Training: 2022-04-10 23:13:50,324-rank_id: 0 Training: 2022-04-10 23:14:18,195-: margin_list [1.0, 0.0, 0.4] Training: 2022-04-10 23:14:18,196-: network r100 Training: 2022-04-10 23:14:18,196-: resume False Training: 2022-04-10 23:14:18,196-: output work_dirs/glint360k_r100 Training: 2022-04-10 23:14:18,196-: embedding_size 512 Training: 2022-04-10 23:14:18,196-: sample_rate 1.0 Training: 2022-04-10 23:14:18,196-: interclass_filtering_threshold0 Training: 2022-04-10 23:14:18,196-: fp16 True Training: 2022-04-10 23:14:18,196-: batch_size 128 Training: 2022-04-10 23:14:18,196-: optimizer sgd Training: 2022-04-10 23:14:18,196-: lr 0.1 Training: 2022-04-10 23:14:18,196-: momentum 0.9 Training: 2022-04-10 23:14:18,196-: weight_decay 0.0001 Training: 2022-04-10 23:14:18,196-: verbose 2000 Training: 2022-04-10 23:14:18,196-: frequent 10 Training: 2022-04-10 23:14:18,196-: dali False Training: 2022-04-10 23:14:18,196-: rec /train_tmp/glint360k Training: 2022-04-10 23:14:18,196-: num_classes 360232 Training: 2022-04-10 23:14:18,196-: num_image 17091657 Training: 2022-04-10 23:14:18,196-: num_epoch 20 Training: 2022-04-10 23:14:18,197-: warmup_epoch 0 Training: 2022-04-10 23:14:18,197-: val_targets ['lfw', 'cfp_fp', 'agedb_30'] Training: 2022-04-10 23:14:18,197-: total_batch_size 1024 Training: 2022-04-10 23:14:18,197-: warmup_step 0 Training: 2022-04-10 23:14:18,197-: total_step 333820 Training: 2022-04-10 23:15:42,576-Reducer buckets have been rebuilt in this iteration. Training: 2022-04-10 23:15:48,390-Speed 3190.01 samples/sec Loss 42.7738 LearningRate 0.1000 Epoch: 0 Global Step: 20 Fp16 Grad Scale: 8192 Required: 142 hours Training: 2022-04-10 23:15:51,562-Speed 3229.39 samples/sec Loss 43.6656 LearningRate 0.1000 Epoch: 0 Global Step: 30 Fp16 Grad Scale: 8192 Required: 106 hours Training: 2022-04-10 23:15:54,678-Speed 3287.58 samples/sec Loss 43.7943 LearningRate 0.1000 Epoch: 0 Global Step: 40 Fp16 Grad Scale: 8192 Required: 87 hours Training: 2022-04-10 23:15:57,800-Speed 3280.99 samples/sec Loss 43.4347 LearningRate 0.1000 Epoch: 0 Global Step: 50 Fp16 Grad Scale: 8192 Required: 76 hours Training: 2022-04-10 23:16:00,889-Speed 3315.61 samples/sec Loss 43.7649 LearningRate 0.1000 Epoch: 0 Global Step: 60 Fp16 Grad Scale: 8192 Required: 68 hours Training: 2022-04-10 23:16:03,978-Speed 3316.22 samples/sec Loss 43.6740 LearningRate 0.1000 Epoch: 0 Global Step: 70 Fp16 Grad Scale: 8192 Required: 62 hours Training: 2022-04-10 23:16:07,052-Speed 3331.59 samples/sec Loss 43.6139 LearningRate 0.1000 Epoch: 0 Global Step: 80 Fp16 Grad Scale: 8192 Required: 58 hours Training: 2022-04-10 23:16:10,140-Speed 3317.86 samples/sec Loss 43.6880 LearningRate 0.0999 Epoch: 0 Global Step: 90 Fp16 Grad Scale: 8192 Required: 55 hours Training: 2022-04-10 23:16:13,224-Speed 3320.81 samples/sec Loss 43.3655 LearningRate 0.0999 Epoch: 0 Global Step: 100 Fp16 Grad Scale: 8192 Required: 52 hours Training: 2022-04-10 23:16:16,547-Speed 3082.00 samples/sec Loss 43.0799 LearningRate 0.0999 Epoch: 0 Global Step: 110 Fp16 Grad Scale: 16384 Required: 50 hours Training: 2022-04-10 23:16:19,832-Speed 3118.57 samples/sec Loss 42.9779 LearningRate 0.0999 Epoch: 0 Global Step: 120 Fp16 Grad Scale: 16384 Required: 49 hours Training: 2022-04-10 23:16:22,907-Speed 3330.81 samples/sec Loss 42.9618 LearningRate 0.0999 Epoch: 0 Global Step: 130 Fp16 Grad Scale: 16384 Required: 47 hours Training: 2022-04-10 23:16:26,013-Speed 3298.26 samples/sec Loss 42.7053 LearningRate 0.0999 Epoch: 0 Global Step: 140 Fp16 Grad Scale: 16384 Required: 46 hours Training: 2022-04-10 23:16:29,099-Speed 3318.92 samples/sec Loss 42.5933 LearningRate 0.0999 Epoch: 0 Global Step: 150 Fp16 Grad Scale: 16384 Required: 45 hours Training: 2022-04-10 23:16:32,215-Speed 3286.40 samples/sec Loss 42.5476 LearningRate 0.0999 Epoch: 0 Global Step: 160 Fp16 Grad Scale: 16384 Required: 44 hours Training: 2022-04-10 23:16:35,374-Speed 3243.06 samples/sec Loss 42.4165 LearningRate 0.0999 Epoch: 0 Global Step: 170 Fp16 Grad Scale: 16384 Required: 43 hours Training: 2022-04-10 23:16:38,428-Speed 3353.26 samples/sec Loss 42.3072 LearningRate 0.0999 Epoch: 0 Global Step: 180 Fp16 Grad Scale: 16384 Required: 42 hours Training: 2022-04-10 23:16:41,489-Speed 3346.27 samples/sec Loss 42.3054 LearningRate 0.0999 Epoch: 0 Global Step: 190 Fp16 Grad Scale: 16384 Required: 41 hours Training: 2022-04-10 23:16:44,562-Speed 3332.83 samples/sec Loss 42.0460 LearningRate 0.0999 Epoch: 0 Global Step: 200 Fp16 Grad Scale: 16384 Required: 41 hours Training: 2022-04-10 23:16:47,699-Speed 3264.99 samples/sec Loss 42.0371 LearningRate 0.0999 Epoch: 0 Global Step: 210 Fp16 Grad Scale: 32768 Required: 40 hours Training: 2022-04-10 23:16:50,812-Speed 3290.83 samples/sec Loss 41.8871 LearningRate 0.0999 Epoch: 0 Global Step: 220 Fp16 Grad Scale: 32768 Required: 40 hours Training: 2022-04-10 23:16:53,922-Speed 3293.43 samples/sec Loss 41.6252 LearningRate 0.0999 Epoch: 0 Global Step: 230 Fp16 Grad Scale: 32768 Required: 39 hours Training: 2022-04-10 23:16:57,026-Speed 3299.50 samples/sec Loss 41.5288 LearningRate 0.0999 Epoch: 0 Global Step: 240 Fp16 Grad Scale: 32768 Required: 39 hours Training: 2022-04-10 23:17:00,146-Speed 3282.81 samples/sec Loss 41.5211 LearningRate 0.0999 Epoch: 0 Global Step: 250 Fp16 Grad Scale: 32768 Required: 38 hours Training: 2022-04-10 23:17:03,391-Speed 3156.52 samples/sec Loss 41.5412 LearningRate 0.0998 Epoch: 0 Global Step: 260 Fp16 Grad Scale: 32768 Required: 38 hours Training: 2022-04-10 23:17:06,464-Speed 3332.87 samples/sec Loss 41.3137 LearningRate 0.0998 Epoch: 0 Global Step: 270 Fp16 Grad Scale: 32768 Required: 38 hours Training: 2022-04-10 23:17:09,525-Speed 3346.32 samples/sec Loss 41.1793 LearningRate 0.0998 Epoch: 0 Global Step: 280 Fp16 Grad Scale: 32768 Required: 37 hours Training: 2022-04-10 23:17:12,665-Speed 3262.40 samples/sec Loss 41.0245 LearningRate 0.0998 Epoch: 0 Global Step: 290 Fp16 Grad Scale: 32768 Required: 37 hours Training: 2022-04-10 23:17:15,733-Speed 3338.86 samples/sec Loss 41.0004 LearningRate 0.0998 Epoch: 0 Global Step: 300 Fp16 Grad Scale: 32768 Required: 37 hours Training: 2022-04-10 23:17:18,795-Speed 3345.38 samples/sec Loss 40.8876 LearningRate 0.0998 Epoch: 0 Global Step: 310 Fp16 Grad Scale: 65536 Required: 37 hours Training: 2022-04-10 23:17:21,948-Speed 3247.87 samples/sec Loss 40.7150 LearningRate 0.0998 Epoch: 0 Global Step: 320 Fp16 Grad Scale: 65536 Required: 36 hours Training: 2022-04-10 23:17:25,080-Speed 3270.77 samples/sec Loss 40.5775 LearningRate 0.0998 Epoch: 0 Global Step: 330 Fp16 Grad Scale: 65536 Required: 36 hours Training: 2022-04-10 23:17:28,157-Speed 3328.20 samples/sec Loss 40.4539 LearningRate 0.0998 Epoch: 0 Global Step: 340 Fp16 Grad Scale: 65536 Required: 36 hours Training: 2022-04-10 23:17:31,262-Speed 3298.63 samples/sec Loss 40.4193 LearningRate 0.0998 Epoch: 0 Global Step: 350 Fp16 Grad Scale: 65536 Required: 36 hours Training: 2022-04-10 23:17:34,368-Speed 3298.41 samples/sec Loss 40.2545 LearningRate 0.0998 Epoch: 0 Global Step: 360 Fp16 Grad Scale: 65536 Required: 35 hours Training: 2022-04-10 23:17:37,440-Speed 3333.61 samples/sec Loss 40.1867 LearningRate 0.0998 Epoch: 0 Global Step: 370 Fp16 Grad Scale: 65536 Required: 35 hours Training: 2022-04-10 23:17:40,527-Speed 3318.15 samples/sec Loss 39.9966 LearningRate 0.0998 Epoch: 0 Global Step: 380 Fp16 Grad Scale: 65536 Required: 35 hours Training: 2022-04-10 23:17:43,604-Speed 3328.64 samples/sec Loss 40.0132 LearningRate 0.0998 Epoch: 0 Global Step: 390 Fp16 Grad Scale: 65536 Required: 35 hours Training: 2022-04-10 23:17:46,688-Speed 3320.39 samples/sec Loss 39.8144 LearningRate 0.0998 Epoch: 0 Global Step: 400 Fp16 Grad Scale: 65536 Required: 35 hours Training: 2022-04-10 23:17:49,792-Speed 3300.92 samples/sec Loss 39.7034 LearningRate 0.0998 Epoch: 0 Global Step: 410 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:17:52,891-Speed 3304.90 samples/sec Loss 39.5675 LearningRate 0.0997 Epoch: 0 Global Step: 420 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:17:55,972-Speed 3324.57 samples/sec Loss 39.5376 LearningRate 0.0997 Epoch: 0 Global Step: 430 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:17:59,066-Speed 3309.75 samples/sec Loss 39.4817 LearningRate 0.0997 Epoch: 0 Global Step: 440 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:18:02,154-Speed 3316.57 samples/sec Loss 39.3354 LearningRate 0.0997 Epoch: 0 Global Step: 450 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:18:05,214-Speed 3347.01 samples/sec Loss 39.2907 LearningRate 0.0997 Epoch: 0 Global Step: 460 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:18:08,286-Speed 3334.52 samples/sec Loss 39.0824 LearningRate 0.0997 Epoch: 0 Global Step: 470 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:18:11,354-Speed 3339.43 samples/sec Loss 39.0343 LearningRate 0.0997 Epoch: 0 Global Step: 480 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:18:14,442-Speed 3317.04 samples/sec Loss 38.9839 LearningRate 0.0997 Epoch: 0 Global Step: 490 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:18:17,501-Speed 3348.41 samples/sec Loss 38.8155 LearningRate 0.0997 Epoch: 0 Global Step: 500 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:18:20,569-Speed 3338.31 samples/sec Loss 38.6331 LearningRate 0.0997 Epoch: 0 Global Step: 510 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:23,630-Speed 3346.57 samples/sec Loss 38.6084 LearningRate 0.0997 Epoch: 0 Global Step: 520 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:26,693-Speed 3343.35 samples/sec Loss 38.5173 LearningRate 0.0997 Epoch: 0 Global Step: 530 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:29,759-Speed 3340.45 samples/sec Loss 38.3925 LearningRate 0.0997 Epoch: 0 Global Step: 540 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:32,832-Speed 3333.30 samples/sec Loss 38.3184 LearningRate 0.0997 Epoch: 0 Global Step: 550 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:35,910-Speed 3327.43 samples/sec Loss 38.1573 LearningRate 0.0997 Epoch: 0 Global Step: 560 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:39,017-Speed 3297.55 samples/sec Loss 38.0537 LearningRate 0.0997 Epoch: 0 Global Step: 570 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:42,131-Speed 3288.19 samples/sec Loss 37.9636 LearningRate 0.0997 Epoch: 0 Global Step: 580 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:45,209-Speed 3327.58 samples/sec Loss 37.9146 LearningRate 0.0996 Epoch: 0 Global Step: 590 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:48,280-Speed 3335.78 samples/sec Loss 37.7784 LearningRate 0.0996 Epoch: 0 Global Step: 600 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:18:51,343-Speed 3343.91 samples/sec Loss 37.6350 LearningRate 0.0996 Epoch: 0 Global Step: 610 Fp16 Grad Scale: 524288 Required: 33 hours Training: 2022-04-10 23:18:54,413-Speed 3335.47 samples/sec Loss 37.5418 LearningRate 0.0996 Epoch: 0 Global Step: 620 Fp16 Grad Scale: 524288 Required: 33 hours Training: 2022-04-10 23:18:57,480-Speed 3339.85 samples/sec Loss 37.5163 LearningRate 0.0996 Epoch: 0 Global Step: 630 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:00,559-Speed 3327.17 samples/sec Loss 37.3522 LearningRate 0.0996 Epoch: 0 Global Step: 640 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:03,629-Speed 3336.61 samples/sec Loss 37.2742 LearningRate 0.0996 Epoch: 0 Global Step: 650 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:06,691-Speed 3344.46 samples/sec Loss 37.3587 LearningRate 0.0996 Epoch: 0 Global Step: 660 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:09,763-Speed 3334.40 samples/sec Loss 37.0781 LearningRate 0.0996 Epoch: 0 Global Step: 670 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:12,856-Speed 3311.60 samples/sec Loss 36.9784 LearningRate 0.0996 Epoch: 0 Global Step: 680 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:15,915-Speed 3348.02 samples/sec Loss 36.9748 LearningRate 0.0996 Epoch: 0 Global Step: 690 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:18,977-Speed 3344.34 samples/sec Loss 36.7309 LearningRate 0.0996 Epoch: 0 Global Step: 700 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:22,083-Speed 3298.46 samples/sec Loss 36.7128 LearningRate 0.0996 Epoch: 0 Global Step: 710 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:25,154-Speed 3335.05 samples/sec Loss 36.6252 LearningRate 0.0996 Epoch: 0 Global Step: 720 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:28,234-Speed 3326.23 samples/sec Loss 36.4379 LearningRate 0.0996 Epoch: 0 Global Step: 730 Fp16 Grad Scale: 524288 Required: 32 hours Training: 2022-04-10 23:19:31,295-Speed 3345.80 samples/sec Loss 36.4156 LearningRate 0.0996 Epoch: 0 Global Step: 740 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:34,406-Speed 3291.97 samples/sec Loss 36.2215 LearningRate 0.0996 Epoch: 0 Global Step: 750 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:37,466-Speed 3348.35 samples/sec Loss 36.1999 LearningRate 0.0995 Epoch: 0 Global Step: 760 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:40,579-Speed 3289.69 samples/sec Loss 36.1623 LearningRate 0.0995 Epoch: 0 Global Step: 770 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:43,652-Speed 3332.90 samples/sec Loss 35.9928 LearningRate 0.0995 Epoch: 0 Global Step: 780 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:46,727-Speed 3330.46 samples/sec Loss 35.8523 LearningRate 0.0995 Epoch: 0 Global Step: 790 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:49,873-Speed 3256.12 samples/sec Loss 35.8527 LearningRate 0.0995 Epoch: 0 Global Step: 800 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:52,949-Speed 3330.17 samples/sec Loss 35.7958 LearningRate 0.0995 Epoch: 0 Global Step: 810 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:56,071-Speed 3281.32 samples/sec Loss 35.7808 LearningRate 0.0995 Epoch: 0 Global Step: 820 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:19:59,148-Speed 3327.83 samples/sec Loss 35.5061 LearningRate 0.0995 Epoch: 0 Global Step: 830 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:02,224-Speed 3330.68 samples/sec Loss 35.4202 LearningRate 0.0995 Epoch: 0 Global Step: 840 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:05,288-Speed 3341.91 samples/sec Loss 35.4539 LearningRate 0.0995 Epoch: 0 Global Step: 850 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:08,353-Speed 3342.20 samples/sec Loss 35.3571 LearningRate 0.0995 Epoch: 0 Global Step: 860 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:11,429-Speed 3329.66 samples/sec Loss 35.1764 LearningRate 0.0995 Epoch: 0 Global Step: 870 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:14,509-Speed 3325.77 samples/sec Loss 35.0474 LearningRate 0.0995 Epoch: 0 Global Step: 880 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:17,633-Speed 3278.69 samples/sec Loss 35.0270 LearningRate 0.0995 Epoch: 0 Global Step: 890 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:20,732-Speed 3305.14 samples/sec Loss 34.9771 LearningRate 0.0995 Epoch: 0 Global Step: 900 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:23,809-Speed 3328.85 samples/sec Loss 34.7316 LearningRate 0.0995 Epoch: 0 Global Step: 910 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:26,876-Speed 3339.20 samples/sec Loss 34.6524 LearningRate 0.0994 Epoch: 0 Global Step: 920 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:29,972-Speed 3308.51 samples/sec Loss 34.6686 LearningRate 0.0994 Epoch: 0 Global Step: 930 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:33,034-Speed 3345.65 samples/sec Loss 34.5280 LearningRate 0.0994 Epoch: 0 Global Step: 940 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:36,128-Speed 3310.41 samples/sec Loss 34.5473 LearningRate 0.0994 Epoch: 0 Global Step: 950 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:39,210-Speed 3323.95 samples/sec Loss 34.2082 LearningRate 0.0994 Epoch: 0 Global Step: 960 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:42,314-Speed 3299.36 samples/sec Loss 34.2576 LearningRate 0.0994 Epoch: 0 Global Step: 970 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:45,386-Speed 3334.57 samples/sec Loss 34.2252 LearningRate 0.0994 Epoch: 0 Global Step: 980 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:48,468-Speed 3323.62 samples/sec Loss 34.0012 LearningRate 0.0994 Epoch: 0 Global Step: 990 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:51,620-Speed 3248.92 samples/sec Loss 33.9353 LearningRate 0.0994 Epoch: 0 Global Step: 1000 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:54,701-Speed 3324.22 samples/sec Loss 33.9179 LearningRate 0.0994 Epoch: 0 Global Step: 1010 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:20:57,775-Speed 3332.61 samples/sec Loss 33.7719 LearningRate 0.0994 Epoch: 0 Global Step: 1020 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:00,868-Speed 3312.06 samples/sec Loss 33.8345 LearningRate 0.0994 Epoch: 0 Global Step: 1030 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:04,018-Speed 3250.81 samples/sec Loss 33.5847 LearningRate 0.0994 Epoch: 0 Global Step: 1040 Fp16 Grad Scale: 524288 Required: 31 hours Training: 2022-04-10 23:21:07,151-Speed 3269.42 samples/sec Loss 33.6596 LearningRate 0.0994 Epoch: 0 Global Step: 1050 Fp16 Grad Scale: 524288 Required: 31 hours Training: 2022-04-10 23:21:10,249-Speed 3306.79 samples/sec Loss 33.4516 LearningRate 0.0994 Epoch: 0 Global Step: 1060 Fp16 Grad Scale: 524288 Required: 31 hours Training: 2022-04-10 23:21:13,325-Speed 3329.31 samples/sec Loss 33.3663 LearningRate 0.0994 Epoch: 0 Global Step: 1070 Fp16 Grad Scale: 524288 Required: 31 hours Training: 2022-04-10 23:21:16,469-Speed 3258.07 samples/sec Loss 33.1734 LearningRate 0.0994 Epoch: 0 Global Step: 1080 Fp16 Grad Scale: 524288 Required: 31 hours Training: 2022-04-10 23:21:19,573-Speed 3300.11 samples/sec Loss 33.2505 LearningRate 0.0993 Epoch: 0 Global Step: 1090 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:22,659-Speed 3318.54 samples/sec Loss 33.0568 LearningRate 0.0993 Epoch: 0 Global Step: 1100 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:25,723-Speed 3343.34 samples/sec Loss 32.9422 LearningRate 0.0993 Epoch: 0 Global Step: 1110 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:28,792-Speed 3338.09 samples/sec Loss 32.7482 LearningRate 0.0993 Epoch: 0 Global Step: 1120 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:31,863-Speed 3334.01 samples/sec Loss 32.8507 LearningRate 0.0993 Epoch: 0 Global Step: 1130 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:34,927-Speed 3343.20 samples/sec Loss 32.7850 LearningRate 0.0993 Epoch: 0 Global Step: 1140 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:37,992-Speed 3341.76 samples/sec Loss 32.6411 LearningRate 0.0993 Epoch: 0 Global Step: 1150 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:41,144-Speed 3250.25 samples/sec Loss 32.5898 LearningRate 0.0993 Epoch: 0 Global Step: 1160 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:44,230-Speed 3318.31 samples/sec Loss 32.3741 LearningRate 0.0993 Epoch: 0 Global Step: 1170 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:47,298-Speed 3338.62 samples/sec Loss 32.4438 LearningRate 0.0993 Epoch: 0 Global Step: 1180 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:50,365-Speed 3339.57 samples/sec Loss 32.3363 LearningRate 0.0993 Epoch: 0 Global Step: 1190 Fp16 Grad Scale: 524288 Required: 31 hours Training: 2022-04-10 23:21:53,433-Speed 3338.68 samples/sec Loss 32.1877 LearningRate 0.0993 Epoch: 0 Global Step: 1200 Fp16 Grad Scale: 524288 Required: 31 hours Training: 2022-04-10 23:21:56,488-Speed 3353.64 samples/sec Loss 31.9120 LearningRate 0.0993 Epoch: 0 Global Step: 1210 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:21:59,553-Speed 3341.54 samples/sec Loss 32.0996 LearningRate 0.0993 Epoch: 0 Global Step: 1220 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:22:02,629-Speed 3328.77 samples/sec Loss 31.8859 LearningRate 0.0993 Epoch: 0 Global Step: 1230 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-10 23:22:05,694-Speed 3342.31 samples/sec Loss 31.9352 LearningRate 0.0993 Epoch: 0 Global Step: 1240 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:08,762-Speed 3338.82 samples/sec Loss 31.7676 LearningRate 0.0993 Epoch: 0 Global Step: 1250 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:11,828-Speed 3340.86 samples/sec Loss 31.6050 LearningRate 0.0992 Epoch: 0 Global Step: 1260 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:14,896-Speed 3338.24 samples/sec Loss 31.6977 LearningRate 0.0992 Epoch: 0 Global Step: 1270 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:17,970-Speed 3332.36 samples/sec Loss 31.5033 LearningRate 0.0992 Epoch: 0 Global Step: 1280 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:21,049-Speed 3326.75 samples/sec Loss 31.4714 LearningRate 0.0992 Epoch: 0 Global Step: 1290 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:24,120-Speed 3334.90 samples/sec Loss 31.3849 LearningRate 0.0992 Epoch: 0 Global Step: 1300 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:27,190-Speed 3336.79 samples/sec Loss 31.2500 LearningRate 0.0992 Epoch: 0 Global Step: 1310 Fp16 Grad Scale: 524288 Required: 30 hours Training: 2022-04-10 23:22:30,258-Speed 3338.07 samples/sec Loss 31.1957 LearningRate 0.0992 Epoch: 0 Global Step: 1320 Fp16 Grad Scale: 524288 Required: 30 hours Training: 2022-04-10 23:22:33,368-Speed 3293.71 samples/sec Loss 31.1391 LearningRate 0.0992 Epoch: 0 Global Step: 1330 Fp16 Grad Scale: 524288 Required: 30 hours Training: 2022-04-10 23:22:36,468-Speed 3303.55 samples/sec Loss 31.1511 LearningRate 0.0992 Epoch: 0 Global Step: 1340 Fp16 Grad Scale: 524288 Required: 30 hours Training: 2022-04-10 23:22:39,621-Speed 3248.44 samples/sec Loss 30.8943 LearningRate 0.0992 Epoch: 0 Global Step: 1350 Fp16 Grad Scale: 524288 Required: 30 hours Training: 2022-04-10 23:22:42,701-Speed 3325.88 samples/sec Loss 30.6862 LearningRate 0.0992 Epoch: 0 Global Step: 1360 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:45,771-Speed 3336.81 samples/sec Loss 30.7624 LearningRate 0.0992 Epoch: 0 Global Step: 1370 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:48,837-Speed 3340.46 samples/sec Loss 30.7274 LearningRate 0.0992 Epoch: 0 Global Step: 1380 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:51,900-Speed 3343.67 samples/sec Loss 30.4870 LearningRate 0.0992 Epoch: 0 Global Step: 1390 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:54,969-Speed 3337.72 samples/sec Loss 30.7046 LearningRate 0.0992 Epoch: 0 Global Step: 1400 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:22:58,054-Speed 3320.50 samples/sec Loss 30.5731 LearningRate 0.0992 Epoch: 0 Global Step: 1410 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:01,121-Speed 3339.23 samples/sec Loss 30.3831 LearningRate 0.0992 Epoch: 0 Global Step: 1420 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:04,189-Speed 3339.15 samples/sec Loss 30.2275 LearningRate 0.0991 Epoch: 0 Global Step: 1430 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:07,297-Speed 3295.58 samples/sec Loss 30.0229 LearningRate 0.0991 Epoch: 0 Global Step: 1440 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:10,437-Speed 3261.80 samples/sec Loss 30.1764 LearningRate 0.0991 Epoch: 0 Global Step: 1450 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:13,597-Speed 3241.14 samples/sec Loss 30.1363 LearningRate 0.0991 Epoch: 0 Global Step: 1460 Fp16 Grad Scale: 524288 Required: 30 hours Training: 2022-04-10 23:23:16,699-Speed 3301.66 samples/sec Loss 29.5485 LearningRate 0.0991 Epoch: 0 Global Step: 1470 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:19,777-Speed 3327.60 samples/sec Loss 29.7707 LearningRate 0.0991 Epoch: 0 Global Step: 1480 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:22,884-Speed 3297.45 samples/sec Loss 29.5758 LearningRate 0.0991 Epoch: 0 Global Step: 1490 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:25,999-Speed 3287.52 samples/sec Loss 29.7483 LearningRate 0.0991 Epoch: 0 Global Step: 1500 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:29,075-Speed 3330.29 samples/sec Loss 29.6450 LearningRate 0.0991 Epoch: 0 Global Step: 1510 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:32,140-Speed 3341.89 samples/sec Loss 29.5682 LearningRate 0.0991 Epoch: 0 Global Step: 1520 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:35,241-Speed 3302.80 samples/sec Loss 29.4164 LearningRate 0.0991 Epoch: 0 Global Step: 1530 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:38,399-Speed 3243.68 samples/sec Loss 29.3170 LearningRate 0.0991 Epoch: 0 Global Step: 1540 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:41,463-Speed 3343.41 samples/sec Loss 29.3415 LearningRate 0.0991 Epoch: 0 Global Step: 1550 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:44,543-Speed 3324.97 samples/sec Loss 29.2975 LearningRate 0.0991 Epoch: 0 Global Step: 1560 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:47,612-Speed 3337.83 samples/sec Loss 29.1485 LearningRate 0.0991 Epoch: 0 Global Step: 1570 Fp16 Grad Scale: 524288 Required: 30 hours Training: 2022-04-10 23:23:50,676-Speed 3342.83 samples/sec Loss 28.9568 LearningRate 0.0991 Epoch: 0 Global Step: 1580 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:53,780-Speed 3300.18 samples/sec Loss 29.0739 LearningRate 0.0990 Epoch: 0 Global Step: 1590 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:56,847-Speed 3339.21 samples/sec Loss 28.8710 LearningRate 0.0990 Epoch: 0 Global Step: 1600 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:23:59,928-Speed 3325.16 samples/sec Loss 28.8060 LearningRate 0.0990 Epoch: 0 Global Step: 1610 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:02,990-Speed 3344.58 samples/sec Loss 28.5490 LearningRate 0.0990 Epoch: 0 Global Step: 1620 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:06,076-Speed 3319.70 samples/sec Loss 28.6894 LearningRate 0.0990 Epoch: 0 Global Step: 1630 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:09,192-Speed 3286.81 samples/sec Loss 28.4821 LearningRate 0.0990 Epoch: 0 Global Step: 1640 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:12,245-Speed 3355.28 samples/sec Loss 28.5370 LearningRate 0.0990 Epoch: 0 Global Step: 1650 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:15,329-Speed 3320.74 samples/sec Loss 28.3125 LearningRate 0.0990 Epoch: 0 Global Step: 1660 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:18,398-Speed 3338.83 samples/sec Loss 28.2707 LearningRate 0.0990 Epoch: 0 Global Step: 1670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:21,479-Speed 3324.67 samples/sec Loss 28.0945 LearningRate 0.0990 Epoch: 0 Global Step: 1680 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:24,603-Speed 3279.17 samples/sec Loss 28.0293 LearningRate 0.0990 Epoch: 0 Global Step: 1690 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:27,706-Speed 3300.64 samples/sec Loss 28.1405 LearningRate 0.0990 Epoch: 0 Global Step: 1700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:30,776-Speed 3336.42 samples/sec Loss 27.9890 LearningRate 0.0990 Epoch: 0 Global Step: 1710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:33,843-Speed 3339.26 samples/sec Loss 28.0131 LearningRate 0.0990 Epoch: 0 Global Step: 1720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:36,909-Speed 3340.70 samples/sec Loss 27.7709 LearningRate 0.0990 Epoch: 0 Global Step: 1730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:39,975-Speed 3341.13 samples/sec Loss 27.7783 LearningRate 0.0990 Epoch: 0 Global Step: 1740 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:24:43,112-Speed 3265.17 samples/sec Loss 27.5669 LearningRate 0.0990 Epoch: 0 Global Step: 1750 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:46,185-Speed 3332.22 samples/sec Loss 27.5285 LearningRate 0.0989 Epoch: 0 Global Step: 1760 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:49,254-Speed 3338.41 samples/sec Loss 27.5531 LearningRate 0.0989 Epoch: 0 Global Step: 1770 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:52,322-Speed 3338.92 samples/sec Loss 27.4147 LearningRate 0.0989 Epoch: 0 Global Step: 1780 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:55,445-Speed 3279.03 samples/sec Loss 27.4892 LearningRate 0.0989 Epoch: 0 Global Step: 1790 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:24:58,534-Speed 3316.34 samples/sec Loss 27.3741 LearningRate 0.0989 Epoch: 0 Global Step: 1800 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:01,610-Speed 3329.69 samples/sec Loss 27.2565 LearningRate 0.0989 Epoch: 0 Global Step: 1810 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:04,675-Speed 3341.77 samples/sec Loss 27.1003 LearningRate 0.0989 Epoch: 0 Global Step: 1820 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:07,737-Speed 3344.57 samples/sec Loss 27.2034 LearningRate 0.0989 Epoch: 0 Global Step: 1830 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:10,801-Speed 3343.28 samples/sec Loss 27.0379 LearningRate 0.0989 Epoch: 0 Global Step: 1840 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:13,860-Speed 3347.95 samples/sec Loss 27.0951 LearningRate 0.0989 Epoch: 0 Global Step: 1850 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:16,924-Speed 3343.11 samples/sec Loss 26.8267 LearningRate 0.0989 Epoch: 0 Global Step: 1860 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:20,007-Speed 3322.65 samples/sec Loss 26.7697 LearningRate 0.0989 Epoch: 0 Global Step: 1870 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:23,089-Speed 3323.53 samples/sec Loss 26.7016 LearningRate 0.0989 Epoch: 0 Global Step: 1880 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:26,154-Speed 3342.06 samples/sec Loss 26.6833 LearningRate 0.0989 Epoch: 0 Global Step: 1890 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:29,223-Speed 3337.07 samples/sec Loss 26.6814 LearningRate 0.0989 Epoch: 0 Global Step: 1900 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:32,299-Speed 3330.20 samples/sec Loss 26.5558 LearningRate 0.0989 Epoch: 0 Global Step: 1910 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:35,370-Speed 3335.18 samples/sec Loss 26.5563 LearningRate 0.0989 Epoch: 0 Global Step: 1920 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:38,437-Speed 3339.67 samples/sec Loss 26.2465 LearningRate 0.0988 Epoch: 0 Global Step: 1930 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:41,510-Speed 3332.99 samples/sec Loss 26.2302 LearningRate 0.0988 Epoch: 0 Global Step: 1940 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:44,579-Speed 3337.50 samples/sec Loss 26.2929 LearningRate 0.0988 Epoch: 0 Global Step: 1950 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-10 23:25:47,645-Speed 3340.92 samples/sec Loss 26.2544 LearningRate 0.0988 Epoch: 0 Global Step: 1960 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:25:50,714-Speed 3337.47 samples/sec Loss 26.0747 LearningRate 0.0988 Epoch: 0 Global Step: 1970 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:25:53,792-Speed 3328.44 samples/sec Loss 25.9518 LearningRate 0.0988 Epoch: 0 Global Step: 1980 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:25:56,868-Speed 3328.82 samples/sec Loss 25.9816 LearningRate 0.0988 Epoch: 0 Global Step: 1990 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:26:00,037-Speed 3232.85 samples/sec Loss 26.1082 LearningRate 0.0988 Epoch: 0 Global Step: 2000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-10 23:26:44,322-[lfw][2000]XNorm: 22.371925 Training: 2022-04-10 23:26:44,323-[lfw][2000]Accuracy-Flip: 0.97317+-0.00831 Training: 2022-04-10 23:26:44,323-[lfw][2000]Accuracy-Highest: 0.97317 Training: 2022-04-10 23:27:35,734-[cfp_fp][2000]XNorm: 19.827943 Training: 2022-04-10 23:27:35,735-[cfp_fp][2000]Accuracy-Flip: 0.75371+-0.01658 Training: 2022-04-10 23:27:35,735-[cfp_fp][2000]Accuracy-Highest: 0.75371 Training: 2022-04-10 23:28:19,974-[agedb_30][2000]XNorm: 21.274121 Training: 2022-04-10 23:28:19,975-[agedb_30][2000]Accuracy-Flip: 0.82617+-0.02399 Training: 2022-04-10 23:28:19,976-[agedb_30][2000]Accuracy-Highest: 0.82617 Training: 2022-04-10 23:28:23,063-Speed 71.60 samples/sec Loss 25.9271 LearningRate 0.0988 Epoch: 0 Global Step: 2010 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:26,135-Speed 3333.79 samples/sec Loss 25.7280 LearningRate 0.0988 Epoch: 0 Global Step: 2020 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:29,188-Speed 3355.23 samples/sec Loss 25.6644 LearningRate 0.0988 Epoch: 0 Global Step: 2030 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:32,244-Speed 3351.33 samples/sec Loss 25.7383 LearningRate 0.0988 Epoch: 0 Global Step: 2040 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:35,301-Speed 3351.25 samples/sec Loss 25.7031 LearningRate 0.0988 Epoch: 0 Global Step: 2050 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:38,360-Speed 3347.38 samples/sec Loss 25.3564 LearningRate 0.0988 Epoch: 0 Global Step: 2060 Fp16 Grad Scale: 262144 Required: 36 hours Training: 2022-04-10 23:28:41,520-Speed 3241.09 samples/sec Loss 25.3670 LearningRate 0.0988 Epoch: 0 Global Step: 2070 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:44,667-Speed 3258.70 samples/sec Loss 25.4718 LearningRate 0.0988 Epoch: 0 Global Step: 2080 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:47,741-Speed 3331.98 samples/sec Loss 25.3322 LearningRate 0.0988 Epoch: 0 Global Step: 2090 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:50,890-Speed 3252.45 samples/sec Loss 25.1353 LearningRate 0.0987 Epoch: 0 Global Step: 2100 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:53,982-Speed 3313.04 samples/sec Loss 25.2391 LearningRate 0.0987 Epoch: 0 Global Step: 2110 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:28:57,077-Speed 3310.04 samples/sec Loss 25.1325 LearningRate 0.0987 Epoch: 0 Global Step: 2120 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:29:00,143-Speed 3339.97 samples/sec Loss 25.1806 LearningRate 0.0987 Epoch: 0 Global Step: 2130 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:29:03,209-Speed 3341.76 samples/sec Loss 24.9666 LearningRate 0.0987 Epoch: 0 Global Step: 2140 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:29:06,297-Speed 3317.01 samples/sec Loss 24.9614 LearningRate 0.0987 Epoch: 0 Global Step: 2150 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:29:09,367-Speed 3335.64 samples/sec Loss 25.0060 LearningRate 0.0987 Epoch: 0 Global Step: 2160 Fp16 Grad Scale: 131072 Required: 36 hours Training: 2022-04-10 23:29:12,510-Speed 3259.46 samples/sec Loss 24.7145 LearningRate 0.0987 Epoch: 0 Global Step: 2170 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:15,587-Speed 3328.80 samples/sec Loss 24.7310 LearningRate 0.0987 Epoch: 0 Global Step: 2180 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:18,666-Speed 3326.39 samples/sec Loss 24.9099 LearningRate 0.0987 Epoch: 0 Global Step: 2190 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:21,744-Speed 3327.34 samples/sec Loss 24.4240 LearningRate 0.0987 Epoch: 0 Global Step: 2200 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:24,832-Speed 3316.62 samples/sec Loss 24.5845 LearningRate 0.0987 Epoch: 0 Global Step: 2210 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:27,901-Speed 3337.24 samples/sec Loss 24.6872 LearningRate 0.0987 Epoch: 0 Global Step: 2220 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:30,975-Speed 3332.83 samples/sec Loss 24.3298 LearningRate 0.0987 Epoch: 0 Global Step: 2230 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:34,077-Speed 3302.08 samples/sec Loss 24.1964 LearningRate 0.0987 Epoch: 0 Global Step: 2240 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:37,196-Speed 3283.47 samples/sec Loss 24.2335 LearningRate 0.0987 Epoch: 0 Global Step: 2250 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:40,281-Speed 3319.88 samples/sec Loss 24.1638 LearningRate 0.0987 Epoch: 0 Global Step: 2260 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:43,374-Speed 3312.00 samples/sec Loss 24.1049 LearningRate 0.0986 Epoch: 0 Global Step: 2270 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:46,436-Speed 3344.81 samples/sec Loss 24.1101 LearningRate 0.0986 Epoch: 0 Global Step: 2280 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:49,504-Speed 3339.03 samples/sec Loss 23.8899 LearningRate 0.0986 Epoch: 0 Global Step: 2290 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:52,575-Speed 3335.57 samples/sec Loss 24.0541 LearningRate 0.0986 Epoch: 0 Global Step: 2300 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:55,652-Speed 3328.02 samples/sec Loss 23.7941 LearningRate 0.0986 Epoch: 0 Global Step: 2310 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:29:58,727-Speed 3330.78 samples/sec Loss 23.8110 LearningRate 0.0986 Epoch: 0 Global Step: 2320 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:01,803-Speed 3331.41 samples/sec Loss 23.8667 LearningRate 0.0986 Epoch: 0 Global Step: 2330 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:04,863-Speed 3346.96 samples/sec Loss 23.7164 LearningRate 0.0986 Epoch: 0 Global Step: 2340 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:07,926-Speed 3344.83 samples/sec Loss 23.7478 LearningRate 0.0986 Epoch: 0 Global Step: 2350 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:10,986-Speed 3346.21 samples/sec Loss 23.3387 LearningRate 0.0986 Epoch: 0 Global Step: 2360 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:14,047-Speed 3346.35 samples/sec Loss 23.6252 LearningRate 0.0986 Epoch: 0 Global Step: 2370 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:17,109-Speed 3345.87 samples/sec Loss 23.1616 LearningRate 0.0986 Epoch: 0 Global Step: 2380 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:20,217-Speed 3294.86 samples/sec Loss 23.4500 LearningRate 0.0986 Epoch: 0 Global Step: 2390 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:23,280-Speed 3344.44 samples/sec Loss 23.4636 LearningRate 0.0986 Epoch: 0 Global Step: 2400 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:26,339-Speed 3347.45 samples/sec Loss 23.2141 LearningRate 0.0986 Epoch: 0 Global Step: 2410 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:29,401-Speed 3345.37 samples/sec Loss 23.2592 LearningRate 0.0986 Epoch: 0 Global Step: 2420 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:32,469-Speed 3338.44 samples/sec Loss 23.3446 LearningRate 0.0985 Epoch: 0 Global Step: 2430 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:35,525-Speed 3351.67 samples/sec Loss 23.0154 LearningRate 0.0985 Epoch: 0 Global Step: 2440 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:38,600-Speed 3330.98 samples/sec Loss 23.0408 LearningRate 0.0985 Epoch: 0 Global Step: 2450 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:41,660-Speed 3347.67 samples/sec Loss 23.0951 LearningRate 0.0985 Epoch: 0 Global Step: 2460 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:44,719-Speed 3347.83 samples/sec Loss 22.8596 LearningRate 0.0985 Epoch: 0 Global Step: 2470 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:30:47,795-Speed 3330.24 samples/sec Loss 22.9810 LearningRate 0.0985 Epoch: 0 Global Step: 2480 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:50,867-Speed 3333.86 samples/sec Loss 22.8960 LearningRate 0.0985 Epoch: 0 Global Step: 2490 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:53,933-Speed 3341.01 samples/sec Loss 22.9053 LearningRate 0.0985 Epoch: 0 Global Step: 2500 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:30:57,006-Speed 3332.73 samples/sec Loss 22.7283 LearningRate 0.0985 Epoch: 0 Global Step: 2510 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:31:00,073-Speed 3339.91 samples/sec Loss 22.7560 LearningRate 0.0985 Epoch: 0 Global Step: 2520 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:31:03,133-Speed 3348.53 samples/sec Loss 22.4990 LearningRate 0.0985 Epoch: 0 Global Step: 2530 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:31:06,204-Speed 3335.49 samples/sec Loss 22.6208 LearningRate 0.0985 Epoch: 0 Global Step: 2540 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:31:09,265-Speed 3346.24 samples/sec Loss 22.5144 LearningRate 0.0985 Epoch: 0 Global Step: 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23:32:26,418-Speed 3321.73 samples/sec Loss 21.3381 LearningRate 0.0983 Epoch: 0 Global Step: 2800 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:32:29,536-Speed 3285.07 samples/sec Loss 21.0669 LearningRate 0.0983 Epoch: 0 Global Step: 2810 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:32:32,616-Speed 3324.87 samples/sec Loss 21.1838 LearningRate 0.0983 Epoch: 0 Global Step: 2820 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:32:35,680-Speed 3343.55 samples/sec Loss 21.0878 LearningRate 0.0983 Epoch: 0 Global Step: 2830 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:32:38,744-Speed 3342.53 samples/sec Loss 21.0033 LearningRate 0.0983 Epoch: 0 Global Step: 2840 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:32:41,805-Speed 3345.18 samples/sec Loss 20.9788 LearningRate 0.0983 Epoch: 0 Global Step: 2850 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:32:44,879-Speed 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Loss 20.4271 LearningRate 0.0983 Epoch: 0 Global Step: 2920 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:33:06,706-Speed 3303.88 samples/sec Loss 20.3544 LearningRate 0.0983 Epoch: 0 Global Step: 2930 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:33:09,798-Speed 3313.02 samples/sec Loss 20.4687 LearningRate 0.0982 Epoch: 0 Global Step: 2940 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:33:12,877-Speed 3327.95 samples/sec Loss 20.4692 LearningRate 0.0982 Epoch: 0 Global Step: 2950 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:33:15,957-Speed 3325.40 samples/sec Loss 20.2655 LearningRate 0.0982 Epoch: 0 Global Step: 2960 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:33:19,046-Speed 3316.15 samples/sec Loss 20.3528 LearningRate 0.0982 Epoch: 0 Global Step: 2970 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:22,110-Speed 3341.75 samples/sec Loss 20.1840 LearningRate 0.0982 Epoch: 0 Global Step: 2980 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:25,164-Speed 3354.27 samples/sec Loss 20.1449 LearningRate 0.0982 Epoch: 0 Global Step: 2990 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:28,246-Speed 3323.76 samples/sec Loss 20.2561 LearningRate 0.0982 Epoch: 0 Global Step: 3000 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:31,324-Speed 3327.52 samples/sec Loss 20.0992 LearningRate 0.0982 Epoch: 0 Global Step: 3010 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:34,392-Speed 3338.33 samples/sec Loss 20.1598 LearningRate 0.0982 Epoch: 0 Global Step: 3020 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:37,465-Speed 3332.66 samples/sec Loss 20.0622 LearningRate 0.0982 Epoch: 0 Global Step: 3030 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:40,546-Speed 3325.03 samples/sec Loss 20.0349 LearningRate 0.0982 Epoch: 0 Global Step: 3040 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:43,611-Speed 3341.52 samples/sec Loss 19.9123 LearningRate 0.0982 Epoch: 0 Global Step: 3050 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:46,692-Speed 3324.77 samples/sec Loss 19.7062 LearningRate 0.0982 Epoch: 0 Global Step: 3060 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:49,764-Speed 3334.13 samples/sec Loss 19.8872 LearningRate 0.0982 Epoch: 0 Global Step: 3070 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:52,828-Speed 3342.38 samples/sec Loss 19.8704 LearningRate 0.0982 Epoch: 0 Global Step: 3080 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:55,885-Speed 3350.62 samples/sec Loss 19.8452 LearningRate 0.0982 Epoch: 0 Global Step: 3090 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:33:58,957-Speed 3333.87 samples/sec Loss 19.8162 LearningRate 0.0982 Epoch: 0 Global Step: 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hours Training: 2022-04-10 23:34:38,926-Speed 3333.79 samples/sec Loss 19.3033 LearningRate 0.0981 Epoch: 0 Global Step: 3230 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:34:41,990-Speed 3343.21 samples/sec Loss 19.1933 LearningRate 0.0981 Epoch: 0 Global Step: 3240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:34:45,062-Speed 3334.39 samples/sec Loss 19.2121 LearningRate 0.0981 Epoch: 0 Global Step: 3250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:34:48,143-Speed 3324.82 samples/sec Loss 19.0650 LearningRate 0.0981 Epoch: 0 Global Step: 3260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:34:51,213-Speed 3336.68 samples/sec Loss 19.1485 LearningRate 0.0981 Epoch: 0 Global Step: 3270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:34:54,295-Speed 3324.04 samples/sec Loss 18.8300 LearningRate 0.0980 Epoch: 0 Global Step: 3280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 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23:35:15,996-Speed 3307.80 samples/sec Loss 18.7435 LearningRate 0.0980 Epoch: 0 Global Step: 3350 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:35:19,071-Speed 3331.15 samples/sec Loss 18.6339 LearningRate 0.0980 Epoch: 0 Global Step: 3360 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:35:22,152-Speed 3324.36 samples/sec Loss 18.6092 LearningRate 0.0980 Epoch: 0 Global Step: 3370 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:35:25,218-Speed 3340.80 samples/sec Loss 18.5760 LearningRate 0.0980 Epoch: 0 Global Step: 3380 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:35:28,287-Speed 3337.51 samples/sec Loss 18.5482 LearningRate 0.0980 Epoch: 0 Global Step: 3390 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:35:31,363-Speed 3329.24 samples/sec Loss 18.6302 LearningRate 0.0980 Epoch: 0 Global Step: 3400 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:35:34,442-Speed 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Epoch: 0 Global Step: 3590 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:36:33,099-Speed 3316.98 samples/sec Loss 17.8987 LearningRate 0.0979 Epoch: 0 Global Step: 3600 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:36:36,164-Speed 3342.06 samples/sec Loss 17.7894 LearningRate 0.0978 Epoch: 0 Global Step: 3610 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:36:39,238-Speed 3332.10 samples/sec Loss 17.6256 LearningRate 0.0978 Epoch: 0 Global Step: 3620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:36:42,307-Speed 3336.88 samples/sec Loss 17.7021 LearningRate 0.0978 Epoch: 0 Global Step: 3630 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:36:45,388-Speed 3324.42 samples/sec Loss 17.5927 LearningRate 0.0978 Epoch: 0 Global Step: 3640 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:36:48,483-Speed 3309.66 samples/sec Loss 17.6126 LearningRate 0.0978 Epoch: 0 Global Step: 3650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:36:51,543-Speed 3347.38 samples/sec Loss 17.4561 LearningRate 0.0978 Epoch: 0 Global Step: 3660 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:36:54,612-Speed 3337.93 samples/sec Loss 17.4250 LearningRate 0.0978 Epoch: 0 Global Step: 3670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:36:57,690-Speed 3326.89 samples/sec Loss 17.4219 LearningRate 0.0978 Epoch: 0 Global Step: 3680 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:00,755-Speed 3342.42 samples/sec Loss 17.5395 LearningRate 0.0978 Epoch: 0 Global Step: 3690 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:03,819-Speed 3342.77 samples/sec Loss 17.5290 LearningRate 0.0978 Epoch: 0 Global Step: 3700 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:06,884-Speed 3342.09 samples/sec Loss 17.3923 LearningRate 0.0978 Epoch: 0 Global Step: 3710 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:09,969-Speed 3319.60 samples/sec Loss 17.4074 LearningRate 0.0978 Epoch: 0 Global Step: 3720 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:13,059-Speed 3314.61 samples/sec Loss 17.3833 LearningRate 0.0978 Epoch: 0 Global Step: 3730 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:16,214-Speed 3247.36 samples/sec Loss 17.3609 LearningRate 0.0978 Epoch: 0 Global Step: 3740 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:19,284-Speed 3335.73 samples/sec Loss 17.2321 LearningRate 0.0978 Epoch: 0 Global Step: 3750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:22,352-Speed 3338.43 samples/sec Loss 17.3572 LearningRate 0.0978 Epoch: 0 Global Step: 3760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:25,433-Speed 3324.81 samples/sec Loss 17.3697 LearningRate 0.0978 Epoch: 0 Global Step: 3770 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-10 23:37:28,528-Speed 3309.37 samples/sec Loss 17.1190 LearningRate 0.0977 Epoch: 0 Global Step: 3780 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:31,614-Speed 3319.81 samples/sec Loss 17.0945 LearningRate 0.0977 Epoch: 0 Global Step: 3790 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:34,712-Speed 3305.27 samples/sec Loss 17.1244 LearningRate 0.0977 Epoch: 0 Global Step: 3800 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:37,801-Speed 3316.50 samples/sec Loss 17.1017 LearningRate 0.0977 Epoch: 0 Global Step: 3810 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:40,927-Speed 3276.43 samples/sec Loss 17.0591 LearningRate 0.0977 Epoch: 0 Global Step: 3820 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:43,996-Speed 3337.19 samples/sec Loss 17.0155 LearningRate 0.0977 Epoch: 0 Global Step: 3830 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:47,075-Speed 3327.05 samples/sec Loss 17.0781 LearningRate 0.0977 Epoch: 0 Global Step: 3840 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:50,150-Speed 3330.63 samples/sec Loss 17.0488 LearningRate 0.0977 Epoch: 0 Global Step: 3850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:53,234-Speed 3321.41 samples/sec Loss 17.0458 LearningRate 0.0977 Epoch: 0 Global Step: 3860 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:56,314-Speed 3325.88 samples/sec Loss 16.8396 LearningRate 0.0977 Epoch: 0 Global Step: 3870 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:37:59,401-Speed 3318.18 samples/sec Loss 16.8454 LearningRate 0.0977 Epoch: 0 Global Step: 3880 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:38:02,464-Speed 3343.18 samples/sec Loss 16.8337 LearningRate 0.0977 Epoch: 0 Global Step: 3890 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:38:05,533-Speed 3337.72 samples/sec Loss 16.8376 LearningRate 0.0977 Epoch: 0 Global Step: 3900 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-10 23:38:08,582-Speed 3359.19 samples/sec Loss 16.6377 LearningRate 0.0977 Epoch: 0 Global Step: 3910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:11,645-Speed 3343.78 samples/sec Loss 16.8371 LearningRate 0.0977 Epoch: 0 Global Step: 3920 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:14,721-Speed 3330.23 samples/sec Loss 16.4798 LearningRate 0.0977 Epoch: 0 Global Step: 3930 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:17,830-Speed 3294.00 samples/sec Loss 16.6665 LearningRate 0.0977 Epoch: 0 Global Step: 3940 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:20,899-Speed 3337.59 samples/sec Loss 16.5203 LearningRate 0.0976 Epoch: 0 Global Step: 3950 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:23,967-Speed 3338.45 samples/sec Loss 16.5978 LearningRate 0.0976 Epoch: 0 Global Step: 3960 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:27,035-Speed 3338.43 samples/sec Loss 16.6030 LearningRate 0.0976 Epoch: 0 Global Step: 3970 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:30,110-Speed 3330.40 samples/sec Loss 16.5513 LearningRate 0.0976 Epoch: 0 Global Step: 3980 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:33,178-Speed 3338.31 samples/sec Loss 16.5722 LearningRate 0.0976 Epoch: 0 Global Step: 3990 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:38:36,258-Speed 3325.94 samples/sec Loss 16.3990 LearningRate 0.0976 Epoch: 0 Global Step: 4000 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-10 23:39:20,345-[lfw][4000]XNorm: 23.358341 Training: 2022-04-10 23:39:20,346-[lfw][4000]Accuracy-Flip: 0.99000+-0.00471 Training: 2022-04-10 23:39:20,346-[lfw][4000]Accuracy-Highest: 0.99000 Training: 2022-04-10 23:40:11,831-[cfp_fp][4000]XNorm: 21.006666 Training: 2022-04-10 23:40:11,832-[cfp_fp][4000]Accuracy-Flip: 0.88471+-0.01284 Training: 2022-04-10 23:40:11,832-[cfp_fp][4000]Accuracy-Highest: 0.88471 Training: 2022-04-10 23:40:56,304-[agedb_30][4000]XNorm: 22.891768 Training: 2022-04-10 23:40:56,305-[agedb_30][4000]Accuracy-Flip: 0.90267+-0.01750 Training: 2022-04-10 23:40:56,305-[agedb_30][4000]Accuracy-Highest: 0.90267 Training: 2022-04-10 23:40:59,383-Speed 71.55 samples/sec Loss 16.3469 LearningRate 0.0976 Epoch: 0 Global Step: 4010 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:02,451-Speed 3337.92 samples/sec Loss 16.3846 LearningRate 0.0976 Epoch: 0 Global Step: 4020 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:05,505-Speed 3354.62 samples/sec Loss 16.4279 LearningRate 0.0976 Epoch: 0 Global Step: 4030 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:08,772-Speed 3135.13 samples/sec Loss 16.2523 LearningRate 0.0976 Epoch: 0 Global Step: 4040 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:11,844-Speed 3333.91 samples/sec Loss 16.4456 LearningRate 0.0976 Epoch: 0 Global Step: 4050 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:15,051-Speed 3193.18 samples/sec Loss 16.1268 LearningRate 0.0976 Epoch: 0 Global Step: 4060 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:18,204-Speed 3249.18 samples/sec Loss 15.9846 LearningRate 0.0976 Epoch: 0 Global Step: 4070 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:21,244-Speed 3368.94 samples/sec Loss 16.0773 LearningRate 0.0976 Epoch: 0 Global Step: 4080 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:24,314-Speed 3336.17 samples/sec Loss 15.9743 LearningRate 0.0976 Epoch: 0 Global Step: 4090 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:27,455-Speed 3261.09 samples/sec Loss 16.2596 LearningRate 0.0976 Epoch: 0 Global Step: 4100 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:30,561-Speed 3297.46 samples/sec Loss 16.1184 LearningRate 0.0976 Epoch: 0 Global Step: 4110 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:33,624-Speed 3343.69 samples/sec Loss 16.0398 LearningRate 0.0975 Epoch: 0 Global Step: 4120 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:36,781-Speed 3244.09 samples/sec Loss 15.9967 LearningRate 0.0975 Epoch: 0 Global Step: 4130 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:39,880-Speed 3304.78 samples/sec Loss 16.0780 LearningRate 0.0975 Epoch: 0 Global Step: 4140 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:42,945-Speed 3342.71 samples/sec Loss 16.0638 LearningRate 0.0975 Epoch: 0 Global Step: 4150 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:46,120-Speed 3225.52 samples/sec Loss 15.7937 LearningRate 0.0975 Epoch: 0 Global Step: 4160 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:49,330-Speed 3190.41 samples/sec Loss 15.8767 LearningRate 0.0975 Epoch: 0 Global Step: 4170 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:41:52,441-Speed 3292.91 samples/sec Loss 16.0731 LearningRate 0.0975 Epoch: 0 Global Step: 4180 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:55,504-Speed 3343.93 samples/sec Loss 15.9834 LearningRate 0.0975 Epoch: 0 Global Step: 4190 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:41:58,569-Speed 3341.36 samples/sec Loss 16.1104 LearningRate 0.0975 Epoch: 0 Global Step: 4200 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:01,706-Speed 3265.44 samples/sec Loss 15.9383 LearningRate 0.0975 Epoch: 0 Global Step: 4210 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:04,792-Speed 3318.78 samples/sec Loss 15.9781 LearningRate 0.0975 Epoch: 0 Global Step: 4220 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:07,852-Speed 3347.35 samples/sec Loss 15.8118 LearningRate 0.0975 Epoch: 0 Global Step: 4230 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:10,922-Speed 3336.28 samples/sec Loss 15.7330 LearningRate 0.0975 Epoch: 0 Global Step: 4240 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:13,983-Speed 3346.24 samples/sec Loss 15.6863 LearningRate 0.0975 Epoch: 0 Global Step: 4250 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:17,031-Speed 3360.00 samples/sec Loss 15.7561 LearningRate 0.0975 Epoch: 0 Global Step: 4260 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:20,118-Speed 3317.77 samples/sec Loss 15.6957 LearningRate 0.0975 Epoch: 0 Global Step: 4270 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:23,177-Speed 3349.13 samples/sec Loss 15.7600 LearningRate 0.0975 Epoch: 0 Global Step: 4280 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:26,276-Speed 3305.23 samples/sec Loss 15.9373 LearningRate 0.0974 Epoch: 0 Global Step: 4290 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:29,354-Speed 3326.96 samples/sec Loss 15.5243 LearningRate 0.0974 Epoch: 0 Global Step: 4300 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:32,435-Speed 3324.76 samples/sec Loss 15.6376 LearningRate 0.0974 Epoch: 0 Global Step: 4310 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:35,502-Speed 3339.66 samples/sec Loss 15.5724 LearningRate 0.0974 Epoch: 0 Global Step: 4320 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:38,642-Speed 3261.74 samples/sec Loss 15.4677 LearningRate 0.0974 Epoch: 0 Global Step: 4330 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:41,717-Speed 3331.50 samples/sec Loss 15.4972 LearningRate 0.0974 Epoch: 0 Global Step: 4340 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:44,872-Speed 3246.46 samples/sec Loss 15.3693 LearningRate 0.0974 Epoch: 0 Global Step: 4350 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:42:48,058-Speed 3214.44 samples/sec Loss 15.6622 LearningRate 0.0974 Epoch: 0 Global Step: 4360 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:51,145-Speed 3317.79 samples/sec Loss 15.4211 LearningRate 0.0974 Epoch: 0 Global Step: 4370 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:54,209-Speed 3343.30 samples/sec Loss 15.4540 LearningRate 0.0974 Epoch: 0 Global Step: 4380 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:42:57,385-Speed 3225.75 samples/sec Loss 15.2338 LearningRate 0.0974 Epoch: 0 Global Step: 4390 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:00,471-Speed 3318.83 samples/sec Loss 15.2962 LearningRate 0.0974 Epoch: 0 Global Step: 4400 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:03,545-Speed 3331.99 samples/sec Loss 15.4283 LearningRate 0.0974 Epoch: 0 Global Step: 4410 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:06,626-Speed 3324.82 samples/sec Loss 15.2768 LearningRate 0.0974 Epoch: 0 Global Step: 4420 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:09,771-Speed 3256.68 samples/sec Loss 15.2443 LearningRate 0.0974 Epoch: 0 Global Step: 4430 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:12,833-Speed 3344.27 samples/sec Loss 15.2797 LearningRate 0.0974 Epoch: 0 Global Step: 4440 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:15,906-Speed 3333.55 samples/sec Loss 15.3214 LearningRate 0.0974 Epoch: 0 Global Step: 4450 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:18,957-Speed 3356.63 samples/sec Loss 15.3390 LearningRate 0.0973 Epoch: 0 Global Step: 4460 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:43:22,129-Speed 3229.25 samples/sec Loss 15.1456 LearningRate 0.0973 Epoch: 0 Global Step: 4470 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:43:25,193-Speed 3343.38 samples/sec Loss 14.9928 LearningRate 0.0973 Epoch: 0 Global Step: 4480 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:43:28,239-Speed 3361.86 samples/sec Loss 15.1637 LearningRate 0.0973 Epoch: 0 Global Step: 4490 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:31,302-Speed 3344.19 samples/sec Loss 15.2171 LearningRate 0.0973 Epoch: 0 Global Step: 4500 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:34,365-Speed 3343.75 samples/sec Loss 15.1622 LearningRate 0.0973 Epoch: 0 Global Step: 4510 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:37,422-Speed 3350.29 samples/sec Loss 15.0961 LearningRate 0.0973 Epoch: 0 Global Step: 4520 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:40,482-Speed 3348.45 samples/sec Loss 15.1515 LearningRate 0.0973 Epoch: 0 Global Step: 4530 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:43,554-Speed 3334.71 samples/sec Loss 14.7784 LearningRate 0.0973 Epoch: 0 Global Step: 4540 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:46,621-Speed 3339.14 samples/sec Loss 15.0225 LearningRate 0.0973 Epoch: 0 Global Step: 4550 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:49,684-Speed 3343.55 samples/sec Loss 14.8119 LearningRate 0.0973 Epoch: 0 Global Step: 4560 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:52,752-Speed 3339.01 samples/sec Loss 14.8735 LearningRate 0.0973 Epoch: 0 Global Step: 4570 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:55,811-Speed 3348.39 samples/sec Loss 14.8098 LearningRate 0.0973 Epoch: 0 Global Step: 4580 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:43:58,902-Speed 3313.53 samples/sec Loss 14.8457 LearningRate 0.0973 Epoch: 0 Global Step: 4590 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:44:01,963-Speed 3345.79 samples/sec Loss 14.9573 LearningRate 0.0973 Epoch: 0 Global Step: 4600 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:44:05,042-Speed 3327.17 samples/sec Loss 14.7254 LearningRate 0.0973 Epoch: 0 Global Step: 4610 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:44:08,122-Speed 3325.44 samples/sec Loss 14.6984 LearningRate 0.0973 Epoch: 0 Global Step: 4620 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:44:11,197-Speed 3330.92 samples/sec Loss 14.7744 LearningRate 0.0972 Epoch: 0 Global Step: 4630 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:14,260-Speed 3344.22 samples/sec Loss 14.8515 LearningRate 0.0972 Epoch: 0 Global Step: 4640 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:17,334-Speed 3331.63 samples/sec Loss 14.6949 LearningRate 0.0972 Epoch: 0 Global Step: 4650 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:20,401-Speed 3339.19 samples/sec Loss 14.7677 LearningRate 0.0972 Epoch: 0 Global Step: 4660 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:23,462-Speed 3347.37 samples/sec Loss 14.7669 LearningRate 0.0972 Epoch: 0 Global Step: 4670 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:26,524-Speed 3344.28 samples/sec Loss 14.7221 LearningRate 0.0972 Epoch: 0 Global Step: 4680 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:29,617-Speed 3311.90 samples/sec Loss 14.6940 LearningRate 0.0972 Epoch: 0 Global Step: 4690 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:32,713-Speed 3307.38 samples/sec Loss 14.7464 LearningRate 0.0972 Epoch: 0 Global Step: 4700 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:35,949-Speed 3165.48 samples/sec Loss 14.7824 LearningRate 0.0972 Epoch: 0 Global Step: 4710 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:39,100-Speed 3250.31 samples/sec Loss 14.6010 LearningRate 0.0972 Epoch: 0 Global Step: 4720 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:44:42,162-Speed 3346.04 samples/sec Loss 14.4889 LearningRate 0.0972 Epoch: 0 Global Step: 4730 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:44:45,228-Speed 3340.11 samples/sec Loss 14.5902 LearningRate 0.0972 Epoch: 0 Global Step: 4740 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:44:48,290-Speed 3345.02 samples/sec Loss 14.4695 LearningRate 0.0972 Epoch: 0 Global Step: 4750 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:44:51,328-Speed 3371.32 samples/sec Loss 14.5418 LearningRate 0.0972 Epoch: 0 Global Step: 4760 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:44:54,387-Speed 3348.97 samples/sec Loss 14.3838 LearningRate 0.0972 Epoch: 0 Global Step: 4770 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:44:57,444-Speed 3350.32 samples/sec Loss 14.5652 LearningRate 0.0972 Epoch: 0 Global Step: 4780 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:00,514-Speed 3336.10 samples/sec Loss 14.5007 LearningRate 0.0972 Epoch: 0 Global Step: 4790 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:03,585-Speed 3334.96 samples/sec Loss 14.2959 LearningRate 0.0971 Epoch: 0 Global Step: 4800 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:06,719-Speed 3267.80 samples/sec Loss 14.4434 LearningRate 0.0971 Epoch: 0 Global Step: 4810 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:09,941-Speed 3179.20 samples/sec Loss 14.2134 LearningRate 0.0971 Epoch: 0 Global Step: 4820 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:13,010-Speed 3337.07 samples/sec Loss 14.3033 LearningRate 0.0971 Epoch: 0 Global Step: 4830 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:16,084-Speed 3332.66 samples/sec Loss 14.3575 LearningRate 0.0971 Epoch: 0 Global Step: 4840 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:19,269-Speed 3215.94 samples/sec Loss 14.2953 LearningRate 0.0971 Epoch: 0 Global Step: 4850 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:45:22,385-Speed 3287.32 samples/sec Loss 14.4246 LearningRate 0.0971 Epoch: 0 Global Step: 4860 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:25,447-Speed 3344.05 samples/sec Loss 14.1443 LearningRate 0.0971 Epoch: 0 Global Step: 4870 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:28,509-Speed 3344.76 samples/sec Loss 14.1488 LearningRate 0.0971 Epoch: 0 Global Step: 4880 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:31,578-Speed 3338.25 samples/sec Loss 14.4485 LearningRate 0.0971 Epoch: 0 Global Step: 4890 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:34,649-Speed 3335.43 samples/sec Loss 14.3116 LearningRate 0.0971 Epoch: 0 Global Step: 4900 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:37,716-Speed 3339.02 samples/sec Loss 14.3164 LearningRate 0.0971 Epoch: 0 Global Step: 4910 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:40,777-Speed 3346.88 samples/sec Loss 14.1565 LearningRate 0.0971 Epoch: 0 Global Step: 4920 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:43,842-Speed 3341.92 samples/sec Loss 14.2120 LearningRate 0.0971 Epoch: 0 Global Step: 4930 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:46,916-Speed 3331.38 samples/sec Loss 14.1609 LearningRate 0.0971 Epoch: 0 Global Step: 4940 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:50,004-Speed 3316.60 samples/sec Loss 14.2446 LearningRate 0.0971 Epoch: 0 Global Step: 4950 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:45:53,073-Speed 3337.55 samples/sec Loss 14.1517 LearningRate 0.0971 Epoch: 0 Global Step: 4960 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:45:56,139-Speed 3340.81 samples/sec Loss 14.1427 LearningRate 0.0970 Epoch: 0 Global Step: 4970 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:45:59,203-Speed 3343.10 samples/sec Loss 14.0459 LearningRate 0.0970 Epoch: 0 Global Step: 4980 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:02,285-Speed 3323.51 samples/sec Loss 13.9772 LearningRate 0.0970 Epoch: 0 Global Step: 4990 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:05,346-Speed 3346.23 samples/sec Loss 14.0022 LearningRate 0.0970 Epoch: 0 Global Step: 5000 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:08,408-Speed 3345.01 samples/sec Loss 14.0105 LearningRate 0.0970 Epoch: 0 Global Step: 5010 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:11,472-Speed 3343.63 samples/sec Loss 13.8916 LearningRate 0.0970 Epoch: 0 Global Step: 5020 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:14,536-Speed 3342.30 samples/sec Loss 13.9741 LearningRate 0.0970 Epoch: 0 Global Step: 5030 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:17,602-Speed 3340.35 samples/sec Loss 13.9544 LearningRate 0.0970 Epoch: 0 Global Step: 5040 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:20,672-Speed 3336.87 samples/sec Loss 13.9423 LearningRate 0.0970 Epoch: 0 Global Step: 5050 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:23,732-Speed 3346.67 samples/sec Loss 13.9145 LearningRate 0.0970 Epoch: 0 Global Step: 5060 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:26,810-Speed 3327.41 samples/sec Loss 13.7823 LearningRate 0.0970 Epoch: 0 Global Step: 5070 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:29,873-Speed 3344.21 samples/sec Loss 13.8759 LearningRate 0.0970 Epoch: 0 Global Step: 5080 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:46:32,922-Speed 3359.34 samples/sec Loss 13.9516 LearningRate 0.0970 Epoch: 0 Global Step: 5090 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:36,012-Speed 3315.33 samples/sec Loss 14.0039 LearningRate 0.0970 Epoch: 0 Global Step: 5100 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:39,153-Speed 3261.45 samples/sec Loss 13.8135 LearningRate 0.0970 Epoch: 0 Global Step: 5110 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:42,214-Speed 3346.12 samples/sec Loss 13.8058 LearningRate 0.0970 Epoch: 0 Global Step: 5120 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:45,283-Speed 3336.96 samples/sec Loss 13.7444 LearningRate 0.0970 Epoch: 0 Global Step: 5130 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:48,345-Speed 3344.92 samples/sec Loss 13.7333 LearningRate 0.0969 Epoch: 0 Global Step: 5140 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:51,428-Speed 3322.04 samples/sec Loss 13.8047 LearningRate 0.0969 Epoch: 0 Global Step: 5150 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:54,508-Speed 3326.37 samples/sec Loss 13.8318 LearningRate 0.0969 Epoch: 0 Global Step: 5160 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:46:57,587-Speed 3326.40 samples/sec Loss 13.7793 LearningRate 0.0969 Epoch: 0 Global Step: 5170 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:47:00,651-Speed 3342.41 samples/sec Loss 13.8286 LearningRate 0.0969 Epoch: 0 Global Step: 5180 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:47:03,716-Speed 3342.16 samples/sec Loss 13.5400 LearningRate 0.0969 Epoch: 0 Global Step: 5190 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:47:06,802-Speed 3318.91 samples/sec Loss 13.7063 LearningRate 0.0969 Epoch: 0 Global Step: 5200 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:47:09,876-Speed 3331.80 samples/sec Loss 13.6137 LearningRate 0.0969 Epoch: 0 Global Step: 5210 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:47:12,925-Speed 3359.29 samples/sec Loss 13.6313 LearningRate 0.0969 Epoch: 0 Global Step: 5220 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:47:16,018-Speed 3311.58 samples/sec Loss 13.6446 LearningRate 0.0969 Epoch: 0 Global Step: 5230 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:19,112-Speed 3310.09 samples/sec Loss 13.5831 LearningRate 0.0969 Epoch: 0 Global Step: 5240 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:22,176-Speed 3343.61 samples/sec Loss 13.5210 LearningRate 0.0969 Epoch: 0 Global Step: 5250 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:25,249-Speed 3332.67 samples/sec Loss 13.4761 LearningRate 0.0969 Epoch: 0 Global Step: 5260 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:28,308-Speed 3348.34 samples/sec Loss 13.3880 LearningRate 0.0969 Epoch: 0 Global Step: 5270 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:31,397-Speed 3315.26 samples/sec Loss 13.6845 LearningRate 0.0969 Epoch: 0 Global Step: 5280 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:34,461-Speed 3343.41 samples/sec Loss 13.5028 LearningRate 0.0969 Epoch: 0 Global Step: 5290 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:37,530-Speed 3338.02 samples/sec Loss 13.3762 LearningRate 0.0968 Epoch: 0 Global Step: 5300 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:40,592-Speed 3344.48 samples/sec Loss 13.4718 LearningRate 0.0968 Epoch: 0 Global Step: 5310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:47:43,702-Speed 3293.31 samples/sec Loss 13.4654 LearningRate 0.0968 Epoch: 0 Global Step: 5320 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:47:46,776-Speed 3332.34 samples/sec Loss 13.2336 LearningRate 0.0968 Epoch: 0 Global Step: 5330 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:47:49,840-Speed 3343.12 samples/sec Loss 13.2893 LearningRate 0.0968 Epoch: 0 Global Step: 5340 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:47:52,918-Speed 3328.17 samples/sec Loss 13.4275 LearningRate 0.0968 Epoch: 0 Global Step: 5350 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:47:55,978-Speed 3346.80 samples/sec Loss 13.3417 LearningRate 0.0968 Epoch: 0 Global Step: 5360 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:47:59,041-Speed 3343.32 samples/sec Loss 13.4075 LearningRate 0.0968 Epoch: 0 Global Step: 5370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:02,103-Speed 3344.77 samples/sec Loss 13.2651 LearningRate 0.0968 Epoch: 0 Global Step: 5380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:05,185-Speed 3323.71 samples/sec Loss 13.2598 LearningRate 0.0968 Epoch: 0 Global Step: 5390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:08,257-Speed 3334.32 samples/sec Loss 13.2210 LearningRate 0.0968 Epoch: 0 Global Step: 5400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:11,335-Speed 3328.05 samples/sec Loss 13.3336 LearningRate 0.0968 Epoch: 0 Global Step: 5410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:14,396-Speed 3346.03 samples/sec Loss 13.2367 LearningRate 0.0968 Epoch: 0 Global Step: 5420 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:48:17,454-Speed 3349.14 samples/sec Loss 13.2396 LearningRate 0.0968 Epoch: 0 Global Step: 5430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:20,517-Speed 3344.00 samples/sec Loss 13.3275 LearningRate 0.0968 Epoch: 0 Global Step: 5440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:23,602-Speed 3320.37 samples/sec Loss 13.0505 LearningRate 0.0968 Epoch: 0 Global Step: 5450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:26,681-Speed 3326.61 samples/sec Loss 13.3138 LearningRate 0.0968 Epoch: 0 Global Step: 5460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:29,748-Speed 3339.15 samples/sec Loss 13.2317 LearningRate 0.0967 Epoch: 0 Global Step: 5470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:32,846-Speed 3306.47 samples/sec Loss 13.1082 LearningRate 0.0967 Epoch: 0 Global Step: 5480 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:36,066-Speed 3181.52 samples/sec Loss 13.1774 LearningRate 0.0967 Epoch: 0 Global Step: 5490 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:39,183-Speed 3285.68 samples/sec Loss 12.9938 LearningRate 0.0967 Epoch: 0 Global Step: 5500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:42,260-Speed 3328.55 samples/sec Loss 13.2314 LearningRate 0.0967 Epoch: 0 Global Step: 5510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:45,361-Speed 3302.76 samples/sec Loss 13.1777 LearningRate 0.0967 Epoch: 0 Global Step: 5520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:48,441-Speed 3325.29 samples/sec Loss 13.0937 LearningRate 0.0967 Epoch: 0 Global Step: 5530 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:48:51,618-Speed 3223.55 samples/sec Loss 12.9117 LearningRate 0.0967 Epoch: 0 Global Step: 5540 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:48:54,675-Speed 3350.52 samples/sec Loss 13.0751 LearningRate 0.0967 Epoch: 0 Global Step: 5550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:48:57,735-Speed 3347.33 samples/sec Loss 13.0576 LearningRate 0.0967 Epoch: 0 Global Step: 5560 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:00,802-Speed 3340.33 samples/sec Loss 13.1177 LearningRate 0.0967 Epoch: 0 Global Step: 5570 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:03,886-Speed 3321.13 samples/sec Loss 13.0692 LearningRate 0.0967 Epoch: 0 Global Step: 5580 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:06,956-Speed 3335.95 samples/sec Loss 12.9556 LearningRate 0.0967 Epoch: 0 Global Step: 5590 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:10,020-Speed 3342.92 samples/sec Loss 12.8789 LearningRate 0.0967 Epoch: 0 Global Step: 5600 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:13,118-Speed 3306.59 samples/sec Loss 13.0295 LearningRate 0.0967 Epoch: 0 Global Step: 5610 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:16,186-Speed 3337.99 samples/sec Loss 13.0154 LearningRate 0.0967 Epoch: 0 Global Step: 5620 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:19,317-Speed 3271.12 samples/sec Loss 12.7755 LearningRate 0.0967 Epoch: 0 Global Step: 5630 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:22,391-Speed 3332.18 samples/sec Loss 12.8534 LearningRate 0.0966 Epoch: 0 Global Step: 5640 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:25,457-Speed 3340.75 samples/sec Loss 12.7830 LearningRate 0.0966 Epoch: 0 Global Step: 5650 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-10 23:49:28,529-Speed 3334.81 samples/sec Loss 13.0644 LearningRate 0.0966 Epoch: 0 Global Step: 5660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:31,600-Speed 3335.05 samples/sec Loss 13.0711 LearningRate 0.0966 Epoch: 0 Global Step: 5670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:34,669-Speed 3336.74 samples/sec Loss 12.7435 LearningRate 0.0966 Epoch: 0 Global Step: 5680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:37,735-Speed 3341.53 samples/sec Loss 12.7856 LearningRate 0.0966 Epoch: 0 Global Step: 5690 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:40,805-Speed 3335.66 samples/sec Loss 12.8527 LearningRate 0.0966 Epoch: 0 Global Step: 5700 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:43,904-Speed 3305.08 samples/sec Loss 12.7713 LearningRate 0.0966 Epoch: 0 Global Step: 5710 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:46,970-Speed 3340.24 samples/sec Loss 12.4527 LearningRate 0.0966 Epoch: 0 Global Step: 5720 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:50,042-Speed 3334.56 samples/sec Loss 12.6854 LearningRate 0.0966 Epoch: 0 Global Step: 5730 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:53,114-Speed 3334.46 samples/sec Loss 12.7981 LearningRate 0.0966 Epoch: 0 Global Step: 5740 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:56,186-Speed 3334.60 samples/sec Loss 12.6612 LearningRate 0.0966 Epoch: 0 Global Step: 5750 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:49:59,282-Speed 3308.14 samples/sec Loss 12.7206 LearningRate 0.0966 Epoch: 0 Global Step: 5760 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:50:02,413-Speed 3271.49 samples/sec Loss 12.7370 LearningRate 0.0966 Epoch: 0 Global Step: 5770 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:50:05,500-Speed 3317.10 samples/sec Loss 12.7269 LearningRate 0.0966 Epoch: 0 Global Step: 5780 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:50:08,591-Speed 3313.53 samples/sec Loss 12.6349 LearningRate 0.0966 Epoch: 0 Global Step: 5790 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:50:11,660-Speed 3337.91 samples/sec Loss 12.6296 LearningRate 0.0966 Epoch: 0 Global Step: 5800 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:50:14,717-Speed 3350.62 samples/sec Loss 12.8911 LearningRate 0.0965 Epoch: 0 Global Step: 5810 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:17,833-Speed 3287.07 samples/sec Loss 12.5694 LearningRate 0.0965 Epoch: 0 Global Step: 5820 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:20,923-Speed 3314.88 samples/sec Loss 12.5880 LearningRate 0.0965 Epoch: 0 Global Step: 5830 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:24,003-Speed 3325.09 samples/sec Loss 12.5218 LearningRate 0.0965 Epoch: 0 Global Step: 5840 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:27,094-Speed 3314.00 samples/sec Loss 12.5447 LearningRate 0.0965 Epoch: 0 Global Step: 5850 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:30,180-Speed 3318.96 samples/sec Loss 12.6419 LearningRate 0.0965 Epoch: 0 Global Step: 5860 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:33,247-Speed 3339.36 samples/sec Loss 12.5677 LearningRate 0.0965 Epoch: 0 Global Step: 5870 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:36,318-Speed 3335.84 samples/sec Loss 12.4990 LearningRate 0.0965 Epoch: 0 Global Step: 5880 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:39,397-Speed 3326.33 samples/sec Loss 12.7043 LearningRate 0.0965 Epoch: 0 Global Step: 5890 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:42,467-Speed 3336.01 samples/sec Loss 12.7077 LearningRate 0.0965 Epoch: 0 Global Step: 5900 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:45,537-Speed 3336.69 samples/sec Loss 12.5875 LearningRate 0.0965 Epoch: 0 Global Step: 5910 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:50:48,701-Speed 3237.71 samples/sec Loss 12.3888 LearningRate 0.0965 Epoch: 0 Global Step: 5920 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-10 23:50:51,767-Speed 3339.65 samples/sec Loss 12.3489 LearningRate 0.0965 Epoch: 0 Global Step: 5930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:54,958-Speed 3210.55 samples/sec Loss 12.4020 LearningRate 0.0965 Epoch: 0 Global Step: 5940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:50:58,038-Speed 3325.69 samples/sec Loss 12.4577 LearningRate 0.0965 Epoch: 0 Global Step: 5950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:51:01,106-Speed 3338.43 samples/sec Loss 12.4637 LearningRate 0.0965 Epoch: 0 Global Step: 5960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:51:04,180-Speed 3331.86 samples/sec Loss 12.4887 LearningRate 0.0965 Epoch: 0 Global Step: 5970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:51:07,245-Speed 3341.98 samples/sec Loss 12.2809 LearningRate 0.0964 Epoch: 0 Global Step: 5980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:51:10,312-Speed 3339.15 samples/sec Loss 12.2628 LearningRate 0.0964 Epoch: 0 Global Step: 5990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:51:13,380-Speed 3337.90 samples/sec Loss 12.3469 LearningRate 0.0964 Epoch: 0 Global Step: 6000 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-10 23:51:57,889-[lfw][6000]XNorm: 23.810201 Training: 2022-04-10 23:51:57,889-[lfw][6000]Accuracy-Flip: 0.99383+-0.00380 Training: 2022-04-10 23:51:57,890-[lfw][6000]Accuracy-Highest: 0.99383 Training: 2022-04-10 23:52:49,304-[cfp_fp][6000]XNorm: 21.597567 Training: 2022-04-10 23:52:49,304-[cfp_fp][6000]Accuracy-Flip: 0.93529+-0.00943 Training: 2022-04-10 23:52:49,305-[cfp_fp][6000]Accuracy-Highest: 0.93529 Training: 2022-04-10 23:53:33,436-[agedb_30][6000]XNorm: 23.468731 Training: 2022-04-10 23:53:33,436-[agedb_30][6000]Accuracy-Flip: 0.93900+-0.01455 Training: 2022-04-10 23:53:33,437-[agedb_30][6000]Accuracy-Highest: 0.93900 Training: 2022-04-10 23:53:36,498-Speed 71.55 samples/sec Loss 12.1791 LearningRate 0.0964 Epoch: 0 Global Step: 6010 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:53:39,555-Speed 3350.29 samples/sec Loss 12.3741 LearningRate 0.0964 Epoch: 0 Global Step: 6020 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:53:42,609-Speed 3354.25 samples/sec Loss 12.4063 LearningRate 0.0964 Epoch: 0 Global Step: 6030 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:53:45,672-Speed 3343.88 samples/sec Loss 12.2706 LearningRate 0.0964 Epoch: 0 Global Step: 6040 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:53:48,724-Speed 3356.01 samples/sec Loss 12.2211 LearningRate 0.0964 Epoch: 0 Global Step: 6050 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:53:51,790-Speed 3339.75 samples/sec Loss 12.2627 LearningRate 0.0964 Epoch: 0 Global Step: 6060 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:53:54,857-Speed 3340.57 samples/sec Loss 12.3481 LearningRate 0.0964 Epoch: 0 Global Step: 6070 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:53:57,920-Speed 3342.94 samples/sec Loss 12.2093 LearningRate 0.0964 Epoch: 0 Global Step: 6080 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:54:00,971-Speed 3357.28 samples/sec Loss 12.2567 LearningRate 0.0964 Epoch: 0 Global Step: 6090 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:04,033-Speed 3345.20 samples/sec Loss 12.2114 LearningRate 0.0964 Epoch: 0 Global Step: 6100 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:07,089-Speed 3351.06 samples/sec Loss 12.1932 LearningRate 0.0964 Epoch: 0 Global Step: 6110 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:10,151-Speed 3345.00 samples/sec Loss 12.0787 LearningRate 0.0964 Epoch: 0 Global Step: 6120 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:13,292-Speed 3261.96 samples/sec Loss 12.2689 LearningRate 0.0964 Epoch: 0 Global Step: 6130 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:16,357-Speed 3341.93 samples/sec Loss 12.1546 LearningRate 0.0964 Epoch: 0 Global Step: 6140 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:19,484-Speed 3275.63 samples/sec Loss 12.1486 LearningRate 0.0963 Epoch: 0 Global Step: 6150 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:22,545-Speed 3345.07 samples/sec Loss 12.0692 LearningRate 0.0963 Epoch: 0 Global Step: 6160 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:25,758-Speed 3187.79 samples/sec Loss 12.0140 LearningRate 0.0963 Epoch: 0 Global Step: 6170 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:28,922-Speed 3237.00 samples/sec Loss 12.1114 LearningRate 0.0963 Epoch: 0 Global Step: 6180 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:32,755-Speed 2672.34 samples/sec Loss 12.0185 LearningRate 0.0963 Epoch: 0 Global Step: 6190 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:54:35,814-Speed 3348.47 samples/sec Loss 12.1615 LearningRate 0.0963 Epoch: 0 Global Step: 6200 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:54:38,869-Speed 3352.56 samples/sec Loss 12.1888 LearningRate 0.0963 Epoch: 0 Global Step: 6210 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:41,928-Speed 3348.23 samples/sec Loss 12.1591 LearningRate 0.0963 Epoch: 0 Global Step: 6220 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:44,985-Speed 3349.88 samples/sec Loss 12.0651 LearningRate 0.0963 Epoch: 0 Global Step: 6230 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:48,042-Speed 3350.86 samples/sec Loss 11.8653 LearningRate 0.0963 Epoch: 0 Global Step: 6240 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:51,107-Speed 3341.93 samples/sec Loss 12.1227 LearningRate 0.0963 Epoch: 0 Global Step: 6250 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:54,164-Speed 3350.73 samples/sec Loss 11.8875 LearningRate 0.0963 Epoch: 0 Global Step: 6260 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:54:57,231-Speed 3339.85 samples/sec Loss 11.8719 LearningRate 0.0963 Epoch: 0 Global Step: 6270 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:55:00,295-Speed 3343.05 samples/sec Loss 11.9308 LearningRate 0.0963 Epoch: 0 Global Step: 6280 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:55:03,357-Speed 3344.63 samples/sec Loss 12.0507 LearningRate 0.0963 Epoch: 0 Global Step: 6290 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:55:06,422-Speed 3341.58 samples/sec Loss 11.8631 LearningRate 0.0963 Epoch: 0 Global Step: 6300 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-10 23:55:09,529-Speed 3297.05 samples/sec Loss 11.8572 LearningRate 0.0963 Epoch: 0 Global Step: 6310 Fp16 Grad Scale: 262144 Required: 35 hours Training: 2022-04-10 23:55:12,597-Speed 3338.60 samples/sec Loss 11.8282 LearningRate 0.0962 Epoch: 0 Global Step: 6320 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:55:15,657-Speed 3346.93 samples/sec Loss 12.0272 LearningRate 0.0962 Epoch: 0 Global Step: 6330 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:18,715-Speed 3349.84 samples/sec Loss 11.9427 LearningRate 0.0962 Epoch: 0 Global Step: 6340 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:21,774-Speed 3347.42 samples/sec Loss 11.8477 LearningRate 0.0962 Epoch: 0 Global Step: 6350 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:24,846-Speed 3334.71 samples/sec Loss 11.7680 LearningRate 0.0962 Epoch: 0 Global Step: 6360 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:27,905-Speed 3347.68 samples/sec Loss 11.9771 LearningRate 0.0962 Epoch: 0 Global Step: 6370 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:30,968-Speed 3344.95 samples/sec Loss 11.8346 LearningRate 0.0962 Epoch: 0 Global Step: 6380 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:34,032-Speed 3341.93 samples/sec Loss 11.8648 LearningRate 0.0962 Epoch: 0 Global Step: 6390 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:37,086-Speed 3354.05 samples/sec Loss 11.8361 LearningRate 0.0962 Epoch: 0 Global Step: 6400 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:42,620-Speed 1850.76 samples/sec Loss 11.6811 LearningRate 0.0962 Epoch: 0 Global Step: 6410 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:45,673-Speed 3353.87 samples/sec Loss 11.8184 LearningRate 0.0962 Epoch: 0 Global Step: 6420 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:55:48,733-Speed 3348.15 samples/sec Loss 11.8468 LearningRate 0.0962 Epoch: 0 Global Step: 6430 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:55:51,807-Speed 3331.52 samples/sec Loss 11.8400 LearningRate 0.0962 Epoch: 0 Global Step: 6440 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:55:54,874-Speed 3339.43 samples/sec Loss 11.7154 LearningRate 0.0962 Epoch: 0 Global Step: 6450 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:55:57,961-Speed 3318.63 samples/sec Loss 11.8214 LearningRate 0.0962 Epoch: 0 Global Step: 6460 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:56:01,073-Speed 3291.17 samples/sec Loss 11.7413 LearningRate 0.0962 Epoch: 0 Global Step: 6470 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:56:04,158-Speed 3320.05 samples/sec Loss 11.8470 LearningRate 0.0962 Epoch: 0 Global Step: 6480 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:07,215-Speed 3350.53 samples/sec Loss 11.6674 LearningRate 0.0961 Epoch: 0 Global Step: 6490 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:10,273-Speed 3349.06 samples/sec Loss 11.5777 LearningRate 0.0961 Epoch: 0 Global Step: 6500 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:13,333-Speed 3347.09 samples/sec Loss 11.6526 LearningRate 0.0961 Epoch: 0 Global Step: 6510 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:16,445-Speed 3292.62 samples/sec Loss 11.7201 LearningRate 0.0961 Epoch: 0 Global Step: 6520 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:19,534-Speed 3315.85 samples/sec Loss 11.5953 LearningRate 0.0961 Epoch: 0 Global Step: 6530 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:22,592-Speed 3348.73 samples/sec Loss 11.5344 LearningRate 0.0961 Epoch: 0 Global Step: 6540 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:25,656-Speed 3342.70 samples/sec Loss 11.7552 LearningRate 0.0961 Epoch: 0 Global Step: 6550 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:28,733-Speed 3329.31 samples/sec Loss 11.6085 LearningRate 0.0961 Epoch: 0 Global Step: 6560 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:31,818-Speed 3320.08 samples/sec Loss 11.5651 LearningRate 0.0961 Epoch: 0 Global Step: 6570 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:34,882-Speed 3343.49 samples/sec Loss 11.7381 LearningRate 0.0961 Epoch: 0 Global Step: 6580 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:56:37,945-Speed 3343.40 samples/sec Loss 11.5328 LearningRate 0.0961 Epoch: 0 Global Step: 6590 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:41,005-Speed 3350.61 samples/sec Loss 11.6515 LearningRate 0.0961 Epoch: 0 Global Step: 6600 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:44,070-Speed 3341.18 samples/sec Loss 11.6740 LearningRate 0.0961 Epoch: 0 Global Step: 6610 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:56:47,124-Speed 3354.24 samples/sec Loss 11.5879 LearningRate 0.0961 Epoch: 0 Global Step: 6620 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:56:50,193-Speed 3337.90 samples/sec Loss 11.5783 LearningRate 0.0961 Epoch: 0 Global Step: 6630 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:56:53,264-Speed 3334.32 samples/sec Loss 11.5610 LearningRate 0.0961 Epoch: 0 Global Step: 6640 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:56:56,328-Speed 3343.18 samples/sec Loss 11.5399 LearningRate 0.0961 Epoch: 0 Global Step: 6650 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:56:59,401-Speed 3333.05 samples/sec Loss 11.5272 LearningRate 0.0960 Epoch: 0 Global Step: 6660 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:57:02,479-Speed 3327.65 samples/sec Loss 11.5590 LearningRate 0.0960 Epoch: 0 Global Step: 6670 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:57:05,545-Speed 3340.94 samples/sec Loss 11.6058 LearningRate 0.0960 Epoch: 0 Global Step: 6680 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:57:08,603-Speed 3348.97 samples/sec Loss 11.5780 LearningRate 0.0960 Epoch: 0 Global Step: 6690 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:57:11,698-Speed 3310.68 samples/sec Loss 11.6961 LearningRate 0.0960 Epoch: 0 Global Step: 6700 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:57:14,758-Speed 3347.51 samples/sec Loss 11.5549 LearningRate 0.0960 Epoch: 0 Global Step: 6710 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-10 23:57:17,852-Speed 3309.88 samples/sec Loss 11.4074 LearningRate 0.0960 Epoch: 0 Global Step: 6720 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:20,910-Speed 3349.36 samples/sec Loss 11.4321 LearningRate 0.0960 Epoch: 0 Global Step: 6730 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:23,976-Speed 3340.70 samples/sec Loss 11.4272 LearningRate 0.0960 Epoch: 0 Global Step: 6740 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:27,038-Speed 3345.27 samples/sec Loss 11.3904 LearningRate 0.0960 Epoch: 0 Global Step: 6750 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:30,131-Speed 3311.56 samples/sec Loss 11.2907 LearningRate 0.0960 Epoch: 0 Global Step: 6760 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:33,286-Speed 3246.09 samples/sec Loss 11.3999 LearningRate 0.0960 Epoch: 0 Global Step: 6770 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:36,385-Speed 3306.09 samples/sec Loss 11.2511 LearningRate 0.0960 Epoch: 0 Global Step: 6780 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:39,455-Speed 3336.36 samples/sec Loss 11.3043 LearningRate 0.0960 Epoch: 0 Global Step: 6790 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:42,525-Speed 3335.69 samples/sec Loss 11.2700 LearningRate 0.0960 Epoch: 0 Global Step: 6800 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:45,586-Speed 3346.29 samples/sec Loss 11.4464 LearningRate 0.0960 Epoch: 0 Global Step: 6810 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:48,648-Speed 3344.80 samples/sec Loss 11.3118 LearningRate 0.0960 Epoch: 0 Global Step: 6820 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:57:51,706-Speed 3350.14 samples/sec Loss 11.3981 LearningRate 0.0959 Epoch: 0 Global Step: 6830 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:54,768-Speed 3344.87 samples/sec Loss 11.2068 LearningRate 0.0959 Epoch: 0 Global Step: 6840 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:57:57,867-Speed 3304.78 samples/sec Loss 11.2989 LearningRate 0.0959 Epoch: 0 Global Step: 6850 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:00,943-Speed 3329.87 samples/sec Loss 11.4292 LearningRate 0.0959 Epoch: 0 Global Step: 6860 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:04,017-Speed 3332.28 samples/sec Loss 11.1177 LearningRate 0.0959 Epoch: 0 Global Step: 6870 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:07,084-Speed 3339.09 samples/sec Loss 11.2576 LearningRate 0.0959 Epoch: 0 Global Step: 6880 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:10,145-Speed 3346.72 samples/sec Loss 11.2532 LearningRate 0.0959 Epoch: 0 Global Step: 6890 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:13,205-Speed 3346.03 samples/sec Loss 11.3950 LearningRate 0.0959 Epoch: 0 Global Step: 6900 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:16,279-Speed 3332.71 samples/sec Loss 11.2805 LearningRate 0.0959 Epoch: 0 Global Step: 6910 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:19,340-Speed 3345.88 samples/sec Loss 11.3311 LearningRate 0.0959 Epoch: 0 Global Step: 6920 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:22,412-Speed 3334.85 samples/sec Loss 11.0398 LearningRate 0.0959 Epoch: 0 Global Step: 6930 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-10 23:58:25,467-Speed 3352.59 samples/sec Loss 11.2206 LearningRate 0.0959 Epoch: 0 Global Step: 6940 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:28,529-Speed 3345.10 samples/sec Loss 11.0813 LearningRate 0.0959 Epoch: 0 Global Step: 6950 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:31,592-Speed 3344.05 samples/sec Loss 11.3399 LearningRate 0.0959 Epoch: 0 Global Step: 6960 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:34,661-Speed 3337.07 samples/sec Loss 11.2516 LearningRate 0.0959 Epoch: 0 Global Step: 6970 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:37,731-Speed 3336.35 samples/sec Loss 11.3358 LearningRate 0.0959 Epoch: 0 Global Step: 6980 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:40,794-Speed 3343.85 samples/sec Loss 11.2791 LearningRate 0.0959 Epoch: 0 Global Step: 6990 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:43,861-Speed 3339.00 samples/sec Loss 11.2395 LearningRate 0.0959 Epoch: 0 Global Step: 7000 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:46,938-Speed 3329.15 samples/sec Loss 11.1317 LearningRate 0.0958 Epoch: 0 Global Step: 7010 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:50,054-Speed 3287.28 samples/sec Loss 11.1160 LearningRate 0.0958 Epoch: 0 Global Step: 7020 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:53,151-Speed 3306.92 samples/sec Loss 11.1893 LearningRate 0.0958 Epoch: 0 Global Step: 7030 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:56,207-Speed 3351.99 samples/sec Loss 11.1248 LearningRate 0.0958 Epoch: 0 Global Step: 7040 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:58:59,276-Speed 3337.52 samples/sec Loss 11.1934 LearningRate 0.0958 Epoch: 0 Global Step: 7050 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:59:02,339-Speed 3343.75 samples/sec Loss 11.2319 LearningRate 0.0958 Epoch: 0 Global Step: 7060 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:59:05,401-Speed 3344.87 samples/sec Loss 11.0408 LearningRate 0.0958 Epoch: 0 Global Step: 7070 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:59:08,481-Speed 3324.91 samples/sec Loss 10.9880 LearningRate 0.0958 Epoch: 0 Global Step: 7080 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:59:11,542-Speed 3346.51 samples/sec Loss 11.1342 LearningRate 0.0958 Epoch: 0 Global Step: 7090 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:59:14,603-Speed 3346.64 samples/sec Loss 11.2227 LearningRate 0.0958 Epoch: 0 Global Step: 7100 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:59:17,668-Speed 3341.76 samples/sec Loss 11.0389 LearningRate 0.0958 Epoch: 0 Global Step: 7110 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-10 23:59:20,763-Speed 3308.76 samples/sec Loss 11.0989 LearningRate 0.0958 Epoch: 0 Global Step: 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Training: 2022-04-11 00:00:00,612-Speed 3339.87 samples/sec Loss 10.8926 LearningRate 0.0957 Epoch: 0 Global Step: 7250 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:03,683-Speed 3335.39 samples/sec Loss 10.9113 LearningRate 0.0957 Epoch: 0 Global Step: 7260 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:06,745-Speed 3345.89 samples/sec Loss 10.8165 LearningRate 0.0957 Epoch: 0 Global Step: 7270 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:09,805-Speed 3346.44 samples/sec Loss 10.8341 LearningRate 0.0957 Epoch: 0 Global Step: 7280 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:12,874-Speed 3337.34 samples/sec Loss 10.9976 LearningRate 0.0957 Epoch: 0 Global Step: 7290 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:15,944-Speed 3336.14 samples/sec Loss 10.8140 LearningRate 0.0957 Epoch: 0 Global Step: 7300 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:19,017-Speed 3333.77 samples/sec Loss 10.7526 LearningRate 0.0957 Epoch: 0 Global Step: 7310 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:22,100-Speed 3322.46 samples/sec Loss 10.9737 LearningRate 0.0957 Epoch: 0 Global Step: 7320 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:25,164-Speed 3342.65 samples/sec Loss 10.8644 LearningRate 0.0957 Epoch: 0 Global Step: 7330 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:28,241-Speed 3329.01 samples/sec Loss 10.9106 LearningRate 0.0957 Epoch: 0 Global Step: 7340 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:00:31,301-Speed 3347.25 samples/sec Loss 10.8175 LearningRate 0.0956 Epoch: 0 Global Step: 7350 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:00:34,353-Speed 3355.84 samples/sec Loss 10.8617 LearningRate 0.0956 Epoch: 0 Global Step: 7360 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:00:37,414-Speed 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10.8945 LearningRate 0.0956 Epoch: 0 Global Step: 7430 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:00:58,989-Speed 3319.84 samples/sec Loss 10.8632 LearningRate 0.0956 Epoch: 0 Global Step: 7440 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:02,052-Speed 3344.09 samples/sec Loss 10.5755 LearningRate 0.0956 Epoch: 0 Global Step: 7450 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:05,123-Speed 3335.24 samples/sec Loss 10.7386 LearningRate 0.0956 Epoch: 0 Global Step: 7460 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:08,186-Speed 3343.96 samples/sec Loss 10.7107 LearningRate 0.0956 Epoch: 0 Global Step: 7470 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:11,247-Speed 3345.89 samples/sec Loss 10.8401 LearningRate 0.0956 Epoch: 0 Global Step: 7480 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:14,320-Speed 3333.33 samples/sec Loss 10.7081 LearningRate 0.0956 Epoch: 0 Global Step: 7490 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:01:17,391-Speed 3335.20 samples/sec Loss 10.6108 LearningRate 0.0956 Epoch: 0 Global Step: 7500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:01:20,458-Speed 3339.72 samples/sec Loss 10.6860 LearningRate 0.0956 Epoch: 0 Global Step: 7510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:01:23,519-Speed 3345.88 samples/sec Loss 10.6256 LearningRate 0.0955 Epoch: 0 Global Step: 7520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:01:26,582-Speed 3343.68 samples/sec Loss 10.7395 LearningRate 0.0955 Epoch: 0 Global Step: 7530 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:29,647-Speed 3341.55 samples/sec Loss 10.7167 LearningRate 0.0955 Epoch: 0 Global Step: 7540 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:32,722-Speed 3331.17 samples/sec Loss 10.6952 LearningRate 0.0955 Epoch: 0 Global Step: 7550 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:35,786-Speed 3343.01 samples/sec Loss 10.6666 LearningRate 0.0955 Epoch: 0 Global Step: 7560 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:38,860-Speed 3331.91 samples/sec Loss 10.7763 LearningRate 0.0955 Epoch: 0 Global Step: 7570 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:41,927-Speed 3339.67 samples/sec Loss 10.6294 LearningRate 0.0955 Epoch: 0 Global Step: 7580 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:45,018-Speed 3313.45 samples/sec Loss 10.5807 LearningRate 0.0955 Epoch: 0 Global Step: 7590 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:48,100-Speed 3322.91 samples/sec Loss 10.5482 LearningRate 0.0955 Epoch: 0 Global Step: 7600 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:51,193-Speed 3311.87 samples/sec Loss 10.5044 LearningRate 0.0955 Epoch: 0 Global Step: 7610 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:54,281-Speed 3317.42 samples/sec Loss 10.4930 LearningRate 0.0955 Epoch: 0 Global Step: 7620 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:01:57,498-Speed 3183.29 samples/sec Loss 10.5361 LearningRate 0.0955 Epoch: 0 Global Step: 7630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:00,733-Speed 3166.61 samples/sec Loss 10.5304 LearningRate 0.0955 Epoch: 0 Global Step: 7640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:03,869-Speed 3265.47 samples/sec Loss 10.5280 LearningRate 0.0955 Epoch: 0 Global Step: 7650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:06,944-Speed 3330.81 samples/sec Loss 10.4558 LearningRate 0.0955 Epoch: 0 Global Step: 7660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:10,103-Speed 3243.08 samples/sec Loss 10.6857 LearningRate 0.0955 Epoch: 0 Global Step: 7670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:13,348-Speed 3156.01 samples/sec Loss 10.5874 LearningRate 0.0955 Epoch: 0 Global Step: 7680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:16,421-Speed 3333.03 samples/sec Loss 10.5334 LearningRate 0.0954 Epoch: 0 Global Step: 7690 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:19,500-Speed 3326.68 samples/sec Loss 10.4597 LearningRate 0.0954 Epoch: 0 Global Step: 7700 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:22,719-Speed 3181.87 samples/sec Loss 10.4841 LearningRate 0.0954 Epoch: 0 Global Step: 7710 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:25,833-Speed 3289.15 samples/sec Loss 10.4540 LearningRate 0.0954 Epoch: 0 Global Step: 7720 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:28,899-Speed 3340.71 samples/sec Loss 10.5523 LearningRate 0.0954 Epoch: 0 Global Step: 7730 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:02:31,973-Speed 3332.29 samples/sec Loss 10.5059 LearningRate 0.0954 Epoch: 0 Global Step: 7740 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:02:35,039-Speed 3339.42 samples/sec Loss 10.5199 LearningRate 0.0954 Epoch: 0 Global Step: 7750 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:02:38,138-Speed 3305.43 samples/sec Loss 10.4559 LearningRate 0.0954 Epoch: 0 Global Step: 7760 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:02:41,209-Speed 3334.63 samples/sec Loss 10.4268 LearningRate 0.0954 Epoch: 0 Global Step: 7770 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:02:44,297-Speed 3317.66 samples/sec Loss 10.3213 LearningRate 0.0954 Epoch: 0 Global Step: 7780 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:02:47,365-Speed 3338.51 samples/sec Loss 10.5483 LearningRate 0.0954 Epoch: 0 Global Step: 7790 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:02:50,429-Speed 3342.57 samples/sec Loss 10.4730 LearningRate 0.0954 Epoch: 0 Global Step: 7800 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:53,499-Speed 3337.18 samples/sec Loss 10.4366 LearningRate 0.0954 Epoch: 0 Global Step: 7810 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:02:56,558-Speed 3348.19 samples/sec Loss 10.2983 LearningRate 0.0954 Epoch: 0 Global Step: 7820 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:02:59,651-Speed 3311.31 samples/sec Loss 10.5207 LearningRate 0.0954 Epoch: 0 Global Step: 7830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:02,748-Speed 3306.84 samples/sec Loss 10.3698 LearningRate 0.0954 Epoch: 0 Global Step: 7840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:05,829-Speed 3324.28 samples/sec Loss 10.3824 LearningRate 0.0954 Epoch: 0 Global Step: 7850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:08,907-Speed 3328.22 samples/sec Loss 10.6480 LearningRate 0.0953 Epoch: 0 Global Step: 7860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:12,041-Speed 3267.99 samples/sec Loss 10.3550 LearningRate 0.0953 Epoch: 0 Global Step: 7870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:15,170-Speed 3273.64 samples/sec Loss 10.3722 LearningRate 0.0953 Epoch: 0 Global Step: 7880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:18,344-Speed 3226.53 samples/sec Loss 10.3877 LearningRate 0.0953 Epoch: 0 Global Step: 7890 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:21,457-Speed 3290.96 samples/sec Loss 10.3807 LearningRate 0.0953 Epoch: 0 Global Step: 7900 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:24,638-Speed 3219.06 samples/sec Loss 10.2656 LearningRate 0.0953 Epoch: 0 Global Step: 7910 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:03:27,707-Speed 3337.03 samples/sec Loss 10.3203 LearningRate 0.0953 Epoch: 0 Global Step: 7920 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:30,772-Speed 3342.37 samples/sec Loss 10.3159 LearningRate 0.0953 Epoch: 0 Global Step: 7930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:33,873-Speed 3303.27 samples/sec Loss 10.2863 LearningRate 0.0953 Epoch: 0 Global Step: 7940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:36,965-Speed 3311.64 samples/sec Loss 10.2288 LearningRate 0.0953 Epoch: 0 Global Step: 7950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:40,044-Speed 3327.42 samples/sec Loss 10.1500 LearningRate 0.0953 Epoch: 0 Global Step: 7960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:43,128-Speed 3321.20 samples/sec Loss 10.2787 LearningRate 0.0953 Epoch: 0 Global Step: 7970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:46,220-Speed 3312.84 samples/sec Loss 10.2216 LearningRate 0.0953 Epoch: 0 Global Step: 7980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:49,329-Speed 3293.54 samples/sec Loss 10.1673 LearningRate 0.0953 Epoch: 0 Global Step: 7990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:03:52,422-Speed 3312.58 samples/sec Loss 10.2442 LearningRate 0.0953 Epoch: 0 Global Step: 8000 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:04:36,747-[lfw][8000]XNorm: 23.446368 Training: 2022-04-11 00:04:36,748-[lfw][8000]Accuracy-Flip: 0.99500+-0.00269 Training: 2022-04-11 00:04:36,748-[lfw][8000]Accuracy-Highest: 0.99500 Training: 2022-04-11 00:05:28,095-[cfp_fp][8000]XNorm: 21.446333 Training: 2022-04-11 00:05:28,096-[cfp_fp][8000]Accuracy-Flip: 0.94314+-0.01053 Training: 2022-04-11 00:05:28,096-[cfp_fp][8000]Accuracy-Highest: 0.94314 Training: 2022-04-11 00:06:12,248-[agedb_30][8000]XNorm: 23.388890 Training: 2022-04-11 00:06:12,248-[agedb_30][8000]Accuracy-Flip: 0.94683+-0.00993 Training: 2022-04-11 00:06:12,249-[agedb_30][8000]Accuracy-Highest: 0.94683 Training: 2022-04-11 00:06:15,318-Speed 71.66 samples/sec Loss 10.0513 LearningRate 0.0953 Epoch: 0 Global Step: 8010 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-11 00:06:18,374-Speed 3351.55 samples/sec Loss 10.2954 LearningRate 0.0953 Epoch: 0 Global Step: 8020 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-11 00:06:21,485-Speed 3292.19 samples/sec Loss 10.2943 LearningRate 0.0952 Epoch: 0 Global Step: 8030 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-11 00:06:24,568-Speed 3322.26 samples/sec Loss 10.0909 LearningRate 0.0952 Epoch: 0 Global Step: 8040 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-11 00:06:27,633-Speed 3342.44 samples/sec Loss 10.2151 LearningRate 0.0952 Epoch: 0 Global Step: 8050 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-11 00:06:30,687-Speed 3353.36 samples/sec Loss 10.1632 LearningRate 0.0952 Epoch: 0 Global Step: 8060 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-11 00:06:33,741-Speed 3353.89 samples/sec Loss 10.3873 LearningRate 0.0952 Epoch: 0 Global Step: 8070 Fp16 Grad Scale: 131072 Required: 35 hours Training: 2022-04-11 00:06:36,836-Speed 3309.00 samples/sec Loss 10.2947 LearningRate 0.0952 Epoch: 0 Global Step: 8080 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:06:39,896-Speed 3347.53 samples/sec Loss 10.1278 LearningRate 0.0952 Epoch: 0 Global Step: 8090 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:06:42,977-Speed 3323.60 samples/sec Loss 10.3104 LearningRate 0.0952 Epoch: 0 Global Step: 8100 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:06:46,037-Speed 3347.45 samples/sec Loss 10.2782 LearningRate 0.0952 Epoch: 0 Global Step: 8110 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:06:49,115-Speed 3328.43 samples/sec Loss 10.1683 LearningRate 0.0952 Epoch: 0 Global Step: 8120 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:06:52,203-Speed 3315.76 samples/sec Loss 10.1873 LearningRate 0.0952 Epoch: 0 Global Step: 8130 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:06:55,273-Speed 3336.40 samples/sec Loss 10.1305 LearningRate 0.0952 Epoch: 0 Global Step: 8140 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:06:58,367-Speed 3310.53 samples/sec Loss 10.1158 LearningRate 0.0952 Epoch: 0 Global Step: 8150 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:01,446-Speed 3326.20 samples/sec Loss 10.1380 LearningRate 0.0952 Epoch: 0 Global Step: 8160 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:04,508-Speed 3344.97 samples/sec Loss 10.0548 LearningRate 0.0952 Epoch: 0 Global Step: 8170 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:07,608-Speed 3304.88 samples/sec Loss 10.1436 LearningRate 0.0952 Epoch: 0 Global Step: 8180 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:10,687-Speed 3326.72 samples/sec Loss 10.1226 LearningRate 0.0952 Epoch: 0 Global Step: 8190 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:13,749-Speed 3344.46 samples/sec Loss 10.2665 LearningRate 0.0951 Epoch: 0 Global Step: 8200 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:16,813-Speed 3343.31 samples/sec Loss 10.0522 LearningRate 0.0951 Epoch: 0 Global Step: 8210 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:19,881-Speed 3338.45 samples/sec Loss 10.1548 LearningRate 0.0951 Epoch: 0 Global Step: 8220 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:22,977-Speed 3308.24 samples/sec Loss 10.2272 LearningRate 0.0951 Epoch: 0 Global Step: 8230 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:26,040-Speed 3343.76 samples/sec Loss 10.1971 LearningRate 0.0951 Epoch: 0 Global Step: 8240 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:29,110-Speed 3335.76 samples/sec Loss 10.1816 LearningRate 0.0951 Epoch: 0 Global Step: 8250 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:32,182-Speed 3334.03 samples/sec Loss 10.1914 LearningRate 0.0951 Epoch: 0 Global Step: 8260 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:07:35,244-Speed 3345.17 samples/sec Loss 10.0441 LearningRate 0.0951 Epoch: 0 Global Step: 8270 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:38,320-Speed 3330.21 samples/sec Loss 10.1623 LearningRate 0.0951 Epoch: 0 Global Step: 8280 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:41,379-Speed 3348.19 samples/sec Loss 9.9174 LearningRate 0.0951 Epoch: 0 Global Step: 8290 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:44,453-Speed 3331.41 samples/sec Loss 10.0479 LearningRate 0.0951 Epoch: 0 Global Step: 8300 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:47,614-Speed 3240.76 samples/sec Loss 10.0969 LearningRate 0.0951 Epoch: 0 Global Step: 8310 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:50,743-Speed 3273.41 samples/sec Loss 9.9253 LearningRate 0.0951 Epoch: 0 Global Step: 8320 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:53,807-Speed 3342.07 samples/sec Loss 9.8810 LearningRate 0.0951 Epoch: 0 Global Step: 8330 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:56,923-Speed 3287.40 samples/sec Loss 9.9691 LearningRate 0.0951 Epoch: 0 Global Step: 8340 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:07:59,987-Speed 3342.80 samples/sec Loss 9.9592 LearningRate 0.0951 Epoch: 0 Global Step: 8350 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:08:03,067-Speed 3325.36 samples/sec Loss 9.9304 LearningRate 0.0951 Epoch: 0 Global Step: 8360 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:08:06,158-Speed 3313.71 samples/sec Loss 10.0138 LearningRate 0.0950 Epoch: 0 Global Step: 8370 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:08:09,215-Speed 3350.61 samples/sec Loss 10.0756 LearningRate 0.0950 Epoch: 0 Global Step: 8380 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:12,376-Speed 3240.59 samples/sec Loss 10.0201 LearningRate 0.0950 Epoch: 0 Global Step: 8390 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:15,485-Speed 3294.43 samples/sec Loss 10.0234 LearningRate 0.0950 Epoch: 0 Global Step: 8400 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:18,602-Speed 3285.77 samples/sec Loss 9.8865 LearningRate 0.0950 Epoch: 0 Global Step: 8410 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:21,660-Speed 3349.10 samples/sec Loss 9.9121 LearningRate 0.0950 Epoch: 0 Global Step: 8420 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:24,800-Speed 3262.85 samples/sec Loss 9.9441 LearningRate 0.0950 Epoch: 0 Global Step: 8430 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:27,877-Speed 3328.27 samples/sec Loss 10.0032 LearningRate 0.0950 Epoch: 0 Global Step: 8440 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:31,005-Speed 3274.23 samples/sec Loss 9.9492 LearningRate 0.0950 Epoch: 0 Global Step: 8450 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:34,072-Speed 3339.67 samples/sec Loss 9.9854 LearningRate 0.0950 Epoch: 0 Global Step: 8460 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:37,142-Speed 3336.80 samples/sec Loss 9.9653 LearningRate 0.0950 Epoch: 0 Global Step: 8470 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:40,223-Speed 3323.28 samples/sec Loss 9.8294 LearningRate 0.0950 Epoch: 0 Global Step: 8480 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:08:43,294-Speed 3335.88 samples/sec Loss 9.9806 LearningRate 0.0950 Epoch: 0 Global Step: 8490 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:08:46,337-Speed 3365.15 samples/sec Loss 9.7824 LearningRate 0.0950 Epoch: 0 Global Step: 8500 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:49,402-Speed 3342.41 samples/sec Loss 9.9180 LearningRate 0.0950 Epoch: 0 Global Step: 8510 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:52,467-Speed 3341.59 samples/sec Loss 9.8647 LearningRate 0.0950 Epoch: 0 Global Step: 8520 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:55,532-Speed 3341.69 samples/sec Loss 9.8422 LearningRate 0.0950 Epoch: 0 Global Step: 8530 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:08:58,609-Speed 3329.14 samples/sec Loss 9.8714 LearningRate 0.0949 Epoch: 0 Global Step: 8540 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:09:01,683-Speed 3331.71 samples/sec Loss 10.0246 LearningRate 0.0949 Epoch: 0 Global Step: 8550 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:09:04,744-Speed 3345.30 samples/sec Loss 9.9097 LearningRate 0.0949 Epoch: 0 Global Step: 8560 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:09:07,811-Speed 3340.27 samples/sec Loss 9.8768 LearningRate 0.0949 Epoch: 0 Global Step: 8570 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:09:10,874-Speed 3344.16 samples/sec Loss 9.8178 LearningRate 0.0949 Epoch: 0 Global Step: 8580 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:09:13,953-Speed 3326.15 samples/sec Loss 9.8547 LearningRate 0.0949 Epoch: 0 Global Step: 8590 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:09:17,019-Speed 3340.44 samples/sec Loss 9.8731 LearningRate 0.0949 Epoch: 0 Global Step: 8600 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:20,085-Speed 3341.35 samples/sec Loss 9.9601 LearningRate 0.0949 Epoch: 0 Global Step: 8610 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:23,154-Speed 3336.97 samples/sec Loss 9.8051 LearningRate 0.0949 Epoch: 0 Global Step: 8620 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:26,295-Speed 3261.91 samples/sec Loss 9.7779 LearningRate 0.0949 Epoch: 0 Global Step: 8630 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:29,361-Speed 3340.35 samples/sec Loss 9.8182 LearningRate 0.0949 Epoch: 0 Global Step: 8640 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:32,441-Speed 3324.75 samples/sec Loss 9.8088 LearningRate 0.0949 Epoch: 0 Global Step: 8650 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:35,595-Speed 3247.30 samples/sec Loss 9.9267 LearningRate 0.0949 Epoch: 0 Global Step: 8660 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:38,723-Speed 3274.49 samples/sec Loss 9.7387 LearningRate 0.0949 Epoch: 0 Global Step: 8670 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:41,820-Speed 3307.52 samples/sec Loss 9.7789 LearningRate 0.0949 Epoch: 0 Global Step: 8680 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:44,911-Speed 3314.30 samples/sec Loss 9.7816 LearningRate 0.0949 Epoch: 0 Global Step: 8690 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:47,978-Speed 3338.87 samples/sec Loss 9.7131 LearningRate 0.0949 Epoch: 0 Global Step: 8700 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:51,045-Speed 3339.83 samples/sec Loss 9.8186 LearningRate 0.0948 Epoch: 0 Global Step: 8710 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:54,145-Speed 3303.51 samples/sec Loss 9.7400 LearningRate 0.0948 Epoch: 0 Global Step: 8720 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:09:57,231-Speed 3319.86 samples/sec Loss 9.7819 LearningRate 0.0948 Epoch: 0 Global Step: 8730 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:00,343-Speed 3290.54 samples/sec Loss 9.6609 LearningRate 0.0948 Epoch: 0 Global Step: 8740 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:03,445-Speed 3302.08 samples/sec Loss 9.6479 LearningRate 0.0948 Epoch: 0 Global Step: 8750 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:06,559-Speed 3289.60 samples/sec Loss 9.5891 LearningRate 0.0948 Epoch: 0 Global Step: 8760 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:09,643-Speed 3321.09 samples/sec Loss 9.7034 LearningRate 0.0948 Epoch: 0 Global Step: 8770 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:12,712-Speed 3337.64 samples/sec Loss 9.7924 LearningRate 0.0948 Epoch: 0 Global Step: 8780 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:15,775-Speed 3343.11 samples/sec Loss 9.7884 LearningRate 0.0948 Epoch: 0 Global Step: 8790 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:18,853-Speed 3327.87 samples/sec Loss 9.8394 LearningRate 0.0948 Epoch: 0 Global Step: 8800 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:10:21,923-Speed 3336.12 samples/sec Loss 9.7421 LearningRate 0.0948 Epoch: 0 Global Step: 8810 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:25,047-Speed 3280.21 samples/sec Loss 9.6455 LearningRate 0.0948 Epoch: 0 Global Step: 8820 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:28,111-Speed 3343.03 samples/sec Loss 9.7228 LearningRate 0.0948 Epoch: 0 Global Step: 8830 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:31,185-Speed 3332.69 samples/sec Loss 9.5820 LearningRate 0.0948 Epoch: 0 Global Step: 8840 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:34,259-Speed 3331.37 samples/sec Loss 9.6067 LearningRate 0.0948 Epoch: 0 Global Step: 8850 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:37,329-Speed 3336.43 samples/sec Loss 9.7451 LearningRate 0.0948 Epoch: 0 Global Step: 8860 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:40,445-Speed 3286.52 samples/sec Loss 9.5995 LearningRate 0.0948 Epoch: 0 Global Step: 8870 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:43,545-Speed 3304.25 samples/sec Loss 9.5767 LearningRate 0.0948 Epoch: 0 Global Step: 8880 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:46,645-Speed 3304.00 samples/sec Loss 9.6176 LearningRate 0.0947 Epoch: 0 Global Step: 8890 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:49,717-Speed 3333.42 samples/sec Loss 9.5656 LearningRate 0.0947 Epoch: 0 Global Step: 8900 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:52,798-Speed 3324.92 samples/sec Loss 9.6494 LearningRate 0.0947 Epoch: 0 Global Step: 8910 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:10:55,861-Speed 3343.57 samples/sec Loss 9.6408 LearningRate 0.0947 Epoch: 0 Global Step: 8920 Fp16 Grad Scale: 131072 Required: 34 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00:11:17,471-Speed 3312.27 samples/sec Loss 9.6664 LearningRate 0.0947 Epoch: 0 Global Step: 8990 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:20,555-Speed 3320.58 samples/sec Loss 9.7118 LearningRate 0.0947 Epoch: 0 Global Step: 9000 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:23,626-Speed 3335.07 samples/sec Loss 9.6569 LearningRate 0.0947 Epoch: 0 Global Step: 9010 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:26,702-Speed 3329.53 samples/sec Loss 9.4898 LearningRate 0.0947 Epoch: 0 Global Step: 9020 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:29,796-Speed 3310.62 samples/sec Loss 9.5321 LearningRate 0.0947 Epoch: 0 Global Step: 9030 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:32,890-Speed 3310.29 samples/sec Loss 9.5800 LearningRate 0.0947 Epoch: 0 Global Step: 9040 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:35,961-Speed 3335.18 samples/sec Loss 9.4594 LearningRate 0.0947 Epoch: 0 Global Step: 9050 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:39,027-Speed 3341.57 samples/sec Loss 9.6220 LearningRate 0.0946 Epoch: 0 Global Step: 9060 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:42,093-Speed 3340.79 samples/sec Loss 9.6651 LearningRate 0.0946 Epoch: 0 Global Step: 9070 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:45,161-Speed 3338.09 samples/sec Loss 9.5789 LearningRate 0.0946 Epoch: 0 Global Step: 9080 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:48,227-Speed 3340.44 samples/sec Loss 9.5751 LearningRate 0.0946 Epoch: 0 Global Step: 9090 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:51,305-Speed 3327.50 samples/sec Loss 9.5735 LearningRate 0.0946 Epoch: 0 Global Step: 9100 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:11:54,391-Speed 3319.15 samples/sec Loss 9.4974 LearningRate 0.0946 Epoch: 0 Global Step: 9110 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:11:57,474-Speed 3321.66 samples/sec Loss 9.4519 LearningRate 0.0946 Epoch: 0 Global Step: 9120 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:00,540-Speed 3341.35 samples/sec Loss 9.4536 LearningRate 0.0946 Epoch: 0 Global Step: 9130 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:03,631-Speed 3313.08 samples/sec Loss 9.4192 LearningRate 0.0946 Epoch: 0 Global Step: 9140 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:06,735-Speed 3300.30 samples/sec Loss 9.5150 LearningRate 0.0946 Epoch: 0 Global Step: 9150 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:09,805-Speed 3336.24 samples/sec Loss 9.6778 LearningRate 0.0946 Epoch: 0 Global Step: 9160 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:12,906-Speed 3303.34 samples/sec Loss 9.4985 LearningRate 0.0946 Epoch: 0 Global Step: 9170 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:16,009-Speed 3300.45 samples/sec Loss 9.4989 LearningRate 0.0946 Epoch: 0 Global Step: 9180 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:19,100-Speed 3313.93 samples/sec Loss 9.4989 LearningRate 0.0946 Epoch: 0 Global Step: 9190 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:12:22,158-Speed 3350.44 samples/sec Loss 9.5267 LearningRate 0.0946 Epoch: 0 Global Step: 9200 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:12:25,232-Speed 3331.13 samples/sec Loss 9.5000 LearningRate 0.0946 Epoch: 0 Global Step: 9210 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:12:28,296-Speed 3343.94 samples/sec Loss 9.5212 LearningRate 0.0946 Epoch: 0 Global Step: 9220 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:12:31,361-Speed 3340.90 samples/sec Loss 9.4989 LearningRate 0.0945 Epoch: 0 Global Step: 9230 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:12:34,427-Speed 3341.43 samples/sec Loss 9.3577 LearningRate 0.0945 Epoch: 0 Global Step: 9240 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:12:37,486-Speed 3347.94 samples/sec Loss 9.4951 LearningRate 0.0945 Epoch: 0 Global Step: 9250 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:12:40,555-Speed 3337.40 samples/sec Loss 9.5800 LearningRate 0.0945 Epoch: 0 Global Step: 9260 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:12:43,630-Speed 3330.79 samples/sec Loss 9.4957 LearningRate 0.0945 Epoch: 0 Global Step: 9270 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:12:46,705-Speed 3331.60 samples/sec Loss 9.2816 LearningRate 0.0945 Epoch: 0 Global Step: 9280 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:12:49,773-Speed 3338.16 samples/sec Loss 9.4989 LearningRate 0.0945 Epoch: 0 Global Step: 9290 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:12:52,840-Speed 3339.45 samples/sec Loss 9.5958 LearningRate 0.0945 Epoch: 0 Global Step: 9300 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:12:55,913-Speed 3332.54 samples/sec Loss 9.4203 LearningRate 0.0945 Epoch: 0 Global Step: 9310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:12:58,989-Speed 3329.67 samples/sec Loss 9.4582 LearningRate 0.0945 Epoch: 0 Global Step: 9320 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:02,056-Speed 3340.04 samples/sec Loss 9.3948 LearningRate 0.0945 Epoch: 0 Global Step: 9330 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:05,135-Speed 3326.60 samples/sec Loss 9.4020 LearningRate 0.0945 Epoch: 0 Global Step: 9340 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:08,207-Speed 3334.09 samples/sec Loss 9.3962 LearningRate 0.0945 Epoch: 0 Global Step: 9350 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:13:11,274-Speed 3339.81 samples/sec Loss 9.3448 LearningRate 0.0945 Epoch: 0 Global Step: 9360 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:13:14,339-Speed 3341.24 samples/sec Loss 9.4247 LearningRate 0.0945 Epoch: 0 Global Step: 9370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:13:17,408-Speed 3338.17 samples/sec Loss 9.4071 LearningRate 0.0945 Epoch: 0 Global Step: 9380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:13:20,521-Speed 3290.05 samples/sec Loss 9.5333 LearningRate 0.0945 Epoch: 0 Global Step: 9390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:13:23,588-Speed 3339.27 samples/sec Loss 9.3589 LearningRate 0.0944 Epoch: 0 Global Step: 9400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:13:26,656-Speed 3338.85 samples/sec Loss 9.1293 LearningRate 0.0944 Epoch: 0 Global Step: 9410 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:29,720-Speed 3342.40 samples/sec Loss 9.3040 LearningRate 0.0944 Epoch: 0 Global Step: 9420 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:32,819-Speed 3305.28 samples/sec Loss 9.2390 LearningRate 0.0944 Epoch: 0 Global Step: 9430 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:35,931-Speed 3291.64 samples/sec Loss 9.3286 LearningRate 0.0944 Epoch: 0 Global Step: 9440 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:39,094-Speed 3237.50 samples/sec Loss 9.3578 LearningRate 0.0944 Epoch: 0 Global Step: 9450 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:42,158-Speed 3343.86 samples/sec Loss 9.2244 LearningRate 0.0944 Epoch: 0 Global Step: 9460 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:45,228-Speed 3335.90 samples/sec Loss 9.3058 LearningRate 0.0944 Epoch: 0 Global Step: 9470 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:48,294-Speed 3340.02 samples/sec Loss 9.3071 LearningRate 0.0944 Epoch: 0 Global Step: 9480 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:51,403-Speed 3294.02 samples/sec Loss 9.3176 LearningRate 0.0944 Epoch: 0 Global Step: 9490 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:54,477-Speed 3332.63 samples/sec Loss 9.3484 LearningRate 0.0944 Epoch: 0 Global Step: 9500 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:13:57,547-Speed 3336.05 samples/sec Loss 9.3409 LearningRate 0.0944 Epoch: 0 Global Step: 9510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:00,619-Speed 3334.20 samples/sec Loss 9.2958 LearningRate 0.0944 Epoch: 0 Global Step: 9520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:03,682-Speed 3343.89 samples/sec Loss 9.3093 LearningRate 0.0944 Epoch: 0 Global Step: 9530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:06,749-Speed 3341.55 samples/sec Loss 9.2583 LearningRate 0.0944 Epoch: 0 Global Step: 9540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:09,814-Speed 3340.92 samples/sec Loss 9.2439 LearningRate 0.0944 Epoch: 0 Global Step: 9550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:12,882-Speed 3339.41 samples/sec Loss 9.3213 LearningRate 0.0944 Epoch: 0 Global Step: 9560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:15,955-Speed 3332.35 samples/sec Loss 9.1871 LearningRate 0.0943 Epoch: 0 Global Step: 9570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:19,060-Speed 3299.27 samples/sec Loss 9.2882 LearningRate 0.0943 Epoch: 0 Global Step: 9580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:22,126-Speed 3340.67 samples/sec Loss 9.1888 LearningRate 0.0943 Epoch: 0 Global Step: 9590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:25,212-Speed 3318.67 samples/sec Loss 9.2216 LearningRate 0.0943 Epoch: 0 Global Step: 9600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:14:28,298-Speed 3319.97 samples/sec Loss 9.3607 LearningRate 0.0943 Epoch: 0 Global Step: 9610 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:14:31,362-Speed 3343.01 samples/sec Loss 9.1194 LearningRate 0.0943 Epoch: 0 Global Step: 9620 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:14:34,479-Speed 3285.87 samples/sec Loss 9.2331 LearningRate 0.0943 Epoch: 0 Global Step: 9630 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:37,549-Speed 3335.56 samples/sec Loss 9.1053 LearningRate 0.0943 Epoch: 0 Global Step: 9640 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:40,625-Speed 3330.68 samples/sec Loss 9.1179 LearningRate 0.0943 Epoch: 0 Global Step: 9650 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:43,699-Speed 3331.58 samples/sec Loss 9.2149 LearningRate 0.0943 Epoch: 0 Global Step: 9660 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:46,777-Speed 3328.09 samples/sec Loss 9.2180 LearningRate 0.0943 Epoch: 0 Global Step: 9670 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:49,840-Speed 3343.88 samples/sec Loss 9.1789 LearningRate 0.0943 Epoch: 0 Global Step: 9680 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:52,906-Speed 3340.09 samples/sec Loss 9.1448 LearningRate 0.0943 Epoch: 0 Global Step: 9690 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:55,972-Speed 3340.50 samples/sec Loss 9.1418 LearningRate 0.0943 Epoch: 0 Global Step: 9700 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:14:59,037-Speed 3341.79 samples/sec Loss 9.2109 LearningRate 0.0943 Epoch: 0 Global Step: 9710 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:02,145-Speed 3295.18 samples/sec Loss 9.1758 LearningRate 0.0943 Epoch: 0 Global Step: 9720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:05,367-Speed 3180.37 samples/sec Loss 9.2982 LearningRate 0.0943 Epoch: 0 Global Step: 9730 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:15:08,441-Speed 3332.39 samples/sec Loss 9.1369 LearningRate 0.0942 Epoch: 0 Global Step: 9740 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:15:11,512-Speed 3335.01 samples/sec Loss 9.0644 LearningRate 0.0942 Epoch: 0 Global Step: 9750 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:15:14,578-Speed 3340.97 samples/sec Loss 9.1298 LearningRate 0.0942 Epoch: 0 Global Step: 9760 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:15:17,649-Speed 3335.16 samples/sec Loss 9.1144 LearningRate 0.0942 Epoch: 0 Global Step: 9770 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:15:20,754-Speed 3298.53 samples/sec Loss 9.1563 LearningRate 0.0942 Epoch: 0 Global Step: 9780 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:15:23,836-Speed 3323.11 samples/sec Loss 9.0921 LearningRate 0.0942 Epoch: 0 Global Step: 9790 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:15:26,890-Speed 3353.71 samples/sec Loss 9.0497 LearningRate 0.0942 Epoch: 0 Global Step: 9800 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:29,962-Speed 3333.79 samples/sec Loss 9.0840 LearningRate 0.0942 Epoch: 0 Global Step: 9810 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:33,041-Speed 3326.73 samples/sec Loss 9.0460 LearningRate 0.0942 Epoch: 0 Global Step: 9820 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:36,112-Speed 3335.07 samples/sec Loss 9.1512 LearningRate 0.0942 Epoch: 0 Global Step: 9830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:39,195-Speed 3322.30 samples/sec Loss 9.0327 LearningRate 0.0942 Epoch: 0 Global Step: 9840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:42,263-Speed 3338.99 samples/sec Loss 9.1270 LearningRate 0.0942 Epoch: 0 Global Step: 9850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:45,348-Speed 3319.54 samples/sec Loss 9.0562 LearningRate 0.0942 Epoch: 0 Global Step: 9860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:48,412-Speed 3343.27 samples/sec Loss 8.9672 LearningRate 0.0942 Epoch: 0 Global Step: 9870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:51,478-Speed 3339.91 samples/sec Loss 9.2124 LearningRate 0.0942 Epoch: 0 Global Step: 9880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:54,560-Speed 3323.22 samples/sec Loss 9.0966 LearningRate 0.0942 Epoch: 0 Global Step: 9890 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:15:57,634-Speed 3332.03 samples/sec Loss 9.1028 LearningRate 0.0942 Epoch: 0 Global Step: 9900 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:00,702-Speed 3339.61 samples/sec Loss 9.0214 LearningRate 0.0942 Epoch: 0 Global Step: 9910 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:03,768-Speed 3339.68 samples/sec Loss 9.1997 LearningRate 0.0941 Epoch: 0 Global Step: 9920 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:06,833-Speed 3342.44 samples/sec Loss 9.0122 LearningRate 0.0941 Epoch: 0 Global Step: 9930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:09,909-Speed 3329.32 samples/sec Loss 8.9808 LearningRate 0.0941 Epoch: 0 Global Step: 9940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:12,983-Speed 3331.72 samples/sec Loss 9.0075 LearningRate 0.0941 Epoch: 0 Global Step: 9950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:16,063-Speed 3325.95 samples/sec Loss 9.0497 LearningRate 0.0941 Epoch: 0 Global Step: 9960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:19,127-Speed 3342.02 samples/sec Loss 8.9136 LearningRate 0.0941 Epoch: 0 Global Step: 9970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:22,204-Speed 3329.69 samples/sec Loss 8.9936 LearningRate 0.0941 Epoch: 0 Global Step: 9980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:16:25,281-Speed 3328.73 samples/sec Loss 9.0871 LearningRate 0.0941 Epoch: 0 Global Step: 9990 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:16:28,349-Speed 3338.50 samples/sec Loss 9.0645 LearningRate 0.0941 Epoch: 0 Global Step: 10000 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:17:11,909-[lfw][10000]XNorm: 21.683097 Training: 2022-04-11 00:17:11,910-[lfw][10000]Accuracy-Flip: 0.99633+-0.00314 Training: 2022-04-11 00:17:11,910-[lfw][10000]Accuracy-Highest: 0.99633 Training: 2022-04-11 00:18:02,518-[cfp_fp][10000]XNorm: 20.045754 Training: 2022-04-11 00:18:02,519-[cfp_fp][10000]Accuracy-Flip: 0.94586+-0.01113 Training: 2022-04-11 00:18:02,519-[cfp_fp][10000]Accuracy-Highest: 0.94586 Training: 2022-04-11 00:18:45,997-[agedb_30][10000]XNorm: 21.611275 Training: 2022-04-11 00:18:45,998-[agedb_30][10000]Accuracy-Flip: 0.95700+-0.00849 Training: 2022-04-11 00:18:45,998-[agedb_30][10000]Accuracy-Highest: 0.95700 Training: 2022-04-11 00:18:49,054-Speed 72.78 samples/sec Loss 9.0100 LearningRate 0.0941 Epoch: 0 Global Step: 10010 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:18:52,106-Speed 3355.70 samples/sec Loss 8.8664 LearningRate 0.0941 Epoch: 0 Global Step: 10020 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:18:55,165-Speed 3347.97 samples/sec Loss 9.0640 LearningRate 0.0941 Epoch: 0 Global Step: 10030 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:18:58,221-Speed 3351.56 samples/sec Loss 8.9411 LearningRate 0.0941 Epoch: 0 Global Step: 10040 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:19:01,280-Speed 3348.55 samples/sec Loss 8.9480 LearningRate 0.0941 Epoch: 0 Global Step: 10050 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:19:04,351-Speed 3334.84 samples/sec Loss 9.0525 LearningRate 0.0941 Epoch: 0 Global Step: 10060 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:19:07,426-Speed 3331.08 samples/sec Loss 8.9032 LearningRate 0.0941 Epoch: 0 Global Step: 10070 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:19:10,494-Speed 3338.83 samples/sec Loss 8.9469 LearningRate 0.0941 Epoch: 0 Global Step: 10080 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:19:13,590-Speed 3308.21 samples/sec Loss 9.0088 LearningRate 0.0940 Epoch: 0 Global Step: 10090 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:16,666-Speed 3329.79 samples/sec Loss 8.9309 LearningRate 0.0940 Epoch: 0 Global Step: 10100 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:19,762-Speed 3308.01 samples/sec Loss 9.0795 LearningRate 0.0940 Epoch: 0 Global Step: 10110 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:22,845-Speed 3322.16 samples/sec Loss 8.7856 LearningRate 0.0940 Epoch: 0 Global Step: 10120 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:25,907-Speed 3345.11 samples/sec Loss 8.9557 LearningRate 0.0940 Epoch: 0 Global Step: 10130 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:28,967-Speed 3347.51 samples/sec Loss 9.0435 LearningRate 0.0940 Epoch: 0 Global Step: 10140 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:32,028-Speed 3345.60 samples/sec Loss 9.0055 LearningRate 0.0940 Epoch: 0 Global Step: 10150 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:35,097-Speed 3337.83 samples/sec Loss 8.8546 LearningRate 0.0940 Epoch: 0 Global Step: 10160 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:38,202-Speed 3298.57 samples/sec Loss 8.9378 LearningRate 0.0940 Epoch: 0 Global Step: 10170 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:41,302-Speed 3304.19 samples/sec Loss 8.8481 LearningRate 0.0940 Epoch: 0 Global Step: 10180 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:44,534-Speed 3168.88 samples/sec Loss 8.8664 LearningRate 0.0940 Epoch: 0 Global Step: 10190 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:19:47,664-Speed 3271.48 samples/sec Loss 8.9568 LearningRate 0.0940 Epoch: 0 Global Step: 10200 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:19:50,753-Speed 3316.78 samples/sec Loss 8.9777 LearningRate 0.0940 Epoch: 0 Global Step: 10210 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:53,877-Speed 3278.88 samples/sec Loss 9.0014 LearningRate 0.0940 Epoch: 0 Global Step: 10220 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:19:56,995-Speed 3284.65 samples/sec Loss 8.7893 LearningRate 0.0940 Epoch: 0 Global Step: 10230 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:00,078-Speed 3322.01 samples/sec Loss 8.8888 LearningRate 0.0940 Epoch: 0 Global Step: 10240 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:03,152-Speed 3332.42 samples/sec Loss 8.9571 LearningRate 0.0940 Epoch: 0 Global Step: 10250 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:06,394-Speed 3159.09 samples/sec Loss 8.8342 LearningRate 0.0939 Epoch: 0 Global Step: 10260 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:09,616-Speed 3178.42 samples/sec Loss 8.8284 LearningRate 0.0939 Epoch: 0 Global Step: 10270 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:12,684-Speed 3338.46 samples/sec Loss 8.9182 LearningRate 0.0939 Epoch: 0 Global Step: 10280 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:15,774-Speed 3315.37 samples/sec Loss 8.9937 LearningRate 0.0939 Epoch: 0 Global Step: 10290 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:18,841-Speed 3339.73 samples/sec Loss 8.8221 LearningRate 0.0939 Epoch: 0 Global Step: 10300 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:21,905-Speed 3342.57 samples/sec Loss 8.8579 LearningRate 0.0939 Epoch: 0 Global Step: 10310 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:24,985-Speed 3325.57 samples/sec Loss 8.7881 LearningRate 0.0939 Epoch: 0 Global Step: 10320 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:28,049-Speed 3342.83 samples/sec Loss 9.0012 LearningRate 0.0939 Epoch: 0 Global Step: 10330 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:31,113-Speed 3342.89 samples/sec Loss 8.9227 LearningRate 0.0939 Epoch: 0 Global Step: 10340 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:20:34,177-Speed 3342.44 samples/sec Loss 8.8085 LearningRate 0.0939 Epoch: 0 Global Step: 10350 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:37,237-Speed 3346.54 samples/sec Loss 8.7988 LearningRate 0.0939 Epoch: 0 Global Step: 10360 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:40,300-Speed 3344.06 samples/sec Loss 8.7627 LearningRate 0.0939 Epoch: 0 Global Step: 10370 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:43,373-Speed 3334.40 samples/sec Loss 8.8172 LearningRate 0.0939 Epoch: 0 Global Step: 10380 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:46,436-Speed 3343.02 samples/sec Loss 8.8523 LearningRate 0.0939 Epoch: 0 Global Step: 10390 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:49,533-Speed 3307.92 samples/sec Loss 8.8190 LearningRate 0.0939 Epoch: 0 Global Step: 10400 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:52,607-Speed 3331.77 samples/sec Loss 8.7653 LearningRate 0.0939 Epoch: 0 Global Step: 10410 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:55,668-Speed 3346.13 samples/sec Loss 8.7857 LearningRate 0.0939 Epoch: 0 Global Step: 10420 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:20:58,755-Speed 3317.30 samples/sec Loss 8.7091 LearningRate 0.0938 Epoch: 0 Global Step: 10430 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:01,863-Speed 3296.11 samples/sec Loss 8.7249 LearningRate 0.0938 Epoch: 0 Global Step: 10440 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:04,933-Speed 3335.72 samples/sec Loss 8.7679 LearningRate 0.0938 Epoch: 0 Global Step: 10450 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:07,994-Speed 3346.19 samples/sec Loss 8.7126 LearningRate 0.0938 Epoch: 0 Global Step: 10460 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:11,065-Speed 3336.05 samples/sec Loss 8.7466 LearningRate 0.0938 Epoch: 0 Global Step: 10470 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:14,144-Speed 3326.31 samples/sec Loss 8.8348 LearningRate 0.0938 Epoch: 0 Global Step: 10480 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:17,231-Speed 3318.07 samples/sec Loss 8.7306 LearningRate 0.0938 Epoch: 0 Global Step: 10490 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:20,296-Speed 3341.00 samples/sec Loss 8.7195 LearningRate 0.0938 Epoch: 0 Global Step: 10500 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:23,362-Speed 3340.78 samples/sec Loss 8.8153 LearningRate 0.0938 Epoch: 0 Global Step: 10510 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:26,451-Speed 3315.69 samples/sec Loss 8.6503 LearningRate 0.0938 Epoch: 0 Global Step: 10520 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:21:29,587-Speed 3266.68 samples/sec Loss 8.6352 LearningRate 0.0938 Epoch: 0 Global Step: 10530 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:32,679-Speed 3312.50 samples/sec Loss 8.7823 LearningRate 0.0938 Epoch: 0 Global Step: 10540 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:35,873-Speed 3207.00 samples/sec Loss 8.8024 LearningRate 0.0938 Epoch: 0 Global Step: 10550 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:38,947-Speed 3331.64 samples/sec Loss 8.7615 LearningRate 0.0938 Epoch: 0 Global Step: 10560 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:42,014-Speed 3339.68 samples/sec Loss 8.8126 LearningRate 0.0938 Epoch: 0 Global Step: 10570 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:45,116-Speed 3301.99 samples/sec Loss 8.6602 LearningRate 0.0938 Epoch: 0 Global Step: 10580 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:48,186-Speed 3335.88 samples/sec Loss 8.8568 LearningRate 0.0938 Epoch: 0 Global Step: 10590 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:51,255-Speed 3337.66 samples/sec Loss 8.7062 LearningRate 0.0938 Epoch: 0 Global Step: 10600 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:54,342-Speed 3318.25 samples/sec Loss 8.7073 LearningRate 0.0937 Epoch: 0 Global Step: 10610 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:21:57,415-Speed 3332.59 samples/sec Loss 8.6624 LearningRate 0.0937 Epoch: 0 Global Step: 10620 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:22:00,486-Speed 3335.16 samples/sec Loss 8.6601 LearningRate 0.0937 Epoch: 0 Global Step: 10630 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:22:03,577-Speed 3314.28 samples/sec Loss 8.5755 LearningRate 0.0937 Epoch: 0 Global Step: 10640 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:22:06,648-Speed 3335.60 samples/sec Loss 8.6467 LearningRate 0.0937 Epoch: 0 Global Step: 10650 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:22:09,696-Speed 3359.69 samples/sec Loss 8.6639 LearningRate 0.0937 Epoch: 0 Global Step: 10660 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:22:12,766-Speed 3336.15 samples/sec Loss 8.6915 LearningRate 0.0937 Epoch: 0 Global Step: 10670 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:22:15,834-Speed 3338.60 samples/sec Loss 8.6767 LearningRate 0.0937 Epoch: 0 Global Step: 10680 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:22:18,912-Speed 3328.08 samples/sec Loss 8.6995 LearningRate 0.0937 Epoch: 0 Global Step: 10690 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:22:22,070-Speed 3242.80 samples/sec Loss 8.7134 LearningRate 0.0937 Epoch: 0 Global Step: 10700 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:22:25,134-Speed 3343.49 samples/sec Loss 8.6866 LearningRate 0.0937 Epoch: 0 Global Step: 10710 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:22:28,194-Speed 3346.94 samples/sec Loss 8.5423 LearningRate 0.0937 Epoch: 0 Global Step: 10720 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:31,265-Speed 3335.30 samples/sec Loss 8.7901 LearningRate 0.0937 Epoch: 0 Global Step: 10730 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:34,329-Speed 3343.06 samples/sec Loss 8.5788 LearningRate 0.0937 Epoch: 0 Global Step: 10740 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:37,386-Speed 3349.80 samples/sec Loss 8.6520 LearningRate 0.0937 Epoch: 0 Global Step: 10750 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:40,447-Speed 3346.17 samples/sec Loss 8.5469 LearningRate 0.0937 Epoch: 0 Global Step: 10760 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:43,525-Speed 3328.70 samples/sec Loss 8.5183 LearningRate 0.0937 Epoch: 0 Global Step: 10770 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:46,588-Speed 3343.17 samples/sec Loss 8.4938 LearningRate 0.0936 Epoch: 0 Global Step: 10780 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:49,741-Speed 3248.29 samples/sec Loss 8.7119 LearningRate 0.0936 Epoch: 0 Global Step: 10790 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:52,814-Speed 3333.10 samples/sec Loss 8.6527 LearningRate 0.0936 Epoch: 0 Global Step: 10800 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:55,899-Speed 3320.41 samples/sec Loss 8.6120 LearningRate 0.0936 Epoch: 0 Global Step: 10810 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:22:58,969-Speed 3336.89 samples/sec Loss 8.6330 LearningRate 0.0936 Epoch: 0 Global Step: 10820 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:02,035-Speed 3340.47 samples/sec Loss 8.6157 LearningRate 0.0936 Epoch: 0 Global Step: 10830 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:05,112-Speed 3328.53 samples/sec Loss 8.5043 LearningRate 0.0936 Epoch: 0 Global Step: 10840 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:08,200-Speed 3317.41 samples/sec Loss 8.4960 LearningRate 0.0936 Epoch: 0 Global Step: 10850 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:11,358-Speed 3242.85 samples/sec Loss 8.6671 LearningRate 0.0936 Epoch: 0 Global Step: 10860 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:14,541-Speed 3217.69 samples/sec Loss 8.7119 LearningRate 0.0936 Epoch: 0 Global Step: 10870 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:17,631-Speed 3315.17 samples/sec Loss 8.4938 LearningRate 0.0936 Epoch: 0 Global Step: 10880 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:20,699-Speed 3338.12 samples/sec Loss 8.4603 LearningRate 0.0936 Epoch: 0 Global Step: 10890 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:23,772-Speed 3332.42 samples/sec Loss 8.5766 LearningRate 0.0936 Epoch: 0 Global Step: 10900 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:26,844-Speed 3335.20 samples/sec Loss 8.5477 LearningRate 0.0936 Epoch: 0 Global Step: 10910 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:29,991-Speed 3254.22 samples/sec Loss 8.6097 LearningRate 0.0936 Epoch: 0 Global Step: 10920 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:33,075-Speed 3321.09 samples/sec Loss 8.4680 LearningRate 0.0936 Epoch: 0 Global Step: 10930 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:36,138-Speed 3343.88 samples/sec Loss 8.5579 LearningRate 0.0936 Epoch: 0 Global Step: 10940 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:39,303-Speed 3236.11 samples/sec Loss 8.5806 LearningRate 0.0935 Epoch: 0 Global Step: 10950 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:42,364-Speed 3345.48 samples/sec Loss 8.5236 LearningRate 0.0935 Epoch: 0 Global Step: 10960 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:45,426-Speed 3345.77 samples/sec Loss 8.4706 LearningRate 0.0935 Epoch: 0 Global Step: 10970 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:23:48,506-Speed 3325.52 samples/sec Loss 8.5400 LearningRate 0.0935 Epoch: 0 Global Step: 10980 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:51,578-Speed 3333.80 samples/sec Loss 8.5803 LearningRate 0.0935 Epoch: 0 Global Step: 10990 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:54,659-Speed 3324.91 samples/sec Loss 8.5342 LearningRate 0.0935 Epoch: 0 Global Step: 11000 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:23:57,727-Speed 3339.00 samples/sec Loss 8.6021 LearningRate 0.0935 Epoch: 0 Global Step: 11010 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:24:00,882-Speed 3246.15 samples/sec Loss 8.6233 LearningRate 0.0935 Epoch: 0 Global Step: 11020 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:03,988-Speed 3298.25 samples/sec Loss 8.5987 LearningRate 0.0935 Epoch: 0 Global Step: 11030 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:07,050-Speed 3344.55 samples/sec Loss 8.5546 LearningRate 0.0935 Epoch: 0 Global Step: 11040 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:10,124-Speed 3331.48 samples/sec Loss 8.5943 LearningRate 0.0935 Epoch: 0 Global Step: 11050 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:13,196-Speed 3333.77 samples/sec Loss 8.4756 LearningRate 0.0935 Epoch: 0 Global Step: 11060 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:16,347-Speed 3251.09 samples/sec Loss 8.4304 LearningRate 0.0935 Epoch: 0 Global Step: 11070 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:19,420-Speed 3333.79 samples/sec Loss 8.5226 LearningRate 0.0935 Epoch: 0 Global Step: 11080 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:22,488-Speed 3337.83 samples/sec Loss 8.4488 LearningRate 0.0935 Epoch: 0 Global Step: 11090 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:25,558-Speed 3336.01 samples/sec Loss 8.4504 LearningRate 0.0935 Epoch: 0 Global Step: 11100 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:28,629-Speed 3335.43 samples/sec Loss 8.3801 LearningRate 0.0935 Epoch: 0 Global Step: 11110 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:24:31,707-Speed 3328.16 samples/sec Loss 8.4958 LearningRate 0.0934 Epoch: 0 Global Step: 11120 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:34,786-Speed 3326.20 samples/sec Loss 8.4871 LearningRate 0.0934 Epoch: 0 Global Step: 11130 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:37,860-Speed 3332.01 samples/sec Loss 8.5232 LearningRate 0.0934 Epoch: 0 Global Step: 11140 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:40,944-Speed 3321.07 samples/sec Loss 8.4807 LearningRate 0.0934 Epoch: 0 Global Step: 11150 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:44,009-Speed 3341.69 samples/sec Loss 8.4984 LearningRate 0.0934 Epoch: 0 Global Step: 11160 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:47,085-Speed 3330.64 samples/sec Loss 8.4584 LearningRate 0.0934 Epoch: 0 Global Step: 11170 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:50,179-Speed 3310.30 samples/sec Loss 8.4809 LearningRate 0.0934 Epoch: 0 Global Step: 11180 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:53,254-Speed 3329.93 samples/sec Loss 8.4342 LearningRate 0.0934 Epoch: 0 Global Step: 11190 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:56,318-Speed 3342.75 samples/sec Loss 8.4831 LearningRate 0.0934 Epoch: 0 Global Step: 11200 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:24:59,399-Speed 3324.60 samples/sec Loss 8.3752 LearningRate 0.0934 Epoch: 0 Global Step: 11210 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:25:02,465-Speed 3340.89 samples/sec Loss 8.4705 LearningRate 0.0934 Epoch: 0 Global Step: 11220 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:25:05,543-Speed 3327.35 samples/sec Loss 8.4277 LearningRate 0.0934 Epoch: 0 Global Step: 11230 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:25:08,603-Speed 3347.34 samples/sec Loss 8.5333 LearningRate 0.0934 Epoch: 0 Global Step: 11240 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:25:11,658-Speed 3353.09 samples/sec Loss 8.4324 LearningRate 0.0934 Epoch: 0 Global Step: 11250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:25:14,729-Speed 3335.77 samples/sec Loss 8.3629 LearningRate 0.0934 Epoch: 0 Global Step: 11260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:25:17,793-Speed 3342.13 samples/sec Loss 8.4235 LearningRate 0.0934 Epoch: 0 Global Step: 11270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:25:20,882-Speed 3316.40 samples/sec Loss 8.4165 LearningRate 0.0934 Epoch: 0 Global Step: 11280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:25:24,074-Speed 3208.28 samples/sec Loss 8.4515 LearningRate 0.0934 Epoch: 0 Global Step: 11290 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:27,137-Speed 3343.32 samples/sec Loss 8.4501 LearningRate 0.0933 Epoch: 0 Global Step: 11300 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:30,205-Speed 3339.39 samples/sec Loss 8.3799 LearningRate 0.0933 Epoch: 0 Global Step: 11310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:33,299-Speed 3309.89 samples/sec Loss 8.4218 LearningRate 0.0933 Epoch: 0 Global Step: 11320 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:36,375-Speed 3330.54 samples/sec Loss 8.5018 LearningRate 0.0933 Epoch: 0 Global Step: 11330 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:39,446-Speed 3335.28 samples/sec Loss 8.4063 LearningRate 0.0933 Epoch: 0 Global Step: 11340 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:42,517-Speed 3334.98 samples/sec Loss 8.4075 LearningRate 0.0933 Epoch: 0 Global Step: 11350 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:45,655-Speed 3263.92 samples/sec Loss 8.3701 LearningRate 0.0933 Epoch: 0 Global Step: 11360 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:48,721-Speed 3340.87 samples/sec Loss 8.4867 LearningRate 0.0933 Epoch: 0 Global Step: 11370 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:51,784-Speed 3344.09 samples/sec Loss 8.4983 LearningRate 0.0933 Epoch: 0 Global Step: 11380 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:25:54,848-Speed 3341.99 samples/sec Loss 8.3409 LearningRate 0.0933 Epoch: 0 Global Step: 11390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:25:57,925-Speed 3329.17 samples/sec Loss 8.4533 LearningRate 0.0933 Epoch: 0 Global Step: 11400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:01,000-Speed 3330.39 samples/sec Loss 8.4600 LearningRate 0.0933 Epoch: 0 Global Step: 11410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:04,092-Speed 3313.35 samples/sec Loss 8.3465 LearningRate 0.0933 Epoch: 0 Global Step: 11420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:07,159-Speed 3339.93 samples/sec Loss 8.4242 LearningRate 0.0933 Epoch: 0 Global Step: 11430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:10,252-Speed 3311.67 samples/sec Loss 8.2295 LearningRate 0.0933 Epoch: 0 Global Step: 11440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:13,325-Speed 3332.14 samples/sec Loss 8.2576 LearningRate 0.0933 Epoch: 0 Global Step: 11450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:16,380-Speed 3353.37 samples/sec Loss 8.3746 LearningRate 0.0933 Epoch: 0 Global Step: 11460 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:19,451-Speed 3334.60 samples/sec Loss 8.4417 LearningRate 0.0932 Epoch: 0 Global Step: 11470 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:22,545-Speed 3310.89 samples/sec Loss 8.3796 LearningRate 0.0932 Epoch: 0 Global Step: 11480 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:25,622-Speed 3327.78 samples/sec Loss 8.4845 LearningRate 0.0932 Epoch: 0 Global Step: 11490 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:28,709-Speed 3319.00 samples/sec Loss 8.3470 LearningRate 0.0932 Epoch: 0 Global Step: 11500 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:31,772-Speed 3343.13 samples/sec Loss 8.5272 LearningRate 0.0932 Epoch: 0 Global Step: 11510 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:34,847-Speed 3331.90 samples/sec Loss 8.2883 LearningRate 0.0932 Epoch: 0 Global Step: 11520 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:37,916-Speed 3336.92 samples/sec Loss 8.3274 LearningRate 0.0932 Epoch: 0 Global Step: 11530 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:40,983-Speed 3339.89 samples/sec Loss 8.3940 LearningRate 0.0932 Epoch: 0 Global Step: 11540 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:44,052-Speed 3336.56 samples/sec Loss 8.1921 LearningRate 0.0932 Epoch: 0 Global Step: 11550 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:47,124-Speed 3334.20 samples/sec Loss 8.3039 LearningRate 0.0932 Epoch: 0 Global Step: 11560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:50,193-Speed 3337.99 samples/sec Loss 8.4377 LearningRate 0.0932 Epoch: 0 Global Step: 11570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:26:53,247-Speed 3353.83 samples/sec Loss 8.4306 LearningRate 0.0932 Epoch: 0 Global Step: 11580 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:56,319-Speed 3333.74 samples/sec Loss 8.2247 LearningRate 0.0932 Epoch: 0 Global Step: 11590 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:26:59,386-Speed 3339.40 samples/sec Loss 8.2380 LearningRate 0.0932 Epoch: 0 Global Step: 11600 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:02,525-Speed 3263.05 samples/sec Loss 8.2134 LearningRate 0.0932 Epoch: 0 Global Step: 11610 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:05,641-Speed 3287.13 samples/sec Loss 8.2251 LearningRate 0.0932 Epoch: 0 Global Step: 11620 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:08,764-Speed 3279.87 samples/sec Loss 8.1667 LearningRate 0.0932 Epoch: 0 Global Step: 11630 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:11,838-Speed 3331.60 samples/sec Loss 8.3845 LearningRate 0.0931 Epoch: 0 Global Step: 11640 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:14,996-Speed 3243.67 samples/sec Loss 8.2611 LearningRate 0.0931 Epoch: 0 Global Step: 11650 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:18,106-Speed 3293.14 samples/sec Loss 8.3495 LearningRate 0.0931 Epoch: 0 Global Step: 11660 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:21,184-Speed 3327.81 samples/sec Loss 8.2537 LearningRate 0.0931 Epoch: 0 Global Step: 11670 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:24,255-Speed 3335.71 samples/sec Loss 8.3805 LearningRate 0.0931 Epoch: 0 Global Step: 11680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:27:27,333-Speed 3326.89 samples/sec Loss 8.3208 LearningRate 0.0931 Epoch: 0 Global Step: 11690 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:27:30,401-Speed 3339.43 samples/sec Loss 8.1457 LearningRate 0.0931 Epoch: 0 Global Step: 11700 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:27:33,455-Speed 3353.96 samples/sec Loss 8.3417 LearningRate 0.0931 Epoch: 0 Global Step: 11710 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:36,526-Speed 3334.81 samples/sec Loss 8.2544 LearningRate 0.0931 Epoch: 0 Global Step: 11720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:39,608-Speed 3322.93 samples/sec Loss 8.3669 LearningRate 0.0931 Epoch: 0 Global Step: 11730 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:42,675-Speed 3340.65 samples/sec Loss 8.1755 LearningRate 0.0931 Epoch: 0 Global Step: 11740 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:45,738-Speed 3343.83 samples/sec Loss 8.2096 LearningRate 0.0931 Epoch: 0 Global Step: 11750 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:48,810-Speed 3333.65 samples/sec Loss 8.3020 LearningRate 0.0931 Epoch: 0 Global Step: 11760 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:51,896-Speed 3318.70 samples/sec Loss 8.2842 LearningRate 0.0931 Epoch: 0 Global Step: 11770 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:54,997-Speed 3303.07 samples/sec Loss 8.2210 LearningRate 0.0931 Epoch: 0 Global Step: 11780 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:27:58,167-Speed 3230.92 samples/sec Loss 8.3260 LearningRate 0.0931 Epoch: 0 Global Step: 11790 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:01,269-Speed 3302.27 samples/sec Loss 8.1677 LearningRate 0.0931 Epoch: 0 Global Step: 11800 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:04,380-Speed 3292.10 samples/sec Loss 8.1334 LearningRate 0.0930 Epoch: 0 Global Step: 11810 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:07,436-Speed 3352.11 samples/sec Loss 8.1719 LearningRate 0.0930 Epoch: 0 Global Step: 11820 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:10,509-Speed 3332.59 samples/sec Loss 8.1596 LearningRate 0.0930 Epoch: 0 Global Step: 11830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:13,575-Speed 3340.91 samples/sec Loss 8.1057 LearningRate 0.0930 Epoch: 0 Global Step: 11840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:16,740-Speed 3236.68 samples/sec Loss 8.2546 LearningRate 0.0930 Epoch: 0 Global Step: 11850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:19,879-Speed 3262.50 samples/sec Loss 8.0670 LearningRate 0.0930 Epoch: 0 Global Step: 11860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:22,962-Speed 3321.94 samples/sec Loss 8.1854 LearningRate 0.0930 Epoch: 0 Global Step: 11870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:26,036-Speed 3332.80 samples/sec Loss 8.2622 LearningRate 0.0930 Epoch: 0 Global Step: 11880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:29,102-Speed 3340.16 samples/sec Loss 8.1946 LearningRate 0.0930 Epoch: 0 Global Step: 11890 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:32,169-Speed 3339.11 samples/sec Loss 8.1262 LearningRate 0.0930 Epoch: 0 Global Step: 11900 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:35,235-Speed 3340.94 samples/sec Loss 8.1489 LearningRate 0.0930 Epoch: 0 Global Step: 11910 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:28:38,311-Speed 3330.64 samples/sec Loss 8.0750 LearningRate 0.0930 Epoch: 0 Global Step: 11920 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:41,401-Speed 3314.97 samples/sec Loss 8.2518 LearningRate 0.0930 Epoch: 0 Global Step: 11930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:44,487-Speed 3319.86 samples/sec Loss 8.1053 LearningRate 0.0930 Epoch: 0 Global Step: 11940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:47,554-Speed 3339.25 samples/sec Loss 8.3164 LearningRate 0.0930 Epoch: 0 Global Step: 11950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:50,633-Speed 3326.70 samples/sec Loss 8.1237 LearningRate 0.0930 Epoch: 0 Global Step: 11960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:53,712-Speed 3325.55 samples/sec Loss 8.2458 LearningRate 0.0930 Epoch: 0 Global Step: 11970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:56,807-Speed 3310.18 samples/sec Loss 8.0863 LearningRate 0.0930 Epoch: 0 Global Step: 11980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:28:59,875-Speed 3339.10 samples/sec Loss 8.1578 LearningRate 0.0929 Epoch: 0 Global Step: 11990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:29:02,944-Speed 3337.25 samples/sec Loss 8.0794 LearningRate 0.0929 Epoch: 0 Global Step: 12000 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:29:47,252-[lfw][12000]XNorm: 24.062023 Training: 2022-04-11 00:29:47,253-[lfw][12000]Accuracy-Flip: 0.99617+-0.00358 Training: 2022-04-11 00:29:47,253-[lfw][12000]Accuracy-Highest: 0.99633 Training: 2022-04-11 00:30:38,830-[cfp_fp][12000]XNorm: 22.129733 Training: 2022-04-11 00:30:38,831-[cfp_fp][12000]Accuracy-Flip: 0.95971+-0.00769 Training: 2022-04-11 00:30:38,831-[cfp_fp][12000]Accuracy-Highest: 0.95971 Training: 2022-04-11 00:31:23,042-[agedb_30][12000]XNorm: 23.550760 Training: 2022-04-11 00:31:23,043-[agedb_30][12000]Accuracy-Flip: 0.96233+-0.01036 Training: 2022-04-11 00:31:23,043-[agedb_30][12000]Accuracy-Highest: 0.96233 Training: 2022-04-11 00:31:26,123-Speed 71.52 samples/sec Loss 8.1388 LearningRate 0.0929 Epoch: 0 Global Step: 12010 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:31:29,181-Speed 3349.85 samples/sec Loss 8.1459 LearningRate 0.0929 Epoch: 0 Global Step: 12020 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:31:32,262-Speed 3324.29 samples/sec Loss 8.1529 LearningRate 0.0929 Epoch: 0 Global Step: 12030 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:31:35,368-Speed 3297.19 samples/sec Loss 8.1479 LearningRate 0.0929 Epoch: 0 Global Step: 12040 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:31:38,500-Speed 3270.30 samples/sec Loss 8.1820 LearningRate 0.0929 Epoch: 0 Global Step: 12050 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:31:41,647-Speed 3254.64 samples/sec Loss 8.1051 LearningRate 0.0929 Epoch: 0 Global Step: 12060 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:31:44,808-Speed 3240.64 samples/sec Loss 8.2059 LearningRate 0.0929 Epoch: 0 Global Step: 12070 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:31:47,903-Speed 3308.94 samples/sec Loss 7.9462 LearningRate 0.0929 Epoch: 0 Global Step: 12080 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:31:50,964-Speed 3345.82 samples/sec Loss 8.1185 LearningRate 0.0929 Epoch: 0 Global Step: 12090 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:31:54,036-Speed 3334.17 samples/sec Loss 8.1409 LearningRate 0.0929 Epoch: 0 Global Step: 12100 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:31:57,110-Speed 3332.47 samples/sec Loss 8.1234 LearningRate 0.0929 Epoch: 0 Global Step: 12110 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:00,173-Speed 3344.57 samples/sec Loss 8.1570 LearningRate 0.0929 Epoch: 0 Global Step: 12120 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:03,243-Speed 3336.13 samples/sec Loss 8.0315 LearningRate 0.0929 Epoch: 0 Global Step: 12130 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:06,306-Speed 3344.12 samples/sec Loss 8.0088 LearningRate 0.0929 Epoch: 0 Global Step: 12140 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:09,392-Speed 3319.21 samples/sec Loss 8.0320 LearningRate 0.0929 Epoch: 0 Global Step: 12150 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:12,496-Speed 3299.36 samples/sec Loss 8.0496 LearningRate 0.0928 Epoch: 0 Global Step: 12160 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:15,600-Speed 3299.51 samples/sec Loss 8.1033 LearningRate 0.0928 Epoch: 0 Global Step: 12170 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:18,698-Speed 3306.61 samples/sec Loss 8.0359 LearningRate 0.0928 Epoch: 0 Global Step: 12180 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:21,773-Speed 3330.92 samples/sec Loss 8.1088 LearningRate 0.0928 Epoch: 0 Global Step: 12190 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:24,850-Speed 3329.07 samples/sec Loss 8.0285 LearningRate 0.0928 Epoch: 0 Global Step: 12200 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:27,935-Speed 3319.97 samples/sec Loss 8.1371 LearningRate 0.0928 Epoch: 0 Global Step: 12210 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:31,019-Speed 3321.69 samples/sec Loss 8.1317 LearningRate 0.0928 Epoch: 0 Global Step: 12220 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:34,126-Speed 3296.57 samples/sec Loss 7.9125 LearningRate 0.0928 Epoch: 0 Global Step: 12230 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:32:37,213-Speed 3317.24 samples/sec Loss 8.1926 LearningRate 0.0928 Epoch: 0 Global Step: 12240 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:40,301-Speed 3317.70 samples/sec Loss 8.1259 LearningRate 0.0928 Epoch: 0 Global Step: 12250 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:43,373-Speed 3333.00 samples/sec Loss 7.9747 LearningRate 0.0928 Epoch: 0 Global Step: 12260 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:46,448-Speed 3331.37 samples/sec Loss 8.0822 LearningRate 0.0928 Epoch: 0 Global Step: 12270 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:49,541-Speed 3311.76 samples/sec Loss 8.1181 LearningRate 0.0928 Epoch: 0 Global Step: 12280 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:52,619-Speed 3328.01 samples/sec Loss 8.0615 LearningRate 0.0928 Epoch: 0 Global Step: 12290 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:55,701-Speed 3322.66 samples/sec Loss 7.9940 LearningRate 0.0928 Epoch: 0 Global Step: 12300 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:32:58,779-Speed 3327.26 samples/sec Loss 7.9349 LearningRate 0.0928 Epoch: 0 Global Step: 12310 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:33:01,853-Speed 3333.53 samples/sec Loss 7.9970 LearningRate 0.0928 Epoch: 0 Global Step: 12320 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:33:04,974-Speed 3281.82 samples/sec Loss 8.0633 LearningRate 0.0927 Epoch: 0 Global Step: 12330 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:33:08,041-Speed 3339.08 samples/sec Loss 8.1049 LearningRate 0.0927 Epoch: 0 Global Step: 12340 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:11,122-Speed 3325.17 samples/sec Loss 7.9576 LearningRate 0.0927 Epoch: 0 Global Step: 12350 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:14,262-Speed 3261.31 samples/sec Loss 7.9847 LearningRate 0.0927 Epoch: 0 Global Step: 12360 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:17,327-Speed 3341.59 samples/sec Loss 7.9101 LearningRate 0.0927 Epoch: 0 Global Step: 12370 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:20,404-Speed 3329.60 samples/sec Loss 7.9396 LearningRate 0.0927 Epoch: 0 Global Step: 12380 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:23,469-Speed 3341.48 samples/sec Loss 7.9728 LearningRate 0.0927 Epoch: 0 Global Step: 12390 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:26,531-Speed 3344.95 samples/sec Loss 8.0462 LearningRate 0.0927 Epoch: 0 Global Step: 12400 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:29,609-Speed 3327.54 samples/sec Loss 8.0622 LearningRate 0.0927 Epoch: 0 Global Step: 12410 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:32,721-Speed 3291.67 samples/sec Loss 8.0520 LearningRate 0.0927 Epoch: 0 Global Step: 12420 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:35,811-Speed 3314.63 samples/sec Loss 7.9186 LearningRate 0.0927 Epoch: 0 Global Step: 12430 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:38,875-Speed 3342.34 samples/sec Loss 7.9556 LearningRate 0.0927 Epoch: 0 Global Step: 12440 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:33:41,937-Speed 3346.31 samples/sec Loss 7.8775 LearningRate 0.0927 Epoch: 0 Global Step: 12450 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:44,997-Speed 3347.39 samples/sec Loss 8.0633 LearningRate 0.0927 Epoch: 0 Global Step: 12460 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:48,055-Speed 3348.69 samples/sec Loss 8.0173 LearningRate 0.0927 Epoch: 0 Global Step: 12470 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:51,212-Speed 3244.20 samples/sec Loss 8.0955 LearningRate 0.0927 Epoch: 0 Global Step: 12480 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:54,304-Speed 3312.57 samples/sec Loss 7.9044 LearningRate 0.0927 Epoch: 0 Global Step: 12490 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:33:57,364-Speed 3346.88 samples/sec Loss 7.9434 LearningRate 0.0927 Epoch: 0 Global Step: 12500 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:34:00,427-Speed 3344.02 samples/sec Loss 7.8747 LearningRate 0.0926 Epoch: 0 Global Step: 12510 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:03,493-Speed 3341.43 samples/sec Loss 8.0607 LearningRate 0.0926 Epoch: 0 Global Step: 12520 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:06,554-Speed 3346.25 samples/sec Loss 7.9439 LearningRate 0.0926 Epoch: 0 Global Step: 12530 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:09,640-Speed 3318.49 samples/sec Loss 7.8542 LearningRate 0.0926 Epoch: 0 Global Step: 12540 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:12,731-Speed 3313.90 samples/sec Loss 7.9364 LearningRate 0.0926 Epoch: 0 Global Step: 12550 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:15,800-Speed 3337.36 samples/sec Loss 7.9122 LearningRate 0.0926 Epoch: 0 Global Step: 12560 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:18,863-Speed 3343.27 samples/sec Loss 7.9449 LearningRate 0.0926 Epoch: 0 Global Step: 12570 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:21,928-Speed 3342.21 samples/sec Loss 8.0885 LearningRate 0.0926 Epoch: 0 Global Step: 12580 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:25,060-Speed 3269.85 samples/sec Loss 7.9112 LearningRate 0.0926 Epoch: 0 Global Step: 12590 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:28,159-Speed 3305.15 samples/sec Loss 7.7790 LearningRate 0.0926 Epoch: 0 Global Step: 12600 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:34:31,246-Speed 3318.54 samples/sec Loss 8.0432 LearningRate 0.0926 Epoch: 0 Global Step: 12610 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:34:34,354-Speed 3295.39 samples/sec Loss 7.9233 LearningRate 0.0926 Epoch: 0 Global Step: 12620 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:34:37,494-Speed 3262.50 samples/sec Loss 7.8720 LearningRate 0.0926 Epoch: 0 Global Step: 12630 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:34:40,716-Speed 3179.15 samples/sec Loss 7.8657 LearningRate 0.0926 Epoch: 0 Global Step: 12640 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:34:43,833-Speed 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0 Global Step: 12830 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:35:42,424-Speed 3324.91 samples/sec Loss 7.9522 LearningRate 0.0925 Epoch: 0 Global Step: 12840 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:35:45,498-Speed 3331.75 samples/sec Loss 7.9189 LearningRate 0.0924 Epoch: 0 Global Step: 12850 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:35:48,584-Speed 3319.33 samples/sec Loss 7.8892 LearningRate 0.0924 Epoch: 0 Global Step: 12860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:35:51,652-Speed 3338.77 samples/sec Loss 7.9031 LearningRate 0.0924 Epoch: 0 Global Step: 12870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:35:54,723-Speed 3334.58 samples/sec Loss 7.8455 LearningRate 0.0924 Epoch: 0 Global Step: 12880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:35:57,797-Speed 3332.38 samples/sec Loss 7.8250 LearningRate 0.0924 Epoch: 0 Global Step: 12890 Fp16 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Required: 33 hours Training: 2022-04-11 00:36:19,695-Speed 3208.09 samples/sec Loss 7.8814 LearningRate 0.0924 Epoch: 0 Global Step: 12960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:36:22,812-Speed 3285.99 samples/sec Loss 7.8343 LearningRate 0.0924 Epoch: 0 Global Step: 12970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:36:25,896-Speed 3321.19 samples/sec Loss 7.8730 LearningRate 0.0924 Epoch: 0 Global Step: 12980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:36:28,956-Speed 3347.34 samples/sec Loss 7.8681 LearningRate 0.0924 Epoch: 0 Global Step: 12990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:36:32,053-Speed 3307.17 samples/sec Loss 7.7792 LearningRate 0.0924 Epoch: 0 Global Step: 13000 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:35,140-Speed 3317.56 samples/sec Loss 7.8397 LearningRate 0.0924 Epoch: 0 Global Step: 13010 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:38,269-Speed 3274.08 samples/sec Loss 7.7087 LearningRate 0.0924 Epoch: 0 Global Step: 13020 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:41,422-Speed 3248.51 samples/sec Loss 7.7407 LearningRate 0.0923 Epoch: 0 Global Step: 13030 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:44,501-Speed 3327.06 samples/sec Loss 7.7902 LearningRate 0.0923 Epoch: 0 Global Step: 13040 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:47,585-Speed 3322.39 samples/sec Loss 7.7932 LearningRate 0.0923 Epoch: 0 Global Step: 13050 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:50,655-Speed 3336.21 samples/sec Loss 7.8245 LearningRate 0.0923 Epoch: 0 Global Step: 13060 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:53,723-Speed 3338.36 samples/sec Loss 7.6956 LearningRate 0.0923 Epoch: 0 Global Step: 13070 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:56,809-Speed 3318.77 samples/sec Loss 7.7023 LearningRate 0.0923 Epoch: 0 Global Step: 13080 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:36:59,881-Speed 3334.41 samples/sec Loss 7.6362 LearningRate 0.0923 Epoch: 0 Global Step: 13090 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:37:02,975-Speed 3310.63 samples/sec Loss 7.6838 LearningRate 0.0923 Epoch: 0 Global Step: 13100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:37:06,043-Speed 3337.91 samples/sec Loss 7.6736 LearningRate 0.0923 Epoch: 0 Global Step: 13110 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:37:09,154-Speed 3292.43 samples/sec Loss 7.8213 LearningRate 0.0923 Epoch: 0 Global Step: 13120 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:37:12,264-Speed 3294.11 samples/sec Loss 7.8188 LearningRate 0.0923 Epoch: 0 Global Step: 13130 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:37:15,335-Speed 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00:39:28,232-Speed 3280.56 samples/sec Loss 7.7795 LearningRate 0.0920 Epoch: 0 Global Step: 13570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:39:31,296-Speed 3342.43 samples/sec Loss 7.6750 LearningRate 0.0920 Epoch: 0 Global Step: 13580 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:39:34,352-Speed 3351.97 samples/sec Loss 7.6045 LearningRate 0.0920 Epoch: 0 Global Step: 13590 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:39:37,422-Speed 3336.81 samples/sec Loss 7.6211 LearningRate 0.0920 Epoch: 0 Global Step: 13600 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:39:40,491-Speed 3336.71 samples/sec Loss 7.7199 LearningRate 0.0920 Epoch: 0 Global Step: 13610 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:39:43,560-Speed 3338.00 samples/sec Loss 7.5974 LearningRate 0.0920 Epoch: 0 Global Step: 13620 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:39:46,637-Speed 3329.34 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Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:40:45,266-Speed 3331.63 samples/sec Loss 7.5621 LearningRate 0.0919 Epoch: 0 Global Step: 13820 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:40:48,342-Speed 3329.64 samples/sec Loss 7.5702 LearningRate 0.0919 Epoch: 0 Global Step: 13830 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:40:51,416-Speed 3332.24 samples/sec Loss 7.6044 LearningRate 0.0919 Epoch: 0 Global Step: 13840 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:40:54,556-Speed 3261.67 samples/sec Loss 7.6290 LearningRate 0.0919 Epoch: 0 Global Step: 13850 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:40:57,627-Speed 3335.29 samples/sec Loss 7.4863 LearningRate 0.0919 Epoch: 0 Global Step: 13860 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:41:00,704-Speed 3329.09 samples/sec Loss 7.5235 LearningRate 0.0919 Epoch: 0 Global Step: 13870 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:41:03,774-Speed 3335.52 samples/sec Loss 7.5192 LearningRate 0.0919 Epoch: 0 Global Step: 13880 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:41:06,869-Speed 3309.73 samples/sec Loss 7.5272 LearningRate 0.0919 Epoch: 0 Global Step: 13890 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:41:10,012-Speed 3259.01 samples/sec Loss 7.7238 LearningRate 0.0918 Epoch: 0 Global Step: 13900 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:41:13,112-Speed 3303.27 samples/sec Loss 7.4685 LearningRate 0.0918 Epoch: 0 Global Step: 13910 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:41:16,191-Speed 3327.04 samples/sec Loss 7.5425 LearningRate 0.0918 Epoch: 0 Global Step: 13920 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:41:19,274-Speed 3322.78 samples/sec Loss 7.5148 LearningRate 0.0918 Epoch: 0 Global Step: 13930 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:41:22,334-Speed 3347.42 samples/sec Loss 7.6431 LearningRate 0.0918 Epoch: 0 Global Step: 13940 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:41:25,435-Speed 3302.23 samples/sec Loss 7.5255 LearningRate 0.0918 Epoch: 0 Global Step: 13950 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:41:28,571-Speed 3266.31 samples/sec Loss 7.4241 LearningRate 0.0918 Epoch: 0 Global Step: 13960 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:41:31,644-Speed 3333.96 samples/sec Loss 7.4140 LearningRate 0.0918 Epoch: 0 Global Step: 13970 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:41:34,795-Speed 3250.49 samples/sec Loss 7.4761 LearningRate 0.0918 Epoch: 0 Global Step: 13980 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:41:37,890-Speed 3309.53 samples/sec Loss 7.5263 LearningRate 0.0918 Epoch: 0 Global Step: 13990 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:41:40,968-Speed 3328.13 samples/sec Loss 7.4126 LearningRate 0.0918 Epoch: 0 Global Step: 14000 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:42:24,759-[lfw][14000]XNorm: 22.431370 Training: 2022-04-11 00:42:24,760-[lfw][14000]Accuracy-Flip: 0.99533+-0.00379 Training: 2022-04-11 00:42:24,760-[lfw][14000]Accuracy-Highest: 0.99633 Training: 2022-04-11 00:43:15,716-[cfp_fp][14000]XNorm: 20.762199 Training: 2022-04-11 00:43:15,717-[cfp_fp][14000]Accuracy-Flip: 0.96371+-0.00806 Training: 2022-04-11 00:43:15,717-[cfp_fp][14000]Accuracy-Highest: 0.96371 Training: 2022-04-11 00:43:59,428-[agedb_30][14000]XNorm: 22.679022 Training: 2022-04-11 00:43:59,429-[agedb_30][14000]Accuracy-Flip: 0.96167+-0.00840 Training: 2022-04-11 00:43:59,429-[agedb_30][14000]Accuracy-Highest: 0.96233 Training: 2022-04-11 00:44:02,591-Speed 72.30 samples/sec Loss 7.6154 LearningRate 0.0918 Epoch: 0 Global Step: 14010 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:44:05,717-Speed 3276.21 samples/sec Loss 7.4695 LearningRate 0.0918 Epoch: 0 Global Step: 14020 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:44:08,770-Speed 3355.05 samples/sec Loss 7.5169 LearningRate 0.0918 Epoch: 0 Global Step: 14030 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:44:11,827-Speed 3350.52 samples/sec Loss 7.5194 LearningRate 0.0918 Epoch: 0 Global Step: 14040 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:14,879-Speed 3356.07 samples/sec Loss 7.4983 LearningRate 0.0918 Epoch: 0 Global Step: 14050 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:17,931-Speed 3355.86 samples/sec Loss 7.4511 LearningRate 0.0918 Epoch: 0 Global Step: 14060 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:20,982-Speed 3357.59 samples/sec Loss 7.4671 LearningRate 0.0917 Epoch: 0 Global Step: 14070 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:24,033-Speed 3356.60 samples/sec Loss 7.5083 LearningRate 0.0917 Epoch: 0 Global Step: 14080 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:27,091-Speed 3349.96 samples/sec Loss 7.5300 LearningRate 0.0917 Epoch: 0 Global Step: 14090 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:30,149-Speed 3348.79 samples/sec Loss 7.4849 LearningRate 0.0917 Epoch: 0 Global Step: 14100 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:33,212-Speed 3344.72 samples/sec Loss 7.6057 LearningRate 0.0917 Epoch: 0 Global Step: 14110 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:36,278-Speed 3340.04 samples/sec Loss 7.4810 LearningRate 0.0917 Epoch: 0 Global Step: 14120 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:39,348-Speed 3336.50 samples/sec Loss 7.5147 LearningRate 0.0917 Epoch: 0 Global Step: 14130 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:42,409-Speed 3346.37 samples/sec Loss 7.4945 LearningRate 0.0917 Epoch: 0 Global Step: 14140 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:44:45,534-Speed 3277.87 samples/sec Loss 7.4994 LearningRate 0.0917 Epoch: 0 Global Step: 14150 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:48,658-Speed 3278.59 samples/sec Loss 7.5663 LearningRate 0.0917 Epoch: 0 Global Step: 14160 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:51,733-Speed 3330.47 samples/sec Loss 7.3741 LearningRate 0.0917 Epoch: 0 Global Step: 14170 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:54,835-Speed 3302.43 samples/sec Loss 7.4629 LearningRate 0.0917 Epoch: 0 Global Step: 14180 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:44:57,897-Speed 3345.20 samples/sec Loss 7.5690 LearningRate 0.0917 Epoch: 0 Global Step: 14190 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:00,963-Speed 3340.80 samples/sec Loss 7.5254 LearningRate 0.0917 Epoch: 0 Global Step: 14200 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:04,046-Speed 3321.63 samples/sec Loss 7.5415 LearningRate 0.0917 Epoch: 0 Global Step: 14210 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:07,222-Speed 3224.65 samples/sec Loss 7.4526 LearningRate 0.0917 Epoch: 0 Global Step: 14220 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:10,329-Speed 3296.77 samples/sec Loss 7.4586 LearningRate 0.0917 Epoch: 0 Global Step: 14230 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:13,438-Speed 3295.29 samples/sec Loss 7.5063 LearningRate 0.0917 Epoch: 0 Global Step: 14240 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:16,507-Speed 3337.42 samples/sec Loss 7.4055 LearningRate 0.0916 Epoch: 0 Global Step: 14250 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:45:19,646-Speed 3263.45 samples/sec Loss 7.4728 LearningRate 0.0916 Epoch: 0 Global Step: 14260 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:45:22,781-Speed 3267.14 samples/sec Loss 7.2891 LearningRate 0.0916 Epoch: 0 Global Step: 14270 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:45:25,840-Speed 3349.69 samples/sec Loss 7.4585 LearningRate 0.0916 Epoch: 0 Global Step: 14280 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:28,953-Speed 3290.66 samples/sec Loss 7.3819 LearningRate 0.0916 Epoch: 0 Global Step: 14290 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:32,028-Speed 3330.85 samples/sec Loss 7.3575 LearningRate 0.0916 Epoch: 0 Global Step: 14300 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:35,148-Speed 3282.46 samples/sec Loss 7.5276 LearningRate 0.0916 Epoch: 0 Global Step: 14310 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:38,217-Speed 3337.50 samples/sec Loss 7.2570 LearningRate 0.0916 Epoch: 0 Global Step: 14320 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:41,290-Speed 3333.54 samples/sec Loss 7.3828 LearningRate 0.0916 Epoch: 0 Global Step: 14330 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:44,366-Speed 3329.36 samples/sec Loss 7.5171 LearningRate 0.0916 Epoch: 0 Global Step: 14340 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:47,524-Speed 3243.99 samples/sec Loss 7.3824 LearningRate 0.0916 Epoch: 0 Global Step: 14350 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:50,651-Speed 3275.12 samples/sec Loss 7.4662 LearningRate 0.0916 Epoch: 0 Global Step: 14360 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:53,782-Speed 3272.03 samples/sec Loss 7.4462 LearningRate 0.0916 Epoch: 0 Global Step: 14370 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:45:56,866-Speed 3320.67 samples/sec Loss 7.4806 LearningRate 0.0916 Epoch: 0 Global Step: 14380 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:45:59,976-Speed 3294.02 samples/sec Loss 7.3622 LearningRate 0.0916 Epoch: 0 Global Step: 14390 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:03,064-Speed 3316.34 samples/sec Loss 7.4337 LearningRate 0.0916 Epoch: 0 Global Step: 14400 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:06,171-Speed 3296.27 samples/sec Loss 7.3945 LearningRate 0.0916 Epoch: 0 Global Step: 14410 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:09,242-Speed 3336.10 samples/sec Loss 7.3993 LearningRate 0.0915 Epoch: 0 Global Step: 14420 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:12,302-Speed 3346.50 samples/sec Loss 7.3345 LearningRate 0.0915 Epoch: 0 Global Step: 14430 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:15,372-Speed 3337.20 samples/sec Loss 7.4033 LearningRate 0.0915 Epoch: 0 Global Step: 14440 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:18,446-Speed 3331.35 samples/sec Loss 7.3780 LearningRate 0.0915 Epoch: 0 Global Step: 14450 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:21,514-Speed 3339.29 samples/sec Loss 7.4751 LearningRate 0.0915 Epoch: 0 Global Step: 14460 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:24,587-Speed 3336.88 samples/sec Loss 7.4870 LearningRate 0.0915 Epoch: 0 Global Step: 14470 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:27,718-Speed 3270.52 samples/sec Loss 7.4207 LearningRate 0.0915 Epoch: 0 Global Step: 14480 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:30,876-Speed 3243.52 samples/sec Loss 7.5017 LearningRate 0.0915 Epoch: 0 Global Step: 14490 Fp16 Grad Scale: 262144 Required: 34 hours Training: 2022-04-11 00:46:33,931-Speed 3352.18 samples/sec Loss 7.4700 LearningRate 0.0915 Epoch: 0 Global Step: 14500 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:37,047-Speed 3287.14 samples/sec Loss 7.4441 LearningRate 0.0915 Epoch: 0 Global Step: 14510 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:46:40,216-Speed 3232.71 samples/sec Loss 7.4123 LearningRate 0.0915 Epoch: 0 Global Step: 14520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:46:43,323-Speed 3297.07 samples/sec Loss 7.2630 LearningRate 0.0915 Epoch: 0 Global Step: 14530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:46:46,417-Speed 3309.51 samples/sec Loss 7.4322 LearningRate 0.0915 Epoch: 0 Global Step: 14540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:46:49,495-Speed 3328.56 samples/sec Loss 7.4777 LearningRate 0.0915 Epoch: 0 Global Step: 14550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:46:52,586-Speed 3313.27 samples/sec Loss 7.4124 LearningRate 0.0915 Epoch: 0 Global Step: 14560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:46:55,695-Speed 3294.96 samples/sec Loss 7.3153 LearningRate 0.0915 Epoch: 0 Global Step: 14570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:46:58,788-Speed 3310.69 samples/sec Loss 7.3948 LearningRate 0.0915 Epoch: 0 Global Step: 14580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:01,947-Speed 3242.54 samples/sec Loss 7.3725 LearningRate 0.0914 Epoch: 0 Global Step: 14590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:05,013-Speed 3340.73 samples/sec Loss 7.3680 LearningRate 0.0914 Epoch: 0 Global Step: 14600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:08,089-Speed 3330.52 samples/sec Loss 7.3396 LearningRate 0.0914 Epoch: 0 Global Step: 14610 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:11,153-Speed 3342.74 samples/sec Loss 7.1932 LearningRate 0.0914 Epoch: 0 Global Step: 14620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:14,228-Speed 3330.20 samples/sec Loss 7.3973 LearningRate 0.0914 Epoch: 0 Global Step: 14630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:17,307-Speed 3327.10 samples/sec Loss 7.3667 LearningRate 0.0914 Epoch: 0 Global Step: 14640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:20,386-Speed 3326.98 samples/sec Loss 7.4306 LearningRate 0.0914 Epoch: 0 Global Step: 14650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:23,459-Speed 3333.10 samples/sec Loss 7.3655 LearningRate 0.0914 Epoch: 0 Global Step: 14660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:26,523-Speed 3342.04 samples/sec Loss 7.2742 LearningRate 0.0914 Epoch: 0 Global Step: 14670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:47:29,594-Speed 3335.88 samples/sec Loss 7.3381 LearningRate 0.0914 Epoch: 0 Global Step: 14680 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:32,656-Speed 3345.24 samples/sec Loss 7.3632 LearningRate 0.0914 Epoch: 0 Global Step: 14690 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:35,725-Speed 3337.02 samples/sec Loss 7.3914 LearningRate 0.0914 Epoch: 0 Global Step: 14700 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:38,825-Speed 3305.65 samples/sec Loss 7.3073 LearningRate 0.0914 Epoch: 0 Global Step: 14710 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:41,896-Speed 3335.14 samples/sec Loss 7.3892 LearningRate 0.0914 Epoch: 0 Global Step: 14720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:44,961-Speed 3342.21 samples/sec Loss 7.4128 LearningRate 0.0914 Epoch: 0 Global Step: 14730 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:48,045-Speed 3321.45 samples/sec Loss 7.2950 LearningRate 0.0914 Epoch: 0 Global Step: 14740 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:51,163-Speed 3284.81 samples/sec Loss 7.3638 LearningRate 0.0914 Epoch: 0 Global Step: 14750 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:54,228-Speed 3341.47 samples/sec Loss 7.2778 LearningRate 0.0914 Epoch: 0 Global Step: 14760 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:47:57,290-Speed 3345.61 samples/sec Loss 7.3846 LearningRate 0.0913 Epoch: 0 Global Step: 14770 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:00,352-Speed 3345.00 samples/sec Loss 7.2862 LearningRate 0.0913 Epoch: 0 Global Step: 14780 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:03,449-Speed 3306.32 samples/sec Loss 7.3366 LearningRate 0.0913 Epoch: 0 Global Step: 14790 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:06,558-Speed 3294.65 samples/sec Loss 7.3517 LearningRate 0.0913 Epoch: 0 Global Step: 14800 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:09,658-Speed 3304.30 samples/sec Loss 7.2601 LearningRate 0.0913 Epoch: 0 Global Step: 14810 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:12,731-Speed 3333.91 samples/sec Loss 7.3088 LearningRate 0.0913 Epoch: 0 Global Step: 14820 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:15,782-Speed 3356.39 samples/sec Loss 7.3407 LearningRate 0.0913 Epoch: 0 Global Step: 14830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:18,857-Speed 3331.75 samples/sec Loss 7.3440 LearningRate 0.0913 Epoch: 0 Global Step: 14840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:22,004-Speed 3254.45 samples/sec Loss 7.3632 LearningRate 0.0913 Epoch: 0 Global Step: 14850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:25,149-Speed 3256.08 samples/sec Loss 7.3234 LearningRate 0.0913 Epoch: 0 Global Step: 14860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:28,217-Speed 3338.55 samples/sec Loss 7.2676 LearningRate 0.0913 Epoch: 0 Global Step: 14870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:31,286-Speed 3337.62 samples/sec Loss 7.3703 LearningRate 0.0913 Epoch: 0 Global Step: 14880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:34,349-Speed 3342.88 samples/sec Loss 7.4336 LearningRate 0.0913 Epoch: 0 Global Step: 14890 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:37,492-Speed 3259.75 samples/sec Loss 7.3543 LearningRate 0.0913 Epoch: 0 Global Step: 14900 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:40,574-Speed 3323.08 samples/sec Loss 7.2606 LearningRate 0.0913 Epoch: 0 Global Step: 14910 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:43,649-Speed 3330.44 samples/sec Loss 7.3993 LearningRate 0.0913 Epoch: 0 Global Step: 14920 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:48:46,713-Speed 3343.11 samples/sec Loss 7.1851 LearningRate 0.0913 Epoch: 0 Global Step: 14930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:49,824-Speed 3292.21 samples/sec Loss 7.2967 LearningRate 0.0912 Epoch: 0 Global Step: 14940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:52,902-Speed 3328.17 samples/sec Loss 7.3094 LearningRate 0.0912 Epoch: 0 Global Step: 14950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:56,021-Speed 3283.91 samples/sec Loss 7.3474 LearningRate 0.0912 Epoch: 0 Global Step: 14960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:48:59,089-Speed 3337.72 samples/sec Loss 7.2872 LearningRate 0.0912 Epoch: 0 Global Step: 14970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:02,189-Speed 3304.31 samples/sec Loss 7.1607 LearningRate 0.0912 Epoch: 0 Global Step: 14980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:05,382-Speed 3207.72 samples/sec Loss 7.3696 LearningRate 0.0912 Epoch: 0 Global Step: 14990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:08,533-Speed 3251.17 samples/sec Loss 7.2201 LearningRate 0.0912 Epoch: 0 Global Step: 15000 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:11,602-Speed 3337.47 samples/sec Loss 7.2595 LearningRate 0.0912 Epoch: 0 Global Step: 15010 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:14,667-Speed 3341.46 samples/sec Loss 7.3460 LearningRate 0.0912 Epoch: 0 Global Step: 15020 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:17,748-Speed 3325.19 samples/sec Loss 7.2335 LearningRate 0.0912 Epoch: 0 Global Step: 15030 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:49:20,814-Speed 3339.81 samples/sec Loss 7.3886 LearningRate 0.0912 Epoch: 0 Global Step: 15040 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:23,931-Speed 3286.49 samples/sec Loss 7.2114 LearningRate 0.0912 Epoch: 0 Global Step: 15050 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:27,030-Speed 3304.51 samples/sec Loss 7.3005 LearningRate 0.0912 Epoch: 0 Global Step: 15060 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:30,107-Speed 3329.17 samples/sec Loss 7.3387 LearningRate 0.0912 Epoch: 0 Global Step: 15070 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:33,173-Speed 3341.02 samples/sec Loss 7.1777 LearningRate 0.0912 Epoch: 0 Global Step: 15080 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:36,239-Speed 3341.09 samples/sec Loss 7.2669 LearningRate 0.0912 Epoch: 0 Global Step: 15090 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:39,334-Speed 3309.00 samples/sec Loss 7.1878 LearningRate 0.0912 Epoch: 0 Global Step: 15100 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:42,396-Speed 3344.74 samples/sec Loss 7.1479 LearningRate 0.0912 Epoch: 0 Global Step: 15110 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:45,468-Speed 3334.52 samples/sec Loss 7.1323 LearningRate 0.0911 Epoch: 0 Global Step: 15120 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:48,573-Speed 3298.19 samples/sec Loss 7.2355 LearningRate 0.0911 Epoch: 0 Global Step: 15130 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:51,651-Speed 3328.32 samples/sec Loss 7.2854 LearningRate 0.0911 Epoch: 0 Global Step: 15140 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:49:54,715-Speed 3343.48 samples/sec Loss 7.1575 LearningRate 0.0911 Epoch: 0 Global Step: 15150 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:49:57,785-Speed 3336.05 samples/sec Loss 7.2050 LearningRate 0.0911 Epoch: 0 Global Step: 15160 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:00,881-Speed 3308.06 samples/sec Loss 7.1143 LearningRate 0.0911 Epoch: 0 Global Step: 15170 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:03,950-Speed 3337.08 samples/sec Loss 7.1303 LearningRate 0.0911 Epoch: 0 Global Step: 15180 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:07,023-Speed 3334.22 samples/sec Loss 7.1513 LearningRate 0.0911 Epoch: 0 Global Step: 15190 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:10,090-Speed 3339.72 samples/sec Loss 7.2025 LearningRate 0.0911 Epoch: 0 Global Step: 15200 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:13,159-Speed 3336.90 samples/sec Loss 7.1633 LearningRate 0.0911 Epoch: 0 Global Step: 15210 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:16,239-Speed 3325.50 samples/sec Loss 7.2246 LearningRate 0.0911 Epoch: 0 Global Step: 15220 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:19,320-Speed 3324.56 samples/sec Loss 7.0842 LearningRate 0.0911 Epoch: 0 Global Step: 15230 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:22,393-Speed 3333.46 samples/sec Loss 7.2624 LearningRate 0.0911 Epoch: 0 Global Step: 15240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:25,444-Speed 3357.09 samples/sec Loss 7.1707 LearningRate 0.0911 Epoch: 0 Global Step: 15250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:28,510-Speed 3340.89 samples/sec Loss 7.2699 LearningRate 0.0911 Epoch: 0 Global Step: 15260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:31,586-Speed 3329.67 samples/sec Loss 7.0943 LearningRate 0.0911 Epoch: 0 Global Step: 15270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:34,671-Speed 3320.40 samples/sec Loss 7.2444 LearningRate 0.0911 Epoch: 0 Global Step: 15280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:37,740-Speed 3336.46 samples/sec Loss 7.1337 LearningRate 0.0910 Epoch: 0 Global Step: 15290 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:40,816-Speed 3330.61 samples/sec Loss 7.2765 LearningRate 0.0910 Epoch: 0 Global Step: 15300 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:43,884-Speed 3337.94 samples/sec Loss 7.1502 LearningRate 0.0910 Epoch: 0 Global Step: 15310 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:47,001-Speed 3286.33 samples/sec Loss 7.2248 LearningRate 0.0910 Epoch: 0 Global Step: 15320 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:50,073-Speed 3333.99 samples/sec Loss 7.3265 LearningRate 0.0910 Epoch: 0 Global Step: 15330 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:53,143-Speed 3336.30 samples/sec Loss 7.1504 LearningRate 0.0910 Epoch: 0 Global Step: 15340 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:50:56,210-Speed 3339.64 samples/sec Loss 7.1958 LearningRate 0.0910 Epoch: 0 Global Step: 15350 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:50:59,272-Speed 3345.01 samples/sec Loss 7.1994 LearningRate 0.0910 Epoch: 0 Global Step: 15360 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:51:02,348-Speed 3329.77 samples/sec Loss 7.1391 LearningRate 0.0910 Epoch: 0 Global Step: 15370 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:51:05,398-Speed 3359.06 samples/sec Loss 7.0907 LearningRate 0.0910 Epoch: 0 Global Step: 15380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:08,464-Speed 3340.52 samples/sec Loss 7.1218 LearningRate 0.0910 Epoch: 0 Global Step: 15390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:11,535-Speed 3334.88 samples/sec Loss 7.1464 LearningRate 0.0910 Epoch: 0 Global Step: 15400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:14,601-Speed 3340.95 samples/sec Loss 7.2576 LearningRate 0.0910 Epoch: 0 Global Step: 15410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:17,679-Speed 3327.99 samples/sec Loss 7.1543 LearningRate 0.0910 Epoch: 0 Global Step: 15420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:20,758-Speed 3326.44 samples/sec Loss 7.0502 LearningRate 0.0910 Epoch: 0 Global Step: 15430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:23,831-Speed 3333.65 samples/sec Loss 7.0878 LearningRate 0.0910 Epoch: 0 Global Step: 15440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:26,911-Speed 3324.40 samples/sec Loss 7.2073 LearningRate 0.0910 Epoch: 0 Global Step: 15450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:29,979-Speed 3338.32 samples/sec Loss 7.0982 LearningRate 0.0910 Epoch: 0 Global Step: 15460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:33,044-Speed 3342.38 samples/sec Loss 7.2136 LearningRate 0.0909 Epoch: 0 Global Step: 15470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:36,115-Speed 3335.04 samples/sec Loss 7.2367 LearningRate 0.0909 Epoch: 0 Global Step: 15480 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:51:39,177-Speed 3345.08 samples/sec Loss 7.0369 LearningRate 0.0909 Epoch: 0 Global Step: 15490 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:51:42,245-Speed 3339.04 samples/sec Loss 7.0360 LearningRate 0.0909 Epoch: 0 Global Step: 15500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:45,307-Speed 3344.90 samples/sec Loss 7.1988 LearningRate 0.0909 Epoch: 0 Global Step: 15510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:48,372-Speed 3341.42 samples/sec Loss 7.0641 LearningRate 0.0909 Epoch: 0 Global Step: 15520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:51,507-Speed 3267.52 samples/sec Loss 7.1297 LearningRate 0.0909 Epoch: 0 Global Step: 15530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:54,569-Speed 3345.01 samples/sec Loss 7.0409 LearningRate 0.0909 Epoch: 0 Global Step: 15540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:51:57,635-Speed 3339.60 samples/sec Loss 7.0320 LearningRate 0.0909 Epoch: 0 Global Step: 15550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:52:00,722-Speed 3318.32 samples/sec Loss 7.1106 LearningRate 0.0909 Epoch: 0 Global Step: 15560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:52:03,807-Speed 3320.58 samples/sec Loss 7.1725 LearningRate 0.0909 Epoch: 0 Global Step: 15570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:52:06,876-Speed 3337.22 samples/sec Loss 7.0126 LearningRate 0.0909 Epoch: 0 Global Step: 15580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:52:09,940-Speed 3342.70 samples/sec Loss 7.0662 LearningRate 0.0909 Epoch: 0 Global Step: 15590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:52:13,031-Speed 3313.19 samples/sec Loss 7.2106 LearningRate 0.0909 Epoch: 0 Global Step: 15600 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:52:16,097-Speed 3341.45 samples/sec Loss 7.1542 LearningRate 0.0909 Epoch: 0 Global Step: 15610 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:52:19,161-Speed 3342.22 samples/sec Loss 7.0102 LearningRate 0.0909 Epoch: 0 Global Step: 15620 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:52:22,228-Speed 3339.16 samples/sec Loss 7.2150 LearningRate 0.0909 Epoch: 0 Global Step: 15630 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:52:25,347-Speed 3284.33 samples/sec Loss 7.0974 LearningRate 0.0908 Epoch: 0 Global Step: 15640 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:52:28,411-Speed 3342.83 samples/sec Loss 7.0654 LearningRate 0.0908 Epoch: 0 Global Step: 15650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:52:31,484-Speed 3332.81 samples/sec Loss 7.1050 LearningRate 0.0908 Epoch: 0 Global Step: 15660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:52:34,541-Speed 3350.88 samples/sec Loss 7.1453 LearningRate 0.0908 Epoch: 0 Global Step: 15670 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:37,621-Speed 3325.30 samples/sec Loss 7.1319 LearningRate 0.0908 Epoch: 0 Global Step: 15680 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:40,697-Speed 3330.04 samples/sec Loss 7.0603 LearningRate 0.0908 Epoch: 0 Global Step: 15690 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:43,768-Speed 3335.06 samples/sec Loss 7.1045 LearningRate 0.0908 Epoch: 0 Global Step: 15700 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:46,836-Speed 3338.36 samples/sec Loss 7.0524 LearningRate 0.0908 Epoch: 0 Global Step: 15710 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:49,914-Speed 3327.97 samples/sec Loss 7.0359 LearningRate 0.0908 Epoch: 0 Global Step: 15720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:52,985-Speed 3334.91 samples/sec Loss 7.1125 LearningRate 0.0908 Epoch: 0 Global Step: 15730 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:56,079-Speed 3311.41 samples/sec Loss 7.2248 LearningRate 0.0908 Epoch: 0 Global Step: 15740 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:52:59,175-Speed 3308.25 samples/sec Loss 7.0123 LearningRate 0.0908 Epoch: 0 Global Step: 15750 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:02,241-Speed 3340.42 samples/sec Loss 7.0602 LearningRate 0.0908 Epoch: 0 Global Step: 15760 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:05,319-Speed 3327.77 samples/sec Loss 6.9774 LearningRate 0.0908 Epoch: 0 Global Step: 15770 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:53:08,397-Speed 3327.97 samples/sec Loss 7.0702 LearningRate 0.0908 Epoch: 0 Global Step: 15780 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:53:11,457-Speed 3346.58 samples/sec Loss 7.0296 LearningRate 0.0908 Epoch: 0 Global Step: 15790 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:14,521-Speed 3342.67 samples/sec Loss 7.0853 LearningRate 0.0908 Epoch: 0 Global Step: 15800 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:17,681-Speed 3241.51 samples/sec Loss 7.0545 LearningRate 0.0908 Epoch: 0 Global Step: 15810 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:20,800-Speed 3283.22 samples/sec Loss 6.9877 LearningRate 0.0907 Epoch: 0 Global Step: 15820 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:23,957-Speed 3245.13 samples/sec Loss 7.0320 LearningRate 0.0907 Epoch: 0 Global Step: 15830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:27,026-Speed 3337.98 samples/sec Loss 7.0934 LearningRate 0.0907 Epoch: 0 Global Step: 15840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:30,097-Speed 3334.76 samples/sec Loss 6.9707 LearningRate 0.0907 Epoch: 0 Global Step: 15850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:33,169-Speed 3333.86 samples/sec Loss 6.9359 LearningRate 0.0907 Epoch: 0 Global Step: 15860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:36,240-Speed 3335.11 samples/sec Loss 7.0039 LearningRate 0.0907 Epoch: 0 Global Step: 15870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:39,309-Speed 3337.19 samples/sec Loss 7.0465 LearningRate 0.0907 Epoch: 0 Global Step: 15880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:53:42,383-Speed 3332.49 samples/sec Loss 7.0663 LearningRate 0.0907 Epoch: 0 Global Step: 15890 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:53:45,484-Speed 3303.02 samples/sec Loss 7.1436 LearningRate 0.0907 Epoch: 0 Global Step: 15900 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:53:48,678-Speed 3208.29 samples/sec Loss 6.9505 LearningRate 0.0907 Epoch: 0 Global Step: 15910 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:53:51,761-Speed 3322.38 samples/sec Loss 7.0230 LearningRate 0.0907 Epoch: 0 Global Step: 15920 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:53:54,832-Speed 3334.75 samples/sec Loss 6.9952 LearningRate 0.0907 Epoch: 0 Global Step: 15930 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:53:57,909-Speed 3329.61 samples/sec Loss 6.9973 LearningRate 0.0907 Epoch: 0 Global Step: 15940 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:54:00,981-Speed 3333.60 samples/sec Loss 7.0970 LearningRate 0.0907 Epoch: 0 Global Step: 15950 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:54:04,056-Speed 3331.63 samples/sec Loss 7.0168 LearningRate 0.0907 Epoch: 0 Global Step: 15960 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:54:07,129-Speed 3333.08 samples/sec Loss 7.0004 LearningRate 0.0907 Epoch: 0 Global Step: 15970 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:54:10,245-Speed 3286.57 samples/sec Loss 7.0995 LearningRate 0.0907 Epoch: 0 Global Step: 15980 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 00:54:13,403-Speed 3243.78 samples/sec Loss 7.0515 LearningRate 0.0906 Epoch: 0 Global Step: 15990 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:54:16,577-Speed 3227.01 samples/sec Loss 6.9011 LearningRate 0.0906 Epoch: 0 Global Step: 16000 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:55:01,144-[lfw][16000]XNorm: 22.021432 Training: 2022-04-11 00:55:01,145-[lfw][16000]Accuracy-Flip: 0.99733+-0.00226 Training: 2022-04-11 00:55:01,146-[lfw][16000]Accuracy-Highest: 0.99733 Training: 2022-04-11 00:55:52,468-[cfp_fp][16000]XNorm: 20.099813 Training: 2022-04-11 00:55:52,469-[cfp_fp][16000]Accuracy-Flip: 0.95729+-0.00814 Training: 2022-04-11 00:55:52,469-[cfp_fp][16000]Accuracy-Highest: 0.96371 Training: 2022-04-11 00:56:36,521-[agedb_30][16000]XNorm: 21.365375 Training: 2022-04-11 00:56:36,522-[agedb_30][16000]Accuracy-Flip: 0.96383+-0.00830 Training: 2022-04-11 00:56:36,522-[agedb_30][16000]Accuracy-Highest: 0.96383 Training: 2022-04-11 00:56:39,601-Speed 71.60 samples/sec Loss 6.9391 LearningRate 0.0906 Epoch: 0 Global Step: 16010 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:56:42,669-Speed 3339.21 samples/sec Loss 6.9941 LearningRate 0.0906 Epoch: 0 Global Step: 16020 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:56:45,817-Speed 3253.14 samples/sec Loss 7.0394 LearningRate 0.0906 Epoch: 0 Global Step: 16030 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:56:48,897-Speed 3325.37 samples/sec Loss 6.9248 LearningRate 0.0906 Epoch: 0 Global Step: 16040 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:56:51,972-Speed 3331.32 samples/sec Loss 7.0725 LearningRate 0.0906 Epoch: 0 Global Step: 16050 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:56:55,069-Speed 3307.33 samples/sec Loss 7.0073 LearningRate 0.0906 Epoch: 0 Global Step: 16060 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:56:58,126-Speed 3350.46 samples/sec Loss 6.9687 LearningRate 0.0906 Epoch: 0 Global Step: 16070 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:57:01,182-Speed 3352.28 samples/sec Loss 6.9251 LearningRate 0.0906 Epoch: 0 Global Step: 16080 Fp16 Grad Scale: 65536 Required: 34 hours Training: 2022-04-11 00:57:04,238-Speed 3350.59 samples/sec Loss 6.9667 LearningRate 0.0906 Epoch: 0 Global Step: 16090 Fp16 Grad Scale: 131072 Required: 34 hours Training: 2022-04-11 00:57:07,325-Speed 3318.05 samples/sec Loss 7.0465 LearningRate 0.0906 Epoch: 0 Global Step: 16100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:57:10,392-Speed 3339.71 samples/sec Loss 6.8706 LearningRate 0.0906 Epoch: 0 Global Step: 16110 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:57:13,439-Speed 3361.67 samples/sec Loss 7.0383 LearningRate 0.0906 Epoch: 0 Global Step: 16120 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:16,502-Speed 3343.96 samples/sec Loss 7.0829 LearningRate 0.0906 Epoch: 0 Global Step: 16130 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:19,587-Speed 3320.34 samples/sec Loss 6.9731 LearningRate 0.0906 Epoch: 0 Global Step: 16140 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:22,666-Speed 3326.30 samples/sec Loss 7.1038 LearningRate 0.0906 Epoch: 0 Global Step: 16150 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:25,731-Speed 3342.26 samples/sec Loss 6.9595 LearningRate 0.0906 Epoch: 0 Global Step: 16160 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:28,794-Speed 3344.40 samples/sec Loss 7.0166 LearningRate 0.0905 Epoch: 0 Global Step: 16170 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:31,873-Speed 3325.44 samples/sec Loss 6.9245 LearningRate 0.0905 Epoch: 0 Global Step: 16180 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:34,944-Speed 3336.09 samples/sec Loss 7.0021 LearningRate 0.0905 Epoch: 0 Global Step: 16190 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:38,008-Speed 3342.30 samples/sec Loss 6.9878 LearningRate 0.0905 Epoch: 0 Global Step: 16200 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:41,076-Speed 3338.32 samples/sec Loss 6.9867 LearningRate 0.0905 Epoch: 0 Global Step: 16210 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:57:44,147-Speed 3335.74 samples/sec Loss 7.0613 LearningRate 0.0905 Epoch: 0 Global Step: 16220 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:57:47,218-Speed 3335.51 samples/sec Loss 6.9351 LearningRate 0.0905 Epoch: 0 Global Step: 16230 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:57:50,281-Speed 3343.09 samples/sec Loss 7.0316 LearningRate 0.0905 Epoch: 0 Global Step: 16240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:57:53,386-Speed 3299.36 samples/sec Loss 6.9606 LearningRate 0.0905 Epoch: 0 Global Step: 16250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:57:56,522-Speed 3265.96 samples/sec Loss 6.9416 LearningRate 0.0905 Epoch: 0 Global Step: 16260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:57:59,588-Speed 3340.41 samples/sec Loss 6.9954 LearningRate 0.0905 Epoch: 0 Global Step: 16270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:02,663-Speed 3330.56 samples/sec Loss 6.9117 LearningRate 0.0905 Epoch: 0 Global Step: 16280 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:05,745-Speed 3323.34 samples/sec Loss 6.9428 LearningRate 0.0905 Epoch: 0 Global Step: 16290 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:08,815-Speed 3336.44 samples/sec Loss 6.9117 LearningRate 0.0905 Epoch: 0 Global Step: 16300 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:11,888-Speed 3334.07 samples/sec Loss 6.9421 LearningRate 0.0905 Epoch: 0 Global Step: 16310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:15,038-Speed 3250.45 samples/sec Loss 6.8840 LearningRate 0.0905 Epoch: 0 Global Step: 16320 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:18,220-Speed 3220.15 samples/sec Loss 7.0337 LearningRate 0.0905 Epoch: 0 Global Step: 16330 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:21,381-Speed 3240.05 samples/sec Loss 6.9474 LearningRate 0.0904 Epoch: 0 Global Step: 16340 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:24,487-Speed 3296.63 samples/sec Loss 6.8284 LearningRate 0.0904 Epoch: 0 Global Step: 16350 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:27,564-Speed 3328.58 samples/sec Loss 6.8221 LearningRate 0.0904 Epoch: 0 Global Step: 16360 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:30,665-Speed 3303.06 samples/sec Loss 6.9070 LearningRate 0.0904 Epoch: 0 Global Step: 16370 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 00:58:33,732-Speed 3339.43 samples/sec Loss 6.9222 LearningRate 0.0904 Epoch: 0 Global Step: 16380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:36,804-Speed 3335.12 samples/sec Loss 6.8103 LearningRate 0.0904 Epoch: 0 Global Step: 16390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:39,869-Speed 3341.93 samples/sec Loss 6.9265 LearningRate 0.0904 Epoch: 0 Global Step: 16400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:42,949-Speed 3325.46 samples/sec Loss 6.9509 LearningRate 0.0904 Epoch: 0 Global Step: 16410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:46,015-Speed 3340.51 samples/sec Loss 6.8551 LearningRate 0.0904 Epoch: 0 Global Step: 16420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:49,081-Speed 3340.19 samples/sec Loss 6.9179 LearningRate 0.0904 Epoch: 0 Global Step: 16430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:52,208-Speed 3275.44 samples/sec Loss 6.9532 LearningRate 0.0904 Epoch: 0 Global Step: 16440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:55,281-Speed 3333.29 samples/sec Loss 6.9857 LearningRate 0.0904 Epoch: 0 Global Step: 16450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:58:58,395-Speed 3288.79 samples/sec Loss 6.8813 LearningRate 0.0904 Epoch: 0 Global Step: 16460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:01,466-Speed 3336.25 samples/sec Loss 6.9219 LearningRate 0.0904 Epoch: 0 Global Step: 16470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:04,638-Speed 3228.30 samples/sec Loss 6.9725 LearningRate 0.0904 Epoch: 0 Global Step: 16480 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 00:59:07,807-Speed 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Loss 6.9145 LearningRate 0.0903 Epoch: 0 Global Step: 16550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:29,472-Speed 3296.47 samples/sec Loss 6.8425 LearningRate 0.0903 Epoch: 0 Global Step: 16560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:32,554-Speed 3323.30 samples/sec Loss 6.8607 LearningRate 0.0903 Epoch: 0 Global Step: 16570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:35,722-Speed 3232.64 samples/sec Loss 6.8289 LearningRate 0.0903 Epoch: 0 Global Step: 16580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:38,785-Speed 3343.86 samples/sec Loss 6.9207 LearningRate 0.0903 Epoch: 0 Global Step: 16590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:41,863-Speed 3328.12 samples/sec Loss 6.8365 LearningRate 0.0903 Epoch: 0 Global Step: 16600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:44,916-Speed 3354.59 samples/sec Loss 6.9018 LearningRate 0.0903 Epoch: 0 Global Step: 16610 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:47,983-Speed 3340.24 samples/sec Loss 6.8142 LearningRate 0.0903 Epoch: 0 Global Step: 16620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:51,083-Speed 3303.11 samples/sec Loss 6.8772 LearningRate 0.0903 Epoch: 0 Global Step: 16630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:54,168-Speed 3320.11 samples/sec Loss 6.8944 LearningRate 0.0903 Epoch: 0 Global Step: 16640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 00:59:57,265-Speed 3307.48 samples/sec Loss 6.8794 LearningRate 0.0903 Epoch: 0 Global Step: 16650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:00:00,329-Speed 3343.31 samples/sec Loss 6.8982 LearningRate 0.0903 Epoch: 0 Global Step: 16660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:00:03,396-Speed 3339.71 samples/sec Loss 6.7703 LearningRate 0.0903 Epoch: 0 Global Step: 16670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:00:06,789-Speed 3018.51 samples/sec Loss 6.8898 LearningRate 0.0903 Epoch: 0 Global Step: 16680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:00:09,858-Speed 3338.11 samples/sec Loss 6.8973 LearningRate 0.0903 Epoch: 0 Global Step: 16690 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:00:41,049-Speed 328.31 samples/sec Loss 6.2319 LearningRate 0.0902 Epoch: 1 Global Step: 16700 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:00:44,264-Speed 3186.41 samples/sec Loss 6.1680 LearningRate 0.0902 Epoch: 1 Global Step: 16710 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:00:47,372-Speed 3295.57 samples/sec Loss 6.1998 LearningRate 0.0902 Epoch: 1 Global Step: 16720 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:00:50,491-Speed 3284.35 samples/sec Loss 6.0872 LearningRate 0.0902 Epoch: 1 Global Step: 16730 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:00:53,560-Speed 3337.57 samples/sec Loss 6.0899 LearningRate 0.0902 Epoch: 1 Global Step: 16740 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:00:56,610-Speed 3358.68 samples/sec Loss 6.1860 LearningRate 0.0902 Epoch: 1 Global Step: 16750 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:00:59,686-Speed 3330.47 samples/sec Loss 6.1823 LearningRate 0.0902 Epoch: 1 Global Step: 16760 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:01:02,759-Speed 3333.36 samples/sec Loss 6.0355 LearningRate 0.0902 Epoch: 1 Global Step: 16770 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:01:05,848-Speed 3316.10 samples/sec Loss 6.1330 LearningRate 0.0902 Epoch: 1 Global Step: 16780 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:01:09,026-Speed 3222.84 samples/sec Loss 6.0951 LearningRate 0.0902 Epoch: 1 Global Step: 16790 Fp16 Grad Scale: 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Training: 2022-04-11 01:01:31,218-Speed 3339.85 samples/sec Loss 6.0299 LearningRate 0.0902 Epoch: 1 Global Step: 16860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:01:34,348-Speed 3271.93 samples/sec Loss 6.2368 LearningRate 0.0901 Epoch: 1 Global Step: 16870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:01:37,419-Speed 3335.39 samples/sec Loss 6.2421 LearningRate 0.0901 Epoch: 1 Global Step: 16880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:01:40,499-Speed 3325.25 samples/sec Loss 6.1206 LearningRate 0.0901 Epoch: 1 Global Step: 16890 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:01:43,580-Speed 3325.42 samples/sec Loss 6.0947 LearningRate 0.0901 Epoch: 1 Global Step: 16900 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:01:46,631-Speed 3356.90 samples/sec Loss 6.1178 LearningRate 0.0901 Epoch: 1 Global Step: 16910 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:01:49,742-Speed 3292.96 samples/sec Loss 6.1985 LearningRate 0.0901 Epoch: 1 Global Step: 16920 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:01:52,862-Speed 3282.66 samples/sec Loss 6.1143 LearningRate 0.0901 Epoch: 1 Global Step: 16930 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:01:56,018-Speed 3244.90 samples/sec Loss 6.2682 LearningRate 0.0901 Epoch: 1 Global Step: 16940 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:01:59,259-Speed 3161.27 samples/sec Loss 6.1516 LearningRate 0.0901 Epoch: 1 Global Step: 16950 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:02,333-Speed 3331.73 samples/sec Loss 6.1544 LearningRate 0.0901 Epoch: 1 Global Step: 16960 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:05,425-Speed 3313.02 samples/sec Loss 6.1195 LearningRate 0.0901 Epoch: 1 Global Step: 16970 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:08,507-Speed 3323.44 samples/sec Loss 6.1361 LearningRate 0.0901 Epoch: 1 Global Step: 16980 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:11,599-Speed 3313.46 samples/sec Loss 6.2187 LearningRate 0.0901 Epoch: 1 Global Step: 16990 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:14,682-Speed 3322.13 samples/sec Loss 6.1705 LearningRate 0.0901 Epoch: 1 Global Step: 17000 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:17,755-Speed 3332.49 samples/sec Loss 6.1066 LearningRate 0.0901 Epoch: 1 Global Step: 17010 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:02:20,841-Speed 3319.52 samples/sec Loss 6.1478 LearningRate 0.0901 Epoch: 1 Global Step: 17020 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:02:23,925-Speed 3320.70 samples/sec Loss 6.0688 LearningRate 0.0901 Epoch: 1 Global Step: 17030 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:26,999-Speed 3332.80 samples/sec Loss 6.0832 LearningRate 0.0901 Epoch: 1 Global Step: 17040 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:30,135-Speed 3266.10 samples/sec Loss 6.1411 LearningRate 0.0900 Epoch: 1 Global Step: 17050 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:33,232-Speed 3308.01 samples/sec Loss 6.1710 LearningRate 0.0900 Epoch: 1 Global Step: 17060 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:36,315-Speed 3321.89 samples/sec Loss 6.0602 LearningRate 0.0900 Epoch: 1 Global Step: 17070 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:39,476-Speed 3240.69 samples/sec Loss 6.1500 LearningRate 0.0900 Epoch: 1 Global Step: 17080 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:42,577-Speed 3303.30 samples/sec Loss 6.2294 LearningRate 0.0900 Epoch: 1 Global Step: 17090 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:45,786-Speed 3191.21 samples/sec Loss 6.2177 LearningRate 0.0900 Epoch: 1 Global Step: 17100 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:48,933-Speed 3255.30 samples/sec Loss 6.1602 LearningRate 0.0900 Epoch: 1 Global Step: 17110 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:52,053-Speed 3283.07 samples/sec Loss 6.1944 LearningRate 0.0900 Epoch: 1 Global Step: 17120 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:02:55,150-Speed 3307.49 samples/sec Loss 6.2382 LearningRate 0.0900 Epoch: 1 Global Step: 17130 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:02:58,229-Speed 3326.81 samples/sec Loss 6.1375 LearningRate 0.0900 Epoch: 1 Global Step: 17140 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:01,296-Speed 3340.07 samples/sec Loss 6.2798 LearningRate 0.0900 Epoch: 1 Global Step: 17150 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:04,386-Speed 3314.65 samples/sec Loss 6.1387 LearningRate 0.0900 Epoch: 1 Global Step: 17160 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:07,479-Speed 3310.94 samples/sec Loss 6.2315 LearningRate 0.0900 Epoch: 1 Global Step: 17170 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:10,550-Speed 3335.78 samples/sec Loss 6.2318 LearningRate 0.0900 Epoch: 1 Global Step: 17180 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:13,627-Speed 3328.67 samples/sec Loss 6.0732 LearningRate 0.0900 Epoch: 1 Global Step: 17190 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:16,705-Speed 3327.92 samples/sec Loss 6.2167 LearningRate 0.0900 Epoch: 1 Global Step: 17200 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:19,770-Speed 3341.76 samples/sec Loss 6.1403 LearningRate 0.0900 Epoch: 1 Global Step: 17210 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:22,853-Speed 3321.97 samples/sec Loss 6.2210 LearningRate 0.0899 Epoch: 1 Global Step: 17220 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:25,921-Speed 3338.73 samples/sec Loss 6.2318 LearningRate 0.0899 Epoch: 1 Global Step: 17230 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:03:29,020-Speed 3304.70 samples/sec Loss 6.1222 LearningRate 0.0899 Epoch: 1 Global Step: 17240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:32,114-Speed 3311.24 samples/sec Loss 6.0903 LearningRate 0.0899 Epoch: 1 Global Step: 17250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:35,183-Speed 3336.88 samples/sec Loss 6.1998 LearningRate 0.0899 Epoch: 1 Global Step: 17260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:38,274-Speed 3314.27 samples/sec Loss 6.2278 LearningRate 0.0899 Epoch: 1 Global Step: 17270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:41,343-Speed 3337.95 samples/sec Loss 6.2208 LearningRate 0.0899 Epoch: 1 Global Step: 17280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:44,446-Speed 3300.01 samples/sec Loss 6.2017 LearningRate 0.0899 Epoch: 1 Global Step: 17290 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:47,625-Speed 3222.65 samples/sec Loss 6.1929 LearningRate 0.0899 Epoch: 1 Global Step: 17300 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:50,711-Speed 3318.37 samples/sec Loss 6.2656 LearningRate 0.0899 Epoch: 1 Global Step: 17310 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:53,808-Speed 3307.54 samples/sec Loss 6.2600 LearningRate 0.0899 Epoch: 1 Global Step: 17320 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:03:56,898-Speed 3314.26 samples/sec Loss 6.2937 LearningRate 0.0899 Epoch: 1 Global Step: 17330 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:04:00,015-Speed 3286.43 samples/sec Loss 6.1663 LearningRate 0.0899 Epoch: 1 Global Step: 17340 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:04:03,109-Speed 3310.98 samples/sec Loss 6.2634 LearningRate 0.0899 Epoch: 1 Global Step: 17350 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:04:06,193-Speed 3320.98 samples/sec Loss 6.1336 LearningRate 0.0899 Epoch: 1 Global Step: 17360 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:04:09,252-Speed 3348.41 samples/sec Loss 6.1964 LearningRate 0.0899 Epoch: 1 Global Step: 17370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:04:12,348-Speed 3307.99 samples/sec Loss 6.2292 LearningRate 0.0899 Epoch: 1 Global Step: 17380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:04:15,571-Speed 3178.42 samples/sec Loss 6.2084 LearningRate 0.0899 Epoch: 1 Global Step: 17390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:04:18,746-Speed 3225.35 samples/sec Loss 6.1986 LearningRate 0.0898 Epoch: 1 Global Step: 17400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:04:21,938-Speed 3208.65 samples/sec Loss 6.1667 LearningRate 0.0898 Epoch: 1 Global Step: 17410 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:25,015-Speed 3329.15 samples/sec Loss 6.2653 LearningRate 0.0898 Epoch: 1 Global Step: 17420 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:28,086-Speed 3335.25 samples/sec Loss 6.2564 LearningRate 0.0898 Epoch: 1 Global Step: 17430 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:31,163-Speed 3328.24 samples/sec Loss 6.1858 LearningRate 0.0898 Epoch: 1 Global Step: 17440 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:34,237-Speed 3332.23 samples/sec Loss 6.1413 LearningRate 0.0898 Epoch: 1 Global Step: 17450 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:37,319-Speed 3323.60 samples/sec Loss 6.2188 LearningRate 0.0898 Epoch: 1 Global Step: 17460 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:40,395-Speed 3329.76 samples/sec Loss 6.3843 LearningRate 0.0898 Epoch: 1 Global Step: 17470 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:43,460-Speed 3341.40 samples/sec Loss 6.2598 LearningRate 0.0898 Epoch: 1 Global Step: 17480 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:46,551-Speed 3313.17 samples/sec Loss 6.2606 LearningRate 0.0898 Epoch: 1 Global Step: 17490 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:49,643-Speed 3313.53 samples/sec Loss 6.2149 LearningRate 0.0898 Epoch: 1 Global Step: 17500 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:52,811-Speed 3232.59 samples/sec Loss 6.1987 LearningRate 0.0898 Epoch: 1 Global Step: 17510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:04:55,898-Speed 3318.00 samples/sec Loss 6.1516 LearningRate 0.0898 Epoch: 1 Global Step: 17520 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:04:58,967-Speed 3338.06 samples/sec Loss 6.2915 LearningRate 0.0898 Epoch: 1 Global Step: 17530 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:02,036-Speed 3336.83 samples/sec Loss 6.2130 LearningRate 0.0898 Epoch: 1 Global Step: 17540 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:05,125-Speed 3316.66 samples/sec Loss 6.2901 LearningRate 0.0898 Epoch: 1 Global Step: 17550 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:08,214-Speed 3315.73 samples/sec Loss 6.1568 LearningRate 0.0898 Epoch: 1 Global Step: 17560 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:11,299-Speed 3320.64 samples/sec Loss 6.1997 LearningRate 0.0898 Epoch: 1 Global Step: 17570 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:14,371-Speed 3333.62 samples/sec Loss 6.2651 LearningRate 0.0897 Epoch: 1 Global Step: 17580 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:17,447-Speed 3329.78 samples/sec Loss 6.1575 LearningRate 0.0897 Epoch: 1 Global Step: 17590 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:20,546-Speed 3305.02 samples/sec Loss 6.2498 LearningRate 0.0897 Epoch: 1 Global Step: 17600 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:23,621-Speed 3330.72 samples/sec Loss 6.2064 LearningRate 0.0897 Epoch: 1 Global Step: 17610 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:26,710-Speed 3316.29 samples/sec Loss 6.2201 LearningRate 0.0897 Epoch: 1 Global Step: 17620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:05:29,796-Speed 3318.62 samples/sec Loss 6.3007 LearningRate 0.0897 Epoch: 1 Global Step: 17630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:05:32,873-Speed 3328.28 samples/sec Loss 6.1541 LearningRate 0.0897 Epoch: 1 Global Step: 17640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:05:35,948-Speed 3331.52 samples/sec Loss 6.2398 LearningRate 0.0897 Epoch: 1 Global Step: 17650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:05:39,041-Speed 3310.92 samples/sec Loss 6.2406 LearningRate 0.0897 Epoch: 1 Global Step: 17660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:05:42,133-Speed 3314.05 samples/sec Loss 6.2261 LearningRate 0.0897 Epoch: 1 Global Step: 17670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:05:45,257-Speed 3279.26 samples/sec Loss 6.2387 LearningRate 0.0897 Epoch: 1 Global Step: 17680 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:48,342-Speed 3319.14 samples/sec Loss 6.1906 LearningRate 0.0897 Epoch: 1 Global Step: 17690 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:51,424-Speed 3324.28 samples/sec Loss 6.2072 LearningRate 0.0897 Epoch: 1 Global Step: 17700 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:54,492-Speed 3338.45 samples/sec Loss 6.1525 LearningRate 0.0897 Epoch: 1 Global Step: 17710 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:05:57,561-Speed 3336.95 samples/sec Loss 6.1254 LearningRate 0.0897 Epoch: 1 Global Step: 17720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:00,667-Speed 3297.64 samples/sec Loss 6.2143 LearningRate 0.0897 Epoch: 1 Global Step: 17730 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:03,876-Speed 3191.49 samples/sec Loss 6.2111 LearningRate 0.0897 Epoch: 1 Global Step: 17740 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:06,951-Speed 3331.86 samples/sec Loss 6.2735 LearningRate 0.0896 Epoch: 1 Global Step: 17750 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:10,019-Speed 3337.80 samples/sec Loss 6.2088 LearningRate 0.0896 Epoch: 1 Global Step: 17760 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:13,089-Speed 3336.42 samples/sec Loss 6.2959 LearningRate 0.0896 Epoch: 1 Global Step: 17770 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:16,159-Speed 3336.56 samples/sec Loss 6.0902 LearningRate 0.0896 Epoch: 1 Global Step: 17780 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:19,228-Speed 3337.10 samples/sec Loss 6.3344 LearningRate 0.0896 Epoch: 1 Global Step: 17790 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:22,304-Speed 3330.17 samples/sec Loss 6.1628 LearningRate 0.0896 Epoch: 1 Global Step: 17800 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:25,372-Speed 3338.26 samples/sec Loss 6.2368 LearningRate 0.0896 Epoch: 1 Global Step: 17810 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:28,448-Speed 3330.55 samples/sec Loss 6.2207 LearningRate 0.0896 Epoch: 1 Global Step: 17820 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:31,522-Speed 3332.39 samples/sec Loss 6.3581 LearningRate 0.0896 Epoch: 1 Global Step: 17830 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:34,597-Speed 3330.73 samples/sec Loss 6.2911 LearningRate 0.0896 Epoch: 1 Global Step: 17840 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:06:37,684-Speed 3318.13 samples/sec Loss 6.2544 LearningRate 0.0896 Epoch: 1 Global Step: 17850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:40,808-Speed 3278.43 samples/sec Loss 6.2116 LearningRate 0.0896 Epoch: 1 Global Step: 17860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:43,876-Speed 3337.94 samples/sec Loss 6.2504 LearningRate 0.0896 Epoch: 1 Global Step: 17870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:46,960-Speed 3322.74 samples/sec Loss 6.2789 LearningRate 0.0896 Epoch: 1 Global Step: 17880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:50,036-Speed 3329.21 samples/sec Loss 6.2707 LearningRate 0.0896 Epoch: 1 Global Step: 17890 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:53,148-Speed 3291.93 samples/sec Loss 6.1812 LearningRate 0.0896 Epoch: 1 Global Step: 17900 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:56,296-Speed 3253.54 samples/sec Loss 6.0953 LearningRate 0.0896 Epoch: 1 Global Step: 17910 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:06:59,365-Speed 3337.35 samples/sec Loss 6.2291 LearningRate 0.0896 Epoch: 1 Global Step: 17920 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:07:02,463-Speed 3306.55 samples/sec Loss 6.2079 LearningRate 0.0895 Epoch: 1 Global Step: 17930 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:07:05,599-Speed 3266.24 samples/sec Loss 6.1571 LearningRate 0.0895 Epoch: 1 Global Step: 17940 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:07:08,728-Speed 3272.88 samples/sec Loss 6.2279 LearningRate 0.0895 Epoch: 1 Global Step: 17950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:07:11,814-Speed 3319.49 samples/sec Loss 6.1629 LearningRate 0.0895 Epoch: 1 Global Step: 17960 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:07:14,894-Speed 3324.91 samples/sec Loss 6.2528 LearningRate 0.0895 Epoch: 1 Global Step: 17970 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:07:17,963-Speed 3338.20 samples/sec Loss 6.0419 LearningRate 0.0895 Epoch: 1 Global Step: 17980 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:07:21,055-Speed 3312.95 samples/sec Loss 6.2544 LearningRate 0.0895 Epoch: 1 Global Step: 17990 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:07:24,145-Speed 3314.55 samples/sec Loss 6.2991 LearningRate 0.0895 Epoch: 1 Global Step: 18000 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:08:08,318-[lfw][18000]XNorm: 23.301956 Training: 2022-04-11 01:08:08,318-[lfw][18000]Accuracy-Flip: 0.99633+-0.00332 Training: 2022-04-11 01:08:08,319-[lfw][18000]Accuracy-Highest: 0.99733 Training: 2022-04-11 01:08:59,473-[cfp_fp][18000]XNorm: 21.433828 Training: 2022-04-11 01:08:59,474-[cfp_fp][18000]Accuracy-Flip: 0.96457+-0.00797 Training: 2022-04-11 01:08:59,474-[cfp_fp][18000]Accuracy-Highest: 0.96457 Training: 2022-04-11 01:09:43,744-[agedb_30][18000]XNorm: 23.306870 Training: 2022-04-11 01:09:43,744-[agedb_30][18000]Accuracy-Flip: 0.96600+-0.00883 Training: 2022-04-11 01:09:43,745-[agedb_30][18000]Accuracy-Highest: 0.96600 Training: 2022-04-11 01:09:46,825-Speed 71.77 samples/sec Loss 6.2280 LearningRate 0.0895 Epoch: 1 Global Step: 18010 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:09:49,906-Speed 3324.97 samples/sec Loss 6.3454 LearningRate 0.0895 Epoch: 1 Global Step: 18020 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:09:52,988-Speed 3323.67 samples/sec Loss 6.2519 LearningRate 0.0895 Epoch: 1 Global Step: 18030 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:09:56,041-Speed 3355.29 samples/sec Loss 6.2482 LearningRate 0.0895 Epoch: 1 Global Step: 18040 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:09:59,104-Speed 3343.80 samples/sec Loss 6.1959 LearningRate 0.0895 Epoch: 1 Global Step: 18050 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:02,156-Speed 3355.72 samples/sec Loss 6.2349 LearningRate 0.0895 Epoch: 1 Global Step: 18060 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:05,261-Speed 3298.90 samples/sec Loss 6.2750 LearningRate 0.0895 Epoch: 1 Global Step: 18070 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:08,324-Speed 3343.20 samples/sec Loss 6.2639 LearningRate 0.0895 Epoch: 1 Global Step: 18080 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:11,397-Speed 3333.82 samples/sec Loss 6.2081 LearningRate 0.0895 Epoch: 1 Global Step: 18090 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:14,453-Speed 3351.23 samples/sec Loss 6.1600 LearningRate 0.0894 Epoch: 1 Global Step: 18100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:17,514-Speed 3346.52 samples/sec Loss 6.1944 LearningRate 0.0894 Epoch: 1 Global Step: 18110 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:20,562-Speed 3359.90 samples/sec Loss 6.2591 LearningRate 0.0894 Epoch: 1 Global Step: 18120 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:23,627-Speed 3341.91 samples/sec Loss 6.2178 LearningRate 0.0894 Epoch: 1 Global Step: 18130 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:26,685-Speed 3349.05 samples/sec Loss 6.2822 LearningRate 0.0894 Epoch: 1 Global Step: 18140 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:29,759-Speed 3332.42 samples/sec Loss 6.2651 LearningRate 0.0894 Epoch: 1 Global Step: 18150 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:32,820-Speed 3346.25 samples/sec Loss 6.0778 LearningRate 0.0894 Epoch: 1 Global Step: 18160 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:35,885-Speed 3341.57 samples/sec Loss 6.2285 LearningRate 0.0894 Epoch: 1 Global Step: 18170 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:38,971-Speed 3319.33 samples/sec Loss 6.1364 LearningRate 0.0894 Epoch: 1 Global Step: 18180 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:42,072-Speed 3303.46 samples/sec Loss 6.1871 LearningRate 0.0894 Epoch: 1 Global Step: 18190 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:45,136-Speed 3342.05 samples/sec Loss 6.2385 LearningRate 0.0894 Epoch: 1 Global Step: 18200 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:48,223-Speed 3317.93 samples/sec Loss 6.1353 LearningRate 0.0894 Epoch: 1 Global Step: 18210 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:10:51,295-Speed 3334.66 samples/sec Loss 6.2354 LearningRate 0.0894 Epoch: 1 Global Step: 18220 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:54,361-Speed 3339.88 samples/sec Loss 6.2550 LearningRate 0.0894 Epoch: 1 Global Step: 18230 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:10:57,436-Speed 3330.98 samples/sec Loss 6.2870 LearningRate 0.0894 Epoch: 1 Global Step: 18240 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:00,533-Speed 3307.41 samples/sec Loss 6.3345 LearningRate 0.0894 Epoch: 1 Global Step: 18250 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:03,680-Speed 3255.27 samples/sec Loss 6.2346 LearningRate 0.0894 Epoch: 1 Global Step: 18260 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:06,800-Speed 3282.60 samples/sec Loss 6.1982 LearningRate 0.0894 Epoch: 1 Global Step: 18270 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:09,861-Speed 3345.61 samples/sec Loss 6.2821 LearningRate 0.0893 Epoch: 1 Global Step: 18280 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:12,944-Speed 3323.00 samples/sec Loss 6.1760 LearningRate 0.0893 Epoch: 1 Global Step: 18290 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:16,045-Speed 3302.75 samples/sec Loss 6.1966 LearningRate 0.0893 Epoch: 1 Global Step: 18300 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:19,206-Speed 3240.67 samples/sec Loss 6.2258 LearningRate 0.0893 Epoch: 1 Global Step: 18310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:22,366-Speed 3240.65 samples/sec Loss 6.2888 LearningRate 0.0893 Epoch: 1 Global Step: 18320 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:25,428-Speed 3345.96 samples/sec Loss 6.1746 LearningRate 0.0893 Epoch: 1 Global Step: 18330 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:11:28,486-Speed 3349.07 samples/sec Loss 6.2516 LearningRate 0.0893 Epoch: 1 Global Step: 18340 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:31,610-Speed 3278.84 samples/sec Loss 6.1640 LearningRate 0.0893 Epoch: 1 Global Step: 18350 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:34,758-Speed 3253.65 samples/sec Loss 6.2395 LearningRate 0.0893 Epoch: 1 Global Step: 18360 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:37,926-Speed 3233.57 samples/sec Loss 6.2335 LearningRate 0.0893 Epoch: 1 Global Step: 18370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:41,046-Speed 3282.15 samples/sec Loss 6.2726 LearningRate 0.0893 Epoch: 1 Global Step: 18380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:44,144-Speed 3306.87 samples/sec Loss 6.2240 LearningRate 0.0893 Epoch: 1 Global Step: 18390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:47,205-Speed 3345.97 samples/sec Loss 6.2511 LearningRate 0.0893 Epoch: 1 Global Step: 18400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:50,265-Speed 3346.95 samples/sec Loss 6.2168 LearningRate 0.0893 Epoch: 1 Global Step: 18410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:53,334-Speed 3337.46 samples/sec Loss 6.1049 LearningRate 0.0893 Epoch: 1 Global Step: 18420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:56,395-Speed 3346.49 samples/sec Loss 6.2314 LearningRate 0.0893 Epoch: 1 Global Step: 18430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:11:59,453-Speed 3349.19 samples/sec Loss 6.1179 LearningRate 0.0893 Epoch: 1 Global Step: 18440 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:12:02,515-Speed 3345.28 samples/sec Loss 6.3097 LearningRate 0.0893 Epoch: 1 Global Step: 18450 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:12:05,643-Speed 3274.13 samples/sec Loss 6.1530 LearningRate 0.0892 Epoch: 1 Global Step: 18460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:08,735-Speed 3312.16 samples/sec Loss 6.2653 LearningRate 0.0892 Epoch: 1 Global Step: 18470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:11,798-Speed 3343.99 samples/sec Loss 6.2122 LearningRate 0.0892 Epoch: 1 Global Step: 18480 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:14,858-Speed 3348.31 samples/sec Loss 6.2193 LearningRate 0.0892 Epoch: 1 Global Step: 18490 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:17,932-Speed 3331.45 samples/sec Loss 6.1635 LearningRate 0.0892 Epoch: 1 Global Step: 18500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:20,992-Speed 3346.93 samples/sec Loss 6.1997 LearningRate 0.0892 Epoch: 1 Global Step: 18510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:24,060-Speed 3338.80 samples/sec Loss 6.1517 LearningRate 0.0892 Epoch: 1 Global Step: 18520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:27,117-Speed 3350.19 samples/sec Loss 6.2138 LearningRate 0.0892 Epoch: 1 Global Step: 18530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:30,207-Speed 3314.65 samples/sec Loss 6.2141 LearningRate 0.0892 Epoch: 1 Global Step: 18540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:33,265-Speed 3349.14 samples/sec Loss 6.2828 LearningRate 0.0892 Epoch: 1 Global Step: 18550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:36,328-Speed 3344.42 samples/sec Loss 6.2477 LearningRate 0.0892 Epoch: 1 Global Step: 18560 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:12:39,454-Speed 3275.71 samples/sec Loss 6.2283 LearningRate 0.0892 Epoch: 1 Global Step: 18570 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:12:42,513-Speed 3349.32 samples/sec Loss 6.2665 LearningRate 0.0892 Epoch: 1 Global Step: 18580 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:12:45,604-Speed 3313.25 samples/sec Loss 6.2654 LearningRate 0.0892 Epoch: 1 Global Step: 18590 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:12:48,689-Speed 3321.08 samples/sec Loss 6.2133 LearningRate 0.0892 Epoch: 1 Global Step: 18600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:51,757-Speed 3338.08 samples/sec Loss 6.2821 LearningRate 0.0892 Epoch: 1 Global Step: 18610 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:54,819-Speed 3344.53 samples/sec Loss 6.2578 LearningRate 0.0892 Epoch: 1 Global Step: 18620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:12:57,901-Speed 3322.95 samples/sec Loss 6.2210 LearningRate 0.0891 Epoch: 1 Global Step: 18630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:00,982-Speed 3324.34 samples/sec Loss 6.2615 LearningRate 0.0891 Epoch: 1 Global Step: 18640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:04,081-Speed 3305.43 samples/sec Loss 6.2124 LearningRate 0.0891 Epoch: 1 Global Step: 18650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:07,182-Speed 3302.38 samples/sec Loss 6.2106 LearningRate 0.0891 Epoch: 1 Global Step: 18660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:10,256-Speed 3332.85 samples/sec Loss 6.2413 LearningRate 0.0891 Epoch: 1 Global Step: 18670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:13,338-Speed 3322.85 samples/sec Loss 6.2465 LearningRate 0.0891 Epoch: 1 Global Step: 18680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:16,435-Speed 3307.97 samples/sec Loss 6.2495 LearningRate 0.0891 Epoch: 1 Global Step: 18690 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:19,523-Speed 3316.11 samples/sec Loss 6.2119 LearningRate 0.0891 Epoch: 1 Global Step: 18700 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:13:22,581-Speed 3349.10 samples/sec Loss 6.1691 LearningRate 0.0891 Epoch: 1 Global Step: 18710 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:13:25,681-Speed 3304.19 samples/sec Loss 6.1460 LearningRate 0.0891 Epoch: 1 Global Step: 18720 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:13:28,739-Speed 3349.32 samples/sec Loss 6.2766 LearningRate 0.0891 Epoch: 1 Global Step: 18730 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:13:31,786-Speed 3361.24 samples/sec Loss 6.1414 LearningRate 0.0891 Epoch: 1 Global Step: 18740 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:34,851-Speed 3342.49 samples/sec Loss 6.2323 LearningRate 0.0891 Epoch: 1 Global Step: 18750 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:13:37,909-Speed 3349.45 samples/sec Loss 6.1476 LearningRate 0.0891 Epoch: 1 Global Step: 18760 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:13:40,971-Speed 3345.60 samples/sec Loss 6.1665 LearningRate 0.0891 Epoch: 1 Global Step: 18770 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:13:44,036-Speed 3340.63 samples/sec Loss 6.2634 LearningRate 0.0891 Epoch: 1 Global Step: 18780 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:13:47,098-Speed 3345.57 samples/sec Loss 6.2920 LearningRate 0.0891 Epoch: 1 Global Step: 18790 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:13:50,160-Speed 3345.24 samples/sec Loss 6.2522 LearningRate 0.0891 Epoch: 1 Global Step: 18800 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:13:53,231-Speed 3334.59 samples/sec Loss 6.2491 LearningRate 0.0890 Epoch: 1 Global Step: 18810 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:13:56,297-Speed 3340.82 samples/sec Loss 6.2738 LearningRate 0.0890 Epoch: 1 Global Step: 18820 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:13:59,362-Speed 3342.39 samples/sec Loss 6.2396 LearningRate 0.0890 Epoch: 1 Global Step: 18830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:02,428-Speed 3340.04 samples/sec Loss 6.1517 LearningRate 0.0890 Epoch: 1 Global Step: 18840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:05,490-Speed 3345.19 samples/sec Loss 6.1553 LearningRate 0.0890 Epoch: 1 Global Step: 18850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:08,561-Speed 3335.44 samples/sec Loss 6.2593 LearningRate 0.0890 Epoch: 1 Global Step: 18860 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:11,623-Speed 3345.20 samples/sec Loss 6.2512 LearningRate 0.0890 Epoch: 1 Global Step: 18870 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:14,685-Speed 3344.50 samples/sec Loss 6.3315 LearningRate 0.0890 Epoch: 1 Global Step: 18880 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:17,752-Speed 3340.19 samples/sec Loss 6.2830 LearningRate 0.0890 Epoch: 1 Global Step: 18890 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:20,824-Speed 3333.24 samples/sec Loss 6.2363 LearningRate 0.0890 Epoch: 1 Global Step: 18900 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:23,887-Speed 3344.50 samples/sec Loss 6.2873 LearningRate 0.0890 Epoch: 1 Global Step: 18910 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:26,951-Speed 3342.98 samples/sec Loss 6.2996 LearningRate 0.0890 Epoch: 1 Global Step: 18920 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:30,055-Speed 3299.65 samples/sec Loss 6.1922 LearningRate 0.0890 Epoch: 1 Global Step: 18930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:33,189-Speed 3268.41 samples/sec Loss 6.1779 LearningRate 0.0890 Epoch: 1 Global Step: 18940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:14:36,240-Speed 3356.78 samples/sec Loss 6.1860 LearningRate 0.0890 Epoch: 1 Global Step: 18950 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:39,304-Speed 3342.94 samples/sec Loss 6.2445 LearningRate 0.0890 Epoch: 1 Global Step: 18960 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:42,382-Speed 3327.74 samples/sec Loss 6.1912 LearningRate 0.0890 Epoch: 1 Global Step: 18970 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:45,517-Speed 3267.37 samples/sec Loss 6.2343 LearningRate 0.0890 Epoch: 1 Global Step: 18980 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:48,578-Speed 3345.80 samples/sec Loss 6.1686 LearningRate 0.0889 Epoch: 1 Global Step: 18990 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:51,648-Speed 3336.63 samples/sec Loss 6.2313 LearningRate 0.0889 Epoch: 1 Global Step: 19000 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:54,709-Speed 3345.88 samples/sec Loss 6.2736 LearningRate 0.0889 Epoch: 1 Global Step: 19010 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:14:57,792-Speed 3321.24 samples/sec Loss 6.2294 LearningRate 0.0889 Epoch: 1 Global Step: 19020 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:00,866-Speed 3333.32 samples/sec Loss 6.1481 LearningRate 0.0889 Epoch: 1 Global Step: 19030 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:03,969-Speed 3300.53 samples/sec Loss 6.2404 LearningRate 0.0889 Epoch: 1 Global Step: 19040 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:07,030-Speed 3345.74 samples/sec Loss 6.2550 LearningRate 0.0889 Epoch: 1 Global Step: 19050 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:15:10,080-Speed 3358.69 samples/sec Loss 6.2162 LearningRate 0.0889 Epoch: 1 Global Step: 19060 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:13,145-Speed 3341.31 samples/sec Loss 6.0782 LearningRate 0.0889 Epoch: 1 Global Step: 19070 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:16,210-Speed 3341.96 samples/sec Loss 6.2011 LearningRate 0.0889 Epoch: 1 Global Step: 19080 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:19,276-Speed 3341.13 samples/sec Loss 6.2373 LearningRate 0.0889 Epoch: 1 Global Step: 19090 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:22,353-Speed 3328.77 samples/sec Loss 6.2189 LearningRate 0.0889 Epoch: 1 Global Step: 19100 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:25,442-Speed 3315.35 samples/sec Loss 6.1552 LearningRate 0.0889 Epoch: 1 Global Step: 19110 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:28,507-Speed 3342.29 samples/sec Loss 6.1753 LearningRate 0.0889 Epoch: 1 Global Step: 19120 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:31,566-Speed 3348.37 samples/sec Loss 6.1921 LearningRate 0.0889 Epoch: 1 Global Step: 19130 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:34,624-Speed 3349.04 samples/sec Loss 6.2184 LearningRate 0.0889 Epoch: 1 Global Step: 19140 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:37,683-Speed 3348.83 samples/sec Loss 6.2099 LearningRate 0.0889 Epoch: 1 Global Step: 19150 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:40,748-Speed 3341.14 samples/sec Loss 6.2520 LearningRate 0.0889 Epoch: 1 Global Step: 19160 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:15:43,815-Speed 3339.61 samples/sec Loss 6.1360 LearningRate 0.0888 Epoch: 1 Global Step: 19170 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:15:46,874-Speed 3348.12 samples/sec Loss 6.2036 LearningRate 0.0888 Epoch: 1 Global Step: 19180 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:49,950-Speed 3330.10 samples/sec Loss 6.3330 LearningRate 0.0888 Epoch: 1 Global Step: 19190 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:53,032-Speed 3322.86 samples/sec Loss 6.2088 LearningRate 0.0888 Epoch: 1 Global Step: 19200 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:56,101-Speed 3337.57 samples/sec Loss 6.3055 LearningRate 0.0888 Epoch: 1 Global Step: 19210 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:15:59,176-Speed 3331.74 samples/sec Loss 6.2204 LearningRate 0.0888 Epoch: 1 Global Step: 19220 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:16:02,340-Speed 3236.61 samples/sec Loss 6.2850 LearningRate 0.0888 Epoch: 1 Global Step: 19230 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:16:05,405-Speed 3342.42 samples/sec Loss 6.2492 LearningRate 0.0888 Epoch: 1 Global Step: 19240 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:16:08,511-Speed 3296.77 samples/sec Loss 6.1605 LearningRate 0.0888 Epoch: 1 Global Step: 19250 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:16:11,591-Speed 3325.35 samples/sec Loss 6.2284 LearningRate 0.0888 Epoch: 1 Global Step: 19260 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:16:14,676-Speed 3319.97 samples/sec Loss 6.2412 LearningRate 0.0888 Epoch: 1 Global Step: 19270 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:16:17,761-Speed 3320.40 samples/sec Loss 6.2178 LearningRate 0.0888 Epoch: 1 Global Step: 19280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:20,825-Speed 3342.63 samples/sec Loss 6.2545 LearningRate 0.0888 Epoch: 1 Global Step: 19290 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:23,905-Speed 3326.65 samples/sec Loss 6.1924 LearningRate 0.0888 Epoch: 1 Global Step: 19300 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:27,031-Speed 3276.09 samples/sec Loss 6.2274 LearningRate 0.0888 Epoch: 1 Global Step: 19310 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:30,183-Speed 3249.17 samples/sec Loss 6.1383 LearningRate 0.0888 Epoch: 1 Global Step: 19320 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:33,288-Speed 3298.87 samples/sec Loss 6.1625 LearningRate 0.0888 Epoch: 1 Global Step: 19330 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:36,399-Speed 3293.62 samples/sec Loss 6.1946 LearningRate 0.0887 Epoch: 1 Global Step: 19340 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:39,471-Speed 3333.35 samples/sec Loss 6.2691 LearningRate 0.0887 Epoch: 1 Global Step: 19350 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:42,543-Speed 3333.92 samples/sec Loss 6.1706 LearningRate 0.0887 Epoch: 1 Global Step: 19360 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:45,649-Speed 3297.59 samples/sec Loss 6.2657 LearningRate 0.0887 Epoch: 1 Global Step: 19370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:48,715-Speed 3340.54 samples/sec Loss 6.1789 LearningRate 0.0887 Epoch: 1 Global Step: 19380 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:16:51,791-Speed 3330.62 samples/sec Loss 6.1041 LearningRate 0.0887 Epoch: 1 Global Step: 19390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:54,863-Speed 3333.85 samples/sec Loss 6.1945 LearningRate 0.0887 Epoch: 1 Global Step: 19400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:16:57,926-Speed 3344.40 samples/sec Loss 6.2586 LearningRate 0.0887 Epoch: 1 Global Step: 19410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:01,033-Speed 3296.72 samples/sec Loss 6.1565 LearningRate 0.0887 Epoch: 1 Global Step: 19420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:04,103-Speed 3335.98 samples/sec Loss 6.0651 LearningRate 0.0887 Epoch: 1 Global Step: 19430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:07,166-Speed 3343.19 samples/sec Loss 6.2269 LearningRate 0.0887 Epoch: 1 Global Step: 19440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:10,276-Speed 3293.81 samples/sec Loss 6.1413 LearningRate 0.0887 Epoch: 1 Global Step: 19450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:13,388-Speed 3290.54 samples/sec Loss 6.2407 LearningRate 0.0887 Epoch: 1 Global Step: 19460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:16,464-Speed 3329.77 samples/sec Loss 6.1828 LearningRate 0.0887 Epoch: 1 Global Step: 19470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:19,539-Speed 3331.96 samples/sec Loss 6.1669 LearningRate 0.0887 Epoch: 1 Global Step: 19480 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:22,603-Speed 3342.80 samples/sec Loss 6.1741 LearningRate 0.0887 Epoch: 1 Global Step: 19490 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:17:25,670-Speed 3339.43 samples/sec Loss 6.1333 LearningRate 0.0887 Epoch: 1 Global Step: 19500 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:17:28,737-Speed 3339.36 samples/sec Loss 6.2385 LearningRate 0.0887 Epoch: 1 Global Step: 19510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:31,819-Speed 3323.57 samples/sec Loss 6.1760 LearningRate 0.0886 Epoch: 1 Global Step: 19520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:34,955-Speed 3265.87 samples/sec Loss 6.1841 LearningRate 0.0886 Epoch: 1 Global Step: 19530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:38,150-Speed 3204.91 samples/sec Loss 6.3007 LearningRate 0.0886 Epoch: 1 Global Step: 19540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:41,388-Speed 3163.99 samples/sec Loss 6.0782 LearningRate 0.0886 Epoch: 1 Global Step: 19550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:44,536-Speed 3253.73 samples/sec Loss 6.1443 LearningRate 0.0886 Epoch: 1 Global Step: 19560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:47,654-Speed 3284.52 samples/sec Loss 6.1771 LearningRate 0.0886 Epoch: 1 Global Step: 19570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:50,723-Speed 3337.26 samples/sec Loss 6.1185 LearningRate 0.0886 Epoch: 1 Global Step: 19580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:53,790-Speed 3339.92 samples/sec Loss 6.2605 LearningRate 0.0886 Epoch: 1 Global Step: 19590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:17:56,867-Speed 3328.41 samples/sec Loss 6.1414 LearningRate 0.0886 Epoch: 1 Global Step: 19600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:18:00,018-Speed 3250.74 samples/sec Loss 6.1937 LearningRate 0.0886 Epoch: 1 Global Step: 19610 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:18:03,111-Speed 3311.22 samples/sec Loss 6.1532 LearningRate 0.0886 Epoch: 1 Global Step: 19620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:18:06,181-Speed 3336.76 samples/sec Loss 6.1525 LearningRate 0.0886 Epoch: 1 Global Step: 19630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:18:09,266-Speed 3319.60 samples/sec Loss 6.2023 LearningRate 0.0886 Epoch: 1 Global Step: 19640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:18:12,360-Speed 3310.56 samples/sec Loss 6.0577 LearningRate 0.0886 Epoch: 1 Global Step: 19650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:18:15,425-Speed 3341.73 samples/sec Loss 6.1718 LearningRate 0.0886 Epoch: 1 Global Step: 19660 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:18:18,490-Speed 3342.07 samples/sec Loss 6.2417 LearningRate 0.0886 Epoch: 1 Global Step: 19670 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:18:21,558-Speed 3338.20 samples/sec Loss 6.2302 LearningRate 0.0886 Epoch: 1 Global Step: 19680 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:18:24,628-Speed 3336.86 samples/sec Loss 6.2208 LearningRate 0.0886 Epoch: 1 Global Step: 19690 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:18:27,691-Speed 3344.04 samples/sec Loss 6.1794 LearningRate 0.0885 Epoch: 1 Global Step: 19700 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:18:30,754-Speed 3343.79 samples/sec Loss 6.1759 LearningRate 0.0885 Epoch: 1 Global Step: 19710 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:18:33,830-Speed 3329.91 samples/sec Loss 6.1864 LearningRate 0.0885 Epoch: 1 Global Step: 19720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:18:36,892-Speed 3344.51 samples/sec Loss 6.1432 LearningRate 0.0885 Epoch: 1 Global Step: 19730 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:18:39,957-Speed 3342.24 samples/sec Loss 6.2077 LearningRate 0.0885 Epoch: 1 Global Step: 19740 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:18:43,025-Speed 3338.11 samples/sec Loss 6.1488 LearningRate 0.0885 Epoch: 1 Global Step: 19750 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:18:46,093-Speed 3338.48 samples/sec Loss 6.1890 LearningRate 0.0885 Epoch: 1 Global Step: 19760 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:18:49,162-Speed 3337.00 samples/sec Loss 6.2405 LearningRate 0.0885 Epoch: 1 Global Step: 19770 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:18:52,247-Speed 3320.66 samples/sec Loss 6.1889 LearningRate 0.0885 Epoch: 1 Global Step: 19780 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:18:55,321-Speed 3331.94 samples/sec Loss 6.1793 LearningRate 0.0885 Epoch: 1 Global Step: 19790 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:18:58,391-Speed 3336.15 samples/sec Loss 6.1323 LearningRate 0.0885 Epoch: 1 Global Step: 19800 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:19:01,460-Speed 3337.07 samples/sec Loss 6.2015 LearningRate 0.0885 Epoch: 1 Global Step: 19810 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:19:04,524-Speed 3342.64 samples/sec Loss 6.0994 LearningRate 0.0885 Epoch: 1 Global Step: 19820 Fp16 Grad Scale: 32768 Required: 33 hours Training: 2022-04-11 01:19:07,598-Speed 3332.49 samples/sec Loss 6.2039 LearningRate 0.0885 Epoch: 1 Global Step: 19830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:10,725-Speed 3276.01 samples/sec Loss 6.0910 LearningRate 0.0885 Epoch: 1 Global Step: 19840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:13,877-Speed 3248.93 samples/sec Loss 6.1214 LearningRate 0.0885 Epoch: 1 Global Step: 19850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:16,980-Speed 3300.45 samples/sec Loss 6.2148 LearningRate 0.0885 Epoch: 1 Global Step: 19860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:20,081-Speed 3303.67 samples/sec Loss 6.1860 LearningRate 0.0884 Epoch: 1 Global Step: 19870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:23,187-Speed 3297.52 samples/sec Loss 6.0580 LearningRate 0.0884 Epoch: 1 Global Step: 19880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:26,345-Speed 3242.92 samples/sec Loss 6.2215 LearningRate 0.0884 Epoch: 1 Global Step: 19890 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:29,481-Speed 3265.84 samples/sec Loss 6.1275 LearningRate 0.0884 Epoch: 1 Global Step: 19900 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:32,578-Speed 3307.79 samples/sec Loss 6.1003 LearningRate 0.0884 Epoch: 1 Global Step: 19910 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:35,684-Speed 3297.71 samples/sec Loss 6.1147 LearningRate 0.0884 Epoch: 1 Global Step: 19920 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:19:38,780-Speed 3308.24 samples/sec Loss 6.1840 LearningRate 0.0884 Epoch: 1 Global Step: 19930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:19:41,864-Speed 3321.81 samples/sec Loss 6.1509 LearningRate 0.0884 Epoch: 1 Global Step: 19940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:19:44,949-Speed 3319.86 samples/sec Loss 6.1591 LearningRate 0.0884 Epoch: 1 Global Step: 19950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:19:48,021-Speed 3333.89 samples/sec Loss 6.1362 LearningRate 0.0884 Epoch: 1 Global Step: 19960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:19:51,105-Speed 3320.32 samples/sec Loss 6.1439 LearningRate 0.0884 Epoch: 1 Global Step: 19970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:19:54,206-Speed 3303.84 samples/sec Loss 6.1415 LearningRate 0.0884 Epoch: 1 Global Step: 19980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:19:57,276-Speed 3335.67 samples/sec Loss 6.0912 LearningRate 0.0884 Epoch: 1 Global Step: 19990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:20:00,356-Speed 3326.25 samples/sec Loss 6.0817 LearningRate 0.0884 Epoch: 1 Global Step: 20000 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:20:43,932-[lfw][20000]XNorm: 21.738991 Training: 2022-04-11 01:20:43,933-[lfw][20000]Accuracy-Flip: 0.99667+-0.00316 Training: 2022-04-11 01:20:43,933-[lfw][20000]Accuracy-Highest: 0.99733 Training: 2022-04-11 01:21:34,444-[cfp_fp][20000]XNorm: 19.928066 Training: 2022-04-11 01:21:34,444-[cfp_fp][20000]Accuracy-Flip: 0.96800+-0.00762 Training: 2022-04-11 01:21:34,445-[cfp_fp][20000]Accuracy-Highest: 0.96800 Training: 2022-04-11 01:22:17,829-[agedb_30][20000]XNorm: 21.824821 Training: 2022-04-11 01:22:17,830-[agedb_30][20000]Accuracy-Flip: 0.96933+-0.00961 Training: 2022-04-11 01:22:17,830-[agedb_30][20000]Accuracy-Highest: 0.96933 Training: 2022-04-11 01:22:20,897-Speed 72.86 samples/sec Loss 6.1835 LearningRate 0.0884 Epoch: 1 Global Step: 20010 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:22:24,053-Speed 3245.45 samples/sec Loss 6.0538 LearningRate 0.0884 Epoch: 1 Global Step: 20020 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:22:27,166-Speed 3289.91 samples/sec Loss 6.2193 LearningRate 0.0884 Epoch: 1 Global Step: 20030 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:22:30,235-Speed 3337.37 samples/sec Loss 6.0631 LearningRate 0.0884 Epoch: 1 Global Step: 20040 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:22:33,311-Speed 3329.78 samples/sec Loss 6.2750 LearningRate 0.0883 Epoch: 1 Global Step: 20050 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:22:36,360-Speed 3358.84 samples/sec Loss 6.1789 LearningRate 0.0883 Epoch: 1 Global Step: 20060 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:22:39,421-Speed 3346.04 samples/sec Loss 6.0944 LearningRate 0.0883 Epoch: 1 Global Step: 20070 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:22:42,515-Speed 3311.46 samples/sec Loss 6.0784 LearningRate 0.0883 Epoch: 1 Global Step: 20080 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:22:45,663-Speed 3253.14 samples/sec Loss 6.1407 LearningRate 0.0883 Epoch: 1 Global Step: 20090 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:22:48,727-Speed 3343.44 samples/sec Loss 6.1628 LearningRate 0.0883 Epoch: 1 Global Step: 20100 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:22:51,791-Speed 3342.28 samples/sec Loss 6.1399 LearningRate 0.0883 Epoch: 1 Global Step: 20110 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:22:54,852-Speed 3346.45 samples/sec Loss 6.0979 LearningRate 0.0883 Epoch: 1 Global Step: 20120 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:22:57,937-Speed 3319.88 samples/sec Loss 6.1438 LearningRate 0.0883 Epoch: 1 Global Step: 20130 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:01,046-Speed 3294.26 samples/sec Loss 6.1687 LearningRate 0.0883 Epoch: 1 Global Step: 20140 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:04,119-Speed 3332.86 samples/sec Loss 6.1693 LearningRate 0.0883 Epoch: 1 Global Step: 20150 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:07,186-Speed 3339.93 samples/sec Loss 6.2443 LearningRate 0.0883 Epoch: 1 Global Step: 20160 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:23:10,300-Speed 3288.98 samples/sec Loss 6.1653 LearningRate 0.0883 Epoch: 1 Global Step: 20170 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:23:13,416-Speed 3287.73 samples/sec Loss 6.2132 LearningRate 0.0883 Epoch: 1 Global Step: 20180 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:23:16,524-Speed 3294.48 samples/sec Loss 6.0163 LearningRate 0.0883 Epoch: 1 Global Step: 20190 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:23:19,615-Speed 3314.44 samples/sec Loss 6.1774 LearningRate 0.0883 Epoch: 1 Global Step: 20200 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:23:22,706-Speed 3313.97 samples/sec Loss 6.1714 LearningRate 0.0883 Epoch: 1 Global Step: 20210 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:23:25,798-Speed 3311.61 samples/sec Loss 6.1709 LearningRate 0.0883 Epoch: 1 Global Step: 20220 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:28,966-Speed 3233.30 samples/sec Loss 6.0889 LearningRate 0.0882 Epoch: 1 Global Step: 20230 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:32,057-Speed 3314.12 samples/sec Loss 6.2005 LearningRate 0.0882 Epoch: 1 Global Step: 20240 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:35,132-Speed 3330.43 samples/sec Loss 6.1938 LearningRate 0.0882 Epoch: 1 Global Step: 20250 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:38,224-Speed 3312.66 samples/sec Loss 6.1582 LearningRate 0.0882 Epoch: 1 Global Step: 20260 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:41,303-Speed 3327.21 samples/sec Loss 6.1162 LearningRate 0.0882 Epoch: 1 Global Step: 20270 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:44,364-Speed 3346.46 samples/sec Loss 6.0694 LearningRate 0.0882 Epoch: 1 Global Step: 20280 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:47,431-Speed 3339.94 samples/sec Loss 6.2711 LearningRate 0.0882 Epoch: 1 Global Step: 20290 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:50,492-Speed 3346.00 samples/sec Loss 6.1672 LearningRate 0.0882 Epoch: 1 Global Step: 20300 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:53,559-Speed 3339.28 samples/sec Loss 6.1425 LearningRate 0.0882 Epoch: 1 Global Step: 20310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:23:56,627-Speed 3339.19 samples/sec Loss 6.1035 LearningRate 0.0882 Epoch: 1 Global Step: 20320 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:23:59,687-Speed 3346.79 samples/sec Loss 6.0530 LearningRate 0.0882 Epoch: 1 Global Step: 20330 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:02,767-Speed 3325.68 samples/sec Loss 6.1754 LearningRate 0.0882 Epoch: 1 Global Step: 20340 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:05,854-Speed 3317.34 samples/sec Loss 6.2412 LearningRate 0.0882 Epoch: 1 Global Step: 20350 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:08,975-Speed 3281.96 samples/sec Loss 6.2014 LearningRate 0.0882 Epoch: 1 Global Step: 20360 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:12,034-Speed 3348.23 samples/sec Loss 6.0817 LearningRate 0.0882 Epoch: 1 Global Step: 20370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:15,120-Speed 3319.69 samples/sec Loss 6.0842 LearningRate 0.0882 Epoch: 1 Global Step: 20380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:18,179-Speed 3347.91 samples/sec Loss 6.1603 LearningRate 0.0882 Epoch: 1 Global Step: 20390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:21,245-Speed 3340.51 samples/sec Loss 6.1984 LearningRate 0.0882 Epoch: 1 Global Step: 20400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:24,312-Speed 3339.87 samples/sec Loss 6.1031 LearningRate 0.0881 Epoch: 1 Global Step: 20410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:27,392-Speed 3324.91 samples/sec Loss 6.1431 LearningRate 0.0881 Epoch: 1 Global Step: 20420 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:24:30,448-Speed 3355.76 samples/sec Loss 6.1255 LearningRate 0.0881 Epoch: 1 Global Step: 20430 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:24:33,516-Speed 3338.10 samples/sec Loss 6.0665 LearningRate 0.0881 Epoch: 1 Global Step: 20440 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:24:36,597-Speed 3325.08 samples/sec Loss 6.2112 LearningRate 0.0881 Epoch: 1 Global Step: 20450 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:24:39,742-Speed 3256.64 samples/sec Loss 6.1962 LearningRate 0.0881 Epoch: 1 Global Step: 20460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:42,889-Speed 3254.71 samples/sec Loss 6.2253 LearningRate 0.0881 Epoch: 1 Global Step: 20470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:45,945-Speed 3351.88 samples/sec Loss 6.1838 LearningRate 0.0881 Epoch: 1 Global Step: 20480 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:49,011-Speed 3340.50 samples/sec Loss 6.1845 LearningRate 0.0881 Epoch: 1 Global Step: 20490 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:52,077-Speed 3340.98 samples/sec Loss 6.0796 LearningRate 0.0881 Epoch: 1 Global Step: 20500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:55,174-Speed 3307.39 samples/sec Loss 6.2474 LearningRate 0.0881 Epoch: 1 Global Step: 20510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:24:58,252-Speed 3327.43 samples/sec Loss 6.0293 LearningRate 0.0881 Epoch: 1 Global Step: 20520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:01,332-Speed 3325.57 samples/sec Loss 6.0324 LearningRate 0.0881 Epoch: 1 Global Step: 20530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:04,390-Speed 3349.06 samples/sec Loss 6.0863 LearningRate 0.0881 Epoch: 1 Global Step: 20540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:07,477-Speed 3317.93 samples/sec Loss 6.2033 LearningRate 0.0881 Epoch: 1 Global Step: 20550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:10,555-Speed 3328.13 samples/sec Loss 6.1108 LearningRate 0.0881 Epoch: 1 Global Step: 20560 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:25:13,609-Speed 3354.13 samples/sec Loss 6.1587 LearningRate 0.0881 Epoch: 1 Global Step: 20570 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:25:16,675-Speed 3340.11 samples/sec Loss 6.1319 LearningRate 0.0881 Epoch: 1 Global Step: 20580 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:25:19,718-Speed 3365.76 samples/sec Loss 6.2053 LearningRate 0.0880 Epoch: 1 Global Step: 20590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:22,772-Speed 3353.42 samples/sec Loss 6.1768 LearningRate 0.0880 Epoch: 1 Global Step: 20600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:25,836-Speed 3343.00 samples/sec Loss 6.1062 LearningRate 0.0880 Epoch: 1 Global Step: 20610 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:28,918-Speed 3323.35 samples/sec Loss 6.2209 LearningRate 0.0880 Epoch: 1 Global Step: 20620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:32,037-Speed 3283.46 samples/sec Loss 6.1263 LearningRate 0.0880 Epoch: 1 Global Step: 20630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:35,145-Speed 3295.53 samples/sec Loss 6.1373 LearningRate 0.0880 Epoch: 1 Global Step: 20640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:38,210-Speed 3342.61 samples/sec Loss 6.1067 LearningRate 0.0880 Epoch: 1 Global Step: 20650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:41,270-Speed 3346.68 samples/sec Loss 6.2015 LearningRate 0.0880 Epoch: 1 Global Step: 20660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:44,346-Speed 3330.00 samples/sec Loss 6.0536 LearningRate 0.0880 Epoch: 1 Global Step: 20670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:47,421-Speed 3331.37 samples/sec Loss 6.1306 LearningRate 0.0880 Epoch: 1 Global Step: 20680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:25:50,480-Speed 3347.47 samples/sec Loss 5.9823 LearningRate 0.0880 Epoch: 1 Global Step: 20690 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:25:53,666-Speed 3215.46 samples/sec Loss 6.1821 LearningRate 0.0880 Epoch: 1 Global Step: 20700 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:25:56,725-Speed 3347.20 samples/sec Loss 6.0604 LearningRate 0.0880 Epoch: 1 Global Step: 20710 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:25:59,782-Speed 3351.58 samples/sec Loss 6.1311 LearningRate 0.0880 Epoch: 1 Global Step: 20720 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:02,855-Speed 3332.28 samples/sec Loss 6.0652 LearningRate 0.0880 Epoch: 1 Global Step: 20730 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:05,916-Speed 3346.90 samples/sec Loss 6.1289 LearningRate 0.0880 Epoch: 1 Global Step: 20740 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:08,981-Speed 3341.12 samples/sec Loss 6.0686 LearningRate 0.0880 Epoch: 1 Global Step: 20750 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:12,045-Speed 3343.16 samples/sec Loss 6.1241 LearningRate 0.0879 Epoch: 1 Global Step: 20760 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:15,175-Speed 3272.01 samples/sec Loss 6.1387 LearningRate 0.0879 Epoch: 1 Global Step: 20770 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:18,273-Speed 3306.09 samples/sec Loss 6.1153 LearningRate 0.0879 Epoch: 1 Global Step: 20780 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:21,328-Speed 3353.50 samples/sec Loss 6.0711 LearningRate 0.0879 Epoch: 1 Global Step: 20790 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:24,446-Speed 3284.61 samples/sec Loss 6.1325 LearningRate 0.0879 Epoch: 1 Global Step: 20800 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:27,514-Speed 3337.77 samples/sec Loss 6.0958 LearningRate 0.0879 Epoch: 1 Global Step: 20810 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:30,574-Speed 3347.43 samples/sec Loss 6.1048 LearningRate 0.0879 Epoch: 1 Global Step: 20820 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:33,631-Speed 3350.69 samples/sec Loss 6.1028 LearningRate 0.0879 Epoch: 1 Global Step: 20830 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:36,689-Speed 3349.82 samples/sec Loss 6.0490 LearningRate 0.0879 Epoch: 1 Global Step: 20840 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:39,797-Speed 3295.60 samples/sec Loss 6.2324 LearningRate 0.0879 Epoch: 1 Global Step: 20850 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:42,863-Speed 3340.13 samples/sec Loss 6.1694 LearningRate 0.0879 Epoch: 1 Global Step: 20860 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:45,937-Speed 3331.96 samples/sec Loss 6.1528 LearningRate 0.0879 Epoch: 1 Global Step: 20870 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:49,019-Speed 3324.17 samples/sec Loss 6.0872 LearningRate 0.0879 Epoch: 1 Global Step: 20880 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:26:52,077-Speed 3348.60 samples/sec Loss 5.9636 LearningRate 0.0879 Epoch: 1 Global Step: 20890 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:55,132-Speed 3352.72 samples/sec Loss 6.0862 LearningRate 0.0879 Epoch: 1 Global Step: 20900 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:26:58,251-Speed 3284.56 samples/sec Loss 6.1693 LearningRate 0.0879 Epoch: 1 Global Step: 20910 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:27:01,315-Speed 3342.25 samples/sec Loss 6.0357 LearningRate 0.0879 Epoch: 1 Global Step: 20920 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:27:04,375-Speed 3348.00 samples/sec Loss 6.0484 LearningRate 0.0879 Epoch: 1 Global Step: 20930 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:27:07,490-Speed 3287.90 samples/sec Loss 6.0653 LearningRate 0.0878 Epoch: 1 Global Step: 20940 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:27:10,553-Speed 3343.67 samples/sec Loss 6.1091 LearningRate 0.0878 Epoch: 1 Global Step: 20950 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:27:13,606-Speed 3354.99 samples/sec Loss 6.0276 LearningRate 0.0878 Epoch: 1 Global Step: 20960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:16,685-Speed 3325.93 samples/sec Loss 6.1132 LearningRate 0.0878 Epoch: 1 Global Step: 20970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:19,777-Speed 3312.94 samples/sec Loss 6.0918 LearningRate 0.0878 Epoch: 1 Global Step: 20980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:22,916-Speed 3262.97 samples/sec Loss 6.0394 LearningRate 0.0878 Epoch: 1 Global Step: 20990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:25,989-Speed 3333.68 samples/sec Loss 6.0817 LearningRate 0.0878 Epoch: 1 Global Step: 21000 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:29,084-Speed 3308.37 samples/sec Loss 6.0315 LearningRate 0.0878 Epoch: 1 Global Step: 21010 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:32,146-Speed 3345.73 samples/sec Loss 6.1352 LearningRate 0.0878 Epoch: 1 Global Step: 21020 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:35,227-Speed 3323.72 samples/sec Loss 6.1745 LearningRate 0.0878 Epoch: 1 Global Step: 21030 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:38,300-Speed 3333.33 samples/sec Loss 6.0832 LearningRate 0.0878 Epoch: 1 Global Step: 21040 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:41,409-Speed 3294.18 samples/sec Loss 6.0229 LearningRate 0.0878 Epoch: 1 Global Step: 21050 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:44,547-Speed 3264.43 samples/sec Loss 6.0027 LearningRate 0.0878 Epoch: 1 Global Step: 21060 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:27:47,617-Speed 3336.31 samples/sec Loss 5.9963 LearningRate 0.0878 Epoch: 1 Global Step: 21070 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:50,681-Speed 3342.37 samples/sec Loss 6.0266 LearningRate 0.0878 Epoch: 1 Global Step: 21080 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:53,823-Speed 3260.41 samples/sec Loss 6.0157 LearningRate 0.0878 Epoch: 1 Global Step: 21090 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:56,925-Speed 3302.11 samples/sec Loss 5.9609 LearningRate 0.0878 Epoch: 1 Global Step: 21100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:27:59,990-Speed 3340.92 samples/sec Loss 6.0980 LearningRate 0.0878 Epoch: 1 Global Step: 21110 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:03,049-Speed 3348.45 samples/sec Loss 6.0805 LearningRate 0.0877 Epoch: 1 Global Step: 21120 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:06,114-Speed 3341.52 samples/sec Loss 6.0067 LearningRate 0.0877 Epoch: 1 Global Step: 21130 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:09,180-Speed 3341.02 samples/sec Loss 5.9695 LearningRate 0.0877 Epoch: 1 Global Step: 21140 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:12,301-Speed 3281.66 samples/sec Loss 5.9910 LearningRate 0.0877 Epoch: 1 Global Step: 21150 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:15,433-Speed 3269.69 samples/sec Loss 6.0081 LearningRate 0.0877 Epoch: 1 Global Step: 21160 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:18,497-Speed 3343.94 samples/sec Loss 6.0164 LearningRate 0.0877 Epoch: 1 Global Step: 21170 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:21,657-Speed 3241.48 samples/sec Loss 5.9996 LearningRate 0.0877 Epoch: 1 Global Step: 21180 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:24,771-Speed 3288.17 samples/sec Loss 6.0039 LearningRate 0.0877 Epoch: 1 Global Step: 21190 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:27,833-Speed 3345.24 samples/sec Loss 6.0848 LearningRate 0.0877 Epoch: 1 Global Step: 21200 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:30,889-Speed 3351.32 samples/sec Loss 5.9973 LearningRate 0.0877 Epoch: 1 Global Step: 21210 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:33,946-Speed 3350.31 samples/sec Loss 6.0609 LearningRate 0.0877 Epoch: 1 Global Step: 21220 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:37,011-Speed 3341.80 samples/sec Loss 5.9886 LearningRate 0.0877 Epoch: 1 Global Step: 21230 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:40,067-Speed 3351.95 samples/sec Loss 5.9676 LearningRate 0.0877 Epoch: 1 Global Step: 21240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:43,136-Speed 3337.17 samples/sec Loss 6.0166 LearningRate 0.0877 Epoch: 1 Global Step: 21250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:46,233-Speed 3308.02 samples/sec Loss 6.1105 LearningRate 0.0877 Epoch: 1 Global Step: 21260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:28:49,278-Speed 3363.42 samples/sec Loss 6.0626 LearningRate 0.0877 Epoch: 1 Global Step: 21270 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:28:52,338-Speed 3347.72 samples/sec Loss 6.1127 LearningRate 0.0877 Epoch: 1 Global Step: 21280 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:28:55,398-Speed 3347.12 samples/sec Loss 6.0340 LearningRate 0.0877 Epoch: 1 Global Step: 21290 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:28:58,489-Speed 3312.56 samples/sec Loss 6.0824 LearningRate 0.0876 Epoch: 1 Global Step: 21300 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:29:01,570-Speed 3324.50 samples/sec Loss 5.9999 LearningRate 0.0876 Epoch: 1 Global Step: 21310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:29:04,629-Speed 3348.63 samples/sec Loss 6.0382 LearningRate 0.0876 Epoch: 1 Global Step: 21320 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:29:07,696-Speed 3339.27 samples/sec Loss 6.0159 LearningRate 0.0876 Epoch: 1 Global Step: 21330 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:29:10,759-Speed 3343.80 samples/sec Loss 6.0789 LearningRate 0.0876 Epoch: 1 Global Step: 21340 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:29:13,935-Speed 3225.39 samples/sec Loss 6.0868 LearningRate 0.0876 Epoch: 1 Global Step: 21350 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:29:16,997-Speed 3344.82 samples/sec Loss 6.0064 LearningRate 0.0876 Epoch: 1 Global Step: 21360 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:29:20,059-Speed 3344.73 samples/sec Loss 6.0555 LearningRate 0.0876 Epoch: 1 Global Step: 21370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:23,124-Speed 3342.63 samples/sec Loss 6.1074 LearningRate 0.0876 Epoch: 1 Global Step: 21380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:26,189-Speed 3341.17 samples/sec Loss 6.0549 LearningRate 0.0876 Epoch: 1 Global Step: 21390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:29,261-Speed 3333.89 samples/sec Loss 5.9271 LearningRate 0.0876 Epoch: 1 Global Step: 21400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:32,340-Speed 3326.69 samples/sec Loss 6.0140 LearningRate 0.0876 Epoch: 1 Global Step: 21410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:35,415-Speed 3331.11 samples/sec Loss 5.9923 LearningRate 0.0876 Epoch: 1 Global Step: 21420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:38,492-Speed 3329.28 samples/sec Loss 6.0902 LearningRate 0.0876 Epoch: 1 Global Step: 21430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:41,561-Speed 3337.59 samples/sec Loss 5.9045 LearningRate 0.0876 Epoch: 1 Global Step: 21440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:44,708-Speed 3254.05 samples/sec Loss 5.9838 LearningRate 0.0876 Epoch: 1 Global Step: 21450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:47,786-Speed 3327.54 samples/sec Loss 5.9781 LearningRate 0.0876 Epoch: 1 Global Step: 21460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:29:50,859-Speed 3332.93 samples/sec Loss 6.0790 LearningRate 0.0876 Epoch: 1 Global Step: 21470 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:29:53,972-Speed 3289.52 samples/sec Loss 6.1237 LearningRate 0.0875 Epoch: 1 Global Step: 21480 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:29:57,040-Speed 3338.89 samples/sec Loss 6.0490 LearningRate 0.0875 Epoch: 1 Global Step: 21490 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:30:00,100-Speed 3347.19 samples/sec Loss 5.9809 LearningRate 0.0875 Epoch: 1 Global Step: 21500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:03,185-Speed 3320.10 samples/sec Loss 5.8732 LearningRate 0.0875 Epoch: 1 Global Step: 21510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:06,296-Speed 3292.69 samples/sec Loss 6.0224 LearningRate 0.0875 Epoch: 1 Global Step: 21520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:09,360-Speed 3342.48 samples/sec Loss 5.9812 LearningRate 0.0875 Epoch: 1 Global Step: 21530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:12,441-Speed 3324.22 samples/sec Loss 6.0680 LearningRate 0.0875 Epoch: 1 Global Step: 21540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:15,514-Speed 3333.54 samples/sec Loss 6.0544 LearningRate 0.0875 Epoch: 1 Global Step: 21550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:18,629-Speed 3287.69 samples/sec Loss 5.9171 LearningRate 0.0875 Epoch: 1 Global Step: 21560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:21,697-Speed 3338.17 samples/sec Loss 6.0216 LearningRate 0.0875 Epoch: 1 Global Step: 21570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:24,810-Speed 3290.66 samples/sec Loss 5.9696 LearningRate 0.0875 Epoch: 1 Global Step: 21580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:27,940-Speed 3272.44 samples/sec Loss 6.0506 LearningRate 0.0875 Epoch: 1 Global Step: 21590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:31,029-Speed 3315.28 samples/sec Loss 5.9962 LearningRate 0.0875 Epoch: 1 Global Step: 21600 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:30:34,099-Speed 3337.11 samples/sec Loss 5.9946 LearningRate 0.0875 Epoch: 1 Global Step: 21610 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:30:37,155-Speed 3350.90 samples/sec Loss 5.9567 LearningRate 0.0875 Epoch: 1 Global Step: 21620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:40,221-Speed 3340.57 samples/sec Loss 6.0836 LearningRate 0.0875 Epoch: 1 Global Step: 21630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:43,290-Speed 3337.74 samples/sec Loss 6.0343 LearningRate 0.0875 Epoch: 1 Global Step: 21640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:46,359-Speed 3336.93 samples/sec Loss 6.0383 LearningRate 0.0874 Epoch: 1 Global Step: 21650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:49,437-Speed 3327.39 samples/sec Loss 6.0086 LearningRate 0.0874 Epoch: 1 Global Step: 21660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:52,525-Speed 3317.42 samples/sec Loss 5.9986 LearningRate 0.0874 Epoch: 1 Global Step: 21670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:55,590-Speed 3341.55 samples/sec Loss 5.9222 LearningRate 0.0874 Epoch: 1 Global Step: 21680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:30:58,685-Speed 3309.59 samples/sec Loss 5.9735 LearningRate 0.0874 Epoch: 1 Global Step: 21690 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:01,768-Speed 3322.69 samples/sec Loss 5.9986 LearningRate 0.0874 Epoch: 1 Global Step: 21700 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:04,834-Speed 3340.28 samples/sec Loss 6.0066 LearningRate 0.0874 Epoch: 1 Global Step: 21710 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:07,998-Speed 3236.55 samples/sec Loss 6.0310 LearningRate 0.0874 Epoch: 1 Global Step: 21720 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:31:11,054-Speed 3352.33 samples/sec Loss 6.0023 LearningRate 0.0874 Epoch: 1 Global Step: 21730 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:14,258-Speed 3196.03 samples/sec Loss 5.9159 LearningRate 0.0874 Epoch: 1 Global Step: 21740 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:17,505-Speed 3154.99 samples/sec Loss 6.0476 LearningRate 0.0874 Epoch: 1 Global Step: 21750 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:20,701-Speed 3203.93 samples/sec Loss 6.0529 LearningRate 0.0874 Epoch: 1 Global Step: 21760 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:23,782-Speed 3324.32 samples/sec Loss 5.9730 LearningRate 0.0874 Epoch: 1 Global Step: 21770 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:26,879-Speed 3308.06 samples/sec Loss 5.9863 LearningRate 0.0874 Epoch: 1 Global Step: 21780 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:29,979-Speed 3303.68 samples/sec Loss 6.0118 LearningRate 0.0874 Epoch: 1 Global Step: 21790 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:33,087-Speed 3296.07 samples/sec Loss 6.0155 LearningRate 0.0874 Epoch: 1 Global Step: 21800 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:36,148-Speed 3346.35 samples/sec Loss 6.0123 LearningRate 0.0874 Epoch: 1 Global Step: 21810 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:39,221-Speed 3332.63 samples/sec Loss 5.9833 LearningRate 0.0874 Epoch: 1 Global Step: 21820 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:31:42,283-Speed 3344.28 samples/sec Loss 5.9519 LearningRate 0.0873 Epoch: 1 Global Step: 21830 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 01:31:45,450-Speed 3234.17 samples/sec Loss 5.9914 LearningRate 0.0873 Epoch: 1 Global Step: 21840 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 01:31:48,511-Speed 3346.40 samples/sec Loss 5.9618 LearningRate 0.0873 Epoch: 1 Global Step: 21850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:31:51,586-Speed 3330.46 samples/sec Loss 6.0144 LearningRate 0.0873 Epoch: 1 Global Step: 21860 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:31:54,659-Speed 3333.89 samples/sec Loss 6.0177 LearningRate 0.0873 Epoch: 1 Global Step: 21870 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:31:57,732-Speed 3332.65 samples/sec Loss 5.8989 LearningRate 0.0873 Epoch: 1 Global Step: 21880 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:00,906-Speed 3226.68 samples/sec Loss 6.0980 LearningRate 0.0873 Epoch: 1 Global Step: 21890 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:04,031-Speed 3278.03 samples/sec Loss 6.0500 LearningRate 0.0873 Epoch: 1 Global Step: 21900 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:07,223-Speed 3208.52 samples/sec Loss 5.9620 LearningRate 0.0873 Epoch: 1 Global Step: 21910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:10,355-Speed 3270.27 samples/sec Loss 6.0880 LearningRate 0.0873 Epoch: 1 Global Step: 21920 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:13,446-Speed 3313.08 samples/sec Loss 5.9636 LearningRate 0.0873 Epoch: 1 Global Step: 21930 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:16,588-Speed 3260.39 samples/sec Loss 5.9533 LearningRate 0.0873 Epoch: 1 Global Step: 21940 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:19,715-Speed 3275.20 samples/sec Loss 5.9570 LearningRate 0.0873 Epoch: 1 Global Step: 21950 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 01:32:22,768-Speed 3354.83 samples/sec Loss 5.9742 LearningRate 0.0873 Epoch: 1 Global Step: 21960 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:25,897-Speed 3273.18 samples/sec Loss 5.9370 LearningRate 0.0873 Epoch: 1 Global Step: 21970 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:28,978-Speed 3324.60 samples/sec Loss 6.0398 LearningRate 0.0873 Epoch: 1 Global Step: 21980 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:32,045-Speed 3340.31 samples/sec Loss 5.9314 LearningRate 0.0873 Epoch: 1 Global Step: 21990 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:32:35,107-Speed 3344.76 samples/sec Loss 5.9708 LearningRate 0.0873 Epoch: 1 Global Step: 22000 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:33:18,737-[lfw][22000]XNorm: 22.601832 Training: 2022-04-11 01:33:18,738-[lfw][22000]Accuracy-Flip: 0.99717+-0.00248 Training: 2022-04-11 01:33:18,739-[lfw][22000]Accuracy-Highest: 0.99733 Training: 2022-04-11 01:34:09,421-[cfp_fp][22000]XNorm: 21.024974 Training: 2022-04-11 01:34:09,422-[cfp_fp][22000]Accuracy-Flip: 0.97429+-0.00579 Training: 2022-04-11 01:34:09,422-[cfp_fp][22000]Accuracy-Highest: 0.97429 Training: 2022-04-11 01:34:53,006-[agedb_30][22000]XNorm: 22.296151 Training: 2022-04-11 01:34:53,006-[agedb_30][22000]Accuracy-Flip: 0.97267+-0.00484 Training: 2022-04-11 01:34:53,007-[agedb_30][22000]Accuracy-Highest: 0.97267 Training: 2022-04-11 01:34:56,069-Speed 72.64 samples/sec Loss 6.0887 LearningRate 0.0872 Epoch: 1 Global Step: 22010 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:34:59,118-Speed 3359.21 samples/sec Loss 6.0456 LearningRate 0.0872 Epoch: 1 Global Step: 22020 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:02,169-Speed 3356.58 samples/sec Loss 5.9794 LearningRate 0.0872 Epoch: 1 Global Step: 22030 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:05,218-Speed 3359.93 samples/sec Loss 5.8886 LearningRate 0.0872 Epoch: 1 Global Step: 22040 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:08,266-Speed 3360.31 samples/sec Loss 6.0147 LearningRate 0.0872 Epoch: 1 Global Step: 22050 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:11,324-Speed 3348.92 samples/sec Loss 5.9088 LearningRate 0.0872 Epoch: 1 Global Step: 22060 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:14,375-Speed 3356.91 samples/sec Loss 5.9634 LearningRate 0.0872 Epoch: 1 Global Step: 22070 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:17,427-Speed 3356.51 samples/sec Loss 6.0279 LearningRate 0.0872 Epoch: 1 Global Step: 22080 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:20,477-Speed 3357.93 samples/sec Loss 6.0228 LearningRate 0.0872 Epoch: 1 Global Step: 22090 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:23,534-Speed 3350.23 samples/sec Loss 6.0241 LearningRate 0.0872 Epoch: 1 Global Step: 22100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:35:26,611-Speed 3329.12 samples/sec Loss 6.0761 LearningRate 0.0872 Epoch: 1 Global Step: 22110 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:35:29,667-Speed 3350.65 samples/sec Loss 6.0137 LearningRate 0.0872 Epoch: 1 Global Step: 22120 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:35:32,717-Speed 3358.00 samples/sec Loss 6.0386 LearningRate 0.0872 Epoch: 1 Global Step: 22130 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:35,773-Speed 3352.03 samples/sec Loss 5.9814 LearningRate 0.0872 Epoch: 1 Global Step: 22140 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:38,845-Speed 3333.55 samples/sec Loss 6.0038 LearningRate 0.0872 Epoch: 1 Global Step: 22150 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:41,914-Speed 3337.66 samples/sec Loss 5.9942 LearningRate 0.0872 Epoch: 1 Global Step: 22160 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:45,022-Speed 3295.82 samples/sec Loss 5.9378 LearningRate 0.0872 Epoch: 1 Global Step: 22170 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:48,086-Speed 3343.42 samples/sec Loss 5.9391 LearningRate 0.0872 Epoch: 1 Global Step: 22180 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:51,187-Speed 3301.96 samples/sec Loss 5.9219 LearningRate 0.0871 Epoch: 1 Global Step: 22190 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:54,269-Speed 3323.69 samples/sec Loss 5.8835 LearningRate 0.0871 Epoch: 1 Global Step: 22200 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:35:57,338-Speed 3337.59 samples/sec Loss 5.9183 LearningRate 0.0871 Epoch: 1 Global Step: 22210 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:36:00,407-Speed 3336.46 samples/sec Loss 6.0032 LearningRate 0.0871 Epoch: 1 Global Step: 22220 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:36:03,483-Speed 3330.16 samples/sec Loss 5.8678 LearningRate 0.0871 Epoch: 1 Global Step: 22230 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:06,566-Speed 3321.93 samples/sec Loss 6.0652 LearningRate 0.0871 Epoch: 1 Global Step: 22240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:09,647-Speed 3325.39 samples/sec Loss 5.9531 LearningRate 0.0871 Epoch: 1 Global Step: 22250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:12,742-Speed 3309.12 samples/sec Loss 5.8555 LearningRate 0.0871 Epoch: 1 Global Step: 22260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:15,820-Speed 3327.40 samples/sec Loss 5.9317 LearningRate 0.0871 Epoch: 1 Global Step: 22270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:18,972-Speed 3249.95 samples/sec Loss 5.8568 LearningRate 0.0871 Epoch: 1 Global Step: 22280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:22,152-Speed 3221.03 samples/sec Loss 5.9272 LearningRate 0.0871 Epoch: 1 Global Step: 22290 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:25,989-Speed 2668.81 samples/sec Loss 5.9729 LearningRate 0.0871 Epoch: 1 Global Step: 22300 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:29,140-Speed 3250.52 samples/sec Loss 5.8919 LearningRate 0.0871 Epoch: 1 Global Step: 22310 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:32,201-Speed 3345.69 samples/sec Loss 5.8381 LearningRate 0.0871 Epoch: 1 Global Step: 22320 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:35,289-Speed 3316.92 samples/sec Loss 5.9114 LearningRate 0.0871 Epoch: 1 Global Step: 22330 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:38,466-Speed 3223.62 samples/sec Loss 5.9955 LearningRate 0.0871 Epoch: 1 Global Step: 22340 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:41,553-Speed 3318.00 samples/sec Loss 5.9520 LearningRate 0.0871 Epoch: 1 Global Step: 22350 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:44,627-Speed 3332.61 samples/sec Loss 5.8734 LearningRate 0.0871 Epoch: 1 Global Step: 22360 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:47,789-Speed 3239.03 samples/sec Loss 5.8622 LearningRate 0.0870 Epoch: 1 Global Step: 22370 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:50,859-Speed 3336.60 samples/sec Loss 5.9076 LearningRate 0.0870 Epoch: 1 Global Step: 22380 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:53,956-Speed 3307.18 samples/sec Loss 5.9613 LearningRate 0.0870 Epoch: 1 Global Step: 22390 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:36:57,044-Speed 3316.83 samples/sec Loss 5.8952 LearningRate 0.0870 Epoch: 1 Global Step: 22400 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:00,109-Speed 3341.20 samples/sec Loss 5.8218 LearningRate 0.0870 Epoch: 1 Global Step: 22410 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:03,169-Speed 3347.03 samples/sec Loss 5.8975 LearningRate 0.0870 Epoch: 1 Global Step: 22420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:06,310-Speed 3261.86 samples/sec Loss 5.8856 LearningRate 0.0870 Epoch: 1 Global Step: 22430 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:37:09,381-Speed 3334.39 samples/sec Loss 5.9196 LearningRate 0.0870 Epoch: 1 Global Step: 22440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:12,471-Speed 3314.82 samples/sec Loss 5.9620 LearningRate 0.0870 Epoch: 1 Global Step: 22450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:15,563-Speed 3312.80 samples/sec Loss 5.9838 LearningRate 0.0870 Epoch: 1 Global Step: 22460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:18,632-Speed 3337.17 samples/sec Loss 5.9208 LearningRate 0.0870 Epoch: 1 Global Step: 22470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:21,724-Speed 3313.32 samples/sec Loss 5.9451 LearningRate 0.0870 Epoch: 1 Global Step: 22480 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:24,813-Speed 3315.81 samples/sec Loss 5.9543 LearningRate 0.0870 Epoch: 1 Global Step: 22490 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:27,871-Speed 3349.21 samples/sec Loss 5.8914 LearningRate 0.0870 Epoch: 1 Global Step: 22500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:30,950-Speed 3326.44 samples/sec Loss 5.9475 LearningRate 0.0870 Epoch: 1 Global Step: 22510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:34,021-Speed 3334.48 samples/sec Loss 5.8613 LearningRate 0.0870 Epoch: 1 Global Step: 22520 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:37,090-Speed 3338.04 samples/sec Loss 5.9378 LearningRate 0.0870 Epoch: 1 Global Step: 22530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:40,158-Speed 3339.00 samples/sec Loss 5.9455 LearningRate 0.0870 Epoch: 1 Global Step: 22540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:43,233-Speed 3331.25 samples/sec Loss 5.8967 LearningRate 0.0869 Epoch: 1 Global Step: 22550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:46,302-Speed 3336.61 samples/sec Loss 5.8805 LearningRate 0.0869 Epoch: 1 Global Step: 22560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:49,362-Speed 3347.07 samples/sec Loss 5.8936 LearningRate 0.0869 Epoch: 1 Global Step: 22570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:52,490-Speed 3274.79 samples/sec Loss 5.9778 LearningRate 0.0869 Epoch: 1 Global Step: 22580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:55,566-Speed 3329.56 samples/sec Loss 5.8441 LearningRate 0.0869 Epoch: 1 Global Step: 22590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:37:58,630-Speed 3342.70 samples/sec Loss 5.9083 LearningRate 0.0869 Epoch: 1 Global Step: 22600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:01,702-Speed 3334.93 samples/sec Loss 6.0094 LearningRate 0.0869 Epoch: 1 Global Step: 22610 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:04,766-Speed 3342.74 samples/sec Loss 5.8947 LearningRate 0.0869 Epoch: 1 Global Step: 22620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:07,840-Speed 3331.48 samples/sec Loss 5.9256 LearningRate 0.0869 Epoch: 1 Global Step: 22630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:10,912-Speed 3334.48 samples/sec Loss 5.9322 LearningRate 0.0869 Epoch: 1 Global Step: 22640 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:38:14,032-Speed 3282.71 samples/sec Loss 5.8551 LearningRate 0.0869 Epoch: 1 Global Step: 22650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:17,180-Speed 3253.90 samples/sec Loss 5.9797 LearningRate 0.0869 Epoch: 1 Global Step: 22660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:20,264-Speed 3320.52 samples/sec Loss 5.8440 LearningRate 0.0869 Epoch: 1 Global Step: 22670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:23,357-Speed 3311.30 samples/sec Loss 5.8516 LearningRate 0.0869 Epoch: 1 Global Step: 22680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:38:26,444-Speed 3318.46 samples/sec Loss 5.8860 LearningRate 0.0869 Epoch: 1 Global Step: 22690 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:29,561-Speed 3285.81 samples/sec Loss 5.8425 LearningRate 0.0869 Epoch: 1 Global Step: 22700 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:32,708-Speed 3254.27 samples/sec Loss 5.8216 LearningRate 0.0869 Epoch: 1 Global Step: 22710 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:35,776-Speed 3338.68 samples/sec Loss 5.8865 LearningRate 0.0869 Epoch: 1 Global Step: 22720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:38,861-Speed 3319.86 samples/sec Loss 5.8190 LearningRate 0.0868 Epoch: 1 Global Step: 22730 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:41,929-Speed 3338.74 samples/sec Loss 5.8328 LearningRate 0.0868 Epoch: 1 Global Step: 22740 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:47,529-Speed 1828.75 samples/sec Loss 5.9293 LearningRate 0.0868 Epoch: 1 Global Step: 22750 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:50,633-Speed 3300.45 samples/sec Loss 5.8617 LearningRate 0.0868 Epoch: 1 Global Step: 22760 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:53,754-Speed 3281.22 samples/sec Loss 5.8190 LearningRate 0.0868 Epoch: 1 Global Step: 22770 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:56,820-Speed 3340.99 samples/sec Loss 5.9505 LearningRate 0.0868 Epoch: 1 Global Step: 22780 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:38:59,881-Speed 3346.01 samples/sec Loss 5.7858 LearningRate 0.0868 Epoch: 1 Global Step: 22790 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:02,941-Speed 3347.59 samples/sec Loss 5.8571 LearningRate 0.0868 Epoch: 1 Global Step: 22800 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:06,052-Speed 3291.90 samples/sec Loss 5.8615 LearningRate 0.0868 Epoch: 1 Global Step: 22810 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:09,240-Speed 3213.02 samples/sec Loss 5.9268 LearningRate 0.0868 Epoch: 1 Global Step: 22820 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:12,360-Speed 3282.04 samples/sec Loss 5.9003 LearningRate 0.0868 Epoch: 1 Global Step: 22830 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:15,434-Speed 3331.88 samples/sec Loss 5.9804 LearningRate 0.0868 Epoch: 1 Global Step: 22840 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:18,502-Speed 3338.34 samples/sec Loss 5.8833 LearningRate 0.0868 Epoch: 1 Global Step: 22850 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:21,585-Speed 3322.54 samples/sec Loss 5.9002 LearningRate 0.0868 Epoch: 1 Global Step: 22860 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:24,714-Speed 3274.25 samples/sec Loss 5.7528 LearningRate 0.0868 Epoch: 1 Global Step: 22870 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:27,782-Speed 3337.87 samples/sec Loss 5.9458 LearningRate 0.0868 Epoch: 1 Global Step: 22880 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:30,852-Speed 3336.78 samples/sec Loss 5.9133 LearningRate 0.0868 Epoch: 1 Global Step: 22890 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:33,956-Speed 3299.05 samples/sec Loss 5.8218 LearningRate 0.0868 Epoch: 1 Global Step: 22900 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:37,020-Speed 3343.12 samples/sec Loss 5.9465 LearningRate 0.0867 Epoch: 1 Global Step: 22910 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:39:40,090-Speed 3336.25 samples/sec Loss 5.9348 LearningRate 0.0867 Epoch: 1 Global Step: 22920 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:43,163-Speed 3332.94 samples/sec Loss 5.8394 LearningRate 0.0867 Epoch: 1 Global Step: 22930 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:46,232-Speed 3336.75 samples/sec Loss 5.8700 LearningRate 0.0867 Epoch: 1 Global Step: 22940 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:49,356-Speed 3279.24 samples/sec Loss 5.8568 LearningRate 0.0867 Epoch: 1 Global Step: 22950 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:52,427-Speed 3335.11 samples/sec Loss 5.9419 LearningRate 0.0867 Epoch: 1 Global Step: 22960 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:55,532-Speed 3298.64 samples/sec Loss 5.7971 LearningRate 0.0867 Epoch: 1 Global Step: 22970 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:39:58,595-Speed 3344.10 samples/sec Loss 5.7664 LearningRate 0.0867 Epoch: 1 Global Step: 22980 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:01,658-Speed 3343.25 samples/sec Loss 5.7976 LearningRate 0.0867 Epoch: 1 Global Step: 22990 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:04,728-Speed 3337.10 samples/sec Loss 5.8583 LearningRate 0.0867 Epoch: 1 Global Step: 23000 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:07,797-Speed 3336.47 samples/sec Loss 5.8594 LearningRate 0.0867 Epoch: 1 Global Step: 23010 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:10,954-Speed 3244.97 samples/sec Loss 5.9786 LearningRate 0.0867 Epoch: 1 Global Step: 23020 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:40:14,007-Speed 3354.08 samples/sec Loss 5.9030 LearningRate 0.0867 Epoch: 1 Global Step: 23030 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:17,101-Speed 3311.22 samples/sec Loss 5.8439 LearningRate 0.0867 Epoch: 1 Global Step: 23040 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:20,175-Speed 3331.54 samples/sec Loss 6.0393 LearningRate 0.0867 Epoch: 1 Global Step: 23050 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:23,248-Speed 3334.27 samples/sec Loss 5.8745 LearningRate 0.0867 Epoch: 1 Global Step: 23060 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:26,329-Speed 3324.23 samples/sec Loss 5.8259 LearningRate 0.0867 Epoch: 1 Global Step: 23070 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:29,403-Speed 3330.80 samples/sec Loss 5.8780 LearningRate 0.0867 Epoch: 1 Global Step: 23080 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:32,491-Speed 3317.29 samples/sec Loss 5.8499 LearningRate 0.0866 Epoch: 1 Global Step: 23090 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:35,569-Speed 3327.30 samples/sec Loss 5.8465 LearningRate 0.0866 Epoch: 1 Global Step: 23100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:38,639-Speed 3336.14 samples/sec Loss 5.8508 LearningRate 0.0866 Epoch: 1 Global Step: 23110 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:41,709-Speed 3336.05 samples/sec Loss 5.9001 LearningRate 0.0866 Epoch: 1 Global Step: 23120 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:44,762-Speed 3355.27 samples/sec Loss 5.8666 LearningRate 0.0866 Epoch: 1 Global Step: 23130 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:47,836-Speed 3332.69 samples/sec Loss 5.7804 LearningRate 0.0866 Epoch: 1 Global Step: 23140 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:50,898-Speed 3344.19 samples/sec Loss 5.9125 LearningRate 0.0866 Epoch: 1 Global Step: 23150 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:53,987-Speed 3315.76 samples/sec Loss 5.9208 LearningRate 0.0866 Epoch: 1 Global Step: 23160 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:40:57,058-Speed 3335.70 samples/sec Loss 5.8190 LearningRate 0.0866 Epoch: 1 Global Step: 23170 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:00,128-Speed 3336.53 samples/sec Loss 5.7690 LearningRate 0.0866 Epoch: 1 Global Step: 23180 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:03,202-Speed 3331.98 samples/sec Loss 5.7800 LearningRate 0.0866 Epoch: 1 Global Step: 23190 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:06,265-Speed 3343.21 samples/sec Loss 5.9052 LearningRate 0.0866 Epoch: 1 Global Step: 23200 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:09,337-Speed 3333.80 samples/sec Loss 5.7703 LearningRate 0.0866 Epoch: 1 Global Step: 23210 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:12,415-Speed 3328.07 samples/sec Loss 5.8328 LearningRate 0.0866 Epoch: 1 Global Step: 23220 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:15,535-Speed 3283.54 samples/sec Loss 5.7410 LearningRate 0.0866 Epoch: 1 Global Step: 23230 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:18,683-Speed 3252.97 samples/sec Loss 5.8619 LearningRate 0.0866 Epoch: 1 Global Step: 23240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:21,749-Speed 3341.21 samples/sec Loss 5.8029 LearningRate 0.0866 Epoch: 1 Global Step: 23250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:24,887-Speed 3263.51 samples/sec Loss 5.7937 LearningRate 0.0865 Epoch: 1 Global Step: 23260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:27,957-Speed 3335.87 samples/sec Loss 5.8156 LearningRate 0.0865 Epoch: 1 Global Step: 23270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:31,027-Speed 3336.40 samples/sec Loss 5.8614 LearningRate 0.0865 Epoch: 1 Global Step: 23280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:34,117-Speed 3314.57 samples/sec Loss 5.8304 LearningRate 0.0865 Epoch: 1 Global Step: 23290 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:37,208-Speed 3314.74 samples/sec Loss 5.7418 LearningRate 0.0865 Epoch: 1 Global Step: 23300 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:41:40,299-Speed 3313.23 samples/sec Loss 5.8906 LearningRate 0.0865 Epoch: 1 Global Step: 23310 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:41:43,366-Speed 3339.15 samples/sec Loss 5.8881 LearningRate 0.0865 Epoch: 1 Global Step: 23320 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:41:46,440-Speed 3332.42 samples/sec Loss 5.8056 LearningRate 0.0865 Epoch: 1 Global Step: 23330 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:41:49,615-Speed 3225.27 samples/sec Loss 5.8342 LearningRate 0.0865 Epoch: 1 Global Step: 23340 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:41:52,685-Speed 3336.34 samples/sec Loss 5.8364 LearningRate 0.0865 Epoch: 1 Global Step: 23350 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:41:55,789-Speed 3299.62 samples/sec Loss 5.8570 LearningRate 0.0865 Epoch: 1 Global Step: 23360 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:41:58,951-Speed 3239.50 samples/sec Loss 5.9016 LearningRate 0.0865 Epoch: 1 Global Step: 23370 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:02,020-Speed 3337.56 samples/sec Loss 5.9068 LearningRate 0.0865 Epoch: 1 Global Step: 23380 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:05,098-Speed 3328.82 samples/sec Loss 5.8362 LearningRate 0.0865 Epoch: 1 Global Step: 23390 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:08,165-Speed 3338.88 samples/sec Loss 5.8153 LearningRate 0.0865 Epoch: 1 Global Step: 23400 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:11,238-Speed 3333.17 samples/sec Loss 5.8478 LearningRate 0.0865 Epoch: 1 Global Step: 23410 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:42:14,357-Speed 3283.48 samples/sec Loss 5.8231 LearningRate 0.0865 Epoch: 1 Global Step: 23420 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:42:17,495-Speed 3264.38 samples/sec Loss 5.7218 LearningRate 0.0865 Epoch: 1 Global Step: 23430 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:42:20,561-Speed 3340.10 samples/sec Loss 5.7456 LearningRate 0.0864 Epoch: 1 Global Step: 23440 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:42:23,648-Speed 3317.99 samples/sec Loss 5.8344 LearningRate 0.0864 Epoch: 1 Global Step: 23450 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:42:26,732-Speed 3321.11 samples/sec Loss 5.8997 LearningRate 0.0864 Epoch: 1 Global Step: 23460 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:29,803-Speed 3336.23 samples/sec Loss 5.8144 LearningRate 0.0864 Epoch: 1 Global Step: 23470 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:32,870-Speed 3339.00 samples/sec Loss 5.7866 LearningRate 0.0864 Epoch: 1 Global Step: 23480 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:35,939-Speed 3337.96 samples/sec Loss 5.8977 LearningRate 0.0864 Epoch: 1 Global Step: 23490 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:39,006-Speed 3339.43 samples/sec Loss 5.8673 LearningRate 0.0864 Epoch: 1 Global Step: 23500 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:42,079-Speed 3332.02 samples/sec Loss 5.9467 LearningRate 0.0864 Epoch: 1 Global Step: 23510 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:45,161-Speed 3323.31 samples/sec Loss 5.7537 LearningRate 0.0864 Epoch: 1 Global Step: 23520 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:48,226-Speed 3342.37 samples/sec Loss 5.8666 LearningRate 0.0864 Epoch: 1 Global Step: 23530 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:51,295-Speed 3336.97 samples/sec Loss 5.7614 LearningRate 0.0864 Epoch: 1 Global Step: 23540 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:54,379-Speed 3321.19 samples/sec Loss 5.8113 LearningRate 0.0864 Epoch: 1 Global Step: 23550 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:42:57,457-Speed 3328.20 samples/sec Loss 5.7784 LearningRate 0.0864 Epoch: 1 Global Step: 23560 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:00,531-Speed 3331.49 samples/sec Loss 5.8530 LearningRate 0.0864 Epoch: 1 Global Step: 23570 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:03,615-Speed 3321.48 samples/sec Loss 5.9026 LearningRate 0.0864 Epoch: 1 Global Step: 23580 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:06,686-Speed 3334.76 samples/sec Loss 5.7397 LearningRate 0.0864 Epoch: 1 Global Step: 23590 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:09,754-Speed 3338.00 samples/sec Loss 5.7951 LearningRate 0.0864 Epoch: 1 Global Step: 23600 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:12,823-Speed 3337.72 samples/sec Loss 5.9327 LearningRate 0.0864 Epoch: 1 Global Step: 23610 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:15,887-Speed 3342.64 samples/sec Loss 5.7487 LearningRate 0.0863 Epoch: 1 Global Step: 23620 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:18,967-Speed 3325.26 samples/sec Loss 5.8504 LearningRate 0.0863 Epoch: 1 Global Step: 23630 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:22,072-Speed 3298.58 samples/sec Loss 5.7033 LearningRate 0.0863 Epoch: 1 Global Step: 23640 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:25,140-Speed 3338.39 samples/sec Loss 5.7744 LearningRate 0.0863 Epoch: 1 Global Step: 23650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:28,246-Speed 3297.83 samples/sec Loss 5.7143 LearningRate 0.0863 Epoch: 1 Global Step: 23660 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 01:43:31,322-Speed 3330.36 samples/sec Loss 5.7190 LearningRate 0.0863 Epoch: 1 Global Step: 23670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:34,397-Speed 3331.05 samples/sec Loss 5.7231 LearningRate 0.0863 Epoch: 1 Global Step: 23680 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:37,469-Speed 3334.01 samples/sec Loss 5.7466 LearningRate 0.0863 Epoch: 1 Global Step: 23690 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:40,540-Speed 3334.50 samples/sec Loss 5.7382 LearningRate 0.0863 Epoch: 1 Global Step: 23700 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:43,638-Speed 3306.37 samples/sec Loss 5.8602 LearningRate 0.0863 Epoch: 1 Global Step: 23710 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:46,718-Speed 3325.26 samples/sec Loss 5.7449 LearningRate 0.0863 Epoch: 1 Global Step: 23720 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:49,794-Speed 3329.94 samples/sec Loss 5.8342 LearningRate 0.0863 Epoch: 1 Global Step: 23730 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:52,879-Speed 3320.23 samples/sec Loss 5.7650 LearningRate 0.0863 Epoch: 1 Global Step: 23740 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:55,961-Speed 3323.57 samples/sec Loss 5.7106 LearningRate 0.0863 Epoch: 1 Global Step: 23750 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:43:59,089-Speed 3273.70 samples/sec Loss 5.8455 LearningRate 0.0863 Epoch: 1 Global Step: 23760 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:44:02,252-Speed 3238.04 samples/sec Loss 5.7827 LearningRate 0.0863 Epoch: 1 Global Step: 23770 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:44:05,308-Speed 3352.00 samples/sec Loss 5.7459 LearningRate 0.0863 Epoch: 1 Global Step: 23780 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:08,379-Speed 3335.29 samples/sec Loss 5.7530 LearningRate 0.0863 Epoch: 1 Global Step: 23790 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:11,446-Speed 3339.60 samples/sec Loss 5.8393 LearningRate 0.0862 Epoch: 1 Global Step: 23800 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:14,524-Speed 3327.55 samples/sec Loss 5.7144 LearningRate 0.0862 Epoch: 1 Global Step: 23810 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:17,624-Speed 3303.46 samples/sec Loss 5.8120 LearningRate 0.0862 Epoch: 1 Global Step: 23820 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:20,697-Speed 3333.93 samples/sec Loss 5.9053 LearningRate 0.0862 Epoch: 1 Global Step: 23830 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:23,912-Speed 3185.53 samples/sec Loss 5.7873 LearningRate 0.0862 Epoch: 1 Global Step: 23840 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:27,123-Speed 3190.40 samples/sec Loss 5.7904 LearningRate 0.0862 Epoch: 1 Global Step: 23850 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:30,279-Speed 3245.03 samples/sec Loss 5.7271 LearningRate 0.0862 Epoch: 1 Global Step: 23860 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:33,371-Speed 3312.28 samples/sec Loss 5.7252 LearningRate 0.0862 Epoch: 1 Global Step: 23870 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:36,439-Speed 3338.83 samples/sec Loss 5.7853 LearningRate 0.0862 Epoch: 1 Global Step: 23880 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:44:39,529-Speed 3313.88 samples/sec Loss 5.8265 LearningRate 0.0862 Epoch: 1 Global Step: 23890 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:44:42,737-Speed 3193.37 samples/sec Loss 5.7813 LearningRate 0.0862 Epoch: 1 Global Step: 23900 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:44:45,804-Speed 3339.31 samples/sec Loss 5.6573 LearningRate 0.0862 Epoch: 1 Global Step: 23910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:44:48,889-Speed 3320.23 samples/sec Loss 5.8310 LearningRate 0.0862 Epoch: 1 Global Step: 23920 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:44:51,966-Speed 3328.68 samples/sec Loss 5.8069 LearningRate 0.0862 Epoch: 1 Global Step: 23930 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:55,033-Speed 3339.09 samples/sec Loss 5.8499 LearningRate 0.0862 Epoch: 1 Global Step: 23940 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:44:58,100-Speed 3340.29 samples/sec Loss 5.6574 LearningRate 0.0862 Epoch: 1 Global Step: 23950 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:45:01,164-Speed 3343.04 samples/sec Loss 5.7673 LearningRate 0.0862 Epoch: 1 Global Step: 23960 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:45:04,235-Speed 3334.66 samples/sec Loss 5.9305 LearningRate 0.0862 Epoch: 1 Global Step: 23970 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:45:07,309-Speed 3332.37 samples/sec Loss 5.7112 LearningRate 0.0861 Epoch: 1 Global Step: 23980 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:45:10,472-Speed 3237.89 samples/sec Loss 5.7452 LearningRate 0.0861 Epoch: 1 Global Step: 23990 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:45:13,624-Speed 3249.07 samples/sec Loss 5.7462 LearningRate 0.0861 Epoch: 1 Global Step: 24000 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:45:58,058-[lfw][24000]XNorm: 22.484680 Training: 2022-04-11 01:45:58,059-[lfw][24000]Accuracy-Flip: 0.99767+-0.00300 Training: 2022-04-11 01:45:58,059-[lfw][24000]Accuracy-Highest: 0.99767 Training: 2022-04-11 01:46:49,584-[cfp_fp][24000]XNorm: 20.806705 Training: 2022-04-11 01:46:49,585-[cfp_fp][24000]Accuracy-Flip: 0.97386+-0.00720 Training: 2022-04-11 01:46:49,585-[cfp_fp][24000]Accuracy-Highest: 0.97429 Training: 2022-04-11 01:47:33,818-[agedb_30][24000]XNorm: 22.607942 Training: 2022-04-11 01:47:33,819-[agedb_30][24000]Accuracy-Flip: 0.97417+-0.00873 Training: 2022-04-11 01:47:33,819-[agedb_30][24000]Accuracy-Highest: 0.97417 Training: 2022-04-11 01:47:36,913-Speed 71.46 samples/sec Loss 5.7591 LearningRate 0.0861 Epoch: 1 Global Step: 24010 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:47:40,008-Speed 3308.83 samples/sec Loss 5.7422 LearningRate 0.0861 Epoch: 1 Global Step: 24020 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:47:43,128-Speed 3283.55 samples/sec Loss 5.7870 LearningRate 0.0861 Epoch: 1 Global Step: 24030 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:47:46,180-Speed 3355.68 samples/sec Loss 5.7984 LearningRate 0.0861 Epoch: 1 Global Step: 24040 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:47:49,243-Speed 3344.29 samples/sec Loss 5.7531 LearningRate 0.0861 Epoch: 1 Global Step: 24050 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:47:52,446-Speed 3197.18 samples/sec Loss 5.6993 LearningRate 0.0861 Epoch: 1 Global Step: 24060 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:47:55,560-Speed 3289.60 samples/sec Loss 5.7279 LearningRate 0.0861 Epoch: 1 Global Step: 24070 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:47:58,720-Speed 3241.23 samples/sec Loss 5.7498 LearningRate 0.0861 Epoch: 1 Global Step: 24080 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:01,884-Speed 3236.19 samples/sec Loss 5.7738 LearningRate 0.0861 Epoch: 1 Global Step: 24090 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:04,938-Speed 3353.73 samples/sec Loss 5.7444 LearningRate 0.0861 Epoch: 1 Global Step: 24100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:07,983-Speed 3363.75 samples/sec Loss 5.7327 LearningRate 0.0861 Epoch: 1 Global Step: 24110 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:11,038-Speed 3352.76 samples/sec Loss 5.6780 LearningRate 0.0861 Epoch: 1 Global Step: 24120 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:14,097-Speed 3348.40 samples/sec Loss 5.8059 LearningRate 0.0861 Epoch: 1 Global Step: 24130 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:17,170-Speed 3333.68 samples/sec Loss 5.7860 LearningRate 0.0861 Epoch: 1 Global Step: 24140 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:20,233-Speed 3343.02 samples/sec Loss 5.7986 LearningRate 0.0861 Epoch: 1 Global Step: 24150 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:23,337-Speed 3300.27 samples/sec Loss 5.5560 LearningRate 0.0860 Epoch: 1 Global Step: 24160 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:26,404-Speed 3338.93 samples/sec Loss 5.7620 LearningRate 0.0860 Epoch: 1 Global Step: 24170 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:29,482-Speed 3328.06 samples/sec Loss 5.6749 LearningRate 0.0860 Epoch: 1 Global Step: 24180 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:32,636-Speed 3247.29 samples/sec Loss 5.7341 LearningRate 0.0860 Epoch: 1 Global Step: 24190 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:35,772-Speed 3266.45 samples/sec Loss 5.7397 LearningRate 0.0860 Epoch: 1 Global Step: 24200 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:48:38,910-Speed 3264.17 samples/sec Loss 5.7347 LearningRate 0.0860 Epoch: 1 Global Step: 24210 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:42,039-Speed 3272.89 samples/sec Loss 5.6742 LearningRate 0.0860 Epoch: 1 Global Step: 24220 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:45,207-Speed 3233.89 samples/sec Loss 5.6155 LearningRate 0.0860 Epoch: 1 Global Step: 24230 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:48,287-Speed 3324.82 samples/sec Loss 5.6672 LearningRate 0.0860 Epoch: 1 Global Step: 24240 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:51,361-Speed 3331.81 samples/sec Loss 5.7009 LearningRate 0.0860 Epoch: 1 Global Step: 24250 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:54,505-Speed 3257.42 samples/sec Loss 5.7832 LearningRate 0.0860 Epoch: 1 Global Step: 24260 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:48:57,650-Speed 3256.69 samples/sec Loss 5.7356 LearningRate 0.0860 Epoch: 1 Global Step: 24270 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:00,723-Speed 3333.12 samples/sec Loss 5.6288 LearningRate 0.0860 Epoch: 1 Global Step: 24280 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:03,787-Speed 3343.88 samples/sec Loss 5.6642 LearningRate 0.0860 Epoch: 1 Global Step: 24290 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:06,864-Speed 3327.99 samples/sec Loss 5.7791 LearningRate 0.0860 Epoch: 1 Global Step: 24300 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:09,923-Speed 3348.12 samples/sec Loss 5.7375 LearningRate 0.0860 Epoch: 1 Global Step: 24310 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:49:12,965-Speed 3367.81 samples/sec Loss 5.7646 LearningRate 0.0860 Epoch: 1 Global Step: 24320 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:16,033-Speed 3338.62 samples/sec Loss 5.6388 LearningRate 0.0860 Epoch: 1 Global Step: 24330 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:19,109-Speed 3329.08 samples/sec Loss 5.7149 LearningRate 0.0859 Epoch: 1 Global Step: 24340 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:22,217-Speed 3296.30 samples/sec Loss 5.8064 LearningRate 0.0859 Epoch: 1 Global Step: 24350 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:25,273-Speed 3350.80 samples/sec Loss 5.7798 LearningRate 0.0859 Epoch: 1 Global Step: 24360 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:28,359-Speed 3319.37 samples/sec Loss 5.6598 LearningRate 0.0859 Epoch: 1 Global Step: 24370 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:31,415-Speed 3352.01 samples/sec Loss 5.7997 LearningRate 0.0859 Epoch: 1 Global Step: 24380 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:34,485-Speed 3336.15 samples/sec Loss 5.7799 LearningRate 0.0859 Epoch: 1 Global Step: 24390 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:37,546-Speed 3346.25 samples/sec Loss 5.6594 LearningRate 0.0859 Epoch: 1 Global Step: 24400 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:40,607-Speed 3345.98 samples/sec Loss 5.7663 LearningRate 0.0859 Epoch: 1 Global Step: 24410 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:49:43,674-Speed 3339.91 samples/sec Loss 5.6895 LearningRate 0.0859 Epoch: 1 Global Step: 24420 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:46,758-Speed 3320.94 samples/sec Loss 5.6797 LearningRate 0.0859 Epoch: 1 Global Step: 24430 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:49,879-Speed 3281.30 samples/sec Loss 5.6137 LearningRate 0.0859 Epoch: 1 Global Step: 24440 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:53,026-Speed 3254.91 samples/sec Loss 5.7395 LearningRate 0.0859 Epoch: 1 Global Step: 24450 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:56,118-Speed 3312.03 samples/sec Loss 5.7133 LearningRate 0.0859 Epoch: 1 Global Step: 24460 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:49:59,197-Speed 3326.96 samples/sec Loss 5.5793 LearningRate 0.0859 Epoch: 1 Global Step: 24470 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:02,284-Speed 3318.48 samples/sec Loss 5.8554 LearningRate 0.0859 Epoch: 1 Global Step: 24480 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:05,349-Speed 3341.50 samples/sec Loss 5.6637 LearningRate 0.0859 Epoch: 1 Global Step: 24490 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:08,408-Speed 3347.90 samples/sec Loss 5.7062 LearningRate 0.0859 Epoch: 1 Global Step: 24500 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:11,493-Speed 3320.65 samples/sec Loss 5.6669 LearningRate 0.0859 Epoch: 1 Global Step: 24510 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:14,579-Speed 3318.07 samples/sec Loss 5.7622 LearningRate 0.0858 Epoch: 1 Global Step: 24520 Fp16 Grad Scale: 262144 Required: 33 hours Training: 2022-04-11 01:50:17,645-Speed 3341.55 samples/sec Loss 5.7223 LearningRate 0.0858 Epoch: 1 Global Step: 24530 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:20,721-Speed 3329.74 samples/sec Loss 5.6775 LearningRate 0.0858 Epoch: 1 Global Step: 24540 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:23,788-Speed 3339.09 samples/sec Loss 5.7906 LearningRate 0.0858 Epoch: 1 Global Step: 24550 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:26,855-Speed 3339.62 samples/sec Loss 5.8583 LearningRate 0.0858 Epoch: 1 Global Step: 24560 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:29,926-Speed 3335.93 samples/sec Loss 5.7374 LearningRate 0.0858 Epoch: 1 Global Step: 24570 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:32,990-Speed 3342.85 samples/sec Loss 5.6447 LearningRate 0.0858 Epoch: 1 Global Step: 24580 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:36,088-Speed 3305.07 samples/sec Loss 5.7048 LearningRate 0.0858 Epoch: 1 Global Step: 24590 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:39,157-Speed 3337.68 samples/sec Loss 5.6872 LearningRate 0.0858 Epoch: 1 Global Step: 24600 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:42,227-Speed 3336.93 samples/sec Loss 5.7120 LearningRate 0.0858 Epoch: 1 Global Step: 24610 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:45,300-Speed 3331.87 samples/sec Loss 5.7419 LearningRate 0.0858 Epoch: 1 Global Step: 24620 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:48,426-Speed 3277.66 samples/sec Loss 5.6186 LearningRate 0.0858 Epoch: 1 Global Step: 24630 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:51,558-Speed 3270.33 samples/sec Loss 5.6840 LearningRate 0.0858 Epoch: 1 Global Step: 24640 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:54,689-Speed 3270.70 samples/sec Loss 5.6698 LearningRate 0.0858 Epoch: 1 Global Step: 24650 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:50:57,864-Speed 3225.99 samples/sec Loss 5.7605 LearningRate 0.0858 Epoch: 1 Global Step: 24660 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:51:00,945-Speed 3324.12 samples/sec Loss 5.6284 LearningRate 0.0858 Epoch: 1 Global Step: 24670 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:51:04,020-Speed 3331.37 samples/sec Loss 5.6943 LearningRate 0.0858 Epoch: 1 Global Step: 24680 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:51:07,100-Speed 3324.89 samples/sec Loss 5.7642 LearningRate 0.0858 Epoch: 1 Global Step: 24690 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:51:10,163-Speed 3343.89 samples/sec Loss 5.7274 LearningRate 0.0857 Epoch: 1 Global Step: 24700 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:51:13,254-Speed 3313.77 samples/sec Loss 5.6655 LearningRate 0.0857 Epoch: 1 Global Step: 24710 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 01:51:16,321-Speed 3340.05 samples/sec Loss 5.6043 LearningRate 0.0857 Epoch: 1 Global Step: 24720 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:51:19,393-Speed 3334.29 samples/sec Loss 5.6774 LearningRate 0.0857 Epoch: 1 Global Step: 24730 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:51:22,489-Speed 3308.18 samples/sec Loss 5.7163 LearningRate 0.0857 Epoch: 1 Global Step: 24740 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 01:51:25,607-Speed 3285.09 samples/sec Loss 5.8098 LearningRate 0.0857 Epoch: 1 Global Step: 24750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:51:28,670-Speed 3343.71 samples/sec Loss 5.6700 LearningRate 0.0857 Epoch: 1 Global Step: 24760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:51:31,783-Speed 3291.07 samples/sec Loss 5.6754 LearningRate 0.0857 Epoch: 1 Global Step: 24770 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:51:34,863-Speed 3325.12 samples/sec Loss 5.6261 LearningRate 0.0857 Epoch: 1 Global Step: 24780 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:51:37,931-Speed 3338.32 samples/sec Loss 5.6298 LearningRate 0.0857 Epoch: 1 Global Step: 24790 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:51:40,999-Speed 3338.15 samples/sec Loss 5.7296 LearningRate 0.0857 Epoch: 1 Global Step: 24800 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:51:44,093-Speed 3311.19 samples/sec Loss 5.6411 LearningRate 0.0857 Epoch: 1 Global Step: 24810 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:51:47,152-Speed 3348.74 samples/sec Loss 5.6642 LearningRate 0.0857 Epoch: 1 Global Step: 24820 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:51:50,302-Speed 3250.69 samples/sec Loss 5.7375 LearningRate 0.0857 Epoch: 1 Global Step: 24830 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:51:53,406-Speed 3300.72 samples/sec Loss 5.6735 LearningRate 0.0857 Epoch: 1 Global Step: 24840 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:51:56,470-Speed 3341.88 samples/sec Loss 5.7016 LearningRate 0.0857 Epoch: 1 Global Step: 24850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:51:59,530-Speed 3347.26 samples/sec Loss 5.6092 LearningRate 0.0857 Epoch: 1 Global Step: 24860 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:02,580-Speed 3358.07 samples/sec Loss 5.6526 LearningRate 0.0857 Epoch: 1 Global Step: 24870 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:05,652-Speed 3334.77 samples/sec Loss 5.6665 LearningRate 0.0856 Epoch: 1 Global Step: 24880 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:08,795-Speed 3258.51 samples/sec Loss 5.6893 LearningRate 0.0856 Epoch: 1 Global Step: 24890 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:11,856-Speed 3347.06 samples/sec Loss 5.6299 LearningRate 0.0856 Epoch: 1 Global Step: 24900 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:14,944-Speed 3316.46 samples/sec Loss 5.8001 LearningRate 0.0856 Epoch: 1 Global Step: 24910 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:18,009-Speed 3341.70 samples/sec Loss 5.6565 LearningRate 0.0856 Epoch: 1 Global Step: 24920 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:21,086-Speed 3328.43 samples/sec Loss 5.6156 LearningRate 0.0856 Epoch: 1 Global Step: 24930 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:24,201-Speed 3287.89 samples/sec Loss 5.6839 LearningRate 0.0856 Epoch: 1 Global Step: 24940 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:27,319-Speed 3284.74 samples/sec Loss 5.6276 LearningRate 0.0856 Epoch: 1 Global Step: 24950 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:30,545-Speed 3174.88 samples/sec Loss 5.6984 LearningRate 0.0856 Epoch: 1 Global Step: 24960 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:52:33,631-Speed 3319.55 samples/sec Loss 5.7286 LearningRate 0.0856 Epoch: 1 Global Step: 24970 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:36,732-Speed 3302.64 samples/sec Loss 5.7091 LearningRate 0.0856 Epoch: 1 Global Step: 24980 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:39,790-Speed 3350.53 samples/sec Loss 5.7580 LearningRate 0.0856 Epoch: 1 Global Step: 24990 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:42,869-Speed 3326.16 samples/sec Loss 5.6680 LearningRate 0.0856 Epoch: 1 Global Step: 25000 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:45,943-Speed 3331.73 samples/sec Loss 5.6711 LearningRate 0.0856 Epoch: 1 Global Step: 25010 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:49,004-Speed 3346.34 samples/sec Loss 5.7260 LearningRate 0.0856 Epoch: 1 Global Step: 25020 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:52,063-Speed 3347.75 samples/sec Loss 5.5500 LearningRate 0.0856 Epoch: 1 Global Step: 25030 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:55,134-Speed 3335.36 samples/sec Loss 5.6837 LearningRate 0.0856 Epoch: 1 Global Step: 25040 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:52:58,229-Speed 3309.70 samples/sec Loss 5.6594 LearningRate 0.0856 Epoch: 1 Global Step: 25050 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:01,391-Speed 3238.32 samples/sec Loss 5.7060 LearningRate 0.0855 Epoch: 1 Global Step: 25060 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:04,484-Speed 3312.52 samples/sec Loss 5.5910 LearningRate 0.0855 Epoch: 1 Global Step: 25070 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 01:53:07,557-Speed 3332.84 samples/sec Loss 5.6670 LearningRate 0.0855 Epoch: 1 Global Step: 25080 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 01:53:10,665-Speed 3295.42 samples/sec Loss 5.5432 LearningRate 0.0855 Epoch: 1 Global Step: 25090 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:13,799-Speed 3267.58 samples/sec Loss 5.6709 LearningRate 0.0855 Epoch: 1 Global Step: 25100 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:17,018-Speed 3182.52 samples/sec Loss 5.6563 LearningRate 0.0855 Epoch: 1 Global Step: 25110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:20,122-Speed 3299.26 samples/sec Loss 5.5801 LearningRate 0.0855 Epoch: 1 Global Step: 25120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:23,290-Speed 3232.82 samples/sec Loss 5.6073 LearningRate 0.0855 Epoch: 1 Global Step: 25130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:26,355-Speed 3341.86 samples/sec Loss 5.5634 LearningRate 0.0855 Epoch: 1 Global Step: 25140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:29,423-Speed 3339.40 samples/sec Loss 5.5626 LearningRate 0.0855 Epoch: 1 Global Step: 25150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:32,506-Speed 3322.26 samples/sec Loss 5.6445 LearningRate 0.0855 Epoch: 1 Global Step: 25160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:35,623-Speed 3284.97 samples/sec Loss 5.6972 LearningRate 0.0855 Epoch: 1 Global Step: 25170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:38,764-Speed 3260.85 samples/sec Loss 5.5792 LearningRate 0.0855 Epoch: 1 Global Step: 25180 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:41,886-Speed 3281.92 samples/sec Loss 5.5504 LearningRate 0.0855 Epoch: 1 Global Step: 25190 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:53:44,945-Speed 3348.49 samples/sec Loss 5.5315 LearningRate 0.0855 Epoch: 1 Global Step: 25200 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:53:48,022-Speed 3328.14 samples/sec Loss 5.6105 LearningRate 0.0855 Epoch: 1 Global Step: 25210 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:53:51,095-Speed 3333.60 samples/sec Loss 5.6326 LearningRate 0.0855 Epoch: 1 Global Step: 25220 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:53:54,250-Speed 3246.71 samples/sec Loss 5.6816 LearningRate 0.0855 Epoch: 1 Global Step: 25230 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:53:57,367-Speed 3286.48 samples/sec Loss 5.5802 LearningRate 0.0854 Epoch: 1 Global Step: 25240 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:54:00,456-Speed 3315.29 samples/sec Loss 5.6295 LearningRate 0.0854 Epoch: 1 Global Step: 25250 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:54:03,537-Speed 3324.86 samples/sec Loss 5.6060 LearningRate 0.0854 Epoch: 1 Global Step: 25260 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:54:06,734-Speed 3203.83 samples/sec Loss 5.6554 LearningRate 0.0854 Epoch: 1 Global Step: 25270 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:54:09,802-Speed 3338.60 samples/sec Loss 5.5575 LearningRate 0.0854 Epoch: 1 Global Step: 25280 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:54:12,890-Speed 3315.98 samples/sec Loss 5.6165 LearningRate 0.0854 Epoch: 1 Global Step: 25290 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:54:16,005-Speed 3288.16 samples/sec Loss 5.6835 LearningRate 0.0854 Epoch: 1 Global Step: 25300 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:19,085-Speed 3325.32 samples/sec Loss 5.4596 LearningRate 0.0854 Epoch: 1 Global Step: 25310 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:22,222-Speed 3266.02 samples/sec Loss 5.7006 LearningRate 0.0854 Epoch: 1 Global Step: 25320 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:25,286-Speed 3342.95 samples/sec Loss 5.6487 LearningRate 0.0854 Epoch: 1 Global Step: 25330 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:28,353-Speed 3339.55 samples/sec Loss 5.5495 LearningRate 0.0854 Epoch: 1 Global Step: 25340 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:31,412-Speed 3347.79 samples/sec Loss 5.7253 LearningRate 0.0854 Epoch: 1 Global Step: 25350 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:34,474-Speed 3345.16 samples/sec Loss 5.6993 LearningRate 0.0854 Epoch: 1 Global Step: 25360 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:37,540-Speed 3340.54 samples/sec Loss 5.6136 LearningRate 0.0854 Epoch: 1 Global Step: 25370 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:40,629-Speed 3315.87 samples/sec Loss 5.6624 LearningRate 0.0854 Epoch: 1 Global Step: 25380 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:43,710-Speed 3323.73 samples/sec Loss 5.5739 LearningRate 0.0854 Epoch: 1 Global Step: 25390 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:46,767-Speed 3350.51 samples/sec Loss 5.5948 LearningRate 0.0854 Epoch: 1 Global Step: 25400 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:49,888-Speed 3282.06 samples/sec Loss 5.5713 LearningRate 0.0854 Epoch: 1 Global Step: 25410 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:53,011-Speed 3279.84 samples/sec Loss 5.6270 LearningRate 0.0854 Epoch: 1 Global Step: 25420 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:56,125-Speed 3289.61 samples/sec Loss 5.6135 LearningRate 0.0853 Epoch: 1 Global Step: 25430 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:54:59,175-Speed 3357.78 samples/sec Loss 5.6379 LearningRate 0.0853 Epoch: 1 Global Step: 25440 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:02,246-Speed 3334.74 samples/sec Loss 5.6666 LearningRate 0.0853 Epoch: 1 Global Step: 25450 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:05,319-Speed 3333.52 samples/sec Loss 5.6237 LearningRate 0.0853 Epoch: 1 Global Step: 25460 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:08,425-Speed 3297.62 samples/sec Loss 5.6589 LearningRate 0.0853 Epoch: 1 Global Step: 25470 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:11,512-Speed 3318.02 samples/sec Loss 5.6940 LearningRate 0.0853 Epoch: 1 Global Step: 25480 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:14,577-Speed 3341.78 samples/sec Loss 5.6576 LearningRate 0.0853 Epoch: 1 Global Step: 25490 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:17,638-Speed 3346.20 samples/sec Loss 5.6031 LearningRate 0.0853 Epoch: 1 Global Step: 25500 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:20,723-Speed 3319.48 samples/sec Loss 5.5838 LearningRate 0.0853 Epoch: 1 Global Step: 25510 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:23,794-Speed 3335.63 samples/sec Loss 5.4997 LearningRate 0.0853 Epoch: 1 Global Step: 25520 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:26,860-Speed 3340.17 samples/sec Loss 5.5368 LearningRate 0.0853 Epoch: 1 Global Step: 25530 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:29,924-Speed 3343.33 samples/sec Loss 5.7314 LearningRate 0.0853 Epoch: 1 Global Step: 25540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:55:32,993-Speed 3336.75 samples/sec Loss 5.6271 LearningRate 0.0853 Epoch: 1 Global Step: 25550 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:55:36,070-Speed 3328.60 samples/sec Loss 5.6474 LearningRate 0.0853 Epoch: 1 Global Step: 25560 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:55:39,142-Speed 3334.38 samples/sec Loss 5.5756 LearningRate 0.0853 Epoch: 1 Global Step: 25570 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:55:42,250-Speed 3296.07 samples/sec Loss 5.5293 LearningRate 0.0853 Epoch: 1 Global Step: 25580 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:55:45,315-Speed 3341.63 samples/sec Loss 5.5625 LearningRate 0.0853 Epoch: 1 Global Step: 25590 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:55:48,365-Speed 3357.53 samples/sec Loss 5.6613 LearningRate 0.0853 Epoch: 1 Global Step: 25600 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:51,437-Speed 3334.92 samples/sec Loss 5.4974 LearningRate 0.0852 Epoch: 1 Global Step: 25610 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:54,520-Speed 3321.45 samples/sec Loss 5.6089 LearningRate 0.0852 Epoch: 1 Global Step: 25620 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:55:57,622-Speed 3301.98 samples/sec Loss 5.6291 LearningRate 0.0852 Epoch: 1 Global Step: 25630 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:00,744-Speed 3281.26 samples/sec Loss 5.6706 LearningRate 0.0852 Epoch: 1 Global Step: 25640 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:03,836-Speed 3312.49 samples/sec Loss 5.6087 LearningRate 0.0852 Epoch: 1 Global Step: 25650 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:06,990-Speed 3247.24 samples/sec Loss 5.5680 LearningRate 0.0852 Epoch: 1 Global Step: 25660 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:10,083-Speed 3311.26 samples/sec Loss 5.5468 LearningRate 0.0852 Epoch: 1 Global Step: 25670 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:13,146-Speed 3344.27 samples/sec Loss 5.5789 LearningRate 0.0852 Epoch: 1 Global Step: 25680 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:16,215-Speed 3336.77 samples/sec Loss 5.5246 LearningRate 0.0852 Epoch: 1 Global Step: 25690 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:19,344-Speed 3273.31 samples/sec Loss 5.7031 LearningRate 0.0852 Epoch: 1 Global Step: 25700 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:56:22,558-Speed 3187.14 samples/sec Loss 5.4849 LearningRate 0.0852 Epoch: 1 Global Step: 25710 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:56:25,654-Speed 3308.43 samples/sec Loss 5.6318 LearningRate 0.0852 Epoch: 1 Global Step: 25720 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:56:28,759-Speed 3298.94 samples/sec Loss 5.6442 LearningRate 0.0852 Epoch: 1 Global Step: 25730 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:56:31,843-Speed 3321.05 samples/sec Loss 5.6276 LearningRate 0.0852 Epoch: 1 Global Step: 25740 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:56:34,939-Speed 3308.33 samples/sec Loss 5.5015 LearningRate 0.0852 Epoch: 1 Global Step: 25750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:38,029-Speed 3315.13 samples/sec Loss 5.5951 LearningRate 0.0852 Epoch: 1 Global Step: 25760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:41,099-Speed 3336.21 samples/sec Loss 5.4904 LearningRate 0.0852 Epoch: 1 Global Step: 25770 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:44,180-Speed 3323.46 samples/sec Loss 5.5822 LearningRate 0.0852 Epoch: 1 Global Step: 25780 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:47,316-Speed 3266.46 samples/sec Loss 5.5527 LearningRate 0.0851 Epoch: 1 Global Step: 25790 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:50,390-Speed 3331.63 samples/sec Loss 5.6361 LearningRate 0.0851 Epoch: 1 Global Step: 25800 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:53,521-Speed 3271.23 samples/sec Loss 5.6382 LearningRate 0.0851 Epoch: 1 Global Step: 25810 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:56,598-Speed 3328.61 samples/sec Loss 5.5142 LearningRate 0.0851 Epoch: 1 Global Step: 25820 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:56:59,666-Speed 3338.85 samples/sec Loss 5.5068 LearningRate 0.0851 Epoch: 1 Global Step: 25830 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:02,742-Speed 3330.11 samples/sec Loss 5.5863 LearningRate 0.0851 Epoch: 1 Global Step: 25840 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:05,810-Speed 3338.03 samples/sec Loss 5.5763 LearningRate 0.0851 Epoch: 1 Global Step: 25850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:08,877-Speed 3340.15 samples/sec Loss 5.6134 LearningRate 0.0851 Epoch: 1 Global Step: 25860 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:11,950-Speed 3332.56 samples/sec Loss 5.5372 LearningRate 0.0851 Epoch: 1 Global Step: 25870 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:15,036-Speed 3318.89 samples/sec Loss 5.4832 LearningRate 0.0851 Epoch: 1 Global Step: 25880 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:18,137-Speed 3303.39 samples/sec Loss 5.5721 LearningRate 0.0851 Epoch: 1 Global Step: 25890 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:21,215-Speed 3327.15 samples/sec Loss 5.5550 LearningRate 0.0851 Epoch: 1 Global Step: 25900 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:24,334-Speed 3284.13 samples/sec Loss 5.5830 LearningRate 0.0851 Epoch: 1 Global Step: 25910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:27,506-Speed 3228.40 samples/sec Loss 5.5415 LearningRate 0.0851 Epoch: 1 Global Step: 25920 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 01:57:30,603-Speed 3306.94 samples/sec Loss 5.6339 LearningRate 0.0851 Epoch: 1 Global Step: 25930 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:33,678-Speed 3332.30 samples/sec Loss 5.5412 LearningRate 0.0851 Epoch: 1 Global Step: 25940 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:36,766-Speed 3315.89 samples/sec Loss 5.5588 LearningRate 0.0851 Epoch: 1 Global Step: 25950 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:39,918-Speed 3250.23 samples/sec Loss 5.5414 LearningRate 0.0851 Epoch: 1 Global Step: 25960 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:42,993-Speed 3330.01 samples/sec Loss 5.4922 LearningRate 0.0850 Epoch: 1 Global Step: 25970 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:46,223-Speed 3171.39 samples/sec Loss 5.6275 LearningRate 0.0850 Epoch: 1 Global Step: 25980 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:49,292-Speed 3336.81 samples/sec Loss 5.5164 LearningRate 0.0850 Epoch: 1 Global Step: 25990 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:57:52,374-Speed 3323.19 samples/sec Loss 5.6343 LearningRate 0.0850 Epoch: 1 Global Step: 26000 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 01:58:35,989-[lfw][26000]XNorm: 22.415484 Training: 2022-04-11 01:58:35,990-[lfw][26000]Accuracy-Flip: 0.99700+-0.00267 Training: 2022-04-11 01:58:35,990-[lfw][26000]Accuracy-Highest: 0.99767 Training: 2022-04-11 01:59:26,756-[cfp_fp][26000]XNorm: 20.440697 Training: 2022-04-11 01:59:26,757-[cfp_fp][26000]Accuracy-Flip: 0.97529+-0.00495 Training: 2022-04-11 01:59:26,757-[cfp_fp][26000]Accuracy-Highest: 0.97529 Training: 2022-04-11 02:00:10,505-[agedb_30][26000]XNorm: 22.288008 Training: 2022-04-11 02:00:10,505-[agedb_30][26000]Accuracy-Flip: 0.97367+-0.00510 Training: 2022-04-11 02:00:10,506-[agedb_30][26000]Accuracy-Highest: 0.97417 Training: 2022-04-11 02:00:13,565-Speed 72.53 samples/sec Loss 5.5654 LearningRate 0.0850 Epoch: 1 Global Step: 26010 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 02:00:16,627-Speed 3344.13 samples/sec Loss 5.4132 LearningRate 0.0850 Epoch: 1 Global Step: 26020 Fp16 Grad Scale: 65536 Required: 33 hours Training: 2022-04-11 02:00:19,698-Speed 3335.47 samples/sec Loss 5.5396 LearningRate 0.0850 Epoch: 1 Global Step: 26030 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:22,758-Speed 3346.98 samples/sec Loss 5.6047 LearningRate 0.0850 Epoch: 1 Global Step: 26040 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:25,819-Speed 3346.60 samples/sec Loss 5.5419 LearningRate 0.0850 Epoch: 1 Global Step: 26050 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:28,883-Speed 3342.90 samples/sec Loss 5.5284 LearningRate 0.0850 Epoch: 1 Global Step: 26060 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:32,026-Speed 3258.60 samples/sec Loss 5.5989 LearningRate 0.0850 Epoch: 1 Global Step: 26070 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:35,094-Speed 3338.74 samples/sec Loss 5.5179 LearningRate 0.0850 Epoch: 1 Global Step: 26080 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:38,159-Speed 3341.14 samples/sec Loss 5.6133 LearningRate 0.0850 Epoch: 1 Global Step: 26090 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:41,303-Speed 3257.96 samples/sec Loss 5.4464 LearningRate 0.0850 Epoch: 1 Global Step: 26100 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:44,410-Speed 3296.02 samples/sec Loss 5.5172 LearningRate 0.0850 Epoch: 1 Global Step: 26110 Fp16 Grad Scale: 131072 Required: 33 hours Training: 2022-04-11 02:00:47,471-Speed 3346.81 samples/sec Loss 5.5592 LearningRate 0.0850 Epoch: 1 Global Step: 26120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:00:50,607-Speed 3265.73 samples/sec Loss 5.5506 LearningRate 0.0850 Epoch: 1 Global Step: 26130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:00:53,800-Speed 3208.11 samples/sec Loss 5.5599 LearningRate 0.0850 Epoch: 1 Global Step: 26140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:00:56,880-Speed 3326.28 samples/sec Loss 5.6321 LearningRate 0.0849 Epoch: 1 Global Step: 26150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:00:59,952-Speed 3333.28 samples/sec Loss 5.6416 LearningRate 0.0849 Epoch: 1 Global Step: 26160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:03,030-Speed 3327.64 samples/sec Loss 5.5394 LearningRate 0.0849 Epoch: 1 Global Step: 26170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:06,095-Speed 3342.71 samples/sec Loss 5.6421 LearningRate 0.0849 Epoch: 1 Global Step: 26180 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:09,157-Speed 3344.84 samples/sec Loss 5.5466 LearningRate 0.0849 Epoch: 1 Global Step: 26190 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:12,232-Speed 3330.77 samples/sec Loss 5.5418 LearningRate 0.0849 Epoch: 1 Global Step: 26200 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:15,299-Speed 3339.35 samples/sec Loss 5.5218 LearningRate 0.0849 Epoch: 1 Global Step: 26210 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:18,437-Speed 3263.90 samples/sec Loss 5.5575 LearningRate 0.0849 Epoch: 1 Global Step: 26220 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:21,550-Speed 3290.47 samples/sec Loss 5.5519 LearningRate 0.0849 Epoch: 1 Global Step: 26230 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:01:24,603-Speed 3356.42 samples/sec Loss 5.5337 LearningRate 0.0849 Epoch: 1 Global Step: 26240 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:27,701-Speed 3305.25 samples/sec Loss 5.4962 LearningRate 0.0849 Epoch: 1 Global Step: 26250 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:30,792-Speed 3313.82 samples/sec Loss 5.5067 LearningRate 0.0849 Epoch: 1 Global Step: 26260 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:01:33,858-Speed 3340.29 samples/sec Loss 5.5368 LearningRate 0.0849 Epoch: 1 Global Step: 26270 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:36,922-Speed 3342.74 samples/sec Loss 5.5034 LearningRate 0.0849 Epoch: 1 Global Step: 26280 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:39,989-Speed 3340.18 samples/sec Loss 5.6388 LearningRate 0.0849 Epoch: 1 Global Step: 26290 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:43,136-Speed 3254.60 samples/sec Loss 5.5196 LearningRate 0.0849 Epoch: 1 Global Step: 26300 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:46,199-Speed 3343.61 samples/sec Loss 5.5724 LearningRate 0.0849 Epoch: 1 Global Step: 26310 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:49,271-Speed 3334.13 samples/sec Loss 5.5281 LearningRate 0.0849 Epoch: 1 Global Step: 26320 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:52,435-Speed 3237.85 samples/sec Loss 5.6128 LearningRate 0.0848 Epoch: 1 Global Step: 26330 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:55,506-Speed 3335.16 samples/sec Loss 5.3894 LearningRate 0.0848 Epoch: 1 Global Step: 26340 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:01:58,593-Speed 3317.28 samples/sec Loss 5.4136 LearningRate 0.0848 Epoch: 1 Global Step: 26350 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:02:01,748-Speed 3246.68 samples/sec Loss 5.4944 LearningRate 0.0848 Epoch: 1 Global Step: 26360 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:02:04,806-Speed 3349.37 samples/sec Loss 5.5737 LearningRate 0.0848 Epoch: 1 Global Step: 26370 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:07,866-Speed 3347.23 samples/sec Loss 5.4278 LearningRate 0.0848 Epoch: 1 Global Step: 26380 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:10,935-Speed 3337.70 samples/sec Loss 5.5080 LearningRate 0.0848 Epoch: 1 Global Step: 26390 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:14,011-Speed 3329.29 samples/sec Loss 5.4722 LearningRate 0.0848 Epoch: 1 Global Step: 26400 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:17,178-Speed 3234.34 samples/sec Loss 5.4939 LearningRate 0.0848 Epoch: 1 Global Step: 26410 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:20,249-Speed 3336.00 samples/sec Loss 5.5467 LearningRate 0.0848 Epoch: 1 Global Step: 26420 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:23,312-Speed 3343.82 samples/sec Loss 5.3972 LearningRate 0.0848 Epoch: 1 Global Step: 26430 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:26,382-Speed 3336.18 samples/sec Loss 5.5641 LearningRate 0.0848 Epoch: 1 Global Step: 26440 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:29,451-Speed 3336.61 samples/sec Loss 5.4245 LearningRate 0.0848 Epoch: 1 Global Step: 26450 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:32,508-Speed 3350.39 samples/sec Loss 5.5877 LearningRate 0.0848 Epoch: 1 Global Step: 26460 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:35,599-Speed 3314.02 samples/sec Loss 5.5809 LearningRate 0.0848 Epoch: 1 Global Step: 26470 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:02:38,677-Speed 3327.93 samples/sec Loss 5.4301 LearningRate 0.0848 Epoch: 1 Global Step: 26480 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:02:41,747-Speed 3335.89 samples/sec Loss 5.5343 LearningRate 0.0848 Epoch: 1 Global Step: 26490 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:44,841-Speed 3310.23 samples/sec Loss 5.4806 LearningRate 0.0848 Epoch: 1 Global Step: 26500 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:47,979-Speed 3264.92 samples/sec Loss 5.5722 LearningRate 0.0847 Epoch: 1 Global Step: 26510 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:51,036-Speed 3350.29 samples/sec Loss 5.5162 LearningRate 0.0847 Epoch: 1 Global Step: 26520 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:54,111-Speed 3331.09 samples/sec Loss 5.4492 LearningRate 0.0847 Epoch: 1 Global Step: 26530 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:02:57,172-Speed 3345.20 samples/sec Loss 5.4225 LearningRate 0.0847 Epoch: 1 Global Step: 26540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:03:00,226-Speed 3354.11 samples/sec Loss 5.4500 LearningRate 0.0847 Epoch: 1 Global Step: 26550 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:03,330-Speed 3300.08 samples/sec Loss 5.5401 LearningRate 0.0847 Epoch: 1 Global Step: 26560 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:06,517-Speed 3212.98 samples/sec Loss 5.5207 LearningRate 0.0847 Epoch: 1 Global Step: 26570 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:09,601-Speed 3321.89 samples/sec Loss 5.5492 LearningRate 0.0847 Epoch: 1 Global Step: 26580 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:12,732-Speed 3270.99 samples/sec Loss 5.5043 LearningRate 0.0847 Epoch: 1 Global Step: 26590 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:15,915-Speed 3218.44 samples/sec Loss 5.5420 LearningRate 0.0847 Epoch: 1 Global Step: 26600 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:18,978-Speed 3343.99 samples/sec Loss 5.5227 LearningRate 0.0847 Epoch: 1 Global Step: 26610 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:22,038-Speed 3346.86 samples/sec Loss 5.5463 LearningRate 0.0847 Epoch: 1 Global Step: 26620 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:25,147-Speed 3294.73 samples/sec Loss 5.4272 LearningRate 0.0847 Epoch: 1 Global Step: 26630 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:28,231-Speed 3320.32 samples/sec Loss 5.4086 LearningRate 0.0847 Epoch: 1 Global Step: 26640 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:31,293-Speed 3345.34 samples/sec Loss 5.4252 LearningRate 0.0847 Epoch: 1 Global Step: 26650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:03:34,377-Speed 3320.87 samples/sec Loss 5.5045 LearningRate 0.0847 Epoch: 1 Global Step: 26660 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:03:37,450-Speed 3333.86 samples/sec Loss 5.5566 LearningRate 0.0847 Epoch: 1 Global Step: 26670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:03:40,495-Speed 3363.81 samples/sec Loss 5.5303 LearningRate 0.0847 Epoch: 1 Global Step: 26680 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:43,555-Speed 3347.29 samples/sec Loss 5.5055 LearningRate 0.0846 Epoch: 1 Global Step: 26690 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:46,627-Speed 3333.95 samples/sec Loss 5.4803 LearningRate 0.0846 Epoch: 1 Global Step: 26700 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:49,715-Speed 3317.07 samples/sec Loss 5.4694 LearningRate 0.0846 Epoch: 1 Global Step: 26710 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:52,778-Speed 3343.60 samples/sec Loss 5.4580 LearningRate 0.0846 Epoch: 1 Global Step: 26720 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:55,849-Speed 3335.69 samples/sec Loss 5.4347 LearningRate 0.0846 Epoch: 1 Global Step: 26730 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:03:58,915-Speed 3339.76 samples/sec Loss 5.4942 LearningRate 0.0846 Epoch: 1 Global Step: 26740 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:01,995-Speed 3326.25 samples/sec Loss 5.4924 LearningRate 0.0846 Epoch: 1 Global Step: 26750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:05,055-Speed 3346.31 samples/sec Loss 5.4863 LearningRate 0.0846 Epoch: 1 Global Step: 26760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:08,117-Speed 3345.85 samples/sec Loss 5.4943 LearningRate 0.0846 Epoch: 1 Global Step: 26770 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:11,192-Speed 3330.15 samples/sec Loss 5.4743 LearningRate 0.0846 Epoch: 1 Global Step: 26780 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:04:14,263-Speed 3336.08 samples/sec Loss 5.5291 LearningRate 0.0846 Epoch: 1 Global Step: 26790 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:04:17,321-Speed 3349.08 samples/sec Loss 5.5759 LearningRate 0.0846 Epoch: 1 Global Step: 26800 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:04:20,382-Speed 3345.82 samples/sec Loss 5.5791 LearningRate 0.0846 Epoch: 1 Global Step: 26810 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:04:23,464-Speed 3323.82 samples/sec Loss 5.5259 LearningRate 0.0846 Epoch: 1 Global Step: 26820 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:04:26,546-Speed 3322.99 samples/sec Loss 5.5056 LearningRate 0.0846 Epoch: 1 Global Step: 26830 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:04:29,600-Speed 3354.91 samples/sec Loss 5.4056 LearningRate 0.0846 Epoch: 1 Global Step: 26840 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:32,662-Speed 3345.19 samples/sec Loss 5.4583 LearningRate 0.0846 Epoch: 1 Global Step: 26850 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:35,726-Speed 3342.84 samples/sec Loss 5.5408 LearningRate 0.0846 Epoch: 1 Global Step: 26860 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:38,819-Speed 3310.92 samples/sec Loss 5.5125 LearningRate 0.0845 Epoch: 1 Global Step: 26870 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:41,884-Speed 3342.13 samples/sec Loss 5.5348 LearningRate 0.0845 Epoch: 1 Global Step: 26880 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:44,998-Speed 3289.35 samples/sec Loss 5.4447 LearningRate 0.0845 Epoch: 1 Global Step: 26890 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:48,065-Speed 3338.94 samples/sec Loss 5.5298 LearningRate 0.0845 Epoch: 1 Global Step: 26900 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:51,132-Speed 3339.83 samples/sec Loss 5.3733 LearningRate 0.0845 Epoch: 1 Global Step: 26910 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:54,195-Speed 3343.68 samples/sec Loss 5.3618 LearningRate 0.0845 Epoch: 1 Global Step: 26920 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:04:57,259-Speed 3343.58 samples/sec Loss 5.4191 LearningRate 0.0845 Epoch: 1 Global Step: 26930 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:05:00,332-Speed 3333.43 samples/sec Loss 5.5042 LearningRate 0.0845 Epoch: 1 Global Step: 26940 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:03,404-Speed 3334.17 samples/sec Loss 5.3901 LearningRate 0.0845 Epoch: 1 Global Step: 26950 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:06,485-Speed 3323.60 samples/sec Loss 5.4510 LearningRate 0.0845 Epoch: 1 Global Step: 26960 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:09,567-Speed 3323.43 samples/sec Loss 5.4695 LearningRate 0.0845 Epoch: 1 Global Step: 26970 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:12,683-Speed 3287.23 samples/sec Loss 5.5495 LearningRate 0.0845 Epoch: 1 Global Step: 26980 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:15,819-Speed 3266.10 samples/sec Loss 5.4855 LearningRate 0.0845 Epoch: 1 Global Step: 26990 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:18,944-Speed 3276.64 samples/sec Loss 5.5311 LearningRate 0.0845 Epoch: 1 Global Step: 27000 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:22,022-Speed 3328.27 samples/sec Loss 5.4199 LearningRate 0.0845 Epoch: 1 Global Step: 27010 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:25,092-Speed 3335.86 samples/sec Loss 5.4072 LearningRate 0.0845 Epoch: 1 Global Step: 27020 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:28,158-Speed 3341.05 samples/sec Loss 5.4750 LearningRate 0.0845 Epoch: 1 Global Step: 27030 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:31,279-Speed 3281.91 samples/sec Loss 5.3958 LearningRate 0.0845 Epoch: 1 Global Step: 27040 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:34,495-Speed 3184.69 samples/sec Loss 5.4381 LearningRate 0.0845 Epoch: 1 Global Step: 27050 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:37,669-Speed 3226.63 samples/sec Loss 5.5605 LearningRate 0.0844 Epoch: 1 Global Step: 27060 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:40,888-Speed 3182.32 samples/sec Loss 5.4922 LearningRate 0.0844 Epoch: 1 Global Step: 27070 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:44,124-Speed 3165.00 samples/sec Loss 5.3387 LearningRate 0.0844 Epoch: 1 Global Step: 27080 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:47,258-Speed 3268.09 samples/sec Loss 5.4544 LearningRate 0.0844 Epoch: 1 Global Step: 27090 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:50,380-Speed 3281.31 samples/sec Loss 5.5048 LearningRate 0.0844 Epoch: 1 Global Step: 27100 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:53,541-Speed 3240.14 samples/sec Loss 5.4662 LearningRate 0.0844 Epoch: 1 Global Step: 27110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:56,694-Speed 3248.17 samples/sec Loss 5.4797 LearningRate 0.0844 Epoch: 1 Global Step: 27120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:05:59,799-Speed 3298.21 samples/sec Loss 5.4827 LearningRate 0.0844 Epoch: 1 Global Step: 27130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:02,905-Speed 3297.64 samples/sec Loss 5.4879 LearningRate 0.0844 Epoch: 1 Global Step: 27140 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:06:05,976-Speed 3335.50 samples/sec Loss 5.3271 LearningRate 0.0844 Epoch: 1 Global Step: 27150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:09,053-Speed 3328.32 samples/sec Loss 5.3611 LearningRate 0.0844 Epoch: 1 Global Step: 27160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:12,134-Speed 3324.68 samples/sec Loss 5.5120 LearningRate 0.0844 Epoch: 1 Global Step: 27170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:15,216-Speed 3323.40 samples/sec Loss 5.4347 LearningRate 0.0844 Epoch: 1 Global Step: 27180 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:18,281-Speed 3341.56 samples/sec Loss 5.4417 LearningRate 0.0844 Epoch: 1 Global Step: 27190 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:21,395-Speed 3289.08 samples/sec Loss 5.4513 LearningRate 0.0844 Epoch: 1 Global Step: 27200 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:24,527-Speed 3271.05 samples/sec Loss 5.3568 LearningRate 0.0844 Epoch: 1 Global Step: 27210 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:27,635-Speed 3295.49 samples/sec Loss 5.4036 LearningRate 0.0844 Epoch: 1 Global Step: 27220 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:30,703-Speed 3337.68 samples/sec Loss 5.5741 LearningRate 0.0844 Epoch: 1 Global Step: 27230 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:33,788-Speed 3320.79 samples/sec Loss 5.4811 LearningRate 0.0843 Epoch: 1 Global Step: 27240 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:36,854-Speed 3340.66 samples/sec Loss 5.4157 LearningRate 0.0843 Epoch: 1 Global Step: 27250 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:06:39,906-Speed 3355.29 samples/sec Loss 5.4135 LearningRate 0.0843 Epoch: 1 Global Step: 27260 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:42,998-Speed 3313.50 samples/sec Loss 5.4450 LearningRate 0.0843 Epoch: 1 Global Step: 27270 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:46,064-Speed 3339.92 samples/sec Loss 5.4970 LearningRate 0.0843 Epoch: 1 Global Step: 27280 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:49,140-Speed 3329.67 samples/sec Loss 5.4783 LearningRate 0.0843 Epoch: 1 Global Step: 27290 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:52,203-Speed 3344.21 samples/sec Loss 5.4017 LearningRate 0.0843 Epoch: 1 Global Step: 27300 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:55,266-Speed 3343.93 samples/sec Loss 5.5163 LearningRate 0.0843 Epoch: 1 Global Step: 27310 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:06:58,341-Speed 3330.16 samples/sec Loss 5.3970 LearningRate 0.0843 Epoch: 1 Global Step: 27320 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:01,395-Speed 3354.49 samples/sec Loss 5.4344 LearningRate 0.0843 Epoch: 1 Global Step: 27330 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:04,464-Speed 3337.20 samples/sec Loss 5.3682 LearningRate 0.0843 Epoch: 1 Global Step: 27340 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:07,598-Speed 3268.10 samples/sec Loss 5.4382 LearningRate 0.0843 Epoch: 1 Global Step: 27350 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:10,664-Speed 3340.62 samples/sec Loss 5.4778 LearningRate 0.0843 Epoch: 1 Global Step: 27360 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:13,724-Speed 3347.27 samples/sec Loss 5.4876 LearningRate 0.0843 Epoch: 1 Global Step: 27370 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:16,799-Speed 3331.11 samples/sec Loss 5.4410 LearningRate 0.0843 Epoch: 1 Global Step: 27380 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:19,902-Speed 3300.64 samples/sec Loss 5.3722 LearningRate 0.0843 Epoch: 1 Global Step: 27390 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:22,981-Speed 3325.79 samples/sec Loss 5.3383 LearningRate 0.0843 Epoch: 1 Global Step: 27400 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:26,060-Speed 3327.15 samples/sec Loss 5.3084 LearningRate 0.0843 Epoch: 1 Global Step: 27410 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:29,134-Speed 3331.82 samples/sec Loss 5.3919 LearningRate 0.0842 Epoch: 1 Global Step: 27420 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:07:32,199-Speed 3341.40 samples/sec Loss 5.4046 LearningRate 0.0842 Epoch: 1 Global Step: 27430 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:35,288-Speed 3316.31 samples/sec Loss 5.5581 LearningRate 0.0842 Epoch: 1 Global Step: 27440 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:38,347-Speed 3347.95 samples/sec Loss 5.3871 LearningRate 0.0842 Epoch: 1 Global Step: 27450 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:41,528-Speed 3219.91 samples/sec Loss 5.4451 LearningRate 0.0842 Epoch: 1 Global Step: 27460 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:44,597-Speed 3337.40 samples/sec Loss 5.3634 LearningRate 0.0842 Epoch: 1 Global Step: 27470 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:47,671-Speed 3332.51 samples/sec Loss 5.4408 LearningRate 0.0842 Epoch: 1 Global Step: 27480 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:50,754-Speed 3322.25 samples/sec Loss 5.4909 LearningRate 0.0842 Epoch: 1 Global Step: 27490 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:53,842-Speed 3316.76 samples/sec Loss 5.4233 LearningRate 0.0842 Epoch: 1 Global Step: 27500 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:56,918-Speed 3328.91 samples/sec Loss 5.4288 LearningRate 0.0842 Epoch: 1 Global Step: 27510 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:07:59,989-Speed 3336.20 samples/sec Loss 5.4596 LearningRate 0.0842 Epoch: 1 Global Step: 27520 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:03,076-Speed 3317.41 samples/sec Loss 5.4625 LearningRate 0.0842 Epoch: 1 Global Step: 27530 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:08:06,188-Speed 3291.44 samples/sec Loss 5.5196 LearningRate 0.0842 Epoch: 1 Global Step: 27540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:09,248-Speed 3347.83 samples/sec Loss 5.4408 LearningRate 0.0842 Epoch: 1 Global Step: 27550 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:12,312-Speed 3342.27 samples/sec Loss 5.3953 LearningRate 0.0842 Epoch: 1 Global Step: 27560 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:15,374-Speed 3344.63 samples/sec Loss 5.4330 LearningRate 0.0842 Epoch: 1 Global Step: 27570 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:18,448-Speed 3333.38 samples/sec Loss 5.4678 LearningRate 0.0842 Epoch: 1 Global Step: 27580 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:21,532-Speed 3320.29 samples/sec Loss 5.4273 LearningRate 0.0842 Epoch: 1 Global Step: 27590 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:24,616-Speed 3321.45 samples/sec Loss 5.4447 LearningRate 0.0841 Epoch: 1 Global Step: 27600 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:27,711-Speed 3309.86 samples/sec Loss 5.3999 LearningRate 0.0841 Epoch: 1 Global Step: 27610 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:30,854-Speed 3259.27 samples/sec Loss 5.4628 LearningRate 0.0841 Epoch: 1 Global Step: 27620 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:33,975-Speed 3280.97 samples/sec Loss 5.3490 LearningRate 0.0841 Epoch: 1 Global Step: 27630 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:37,048-Speed 3333.57 samples/sec Loss 5.3545 LearningRate 0.0841 Epoch: 1 Global Step: 27640 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:08:40,127-Speed 3326.42 samples/sec Loss 5.4314 LearningRate 0.0841 Epoch: 1 Global Step: 27650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:43,197-Speed 3335.46 samples/sec Loss 5.3509 LearningRate 0.0841 Epoch: 1 Global Step: 27660 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:46,283-Speed 3319.68 samples/sec Loss 5.4181 LearningRate 0.0841 Epoch: 1 Global Step: 27670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:49,405-Speed 3280.54 samples/sec Loss 5.4140 LearningRate 0.0841 Epoch: 1 Global Step: 27680 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:52,490-Speed 3320.01 samples/sec Loss 5.3159 LearningRate 0.0841 Epoch: 1 Global Step: 27690 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:55,630-Speed 3262.08 samples/sec Loss 5.4666 LearningRate 0.0841 Epoch: 1 Global Step: 27700 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:08:58,701-Speed 3335.50 samples/sec Loss 5.3544 LearningRate 0.0841 Epoch: 1 Global Step: 27710 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:01,768-Speed 3339.06 samples/sec Loss 5.3592 LearningRate 0.0841 Epoch: 1 Global Step: 27720 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:04,834-Speed 3341.27 samples/sec Loss 5.2974 LearningRate 0.0841 Epoch: 1 Global Step: 27730 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:07,901-Speed 3338.65 samples/sec Loss 5.3648 LearningRate 0.0841 Epoch: 1 Global Step: 27740 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:10,972-Speed 3336.15 samples/sec Loss 5.3587 LearningRate 0.0841 Epoch: 1 Global Step: 27750 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:09:14,055-Speed 3321.92 samples/sec Loss 5.4446 LearningRate 0.0841 Epoch: 1 Global Step: 27760 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:17,132-Speed 3328.69 samples/sec Loss 5.3889 LearningRate 0.0841 Epoch: 1 Global Step: 27770 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:20,206-Speed 3331.60 samples/sec Loss 5.3745 LearningRate 0.0840 Epoch: 1 Global Step: 27780 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:23,277-Speed 3335.91 samples/sec Loss 5.4242 LearningRate 0.0840 Epoch: 1 Global Step: 27790 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:26,349-Speed 3333.92 samples/sec Loss 5.3595 LearningRate 0.0840 Epoch: 1 Global Step: 27800 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:29,422-Speed 3333.05 samples/sec Loss 5.3498 LearningRate 0.0840 Epoch: 1 Global Step: 27810 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:32,489-Speed 3339.84 samples/sec Loss 5.3618 LearningRate 0.0840 Epoch: 1 Global Step: 27820 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:35,631-Speed 3258.94 samples/sec Loss 5.3419 LearningRate 0.0840 Epoch: 1 Global Step: 27830 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:38,783-Speed 3250.44 samples/sec Loss 5.3876 LearningRate 0.0840 Epoch: 1 Global Step: 27840 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:41,885-Speed 3300.87 samples/sec Loss 5.4673 LearningRate 0.0840 Epoch: 1 Global Step: 27850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:44,975-Speed 3315.13 samples/sec Loss 5.3250 LearningRate 0.0840 Epoch: 1 Global Step: 27860 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:09:48,041-Speed 3341.25 samples/sec Loss 5.4054 LearningRate 0.0840 Epoch: 1 Global Step: 27870 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:09:51,107-Speed 3340.78 samples/sec Loss 5.3638 LearningRate 0.0840 Epoch: 1 Global Step: 27880 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:54,211-Speed 3298.74 samples/sec Loss 5.3899 LearningRate 0.0840 Epoch: 1 Global Step: 27890 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:09:57,286-Speed 3331.70 samples/sec Loss 5.3341 LearningRate 0.0840 Epoch: 1 Global Step: 27900 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:00,378-Speed 3312.77 samples/sec Loss 5.3313 LearningRate 0.0840 Epoch: 1 Global Step: 27910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:03,448-Speed 3335.20 samples/sec Loss 5.3457 LearningRate 0.0840 Epoch: 1 Global Step: 27920 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:06,528-Speed 3326.00 samples/sec Loss 5.4076 LearningRate 0.0840 Epoch: 1 Global Step: 27930 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:09,595-Speed 3339.04 samples/sec Loss 5.3232 LearningRate 0.0840 Epoch: 1 Global Step: 27940 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:12,727-Speed 3270.76 samples/sec Loss 5.4305 LearningRate 0.0840 Epoch: 1 Global Step: 27950 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:15,919-Speed 3208.54 samples/sec Loss 5.3579 LearningRate 0.0839 Epoch: 1 Global Step: 27960 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:18,997-Speed 3328.48 samples/sec Loss 5.4168 LearningRate 0.0839 Epoch: 1 Global Step: 27970 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:10:22,094-Speed 3306.13 samples/sec Loss 5.3600 LearningRate 0.0839 Epoch: 1 Global Step: 27980 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:10:25,187-Speed 3312.05 samples/sec Loss 5.4185 LearningRate 0.0839 Epoch: 1 Global Step: 27990 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:10:28,303-Speed 3286.63 samples/sec Loss 5.2885 LearningRate 0.0839 Epoch: 1 Global Step: 28000 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:11:12,150-[lfw][28000]XNorm: 22.855926 Training: 2022-04-11 02:11:12,151-[lfw][28000]Accuracy-Flip: 0.99733+-0.00291 Training: 2022-04-11 02:11:12,151-[lfw][28000]Accuracy-Highest: 0.99767 Training: 2022-04-11 02:12:03,091-[cfp_fp][28000]XNorm: 21.482712 Training: 2022-04-11 02:12:03,092-[cfp_fp][28000]Accuracy-Flip: 0.97671+-0.00759 Training: 2022-04-11 02:12:03,092-[cfp_fp][28000]Accuracy-Highest: 0.97671 Training: 2022-04-11 02:12:46,948-[agedb_30][28000]XNorm: 22.822563 Training: 2022-04-11 02:12:46,949-[agedb_30][28000]Accuracy-Flip: 0.97417+-0.00716 Training: 2022-04-11 02:12:46,949-[agedb_30][28000]Accuracy-Highest: 0.97417 Training: 2022-04-11 02:12:50,023-Speed 72.26 samples/sec Loss 5.3901 LearningRate 0.0839 Epoch: 1 Global Step: 28010 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:12:53,083-Speed 3347.05 samples/sec Loss 5.3345 LearningRate 0.0839 Epoch: 1 Global Step: 28020 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:12:56,136-Speed 3354.63 samples/sec Loss 5.3346 LearningRate 0.0839 Epoch: 1 Global Step: 28030 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:12:59,246-Speed 3293.12 samples/sec Loss 5.3233 LearningRate 0.0839 Epoch: 1 Global Step: 28040 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:02,295-Speed 3358.69 samples/sec Loss 5.3161 LearningRate 0.0839 Epoch: 1 Global Step: 28050 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:05,348-Speed 3355.64 samples/sec Loss 5.3185 LearningRate 0.0839 Epoch: 1 Global Step: 28060 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:08,420-Speed 3333.59 samples/sec Loss 5.2913 LearningRate 0.0839 Epoch: 1 Global Step: 28070 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:11,477-Speed 3350.39 samples/sec Loss 5.3205 LearningRate 0.0839 Epoch: 1 Global Step: 28080 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:14,578-Speed 3303.17 samples/sec Loss 5.2954 LearningRate 0.0839 Epoch: 1 Global Step: 28090 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:17,668-Speed 3314.86 samples/sec Loss 5.4195 LearningRate 0.0839 Epoch: 1 Global Step: 28100 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:13:20,732-Speed 3342.69 samples/sec Loss 5.2844 LearningRate 0.0839 Epoch: 1 Global Step: 28110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:23,876-Speed 3258.07 samples/sec Loss 5.3035 LearningRate 0.0839 Epoch: 1 Global Step: 28120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:27,041-Speed 3235.57 samples/sec Loss 5.3080 LearningRate 0.0839 Epoch: 1 Global Step: 28130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:30,152-Speed 3292.22 samples/sec Loss 5.4114 LearningRate 0.0839 Epoch: 1 Global Step: 28140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:33,317-Speed 3236.42 samples/sec Loss 5.1959 LearningRate 0.0838 Epoch: 1 Global Step: 28150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:36,464-Speed 3254.82 samples/sec Loss 5.3272 LearningRate 0.0838 Epoch: 1 Global Step: 28160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:39,568-Speed 3298.72 samples/sec Loss 5.3357 LearningRate 0.0838 Epoch: 1 Global Step: 28170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:13:42,626-Speed 3349.75 samples/sec Loss 5.2743 LearningRate 0.0838 Epoch: 1 Global Step: 28180 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:13:45,766-Speed 3262.00 samples/sec Loss 5.2673 LearningRate 0.0838 Epoch: 1 Global Step: 28190 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:13:48,848-Speed 3323.29 samples/sec Loss 5.3285 LearningRate 0.0838 Epoch: 1 Global Step: 28200 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:13:51,940-Speed 3313.24 samples/sec Loss 5.3149 LearningRate 0.0838 Epoch: 1 Global Step: 28210 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:13:55,076-Speed 3265.88 samples/sec Loss 5.3624 LearningRate 0.0838 Epoch: 1 Global Step: 28220 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:13:58,199-Speed 3279.34 samples/sec Loss 5.3085 LearningRate 0.0838 Epoch: 1 Global Step: 28230 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:01,268-Speed 3337.22 samples/sec Loss 5.4765 LearningRate 0.0838 Epoch: 1 Global Step: 28240 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:04,344-Speed 3330.20 samples/sec Loss 5.3151 LearningRate 0.0838 Epoch: 1 Global Step: 28250 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:07,407-Speed 3343.45 samples/sec Loss 5.2649 LearningRate 0.0838 Epoch: 1 Global Step: 28260 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:10,475-Speed 3338.08 samples/sec Loss 5.2692 LearningRate 0.0838 Epoch: 1 Global Step: 28270 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:13,541-Speed 3341.56 samples/sec Loss 5.3866 LearningRate 0.0838 Epoch: 1 Global Step: 28280 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:14:16,623-Speed 3323.27 samples/sec Loss 5.3240 LearningRate 0.0838 Epoch: 1 Global Step: 28290 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:14:19,685-Speed 3344.31 samples/sec Loss 5.4182 LearningRate 0.0838 Epoch: 1 Global Step: 28300 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:14:22,757-Speed 3334.59 samples/sec Loss 5.4339 LearningRate 0.0838 Epoch: 1 Global Step: 28310 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:14:25,820-Speed 3344.26 samples/sec Loss 5.4881 LearningRate 0.0838 Epoch: 1 Global Step: 28320 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:14:28,885-Speed 3341.42 samples/sec Loss 5.2951 LearningRate 0.0837 Epoch: 1 Global Step: 28330 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:14:31,959-Speed 3332.28 samples/sec Loss 5.2316 LearningRate 0.0837 Epoch: 1 Global Step: 28340 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:14:35,023-Speed 3342.49 samples/sec Loss 5.2727 LearningRate 0.0837 Epoch: 1 Global Step: 28350 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:38,092-Speed 3337.08 samples/sec Loss 5.2993 LearningRate 0.0837 Epoch: 1 Global Step: 28360 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:41,158-Speed 3341.10 samples/sec Loss 5.3297 LearningRate 0.0837 Epoch: 1 Global Step: 28370 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:44,223-Speed 3342.05 samples/sec Loss 5.2518 LearningRate 0.0837 Epoch: 1 Global Step: 28380 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:47,290-Speed 3338.82 samples/sec Loss 5.3225 LearningRate 0.0837 Epoch: 1 Global Step: 28390 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:50,353-Speed 3344.44 samples/sec Loss 5.3164 LearningRate 0.0837 Epoch: 1 Global Step: 28400 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:53,415-Speed 3345.10 samples/sec Loss 5.3494 LearningRate 0.0837 Epoch: 1 Global Step: 28410 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:56,473-Speed 3349.17 samples/sec Loss 5.3133 LearningRate 0.0837 Epoch: 1 Global Step: 28420 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:14:59,530-Speed 3349.91 samples/sec Loss 5.4226 LearningRate 0.0837 Epoch: 1 Global Step: 28430 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:15:02,604-Speed 3331.84 samples/sec Loss 5.2736 LearningRate 0.0837 Epoch: 1 Global Step: 28440 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:15:05,670-Speed 3341.28 samples/sec Loss 5.3499 LearningRate 0.0837 Epoch: 1 Global Step: 28450 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:08,736-Speed 3340.47 samples/sec Loss 5.2581 LearningRate 0.0837 Epoch: 1 Global Step: 28460 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:11,804-Speed 3338.60 samples/sec Loss 5.3484 LearningRate 0.0837 Epoch: 1 Global Step: 28470 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:14,882-Speed 3327.27 samples/sec Loss 5.2314 LearningRate 0.0837 Epoch: 1 Global Step: 28480 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:17,947-Speed 3341.39 samples/sec Loss 5.2617 LearningRate 0.0837 Epoch: 1 Global Step: 28490 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:21,010-Speed 3344.58 samples/sec Loss 5.2734 LearningRate 0.0837 Epoch: 1 Global Step: 28500 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:24,072-Speed 3345.18 samples/sec Loss 5.3712 LearningRate 0.0836 Epoch: 1 Global Step: 28510 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:27,153-Speed 3324.04 samples/sec Loss 5.2842 LearningRate 0.0836 Epoch: 1 Global Step: 28520 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:30,258-Speed 3298.95 samples/sec Loss 5.4113 LearningRate 0.0836 Epoch: 1 Global Step: 28530 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:33,382-Speed 3278.73 samples/sec Loss 5.2824 LearningRate 0.0836 Epoch: 1 Global Step: 28540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:36,565-Speed 3217.96 samples/sec Loss 5.3520 LearningRate 0.0836 Epoch: 1 Global Step: 28550 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:15:39,671-Speed 3297.03 samples/sec Loss 5.3556 LearningRate 0.0836 Epoch: 1 Global Step: 28560 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:15:42,765-Speed 3311.78 samples/sec Loss 5.3834 LearningRate 0.0836 Epoch: 1 Global Step: 28570 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:45,861-Speed 3308.13 samples/sec Loss 5.2566 LearningRate 0.0836 Epoch: 1 Global Step: 28580 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:48,939-Speed 3326.81 samples/sec Loss 5.2280 LearningRate 0.0836 Epoch: 1 Global Step: 28590 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:52,015-Speed 3329.69 samples/sec Loss 5.2566 LearningRate 0.0836 Epoch: 1 Global Step: 28600 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:55,085-Speed 3336.38 samples/sec Loss 5.3251 LearningRate 0.0836 Epoch: 1 Global Step: 28610 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:15:58,164-Speed 3326.77 samples/sec Loss 5.3052 LearningRate 0.0836 Epoch: 1 Global Step: 28620 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:01,232-Speed 3338.71 samples/sec Loss 5.2596 LearningRate 0.0836 Epoch: 1 Global Step: 28630 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:04,331-Speed 3305.05 samples/sec Loss 5.3688 LearningRate 0.0836 Epoch: 1 Global Step: 28640 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:07,465-Speed 3268.15 samples/sec Loss 5.3362 LearningRate 0.0836 Epoch: 1 Global Step: 28650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:10,541-Speed 3330.16 samples/sec Loss 5.3478 LearningRate 0.0836 Epoch: 1 Global Step: 28660 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:13,682-Speed 3260.76 samples/sec Loss 5.2433 LearningRate 0.0836 Epoch: 1 Global Step: 28670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:16,766-Speed 3320.42 samples/sec Loss 5.2632 LearningRate 0.0836 Epoch: 1 Global Step: 28680 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:19,840-Speed 3332.42 samples/sec Loss 5.2583 LearningRate 0.0835 Epoch: 1 Global Step: 28690 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:22,918-Speed 3326.87 samples/sec Loss 5.2367 LearningRate 0.0835 Epoch: 1 Global Step: 28700 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:26,020-Speed 3302.07 samples/sec Loss 5.3002 LearningRate 0.0835 Epoch: 1 Global Step: 28710 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:29,141-Speed 3281.88 samples/sec Loss 5.2501 LearningRate 0.0835 Epoch: 1 Global Step: 28720 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:32,205-Speed 3343.44 samples/sec Loss 5.3627 LearningRate 0.0835 Epoch: 1 Global Step: 28730 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:35,289-Speed 3321.15 samples/sec Loss 5.3603 LearningRate 0.0835 Epoch: 1 Global Step: 28740 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:38,364-Speed 3330.37 samples/sec Loss 5.2082 LearningRate 0.0835 Epoch: 1 Global Step: 28750 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:41,432-Speed 3338.25 samples/sec Loss 5.3333 LearningRate 0.0835 Epoch: 1 Global Step: 28760 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:44,489-Speed 3351.11 samples/sec Loss 5.3350 LearningRate 0.0835 Epoch: 1 Global Step: 28770 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:47,556-Speed 3339.39 samples/sec Loss 5.2854 LearningRate 0.0835 Epoch: 1 Global Step: 28780 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:50,628-Speed 3333.65 samples/sec Loss 5.3386 LearningRate 0.0835 Epoch: 1 Global Step: 28790 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:53,695-Speed 3339.21 samples/sec Loss 5.2729 LearningRate 0.0835 Epoch: 1 Global Step: 28800 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:56,769-Speed 3333.07 samples/sec Loss 5.2308 LearningRate 0.0835 Epoch: 1 Global Step: 28810 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:16:59,838-Speed 3337.30 samples/sec Loss 5.2579 LearningRate 0.0835 Epoch: 1 Global Step: 28820 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:02,903-Speed 3341.71 samples/sec Loss 5.2091 LearningRate 0.0835 Epoch: 1 Global Step: 28830 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:06,050-Speed 3254.11 samples/sec Loss 5.2290 LearningRate 0.0835 Epoch: 1 Global Step: 28840 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:09,146-Speed 3308.29 samples/sec Loss 5.2862 LearningRate 0.0835 Epoch: 1 Global Step: 28850 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:12,218-Speed 3334.36 samples/sec Loss 5.2646 LearningRate 0.0835 Epoch: 1 Global Step: 28860 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:15,309-Speed 3313.18 samples/sec Loss 5.2854 LearningRate 0.0835 Epoch: 1 Global Step: 28870 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:18,410-Speed 3303.34 samples/sec Loss 5.3336 LearningRate 0.0834 Epoch: 1 Global Step: 28880 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:21,523-Speed 3290.10 samples/sec Loss 5.3441 LearningRate 0.0834 Epoch: 1 Global Step: 28890 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:24,589-Speed 3340.31 samples/sec Loss 5.2837 LearningRate 0.0834 Epoch: 1 Global Step: 28900 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:27,655-Speed 3341.16 samples/sec Loss 5.2080 LearningRate 0.0834 Epoch: 1 Global Step: 28910 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:30,754-Speed 3304.89 samples/sec Loss 5.3131 LearningRate 0.0834 Epoch: 1 Global Step: 28920 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:17:33,820-Speed 3341.13 samples/sec Loss 5.2296 LearningRate 0.0834 Epoch: 1 Global Step: 28930 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:37,023-Speed 3197.05 samples/sec Loss 5.2339 LearningRate 0.0834 Epoch: 1 Global Step: 28940 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:40,125-Speed 3302.15 samples/sec Loss 5.2597 LearningRate 0.0834 Epoch: 1 Global Step: 28950 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:43,204-Speed 3326.74 samples/sec Loss 5.3034 LearningRate 0.0834 Epoch: 1 Global Step: 28960 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:46,282-Speed 3327.26 samples/sec Loss 5.1275 LearningRate 0.0834 Epoch: 1 Global Step: 28970 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:49,376-Speed 3311.38 samples/sec Loss 5.3435 LearningRate 0.0834 Epoch: 1 Global Step: 28980 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:52,443-Speed 3339.18 samples/sec Loss 5.2387 LearningRate 0.0834 Epoch: 1 Global Step: 28990 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:55,510-Speed 3339.63 samples/sec Loss 5.1625 LearningRate 0.0834 Epoch: 1 Global Step: 29000 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:17:58,566-Speed 3351.18 samples/sec Loss 5.2927 LearningRate 0.0834 Epoch: 1 Global Step: 29010 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:01,635-Speed 3337.27 samples/sec Loss 5.1991 LearningRate 0.0834 Epoch: 1 Global Step: 29020 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:04,719-Speed 3321.18 samples/sec Loss 5.2495 LearningRate 0.0834 Epoch: 1 Global Step: 29030 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:07,784-Speed 3341.30 samples/sec Loss 5.4085 LearningRate 0.0834 Epoch: 1 Global Step: 29040 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:10,904-Speed 3283.64 samples/sec Loss 5.2416 LearningRate 0.0834 Epoch: 1 Global Step: 29050 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:14,048-Speed 3257.20 samples/sec Loss 5.2894 LearningRate 0.0833 Epoch: 1 Global Step: 29060 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:17,181-Speed 3269.53 samples/sec Loss 5.2080 LearningRate 0.0833 Epoch: 1 Global Step: 29070 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:20,253-Speed 3333.97 samples/sec Loss 5.3296 LearningRate 0.0833 Epoch: 1 Global Step: 29080 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:23,316-Speed 3343.93 samples/sec Loss 5.1924 LearningRate 0.0833 Epoch: 1 Global Step: 29090 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:26,382-Speed 3340.73 samples/sec Loss 5.1959 LearningRate 0.0833 Epoch: 1 Global Step: 29100 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:29,445-Speed 3343.82 samples/sec Loss 5.2037 LearningRate 0.0833 Epoch: 1 Global Step: 29110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:18:32,538-Speed 3310.88 samples/sec Loss 5.2377 LearningRate 0.0833 Epoch: 1 Global Step: 29120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:18:35,606-Speed 3338.74 samples/sec Loss 5.1921 LearningRate 0.0833 Epoch: 1 Global Step: 29130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:18:38,695-Speed 3316.35 samples/sec Loss 5.2865 LearningRate 0.0833 Epoch: 1 Global Step: 29140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:18:41,764-Speed 3336.52 samples/sec Loss 5.2066 LearningRate 0.0833 Epoch: 1 Global Step: 29150 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:44,853-Speed 3316.23 samples/sec Loss 5.2079 LearningRate 0.0833 Epoch: 1 Global Step: 29160 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:47,926-Speed 3333.24 samples/sec Loss 5.2542 LearningRate 0.0833 Epoch: 1 Global Step: 29170 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:50,997-Speed 3334.57 samples/sec Loss 5.2380 LearningRate 0.0833 Epoch: 1 Global Step: 29180 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:54,077-Speed 3325.70 samples/sec Loss 5.2493 LearningRate 0.0833 Epoch: 1 Global Step: 29190 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:18:57,154-Speed 3328.46 samples/sec Loss 5.2634 LearningRate 0.0833 Epoch: 1 Global Step: 29200 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:19:00,231-Speed 3329.06 samples/sec Loss 5.2364 LearningRate 0.0833 Epoch: 1 Global Step: 29210 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:19:03,309-Speed 3326.97 samples/sec Loss 5.1900 LearningRate 0.0833 Epoch: 1 Global Step: 29220 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:19:06,391-Speed 3324.07 samples/sec Loss 5.2135 LearningRate 0.0833 Epoch: 1 Global Step: 29230 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:19:09,490-Speed 3304.68 samples/sec Loss 5.2786 LearningRate 0.0832 Epoch: 1 Global Step: 29240 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:19:12,568-Speed 3327.69 samples/sec Loss 5.2865 LearningRate 0.0832 Epoch: 1 Global Step: 29250 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:15,747-Speed 3222.29 samples/sec Loss 5.2394 LearningRate 0.0832 Epoch: 1 Global Step: 29260 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:18,931-Speed 3216.84 samples/sec Loss 5.3022 LearningRate 0.0832 Epoch: 1 Global Step: 29270 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:22,000-Speed 3336.80 samples/sec Loss 5.2274 LearningRate 0.0832 Epoch: 1 Global Step: 29280 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:25,089-Speed 3316.09 samples/sec Loss 5.2419 LearningRate 0.0832 Epoch: 1 Global Step: 29290 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:28,177-Speed 3316.45 samples/sec Loss 5.3528 LearningRate 0.0832 Epoch: 1 Global Step: 29300 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:31,256-Speed 3326.86 samples/sec Loss 5.2997 LearningRate 0.0832 Epoch: 1 Global Step: 29310 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:34,369-Speed 3289.95 samples/sec Loss 5.2682 LearningRate 0.0832 Epoch: 1 Global Step: 29320 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:37,495-Speed 3276.73 samples/sec Loss 5.2644 LearningRate 0.0832 Epoch: 1 Global Step: 29330 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:40,625-Speed 3272.43 samples/sec Loss 5.1481 LearningRate 0.0832 Epoch: 1 Global Step: 29340 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:43,740-Speed 3288.73 samples/sec Loss 5.2839 LearningRate 0.0832 Epoch: 1 Global Step: 29350 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:46,817-Speed 3328.05 samples/sec Loss 5.2335 LearningRate 0.0832 Epoch: 1 Global Step: 29360 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:49,886-Speed 3337.11 samples/sec Loss 5.3103 LearningRate 0.0832 Epoch: 1 Global Step: 29370 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:52,956-Speed 3337.08 samples/sec Loss 5.1968 LearningRate 0.0832 Epoch: 1 Global Step: 29380 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:56,021-Speed 3341.58 samples/sec Loss 5.2143 LearningRate 0.0832 Epoch: 1 Global Step: 29390 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:19:59,097-Speed 3329.08 samples/sec Loss 5.2092 LearningRate 0.0832 Epoch: 1 Global Step: 29400 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:02,167-Speed 3336.99 samples/sec Loss 5.2581 LearningRate 0.0832 Epoch: 1 Global Step: 29410 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:05,254-Speed 3317.31 samples/sec Loss 5.1026 LearningRate 0.0832 Epoch: 1 Global Step: 29420 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:08,326-Speed 3334.58 samples/sec Loss 5.1330 LearningRate 0.0831 Epoch: 1 Global Step: 29430 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:11,394-Speed 3339.02 samples/sec Loss 5.2274 LearningRate 0.0831 Epoch: 1 Global Step: 29440 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:14,462-Speed 3337.72 samples/sec Loss 5.1561 LearningRate 0.0831 Epoch: 1 Global Step: 29450 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:20:17,533-Speed 3335.65 samples/sec Loss 5.2316 LearningRate 0.0831 Epoch: 1 Global Step: 29460 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:20,608-Speed 3330.59 samples/sec Loss 5.2368 LearningRate 0.0831 Epoch: 1 Global Step: 29470 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:23,686-Speed 3327.78 samples/sec Loss 5.2552 LearningRate 0.0831 Epoch: 1 Global Step: 29480 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:26,762-Speed 3329.65 samples/sec Loss 5.3296 LearningRate 0.0831 Epoch: 1 Global Step: 29490 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:29,856-Speed 3310.68 samples/sec Loss 5.2398 LearningRate 0.0831 Epoch: 1 Global Step: 29500 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:20:33,049-Speed 3206.91 samples/sec Loss 5.2012 LearningRate 0.0831 Epoch: 1 Global Step: 29510 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:36,138-Speed 3317.18 samples/sec Loss 5.2115 LearningRate 0.0831 Epoch: 1 Global Step: 29520 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:39,202-Speed 3342.24 samples/sec Loss 5.2113 LearningRate 0.0831 Epoch: 1 Global Step: 29530 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:42,279-Speed 3329.04 samples/sec Loss 5.1810 LearningRate 0.0831 Epoch: 1 Global Step: 29540 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:45,415-Speed 3266.18 samples/sec Loss 5.2571 LearningRate 0.0831 Epoch: 1 Global Step: 29550 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:48,486-Speed 3334.89 samples/sec Loss 5.1673 LearningRate 0.0831 Epoch: 1 Global Step: 29560 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:51,554-Speed 3338.10 samples/sec Loss 5.3373 LearningRate 0.0831 Epoch: 1 Global Step: 29570 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:54,635-Speed 3324.77 samples/sec Loss 5.1862 LearningRate 0.0831 Epoch: 1 Global Step: 29580 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:20:57,813-Speed 3222.16 samples/sec Loss 5.2127 LearningRate 0.0831 Epoch: 1 Global Step: 29590 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:00,892-Speed 3326.95 samples/sec Loss 5.1138 LearningRate 0.0831 Epoch: 1 Global Step: 29600 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:04,000-Speed 3295.39 samples/sec Loss 5.1779 LearningRate 0.0830 Epoch: 1 Global Step: 29610 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:07,079-Speed 3326.67 samples/sec Loss 5.3241 LearningRate 0.0830 Epoch: 1 Global Step: 29620 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:10,264-Speed 3215.67 samples/sec Loss 5.2279 LearningRate 0.0830 Epoch: 1 Global Step: 29630 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:13,329-Speed 3341.71 samples/sec Loss 5.2938 LearningRate 0.0830 Epoch: 1 Global Step: 29640 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:16,415-Speed 3318.67 samples/sec Loss 5.1622 LearningRate 0.0830 Epoch: 1 Global Step: 29650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:19,484-Speed 3338.31 samples/sec Loss 5.2281 LearningRate 0.0830 Epoch: 1 Global Step: 29660 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:22,550-Speed 3340.43 samples/sec Loss 5.1306 LearningRate 0.0830 Epoch: 1 Global Step: 29670 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:25,639-Speed 3315.02 samples/sec Loss 5.1526 LearningRate 0.0830 Epoch: 1 Global Step: 29680 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:28,800-Speed 3240.09 samples/sec Loss 5.1825 LearningRate 0.0830 Epoch: 1 Global Step: 29690 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:31,897-Speed 3308.20 samples/sec Loss 5.2266 LearningRate 0.0830 Epoch: 1 Global Step: 29700 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:35,022-Speed 3277.60 samples/sec Loss 5.1604 LearningRate 0.0830 Epoch: 1 Global Step: 29710 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:38,101-Speed 3326.12 samples/sec Loss 5.1909 LearningRate 0.0830 Epoch: 1 Global Step: 29720 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:41,167-Speed 3341.11 samples/sec Loss 5.2549 LearningRate 0.0830 Epoch: 1 Global Step: 29730 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:44,239-Speed 3333.85 samples/sec Loss 5.1409 LearningRate 0.0830 Epoch: 1 Global Step: 29740 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:47,407-Speed 3232.62 samples/sec Loss 5.1462 LearningRate 0.0830 Epoch: 1 Global Step: 29750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:50,515-Speed 3295.57 samples/sec Loss 5.1246 LearningRate 0.0830 Epoch: 1 Global Step: 29760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:21:53,599-Speed 3321.11 samples/sec Loss 5.2342 LearningRate 0.0830 Epoch: 1 Global Step: 29770 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:56,666-Speed 3340.18 samples/sec Loss 5.1870 LearningRate 0.0830 Epoch: 1 Global Step: 29780 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:21:59,866-Speed 3200.32 samples/sec Loss 5.2969 LearningRate 0.0829 Epoch: 1 Global Step: 29790 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:02,970-Speed 3299.68 samples/sec Loss 5.1890 LearningRate 0.0829 Epoch: 1 Global Step: 29800 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:06,047-Speed 3329.27 samples/sec Loss 5.1879 LearningRate 0.0829 Epoch: 1 Global Step: 29810 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:09,118-Speed 3334.53 samples/sec Loss 5.1766 LearningRate 0.0829 Epoch: 1 Global Step: 29820 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:12,188-Speed 3336.07 samples/sec Loss 5.1928 LearningRate 0.0829 Epoch: 1 Global Step: 29830 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:15,253-Speed 3342.55 samples/sec Loss 5.1318 LearningRate 0.0829 Epoch: 1 Global Step: 29840 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:18,324-Speed 3334.34 samples/sec Loss 5.2338 LearningRate 0.0829 Epoch: 1 Global Step: 29850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:21,411-Speed 3317.73 samples/sec Loss 5.1273 LearningRate 0.0829 Epoch: 1 Global Step: 29860 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:24,503-Speed 3313.52 samples/sec Loss 5.2877 LearningRate 0.0829 Epoch: 1 Global Step: 29870 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:22:27,549-Speed 3362.59 samples/sec Loss 5.1744 LearningRate 0.0829 Epoch: 1 Global Step: 29880 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:30,619-Speed 3336.03 samples/sec Loss 5.1970 LearningRate 0.0829 Epoch: 1 Global Step: 29890 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:33,685-Speed 3340.47 samples/sec Loss 5.0557 LearningRate 0.0829 Epoch: 1 Global Step: 29900 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:36,753-Speed 3338.48 samples/sec Loss 5.1958 LearningRate 0.0829 Epoch: 1 Global Step: 29910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:22:39,814-Speed 3345.49 samples/sec Loss 5.1866 LearningRate 0.0829 Epoch: 1 Global Step: 29920 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:22:42,878-Speed 3343.15 samples/sec Loss 5.1171 LearningRate 0.0829 Epoch: 1 Global Step: 29930 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:22:46,015-Speed 3265.00 samples/sec Loss 5.1974 LearningRate 0.0829 Epoch: 1 Global Step: 29940 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:22:49,205-Speed 3210.99 samples/sec Loss 5.1808 LearningRate 0.0829 Epoch: 1 Global Step: 29950 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:22:52,270-Speed 3341.39 samples/sec Loss 5.1865 LearningRate 0.0829 Epoch: 1 Global Step: 29960 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:22:55,351-Speed 3324.31 samples/sec Loss 5.2387 LearningRate 0.0829 Epoch: 1 Global Step: 29970 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:22:58,422-Speed 3336.06 samples/sec Loss 5.1582 LearningRate 0.0828 Epoch: 1 Global Step: 29980 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:23:01,492-Speed 3335.72 samples/sec Loss 5.1943 LearningRate 0.0828 Epoch: 1 Global Step: 29990 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:23:04,558-Speed 3340.93 samples/sec Loss 5.3689 LearningRate 0.0828 Epoch: 1 Global Step: 30000 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:23:48,231-[lfw][30000]XNorm: 22.215762 Training: 2022-04-11 02:23:48,232-[lfw][30000]Accuracy-Flip: 0.99583+-0.00300 Training: 2022-04-11 02:23:48,232-[lfw][30000]Accuracy-Highest: 0.99767 Training: 2022-04-11 02:24:39,010-[cfp_fp][30000]XNorm: 20.173684 Training: 2022-04-11 02:24:39,010-[cfp_fp][30000]Accuracy-Flip: 0.97314+-0.00645 Training: 2022-04-11 02:24:39,011-[cfp_fp][30000]Accuracy-Highest: 0.97671 Training: 2022-04-11 02:25:22,962-[agedb_30][30000]XNorm: 22.465723 Training: 2022-04-11 02:25:22,963-[agedb_30][30000]Accuracy-Flip: 0.97500+-0.00810 Training: 2022-04-11 02:25:22,963-[agedb_30][30000]Accuracy-Highest: 0.97500 Training: 2022-04-11 02:25:26,022-Speed 72.39 samples/sec Loss 5.2182 LearningRate 0.0828 Epoch: 1 Global Step: 30010 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:25:29,074-Speed 3355.85 samples/sec Loss 5.1720 LearningRate 0.0828 Epoch: 1 Global Step: 30020 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:25:32,134-Speed 3347.52 samples/sec Loss 5.1634 LearningRate 0.0828 Epoch: 1 Global Step: 30030 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:25:35,243-Speed 3294.45 samples/sec Loss 5.1065 LearningRate 0.0828 Epoch: 1 Global Step: 30040 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:25:38,332-Speed 3315.91 samples/sec Loss 5.0813 LearningRate 0.0828 Epoch: 1 Global Step: 30050 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:25:41,402-Speed 3335.92 samples/sec Loss 5.2443 LearningRate 0.0828 Epoch: 1 Global Step: 30060 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:25:44,492-Speed 3313.97 samples/sec Loss 5.1661 LearningRate 0.0828 Epoch: 1 Global Step: 30070 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:25:47,603-Speed 3292.82 samples/sec Loss 5.1465 LearningRate 0.0828 Epoch: 1 Global Step: 30080 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:25:50,679-Speed 3329.95 samples/sec Loss 5.1404 LearningRate 0.0828 Epoch: 1 Global Step: 30090 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:25:53,791-Speed 3291.32 samples/sec Loss 5.1625 LearningRate 0.0828 Epoch: 1 Global Step: 30100 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:25:56,853-Speed 3345.30 samples/sec Loss 5.1695 LearningRate 0.0828 Epoch: 1 Global Step: 30110 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:25:59,927-Speed 3331.63 samples/sec Loss 5.1125 LearningRate 0.0828 Epoch: 1 Global Step: 30120 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:02,985-Speed 3349.83 samples/sec Loss 5.2045 LearningRate 0.0828 Epoch: 1 Global Step: 30130 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:06,111-Speed 3276.03 samples/sec Loss 5.2669 LearningRate 0.0828 Epoch: 1 Global Step: 30140 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:09,181-Speed 3336.27 samples/sec Loss 5.1920 LearningRate 0.0828 Epoch: 1 Global Step: 30150 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:12,246-Speed 3341.84 samples/sec Loss 5.1144 LearningRate 0.0827 Epoch: 1 Global Step: 30160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:26:15,318-Speed 3334.49 samples/sec Loss 5.1697 LearningRate 0.0827 Epoch: 1 Global Step: 30170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:26:18,397-Speed 3326.64 samples/sec Loss 5.2431 LearningRate 0.0827 Epoch: 1 Global Step: 30180 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:21,458-Speed 3345.73 samples/sec Loss 5.1078 LearningRate 0.0827 Epoch: 1 Global Step: 30190 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:24,535-Speed 3328.18 samples/sec Loss 5.0756 LearningRate 0.0827 Epoch: 1 Global Step: 30200 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:27,628-Speed 3312.18 samples/sec Loss 5.1669 LearningRate 0.0827 Epoch: 1 Global Step: 30210 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:30,749-Speed 3281.26 samples/sec Loss 5.1395 LearningRate 0.0827 Epoch: 1 Global Step: 30220 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:33,925-Speed 3224.71 samples/sec Loss 5.0998 LearningRate 0.0827 Epoch: 1 Global Step: 30230 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:37,039-Speed 3289.66 samples/sec Loss 5.1207 LearningRate 0.0827 Epoch: 1 Global Step: 30240 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:40,111-Speed 3333.83 samples/sec Loss 5.2378 LearningRate 0.0827 Epoch: 1 Global Step: 30250 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:43,184-Speed 3333.36 samples/sec Loss 5.2616 LearningRate 0.0827 Epoch: 1 Global Step: 30260 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:46,252-Speed 3338.25 samples/sec Loss 5.1351 LearningRate 0.0827 Epoch: 1 Global Step: 30270 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:26:49,324-Speed 3334.85 samples/sec Loss 5.1540 LearningRate 0.0827 Epoch: 1 Global Step: 30280 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:26:52,416-Speed 3312.18 samples/sec Loss 5.2188 LearningRate 0.0827 Epoch: 1 Global Step: 30290 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:26:55,569-Speed 3247.71 samples/sec Loss 5.1394 LearningRate 0.0827 Epoch: 1 Global Step: 30300 Fp16 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Required: 32 hours Training: 2022-04-11 02:27:17,132-Speed 3305.58 samples/sec Loss 5.1222 LearningRate 0.0826 Epoch: 1 Global Step: 30370 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:27:20,238-Speed 3297.85 samples/sec Loss 5.0513 LearningRate 0.0826 Epoch: 1 Global Step: 30380 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:27:23,307-Speed 3337.78 samples/sec Loss 5.0773 LearningRate 0.0826 Epoch: 1 Global Step: 30390 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:27:26,420-Speed 3289.42 samples/sec Loss 5.1396 LearningRate 0.0826 Epoch: 1 Global Step: 30400 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:27:29,503-Speed 3322.68 samples/sec Loss 5.1630 LearningRate 0.0826 Epoch: 1 Global Step: 30410 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:27:32,706-Speed 3198.15 samples/sec Loss 5.1127 LearningRate 0.0826 Epoch: 1 Global Step: 30420 Fp16 Grad Scale: 131072 Required: 32 hours 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02:27:54,341-Speed 3338.71 samples/sec Loss 5.1566 LearningRate 0.0826 Epoch: 1 Global Step: 30490 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:27:57,438-Speed 3307.16 samples/sec Loss 5.0679 LearningRate 0.0826 Epoch: 1 Global Step: 30500 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:28:00,537-Speed 3305.25 samples/sec Loss 5.0836 LearningRate 0.0826 Epoch: 1 Global Step: 30510 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:28:03,620-Speed 3322.01 samples/sec Loss 5.0755 LearningRate 0.0826 Epoch: 1 Global Step: 30520 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:28:06,696-Speed 3330.47 samples/sec Loss 5.1485 LearningRate 0.0825 Epoch: 1 Global Step: 30530 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:09,759-Speed 3343.53 samples/sec Loss 5.1587 LearningRate 0.0825 Epoch: 1 Global Step: 30540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:12,963-Speed 3196.89 samples/sec Loss 5.0843 LearningRate 0.0825 Epoch: 1 Global Step: 30550 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:16,090-Speed 3275.32 samples/sec Loss 5.1183 LearningRate 0.0825 Epoch: 1 Global Step: 30560 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:19,151-Speed 3346.02 samples/sec Loss 5.1134 LearningRate 0.0825 Epoch: 1 Global Step: 30570 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:22,226-Speed 3330.99 samples/sec Loss 5.2612 LearningRate 0.0825 Epoch: 1 Global Step: 30580 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:25,295-Speed 3337.19 samples/sec Loss 5.0892 LearningRate 0.0825 Epoch: 1 Global Step: 30590 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:28,357-Speed 3345.67 samples/sec Loss 5.1296 LearningRate 0.0825 Epoch: 1 Global Step: 30600 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:28:31,423-Speed 3340.05 samples/sec Loss 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Step: 30730 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:29:11,565-Speed 3330.35 samples/sec Loss 5.1629 LearningRate 0.0824 Epoch: 1 Global Step: 30740 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:29:14,627-Speed 3344.82 samples/sec Loss 5.1789 LearningRate 0.0824 Epoch: 1 Global Step: 30750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:17,710-Speed 3322.44 samples/sec Loss 5.1152 LearningRate 0.0824 Epoch: 1 Global Step: 30760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:20,793-Speed 3321.98 samples/sec Loss 5.2487 LearningRate 0.0824 Epoch: 1 Global Step: 30770 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:23,868-Speed 3331.17 samples/sec Loss 5.2305 LearningRate 0.0824 Epoch: 1 Global Step: 30780 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:27,072-Speed 3196.62 samples/sec Loss 5.1119 LearningRate 0.0824 Epoch: 1 Global Step: 30790 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:30,152-Speed 3326.36 samples/sec Loss 5.1773 LearningRate 0.0824 Epoch: 1 Global Step: 30800 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:33,284-Speed 3269.65 samples/sec Loss 5.1996 LearningRate 0.0824 Epoch: 1 Global Step: 30810 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:36,346-Speed 3344.60 samples/sec Loss 5.0261 LearningRate 0.0824 Epoch: 1 Global Step: 30820 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:39,477-Speed 3271.70 samples/sec Loss 5.0989 LearningRate 0.0824 Epoch: 1 Global Step: 30830 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:42,718-Speed 3160.12 samples/sec Loss 5.1419 LearningRate 0.0824 Epoch: 1 Global Step: 30840 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:45,795-Speed 3328.87 samples/sec Loss 5.0422 LearningRate 0.0824 Epoch: 1 Global Step: 30850 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:48,871-Speed 3330.00 samples/sec Loss 5.1357 LearningRate 0.0824 Epoch: 1 Global Step: 30860 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:51,979-Speed 3295.32 samples/sec Loss 5.1314 LearningRate 0.0824 Epoch: 1 Global Step: 30870 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:55,050-Speed 3335.05 samples/sec Loss 5.1311 LearningRate 0.0824 Epoch: 1 Global Step: 30880 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:29:58,116-Speed 3341.17 samples/sec Loss 5.0970 LearningRate 0.0823 Epoch: 1 Global Step: 30890 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:01,192-Speed 3329.23 samples/sec Loss 5.0756 LearningRate 0.0823 Epoch: 1 Global Step: 30900 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:04,268-Speed 3329.55 samples/sec Loss 5.0552 LearningRate 0.0823 Epoch: 1 Global Step: 30910 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:07,338-Speed 3336.85 samples/sec Loss 5.1895 LearningRate 0.0823 Epoch: 1 Global Step: 30920 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:10,405-Speed 3338.73 samples/sec Loss 5.0602 LearningRate 0.0823 Epoch: 1 Global Step: 30930 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:13,471-Speed 3341.63 samples/sec Loss 5.0831 LearningRate 0.0823 Epoch: 1 Global Step: 30940 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:16,534-Speed 3344.36 samples/sec Loss 5.1175 LearningRate 0.0823 Epoch: 1 Global Step: 30950 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:30:19,602-Speed 3337.26 samples/sec Loss 5.0816 LearningRate 0.0823 Epoch: 1 Global Step: 30960 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:30:22,659-Speed 3350.77 samples/sec Loss 5.1339 LearningRate 0.0823 Epoch: 1 Global Step: 30970 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:25,723-Speed 3343.74 samples/sec Loss 5.0676 LearningRate 0.0823 Epoch: 1 Global Step: 30980 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:28,786-Speed 3343.91 samples/sec Loss 5.0615 LearningRate 0.0823 Epoch: 1 Global Step: 30990 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:31,863-Speed 3327.95 samples/sec Loss 5.1621 LearningRate 0.0823 Epoch: 1 Global Step: 31000 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:34,933-Speed 3336.26 samples/sec Loss 5.0478 LearningRate 0.0823 Epoch: 1 Global Step: 31010 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:38,003-Speed 3336.73 samples/sec Loss 5.1791 LearningRate 0.0823 Epoch: 1 Global Step: 31020 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:41,068-Speed 3341.97 samples/sec Loss 5.0644 LearningRate 0.0823 Epoch: 1 Global Step: 31030 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:44,141-Speed 3332.83 samples/sec Loss 5.1263 LearningRate 0.0823 Epoch: 1 Global Step: 31040 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:47,229-Speed 3317.10 samples/sec Loss 5.0407 LearningRate 0.0823 Epoch: 1 Global Step: 31050 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:50,415-Speed 3214.08 samples/sec Loss 5.0383 LearningRate 0.0823 Epoch: 1 Global Step: 31060 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:30:53,503-Speed 3316.88 samples/sec Loss 4.9688 LearningRate 0.0823 Epoch: 1 Global Step: 31070 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:30:56,575-Speed 3334.62 samples/sec Loss 5.1355 LearningRate 0.0822 Epoch: 1 Global Step: 31080 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:30:59,637-Speed 3344.26 samples/sec Loss 5.0364 LearningRate 0.0822 Epoch: 1 Global Step: 31090 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:02,741-Speed 3300.36 samples/sec Loss 5.1135 LearningRate 0.0822 Epoch: 1 Global Step: 31100 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:05,838-Speed 3307.14 samples/sec Loss 5.0557 LearningRate 0.0822 Epoch: 1 Global Step: 31110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:08,944-Speed 3297.24 samples/sec Loss 5.0419 LearningRate 0.0822 Epoch: 1 Global Step: 31120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:12,018-Speed 3332.23 samples/sec Loss 5.0264 LearningRate 0.0822 Epoch: 1 Global Step: 31130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:15,093-Speed 3331.23 samples/sec Loss 5.0040 LearningRate 0.0822 Epoch: 1 Global Step: 31140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:18,163-Speed 3336.38 samples/sec Loss 5.0567 LearningRate 0.0822 Epoch: 1 Global Step: 31150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:21,287-Speed 3277.68 samples/sec Loss 5.0780 LearningRate 0.0822 Epoch: 1 Global Step: 31160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:24,352-Speed 3342.46 samples/sec Loss 5.0096 LearningRate 0.0822 Epoch: 1 Global Step: 31170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:27,425-Speed 3333.29 samples/sec Loss 5.0925 LearningRate 0.0822 Epoch: 1 Global Step: 31180 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:30,494-Speed 3336.53 samples/sec Loss 5.0691 LearningRate 0.0822 Epoch: 1 Global Step: 31190 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:33,570-Speed 3330.30 samples/sec Loss 5.1171 LearningRate 0.0822 Epoch: 1 Global Step: 31200 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:36,644-Speed 3332.07 samples/sec Loss 5.0444 LearningRate 0.0822 Epoch: 1 Global Step: 31210 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:31:39,717-Speed 3332.80 samples/sec Loss 5.0357 LearningRate 0.0822 Epoch: 1 Global Step: 31220 Fp16 Grad Scale: 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Training: 2022-04-11 02:32:01,307-Speed 3321.99 samples/sec Loss 5.1104 LearningRate 0.0821 Epoch: 1 Global Step: 31290 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:04,394-Speed 3317.84 samples/sec Loss 5.0668 LearningRate 0.0821 Epoch: 1 Global Step: 31300 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:07,463-Speed 3338.51 samples/sec Loss 5.1252 LearningRate 0.0821 Epoch: 1 Global Step: 31310 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:10,554-Speed 3313.17 samples/sec Loss 5.0121 LearningRate 0.0821 Epoch: 1 Global Step: 31320 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:13,646-Speed 3313.52 samples/sec Loss 5.0031 LearningRate 0.0821 Epoch: 1 Global Step: 31330 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:32:16,812-Speed 3234.81 samples/sec Loss 5.0239 LearningRate 0.0821 Epoch: 1 Global Step: 31340 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:32:19,967-Speed 3245.62 samples/sec Loss 5.0849 LearningRate 0.0821 Epoch: 1 Global Step: 31350 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:32:23,144-Speed 3223.65 samples/sec Loss 4.9610 LearningRate 0.0821 Epoch: 1 Global Step: 31360 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:32:26,256-Speed 3291.59 samples/sec Loss 4.9877 LearningRate 0.0821 Epoch: 1 Global Step: 31370 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:32:29,342-Speed 3318.92 samples/sec Loss 5.0842 LearningRate 0.0821 Epoch: 1 Global Step: 31380 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:32:32,508-Speed 3235.12 samples/sec Loss 5.1361 LearningRate 0.0821 Epoch: 1 Global Step: 31390 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:32:35,573-Speed 3341.99 samples/sec Loss 5.0410 LearningRate 0.0821 Epoch: 1 Global Step: 31400 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:38,655-Speed 3323.57 samples/sec Loss 5.0652 LearningRate 0.0821 Epoch: 1 Global Step: 31410 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:41,724-Speed 3337.60 samples/sec Loss 5.0822 LearningRate 0.0821 Epoch: 1 Global Step: 31420 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:44,818-Speed 3310.29 samples/sec Loss 5.1267 LearningRate 0.0821 Epoch: 1 Global Step: 31430 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:47,893-Speed 3330.24 samples/sec Loss 5.0103 LearningRate 0.0821 Epoch: 1 Global Step: 31440 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:50,961-Speed 3338.25 samples/sec Loss 5.0429 LearningRate 0.0820 Epoch: 1 Global Step: 31450 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:54,031-Speed 3337.28 samples/sec Loss 5.1667 LearningRate 0.0820 Epoch: 1 Global Step: 31460 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:32:57,107-Speed 3329.63 samples/sec Loss 4.9972 LearningRate 0.0820 Epoch: 1 Global Step: 31470 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:33:00,179-Speed 3334.04 samples/sec Loss 5.0784 LearningRate 0.0820 Epoch: 1 Global Step: 31480 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:33:03,265-Speed 3318.46 samples/sec Loss 5.0704 LearningRate 0.0820 Epoch: 1 Global Step: 31490 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:33:06,335-Speed 3337.14 samples/sec Loss 5.0983 LearningRate 0.0820 Epoch: 1 Global Step: 31500 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:09,410-Speed 3329.98 samples/sec Loss 4.9986 LearningRate 0.0820 Epoch: 1 Global Step: 31510 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:12,483-Speed 3333.61 samples/sec Loss 4.9967 LearningRate 0.0820 Epoch: 1 Global Step: 31520 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:15,683-Speed 3200.21 samples/sec Loss 5.0569 LearningRate 0.0820 Epoch: 1 Global Step: 31530 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:18,760-Speed 3328.88 samples/sec Loss 5.0603 LearningRate 0.0820 Epoch: 1 Global Step: 31540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:21,954-Speed 3206.21 samples/sec Loss 5.0001 LearningRate 0.0820 Epoch: 1 Global Step: 31550 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:25,069-Speed 3289.02 samples/sec Loss 5.0036 LearningRate 0.0820 Epoch: 1 Global Step: 31560 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:28,144-Speed 3330.64 samples/sec Loss 4.9295 LearningRate 0.0820 Epoch: 1 Global Step: 31570 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:31,242-Speed 3305.88 samples/sec Loss 5.0607 LearningRate 0.0820 Epoch: 1 Global Step: 31580 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:34,319-Speed 3329.11 samples/sec Loss 5.1026 LearningRate 0.0820 Epoch: 1 Global Step: 31590 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:37,379-Speed 3347.09 samples/sec Loss 5.1142 LearningRate 0.0820 Epoch: 1 Global Step: 31600 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:40,483-Speed 3299.70 samples/sec Loss 5.0277 LearningRate 0.0820 Epoch: 1 Global Step: 31610 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:43,567-Speed 3321.31 samples/sec Loss 5.0629 LearningRate 0.0820 Epoch: 1 Global Step: 31620 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:46,725-Speed 3242.46 samples/sec Loss 5.0063 LearningRate 0.0819 Epoch: 1 Global Step: 31630 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:49,807-Speed 3323.82 samples/sec Loss 4.9080 LearningRate 0.0819 Epoch: 1 Global Step: 31640 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:52,884-Speed 3329.20 samples/sec Loss 5.1407 LearningRate 0.0819 Epoch: 1 Global Step: 31650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:55,988-Speed 3299.55 samples/sec Loss 5.0665 LearningRate 0.0819 Epoch: 1 Global Step: 31660 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:33:59,067-Speed 3325.85 samples/sec Loss 4.9136 LearningRate 0.0819 Epoch: 1 Global Step: 31670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:02,134-Speed 3340.13 samples/sec Loss 5.0157 LearningRate 0.0819 Epoch: 1 Global Step: 31680 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:05,236-Speed 3301.61 samples/sec Loss 5.1125 LearningRate 0.0819 Epoch: 1 Global Step: 31690 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:08,286-Speed 3358.53 samples/sec Loss 5.0540 LearningRate 0.0819 Epoch: 1 Global Step: 31700 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:11,399-Speed 3289.73 samples/sec Loss 4.9874 LearningRate 0.0819 Epoch: 1 Global Step: 31710 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:14,551-Speed 3250.03 samples/sec Loss 4.9325 LearningRate 0.0819 Epoch: 1 Global Step: 31720 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:17,650-Speed 3305.28 samples/sec Loss 5.1193 LearningRate 0.0819 Epoch: 1 Global Step: 31730 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:20,821-Speed 3230.24 samples/sec Loss 4.9656 LearningRate 0.0819 Epoch: 1 Global Step: 31740 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:23,918-Speed 3306.61 samples/sec Loss 5.1583 LearningRate 0.0819 Epoch: 1 Global Step: 31750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:26,984-Speed 3341.16 samples/sec Loss 5.0871 LearningRate 0.0819 Epoch: 1 Global Step: 31760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:30,081-Speed 3306.66 samples/sec Loss 5.0492 LearningRate 0.0819 Epoch: 1 Global Step: 31770 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:33,159-Speed 3327.43 samples/sec Loss 4.9964 LearningRate 0.0819 Epoch: 1 Global Step: 31780 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:36,249-Speed 3315.57 samples/sec Loss 5.0089 LearningRate 0.0819 Epoch: 1 Global Step: 31790 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:39,327-Speed 3327.13 samples/sec Loss 4.9839 LearningRate 0.0819 Epoch: 1 Global Step: 31800 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:42,437-Speed 3294.06 samples/sec Loss 4.9802 LearningRate 0.0818 Epoch: 1 Global Step: 31810 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:45,528-Speed 3313.64 samples/sec Loss 5.0112 LearningRate 0.0818 Epoch: 1 Global Step: 31820 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:48,600-Speed 3334.40 samples/sec Loss 4.9860 LearningRate 0.0818 Epoch: 1 Global Step: 31830 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:51,698-Speed 3305.72 samples/sec Loss 5.0583 LearningRate 0.0818 Epoch: 1 Global Step: 31840 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:34:54,774-Speed 3329.25 samples/sec Loss 5.0618 LearningRate 0.0818 Epoch: 1 Global Step: 31850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:34:57,853-Speed 3326.61 samples/sec Loss 5.0024 LearningRate 0.0818 Epoch: 1 Global Step: 31860 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:00,943-Speed 3314.49 samples/sec Loss 5.0409 LearningRate 0.0818 Epoch: 1 Global Step: 31870 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:04,072-Speed 3273.79 samples/sec Loss 5.0899 LearningRate 0.0818 Epoch: 1 Global Step: 31880 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:07,260-Speed 3212.65 samples/sec Loss 5.0349 LearningRate 0.0818 Epoch: 1 Global Step: 31890 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:10,348-Speed 3317.20 samples/sec Loss 4.9939 LearningRate 0.0818 Epoch: 1 Global Step: 31900 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:13,414-Speed 3341.23 samples/sec Loss 4.9360 LearningRate 0.0818 Epoch: 1 Global Step: 31910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:16,503-Speed 3315.05 samples/sec Loss 5.1203 LearningRate 0.0818 Epoch: 1 Global Step: 31920 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:19,619-Speed 3286.98 samples/sec Loss 5.0307 LearningRate 0.0818 Epoch: 1 Global Step: 31930 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:22,722-Speed 3301.28 samples/sec Loss 5.1161 LearningRate 0.0818 Epoch: 1 Global Step: 31940 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:25,818-Speed 3307.55 samples/sec Loss 5.0567 LearningRate 0.0818 Epoch: 1 Global Step: 31950 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:35:28,971-Speed 3248.91 samples/sec Loss 5.0395 LearningRate 0.0818 Epoch: 1 Global Step: 31960 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:35:32,051-Speed 3325.44 samples/sec Loss 5.0046 LearningRate 0.0818 Epoch: 1 Global Step: 31970 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:35:35,110-Speed 3347.66 samples/sec Loss 5.0490 LearningRate 0.0818 Epoch: 1 Global Step: 31980 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:38,174-Speed 3343.02 samples/sec Loss 4.9528 LearningRate 0.0818 Epoch: 1 Global Step: 31990 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:35:41,240-Speed 3341.53 samples/sec Loss 5.0014 LearningRate 0.0817 Epoch: 1 Global Step: 32000 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:36:25,323-[lfw][32000]XNorm: 24.467341 Training: 2022-04-11 02:36:25,324-[lfw][32000]Accuracy-Flip: 0.99683+-0.00337 Training: 2022-04-11 02:36:25,324-[lfw][32000]Accuracy-Highest: 0.99767 Training: 2022-04-11 02:37:16,601-[cfp_fp][32000]XNorm: 22.552203 Training: 2022-04-11 02:37:16,602-[cfp_fp][32000]Accuracy-Flip: 0.97657+-0.00826 Training: 2022-04-11 02:37:16,602-[cfp_fp][32000]Accuracy-Highest: 0.97671 Training: 2022-04-11 02:38:00,650-[agedb_30][32000]XNorm: 24.442474 Training: 2022-04-11 02:38:00,651-[agedb_30][32000]Accuracy-Flip: 0.97667+-0.00606 Training: 2022-04-11 02:38:00,651-[agedb_30][32000]Accuracy-Highest: 0.97667 Training: 2022-04-11 02:38:03,749-Speed 71.86 samples/sec Loss 5.0343 LearningRate 0.0817 Epoch: 1 Global Step: 32010 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:06,877-Speed 3274.64 samples/sec Loss 5.0545 LearningRate 0.0817 Epoch: 1 Global Step: 32020 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:09,949-Speed 3335.38 samples/sec Loss 4.9677 LearningRate 0.0817 Epoch: 1 Global Step: 32030 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:13,056-Speed 3296.61 samples/sec Loss 4.9552 LearningRate 0.0817 Epoch: 1 Global Step: 32040 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:16,110-Speed 3353.03 samples/sec Loss 5.0573 LearningRate 0.0817 Epoch: 1 Global Step: 32050 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:19,166-Speed 3351.29 samples/sec Loss 5.0707 LearningRate 0.0817 Epoch: 1 Global Step: 32060 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:22,223-Speed 3350.65 samples/sec Loss 4.9576 LearningRate 0.0817 Epoch: 1 Global Step: 32070 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:25,388-Speed 3236.63 samples/sec Loss 5.0544 LearningRate 0.0817 Epoch: 1 Global Step: 32080 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:28,616-Speed 3172.72 samples/sec Loss 4.9909 LearningRate 0.0817 Epoch: 1 Global Step: 32090 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:31,826-Speed 3191.22 samples/sec Loss 5.1154 LearningRate 0.0817 Epoch: 1 Global Step: 32100 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:34,883-Speed 3349.85 samples/sec Loss 5.0346 LearningRate 0.0817 Epoch: 1 Global Step: 32110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:37,945-Speed 3345.44 samples/sec Loss 4.9495 LearningRate 0.0817 Epoch: 1 Global Step: 32120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:41,002-Speed 3349.93 samples/sec Loss 5.0905 LearningRate 0.0817 Epoch: 1 Global Step: 32130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:44,069-Speed 3339.98 samples/sec Loss 5.0341 LearningRate 0.0817 Epoch: 1 Global Step: 32140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:47,135-Speed 3340.37 samples/sec Loss 4.9797 LearningRate 0.0817 Epoch: 1 Global Step: 32150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:50,252-Speed 3286.02 samples/sec Loss 4.9924 LearningRate 0.0817 Epoch: 1 Global Step: 32160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:38:53,335-Speed 3321.88 samples/sec Loss 4.9581 LearningRate 0.0817 Epoch: 1 Global Step: 32170 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:38:56,403-Speed 3338.87 samples/sec Loss 4.9315 LearningRate 0.0816 Epoch: 1 Global Step: 32180 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:38:59,469-Speed 3340.64 samples/sec Loss 4.9671 LearningRate 0.0816 Epoch: 1 Global Step: 32190 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:02,573-Speed 3300.41 samples/sec Loss 4.9883 LearningRate 0.0816 Epoch: 1 Global Step: 32200 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:05,641-Speed 3338.54 samples/sec Loss 4.9974 LearningRate 0.0816 Epoch: 1 Global Step: 32210 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:08,706-Speed 3340.68 samples/sec Loss 5.0536 LearningRate 0.0816 Epoch: 1 Global Step: 32220 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:11,774-Speed 3339.13 samples/sec Loss 5.0106 LearningRate 0.0816 Epoch: 1 Global Step: 32230 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:14,839-Speed 3341.19 samples/sec Loss 5.1037 LearningRate 0.0816 Epoch: 1 Global Step: 32240 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:17,916-Speed 3329.25 samples/sec Loss 4.9838 LearningRate 0.0816 Epoch: 1 Global Step: 32250 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:21,032-Speed 3286.87 samples/sec Loss 4.9345 LearningRate 0.0816 Epoch: 1 Global Step: 32260 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:24,116-Speed 3321.53 samples/sec Loss 5.0477 LearningRate 0.0816 Epoch: 1 Global Step: 32270 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:39:27,340-Speed 3177.12 samples/sec Loss 5.0174 LearningRate 0.0816 Epoch: 1 Global Step: 32280 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:39:30,442-Speed 3301.36 samples/sec Loss 4.8993 LearningRate 0.0816 Epoch: 1 Global Step: 32290 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:33,539-Speed 3307.38 samples/sec Loss 5.0202 LearningRate 0.0816 Epoch: 1 Global Step: 32300 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:36,636-Speed 3307.54 samples/sec Loss 4.9646 LearningRate 0.0816 Epoch: 1 Global Step: 32310 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:39,772-Speed 3265.63 samples/sec Loss 4.9539 LearningRate 0.0816 Epoch: 1 Global Step: 32320 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:42,930-Speed 3242.71 samples/sec Loss 4.8836 LearningRate 0.0816 Epoch: 1 Global Step: 32330 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:45,998-Speed 3339.27 samples/sec Loss 4.9911 LearningRate 0.0816 Epoch: 1 Global Step: 32340 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:49,196-Speed 3202.23 samples/sec Loss 4.9892 LearningRate 0.0816 Epoch: 1 Global Step: 32350 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:52,311-Speed 3288.81 samples/sec Loss 5.0143 LearningRate 0.0816 Epoch: 1 Global Step: 32360 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:55,375-Speed 3342.22 samples/sec Loss 4.9902 LearningRate 0.0815 Epoch: 1 Global Step: 32370 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:39:58,490-Speed 3288.36 samples/sec Loss 4.9543 LearningRate 0.0815 Epoch: 1 Global Step: 32380 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:01,687-Speed 3204.12 samples/sec Loss 5.0665 LearningRate 0.0815 Epoch: 1 Global Step: 32390 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:04,765-Speed 3327.73 samples/sec Loss 4.9228 LearningRate 0.0815 Epoch: 1 Global Step: 32400 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:07,830-Speed 3341.69 samples/sec Loss 4.9201 LearningRate 0.0815 Epoch: 1 Global Step: 32410 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:10,878-Speed 3359.73 samples/sec Loss 4.9325 LearningRate 0.0815 Epoch: 1 Global Step: 32420 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:13,933-Speed 3352.90 samples/sec Loss 5.0118 LearningRate 0.0815 Epoch: 1 Global Step: 32430 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:17,104-Speed 3230.57 samples/sec Loss 4.9866 LearningRate 0.0815 Epoch: 1 Global Step: 32440 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:20,160-Speed 3351.76 samples/sec Loss 5.1149 LearningRate 0.0815 Epoch: 1 Global Step: 32450 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:23,233-Speed 3332.93 samples/sec Loss 4.9904 LearningRate 0.0815 Epoch: 1 Global Step: 32460 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:26,301-Speed 3338.15 samples/sec Loss 4.9605 LearningRate 0.0815 Epoch: 1 Global Step: 32470 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:29,365-Speed 3343.23 samples/sec Loss 5.0803 LearningRate 0.0815 Epoch: 1 Global Step: 32480 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:32,459-Speed 3310.19 samples/sec Loss 4.9615 LearningRate 0.0815 Epoch: 1 Global Step: 32490 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:35,524-Speed 3341.60 samples/sec Loss 5.0563 LearningRate 0.0815 Epoch: 1 Global Step: 32500 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:38,581-Speed 3350.46 samples/sec Loss 4.9488 LearningRate 0.0815 Epoch: 1 Global Step: 32510 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:40:41,736-Speed 3246.40 samples/sec Loss 4.9253 LearningRate 0.0815 Epoch: 1 Global Step: 32520 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:44,799-Speed 3344.21 samples/sec Loss 5.0001 LearningRate 0.0815 Epoch: 1 Global Step: 32530 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:47,866-Speed 3339.94 samples/sec Loss 4.9722 LearningRate 0.0815 Epoch: 1 Global Step: 32540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:50,926-Speed 3346.65 samples/sec Loss 4.9639 LearningRate 0.0814 Epoch: 1 Global Step: 32550 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:54,028-Speed 3301.98 samples/sec Loss 4.8703 LearningRate 0.0814 Epoch: 1 Global Step: 32560 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:40:57,083-Speed 3352.61 samples/sec Loss 4.9699 LearningRate 0.0814 Epoch: 1 Global Step: 32570 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:00,154-Speed 3336.20 samples/sec Loss 4.9003 LearningRate 0.0814 Epoch: 1 Global Step: 32580 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:03,229-Speed 3329.91 samples/sec Loss 5.0211 LearningRate 0.0814 Epoch: 1 Global Step: 32590 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:06,294-Speed 3341.89 samples/sec Loss 4.9340 LearningRate 0.0814 Epoch: 1 Global Step: 32600 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:09,444-Speed 3251.80 samples/sec Loss 4.8610 LearningRate 0.0814 Epoch: 1 Global Step: 32610 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:12,521-Speed 3328.59 samples/sec Loss 4.9541 LearningRate 0.0814 Epoch: 1 Global Step: 32620 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:15,589-Speed 3339.19 samples/sec Loss 4.8965 LearningRate 0.0814 Epoch: 1 Global Step: 32630 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:18,658-Speed 3337.35 samples/sec Loss 4.9087 LearningRate 0.0814 Epoch: 1 Global Step: 32640 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:21,726-Speed 3338.79 samples/sec Loss 4.9411 LearningRate 0.0814 Epoch: 1 Global Step: 32650 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:24,848-Speed 3280.71 samples/sec Loss 5.0359 LearningRate 0.0814 Epoch: 1 Global Step: 32660 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:27,953-Speed 3297.84 samples/sec Loss 4.8462 LearningRate 0.0814 Epoch: 1 Global Step: 32670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:31,049-Speed 3308.57 samples/sec Loss 4.9695 LearningRate 0.0814 Epoch: 1 Global Step: 32680 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:34,113-Speed 3342.28 samples/sec Loss 5.1215 LearningRate 0.0814 Epoch: 1 Global Step: 32690 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:37,181-Speed 3339.54 samples/sec Loss 4.9793 LearningRate 0.0814 Epoch: 1 Global Step: 32700 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:40,236-Speed 3352.29 samples/sec Loss 4.9621 LearningRate 0.0814 Epoch: 1 Global Step: 32710 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:43,294-Speed 3349.88 samples/sec Loss 5.0198 LearningRate 0.0814 Epoch: 1 Global Step: 32720 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:46,365-Speed 3334.71 samples/sec Loss 4.9905 LearningRate 0.0814 Epoch: 1 Global Step: 32730 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:49,426-Speed 3346.28 samples/sec Loss 4.9533 LearningRate 0.0813 Epoch: 1 Global Step: 32740 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:41:52,493-Speed 3340.11 samples/sec Loss 4.8850 LearningRate 0.0813 Epoch: 1 Global Step: 32750 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:55,565-Speed 3333.79 samples/sec Loss 4.8644 LearningRate 0.0813 Epoch: 1 Global Step: 32760 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:41:58,627-Speed 3345.64 samples/sec Loss 4.9707 LearningRate 0.0813 Epoch: 1 Global Step: 32770 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:01,698-Speed 3334.43 samples/sec Loss 4.9295 LearningRate 0.0813 Epoch: 1 Global Step: 32780 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:04,774-Speed 3331.01 samples/sec Loss 4.8698 LearningRate 0.0813 Epoch: 1 Global Step: 32790 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:07,836-Speed 3344.77 samples/sec Loss 5.0200 LearningRate 0.0813 Epoch: 1 Global Step: 32800 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:10,912-Speed 3329.83 samples/sec Loss 4.8688 LearningRate 0.0813 Epoch: 1 Global Step: 32810 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:14,003-Speed 3312.91 samples/sec Loss 4.9368 LearningRate 0.0813 Epoch: 1 Global Step: 32820 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:17,075-Speed 3334.40 samples/sec Loss 4.9022 LearningRate 0.0813 Epoch: 1 Global Step: 32830 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:20,132-Speed 3350.39 samples/sec Loss 4.9531 LearningRate 0.0813 Epoch: 1 Global Step: 32840 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:42:23,270-Speed 3263.69 samples/sec Loss 4.9474 LearningRate 0.0813 Epoch: 1 Global Step: 32850 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:26,352-Speed 3323.39 samples/sec Loss 4.8666 LearningRate 0.0813 Epoch: 1 Global Step: 32860 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:29,465-Speed 3290.05 samples/sec Loss 4.9268 LearningRate 0.0813 Epoch: 1 Global Step: 32870 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:32,605-Speed 3262.88 samples/sec Loss 5.0394 LearningRate 0.0813 Epoch: 1 Global Step: 32880 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:35,660-Speed 3352.08 samples/sec Loss 4.8992 LearningRate 0.0813 Epoch: 1 Global Step: 32890 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:38,717-Speed 3351.37 samples/sec Loss 4.8997 LearningRate 0.0813 Epoch: 1 Global Step: 32900 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:41,774-Speed 3350.43 samples/sec Loss 4.8363 LearningRate 0.0813 Epoch: 1 Global Step: 32910 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:44,868-Speed 3309.93 samples/sec Loss 4.9493 LearningRate 0.0812 Epoch: 1 Global Step: 32920 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:47,969-Speed 3302.52 samples/sec Loss 4.9328 LearningRate 0.0812 Epoch: 1 Global Step: 32930 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:51,104-Speed 3267.23 samples/sec Loss 4.9125 LearningRate 0.0812 Epoch: 1 Global Step: 32940 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:42:54,217-Speed 3290.09 samples/sec Loss 4.8852 LearningRate 0.0812 Epoch: 1 Global Step: 32950 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:42:57,285-Speed 3338.13 samples/sec Loss 4.8638 LearningRate 0.0812 Epoch: 1 Global Step: 32960 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:43:00,345-Speed 3347.97 samples/sec Loss 4.8831 LearningRate 0.0812 Epoch: 1 Global Step: 32970 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:03,403-Speed 3349.96 samples/sec Loss 4.8797 LearningRate 0.0812 Epoch: 1 Global Step: 32980 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:06,466-Speed 3343.19 samples/sec Loss 4.9928 LearningRate 0.0812 Epoch: 1 Global Step: 32990 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:09,522-Speed 3351.73 samples/sec Loss 4.9148 LearningRate 0.0812 Epoch: 1 Global Step: 33000 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:12,592-Speed 3336.81 samples/sec Loss 4.9141 LearningRate 0.0812 Epoch: 1 Global Step: 33010 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:15,657-Speed 3341.68 samples/sec Loss 4.9118 LearningRate 0.0812 Epoch: 1 Global Step: 33020 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:18,718-Speed 3346.07 samples/sec Loss 4.8624 LearningRate 0.0812 Epoch: 1 Global Step: 33030 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:21,780-Speed 3344.51 samples/sec Loss 4.9368 LearningRate 0.0812 Epoch: 1 Global Step: 33040 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:24,871-Speed 3313.51 samples/sec Loss 4.9561 LearningRate 0.0812 Epoch: 1 Global Step: 33050 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:27,930-Speed 3349.08 samples/sec Loss 4.8489 LearningRate 0.0812 Epoch: 1 Global Step: 33060 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:30,988-Speed 3349.14 samples/sec Loss 4.8376 LearningRate 0.0812 Epoch: 1 Global Step: 33070 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:34,058-Speed 3336.07 samples/sec Loss 4.9420 LearningRate 0.0812 Epoch: 1 Global Step: 33080 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:37,136-Speed 3327.93 samples/sec Loss 4.8586 LearningRate 0.0812 Epoch: 1 Global Step: 33090 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:43:40,218-Speed 3323.41 samples/sec Loss 4.8578 LearningRate 0.0812 Epoch: 1 Global Step: 33100 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:43,370-Speed 3249.50 samples/sec Loss 4.9130 LearningRate 0.0811 Epoch: 1 Global Step: 33110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:46,457-Speed 3316.89 samples/sec Loss 5.0010 LearningRate 0.0811 Epoch: 1 Global Step: 33120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:49,530-Speed 3334.13 samples/sec Loss 4.8655 LearningRate 0.0811 Epoch: 1 Global Step: 33130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:52,593-Speed 3342.79 samples/sec Loss 4.8505 LearningRate 0.0811 Epoch: 1 Global Step: 33140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:55,663-Speed 3337.52 samples/sec Loss 4.8566 LearningRate 0.0811 Epoch: 1 Global Step: 33150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:43:58,734-Speed 3335.15 samples/sec Loss 4.9078 LearningRate 0.0811 Epoch: 1 Global Step: 33160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:01,820-Speed 3318.38 samples/sec Loss 4.8779 LearningRate 0.0811 Epoch: 1 Global Step: 33170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:04,880-Speed 3347.27 samples/sec Loss 4.9298 LearningRate 0.0811 Epoch: 1 Global Step: 33180 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:07,943-Speed 3343.94 samples/sec Loss 4.9587 LearningRate 0.0811 Epoch: 1 Global Step: 33190 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:11,044-Speed 3302.65 samples/sec Loss 4.9783 LearningRate 0.0811 Epoch: 1 Global Step: 33200 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:44:14,129-Speed 3320.29 samples/sec Loss 4.9165 LearningRate 0.0811 Epoch: 1 Global Step: 33210 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:44:17,217-Speed 3317.28 samples/sec Loss 4.9702 LearningRate 0.0811 Epoch: 1 Global Step: 33220 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:20,365-Speed 3253.70 samples/sec Loss 4.9283 LearningRate 0.0811 Epoch: 1 Global Step: 33230 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:23,437-Speed 3333.76 samples/sec Loss 4.9657 LearningRate 0.0811 Epoch: 1 Global Step: 33240 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:26,511-Speed 3332.75 samples/sec Loss 4.8555 LearningRate 0.0811 Epoch: 1 Global Step: 33250 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:29,597-Speed 3318.59 samples/sec Loss 4.9311 LearningRate 0.0811 Epoch: 1 Global Step: 33260 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:32,668-Speed 3334.68 samples/sec Loss 4.8814 LearningRate 0.0811 Epoch: 1 Global Step: 33270 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:35,748-Speed 3325.87 samples/sec Loss 4.9273 LearningRate 0.0811 Epoch: 1 Global Step: 33280 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:38,818-Speed 3336.00 samples/sec Loss 4.9983 LearningRate 0.0810 Epoch: 1 Global Step: 33290 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:44:41,879-Speed 3346.69 samples/sec Loss 4.9413 LearningRate 0.0810 Epoch: 1 Global Step: 33300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:44:44,948-Speed 3337.54 samples/sec Loss 4.9371 LearningRate 0.0810 Epoch: 1 Global Step: 33310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:44:48,017-Speed 3337.30 samples/sec Loss 4.8478 LearningRate 0.0810 Epoch: 1 Global Step: 33320 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 02:44:51,077-Speed 3346.53 samples/sec Loss 4.9679 LearningRate 0.0810 Epoch: 1 Global Step: 33330 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:44:54,140-Speed 3344.46 samples/sec Loss 4.8156 LearningRate 0.0810 Epoch: 1 Global Step: 33340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:44:57,202-Speed 3344.77 samples/sec Loss 4.8842 LearningRate 0.0810 Epoch: 1 Global Step: 33350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:45:00,270-Speed 3338.33 samples/sec Loss 4.8390 LearningRate 0.0810 Epoch: 1 Global Step: 33360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:45:03,371-Speed 3303.31 samples/sec Loss 4.8343 LearningRate 0.0810 Epoch: 1 Global Step: 33370 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:45:06,681-Speed 3094.10 samples/sec Loss 4.8396 LearningRate 0.0810 Epoch: 1 Global Step: 33380 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:45:37,670-Speed 330.45 samples/sec Loss 4.4032 LearningRate 0.0810 Epoch: 2 Global Step: 33390 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:45:40,811-Speed 3261.48 samples/sec Loss 4.2495 LearningRate 0.0810 Epoch: 2 Global Step: 33400 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:45:43,877-Speed 3340.22 samples/sec Loss 4.2460 LearningRate 0.0810 Epoch: 2 Global Step: 33410 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:45:46,961-Speed 3321.83 samples/sec Loss 4.2905 LearningRate 0.0810 Epoch: 2 Global Step: 33420 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:45:50,077-Speed 3287.99 samples/sec Loss 4.1882 LearningRate 0.0810 Epoch: 2 Global Step: 33430 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:45:53,154-Speed 3327.62 samples/sec Loss 4.2180 LearningRate 0.0810 Epoch: 2 Global Step: 33440 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:45:56,255-Speed 3303.04 samples/sec Loss 4.1738 LearningRate 0.0810 Epoch: 2 Global Step: 33450 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:45:59,319-Speed 3342.97 samples/sec Loss 4.2781 LearningRate 0.0810 Epoch: 2 Global Step: 33460 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:46:02,432-Speed 3290.23 samples/sec Loss 4.2436 LearningRate 0.0810 Epoch: 2 Global Step: 33470 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:05,505-Speed 3333.29 samples/sec Loss 4.2525 LearningRate 0.0809 Epoch: 2 Global Step: 33480 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:08,669-Speed 3237.80 samples/sec Loss 4.3760 LearningRate 0.0809 Epoch: 2 Global Step: 33490 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:12,400-Speed 2745.05 samples/sec Loss 4.2579 LearningRate 0.0809 Epoch: 2 Global Step: 33500 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:15,538-Speed 3264.62 samples/sec Loss 4.2638 LearningRate 0.0809 Epoch: 2 Global Step: 33510 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:18,824-Speed 3116.73 samples/sec Loss 4.3011 LearningRate 0.0809 Epoch: 2 Global Step: 33520 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:21,894-Speed 3335.57 samples/sec Loss 4.3017 LearningRate 0.0809 Epoch: 2 Global Step: 33530 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:24,975-Speed 3325.00 samples/sec Loss 4.2541 LearningRate 0.0809 Epoch: 2 Global Step: 33540 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:28,040-Speed 3342.33 samples/sec Loss 4.2005 LearningRate 0.0809 Epoch: 2 Global Step: 33550 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:46:31,128-Speed 3316.35 samples/sec Loss 4.2912 LearningRate 0.0809 Epoch: 2 Global Step: 33560 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:46:34,205-Speed 3328.34 samples/sec Loss 4.2828 LearningRate 0.0809 Epoch: 2 Global Step: 33570 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 02:46:37,270-Speed 3342.54 samples/sec Loss 4.3513 LearningRate 0.0809 Epoch: 2 Global Step: 33580 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 02:46:40,326-Speed 3352.86 samples/sec Loss 4.2431 LearningRate 0.0809 Epoch: 2 Global Step: 33590 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:46:43,421-Speed 3308.62 samples/sec Loss 4.2333 LearningRate 0.0809 Epoch: 2 Global Step: 33600 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:46:46,545-Speed 3278.99 samples/sec Loss 4.2629 LearningRate 0.0809 Epoch: 2 Global Step: 33610 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:46:49,664-Speed 3283.34 samples/sec Loss 4.2897 LearningRate 0.0809 Epoch: 2 Global Step: 33620 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:46:52,746-Speed 3323.59 samples/sec Loss 4.3026 LearningRate 0.0809 Epoch: 2 Global Step: 33630 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:46:55,828-Speed 3324.30 samples/sec Loss 4.3382 LearningRate 0.0809 Epoch: 2 Global Step: 33640 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:46:58,905-Speed 3328.97 samples/sec Loss 4.2951 LearningRate 0.0809 Epoch: 2 Global Step: 33650 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:01,981-Speed 3330.04 samples/sec Loss 4.2739 LearningRate 0.0809 Epoch: 2 Global Step: 33660 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:05,109-Speed 3274.14 samples/sec Loss 4.2354 LearningRate 0.0808 Epoch: 2 Global Step: 33670 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:08,207-Speed 3306.71 samples/sec Loss 4.2289 LearningRate 0.0808 Epoch: 2 Global Step: 33680 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:11,310-Speed 3302.42 samples/sec Loss 4.2031 LearningRate 0.0808 Epoch: 2 Global Step: 33690 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:14,389-Speed 3326.09 samples/sec Loss 4.2736 LearningRate 0.0808 Epoch: 2 Global Step: 33700 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:47:17,473-Speed 3321.91 samples/sec Loss 4.2701 LearningRate 0.0808 Epoch: 2 Global Step: 33710 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:47:20,533-Speed 3346.82 samples/sec Loss 4.1648 LearningRate 0.0808 Epoch: 2 Global Step: 33720 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:23,607-Speed 3332.37 samples/sec Loss 4.3491 LearningRate 0.0808 Epoch: 2 Global Step: 33730 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:26,690-Speed 3321.48 samples/sec Loss 4.2187 LearningRate 0.0808 Epoch: 2 Global Step: 33740 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:29,777-Speed 3318.36 samples/sec Loss 4.3242 LearningRate 0.0808 Epoch: 2 Global Step: 33750 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:32,874-Speed 3307.43 samples/sec Loss 4.2137 LearningRate 0.0808 Epoch: 2 Global Step: 33760 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:35,961-Speed 3317.74 samples/sec Loss 4.3012 LearningRate 0.0808 Epoch: 2 Global Step: 33770 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:39,044-Speed 3322.92 samples/sec Loss 4.3181 LearningRate 0.0808 Epoch: 2 Global Step: 33780 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:42,113-Speed 3337.59 samples/sec Loss 4.3803 LearningRate 0.0808 Epoch: 2 Global Step: 33790 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:45,186-Speed 3333.44 samples/sec Loss 4.3371 LearningRate 0.0808 Epoch: 2 Global Step: 33800 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:48,258-Speed 3334.04 samples/sec Loss 4.3064 LearningRate 0.0808 Epoch: 2 Global Step: 33810 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:47:51,326-Speed 3338.43 samples/sec Loss 4.3095 LearningRate 0.0808 Epoch: 2 Global Step: 33820 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:47:54,398-Speed 3333.40 samples/sec Loss 4.3320 LearningRate 0.0808 Epoch: 2 Global Step: 33830 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:47:57,486-Speed 3317.07 samples/sec Loss 4.2992 LearningRate 0.0808 Epoch: 2 Global Step: 33840 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:00,623-Speed 3264.98 samples/sec Loss 4.3329 LearningRate 0.0807 Epoch: 2 Global Step: 33850 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:03,701-Speed 3328.27 samples/sec Loss 4.2707 LearningRate 0.0807 Epoch: 2 Global Step: 33860 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:06,813-Speed 3291.30 samples/sec Loss 4.3794 LearningRate 0.0807 Epoch: 2 Global Step: 33870 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:09,907-Speed 3310.53 samples/sec Loss 4.3106 LearningRate 0.0807 Epoch: 2 Global Step: 33880 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:12,975-Speed 3338.41 samples/sec Loss 4.3522 LearningRate 0.0807 Epoch: 2 Global Step: 33890 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:16,057-Speed 3322.86 samples/sec Loss 4.2661 LearningRate 0.0807 Epoch: 2 Global Step: 33900 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:19,143-Speed 3318.62 samples/sec Loss 4.3223 LearningRate 0.0807 Epoch: 2 Global Step: 33910 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:22,218-Speed 3331.37 samples/sec Loss 4.3352 LearningRate 0.0807 Epoch: 2 Global Step: 33920 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:25,322-Speed 3298.99 samples/sec Loss 4.3234 LearningRate 0.0807 Epoch: 2 Global Step: 33930 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:28,471-Speed 3253.23 samples/sec Loss 4.4169 LearningRate 0.0807 Epoch: 2 Global Step: 33940 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:31,600-Speed 3273.59 samples/sec Loss 4.2595 LearningRate 0.0807 Epoch: 2 Global Step: 33950 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:34,681-Speed 3324.30 samples/sec Loss 4.1973 LearningRate 0.0807 Epoch: 2 Global Step: 33960 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:37,758-Speed 3328.72 samples/sec Loss 4.3554 LearningRate 0.0807 Epoch: 2 Global Step: 33970 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:40,833-Speed 3331.46 samples/sec Loss 4.3579 LearningRate 0.0807 Epoch: 2 Global Step: 33980 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:43,898-Speed 3341.60 samples/sec Loss 4.2679 LearningRate 0.0807 Epoch: 2 Global Step: 33990 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:48:46,973-Speed 3330.87 samples/sec Loss 4.4101 LearningRate 0.0807 Epoch: 2 Global Step: 34000 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:49:31,165-[lfw][34000]XNorm: 24.389967 Training: 2022-04-11 02:49:31,166-[lfw][34000]Accuracy-Flip: 0.99733+-0.00281 Training: 2022-04-11 02:49:31,166-[lfw][34000]Accuracy-Highest: 0.99767 Training: 2022-04-11 02:50:22,431-[cfp_fp][34000]XNorm: 22.961980 Training: 2022-04-11 02:50:22,432-[cfp_fp][34000]Accuracy-Flip: 0.97757+-0.00655 Training: 2022-04-11 02:50:22,432-[cfp_fp][34000]Accuracy-Highest: 0.97757 Training: 2022-04-11 02:51:06,587-[agedb_30][34000]XNorm: 24.284009 Training: 2022-04-11 02:51:06,587-[agedb_30][34000]Accuracy-Flip: 0.97433+-0.00593 Training: 2022-04-11 02:51:06,588-[agedb_30][34000]Accuracy-Highest: 0.97667 Training: 2022-04-11 02:51:09,680-Speed 71.76 samples/sec Loss 4.3774 LearningRate 0.0807 Epoch: 2 Global Step: 34010 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:12,743-Speed 3343.96 samples/sec Loss 4.3748 LearningRate 0.0807 Epoch: 2 Global Step: 34020 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:51:15,816-Speed 3332.99 samples/sec Loss 4.3481 LearningRate 0.0807 Epoch: 2 Global Step: 34030 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:51:18,900-Speed 3321.10 samples/sec Loss 4.3763 LearningRate 0.0806 Epoch: 2 Global Step: 34040 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:21,984-Speed 3321.21 samples/sec Loss 4.3011 LearningRate 0.0806 Epoch: 2 Global Step: 34050 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:25,050-Speed 3339.91 samples/sec Loss 4.3808 LearningRate 0.0806 Epoch: 2 Global Step: 34060 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:28,141-Speed 3314.48 samples/sec Loss 4.3396 LearningRate 0.0806 Epoch: 2 Global Step: 34070 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:31,205-Speed 3343.11 samples/sec Loss 4.3250 LearningRate 0.0806 Epoch: 2 Global Step: 34080 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:34,268-Speed 3343.85 samples/sec Loss 4.3706 LearningRate 0.0806 Epoch: 2 Global Step: 34090 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:37,330-Speed 3345.33 samples/sec Loss 4.3097 LearningRate 0.0806 Epoch: 2 Global Step: 34100 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:40,394-Speed 3342.50 samples/sec Loss 4.3783 LearningRate 0.0806 Epoch: 2 Global Step: 34110 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:43,471-Speed 3328.37 samples/sec Loss 4.3339 LearningRate 0.0806 Epoch: 2 Global Step: 34120 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:46,554-Speed 3321.89 samples/sec Loss 4.3099 LearningRate 0.0806 Epoch: 2 Global Step: 34130 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:49,634-Speed 3325.80 samples/sec Loss 4.2901 LearningRate 0.0806 Epoch: 2 Global Step: 34140 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:52,743-Speed 3294.89 samples/sec Loss 4.2557 LearningRate 0.0806 Epoch: 2 Global Step: 34150 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:55,843-Speed 3303.47 samples/sec Loss 4.3558 LearningRate 0.0806 Epoch: 2 Global Step: 34160 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:51:58,919-Speed 3330.12 samples/sec Loss 4.4086 LearningRate 0.0806 Epoch: 2 Global Step: 34170 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:01,994-Speed 3331.30 samples/sec Loss 4.3570 LearningRate 0.0806 Epoch: 2 Global Step: 34180 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:05,064-Speed 3335.44 samples/sec Loss 4.2837 LearningRate 0.0806 Epoch: 2 Global Step: 34190 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:08,130-Speed 3341.11 samples/sec Loss 4.3529 LearningRate 0.0806 Epoch: 2 Global Step: 34200 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:11,196-Speed 3340.93 samples/sec Loss 4.2633 LearningRate 0.0806 Epoch: 2 Global Step: 34210 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:14,277-Speed 3324.37 samples/sec Loss 4.4200 LearningRate 0.0805 Epoch: 2 Global Step: 34220 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:17,380-Speed 3300.35 samples/sec Loss 4.3649 LearningRate 0.0805 Epoch: 2 Global Step: 34230 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:20,446-Speed 3340.65 samples/sec Loss 4.3332 LearningRate 0.0805 Epoch: 2 Global Step: 34240 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:52:23,506-Speed 3347.36 samples/sec Loss 4.3926 LearningRate 0.0805 Epoch: 2 Global Step: 34250 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:52:26,608-Speed 3301.60 samples/sec Loss 4.3460 LearningRate 0.0805 Epoch: 2 Global Step: 34260 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:29,704-Speed 3308.30 samples/sec Loss 4.3082 LearningRate 0.0805 Epoch: 2 Global Step: 34270 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:32,789-Speed 3320.31 samples/sec Loss 4.4378 LearningRate 0.0805 Epoch: 2 Global Step: 34280 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:52:35,860-Speed 3335.91 samples/sec Loss 4.3860 LearningRate 0.0805 Epoch: 2 Global Step: 34290 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:52:39,000-Speed 3261.68 samples/sec Loss 4.3201 LearningRate 0.0805 Epoch: 2 Global Step: 34300 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:52:42,215-Speed 3185.95 samples/sec Loss 4.4374 LearningRate 0.0805 Epoch: 2 Global Step: 34310 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:52:45,273-Speed 3348.89 samples/sec Loss 4.4041 LearningRate 0.0805 Epoch: 2 Global Step: 34320 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:52:48,332-Speed 3349.29 samples/sec Loss 4.2430 LearningRate 0.0805 Epoch: 2 Global Step: 34330 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:52:51,409-Speed 3327.65 samples/sec Loss 4.4428 LearningRate 0.0805 Epoch: 2 Global Step: 34340 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:52:54,542-Speed 3269.53 samples/sec Loss 4.4049 LearningRate 0.0805 Epoch: 2 Global Step: 34350 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:52:57,656-Speed 3289.23 samples/sec Loss 4.3086 LearningRate 0.0805 Epoch: 2 Global Step: 34360 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:00,722-Speed 3341.27 samples/sec Loss 4.2161 LearningRate 0.0805 Epoch: 2 Global Step: 34370 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:03,786-Speed 3342.59 samples/sec Loss 4.3433 LearningRate 0.0805 Epoch: 2 Global Step: 34380 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:06,878-Speed 3313.07 samples/sec Loss 4.3841 LearningRate 0.0805 Epoch: 2 Global Step: 34390 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:53:09,992-Speed 3288.75 samples/sec Loss 4.4438 LearningRate 0.0805 Epoch: 2 Global Step: 34400 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:53:13,126-Speed 3268.56 samples/sec Loss 4.4332 LearningRate 0.0804 Epoch: 2 Global Step: 34410 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:53:16,209-Speed 3322.61 samples/sec Loss 4.4751 LearningRate 0.0804 Epoch: 2 Global Step: 34420 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:53:19,280-Speed 3335.03 samples/sec Loss 4.3869 LearningRate 0.0804 Epoch: 2 Global Step: 34430 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:53:22,342-Speed 3345.10 samples/sec Loss 4.4084 LearningRate 0.0804 Epoch: 2 Global Step: 34440 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:53:25,433-Speed 3313.94 samples/sec Loss 4.4681 LearningRate 0.0804 Epoch: 2 Global Step: 34450 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:53:28,515-Speed 3322.91 samples/sec Loss 4.3912 LearningRate 0.0804 Epoch: 2 Global Step: 34460 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:31,580-Speed 3342.03 samples/sec Loss 4.3839 LearningRate 0.0804 Epoch: 2 Global Step: 34470 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:34,639-Speed 3348.16 samples/sec Loss 4.5006 LearningRate 0.0804 Epoch: 2 Global Step: 34480 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:37,705-Speed 3341.34 samples/sec Loss 4.4788 LearningRate 0.0804 Epoch: 2 Global Step: 34490 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:40,766-Speed 3346.46 samples/sec Loss 4.4183 LearningRate 0.0804 Epoch: 2 Global Step: 34500 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:43,844-Speed 3326.59 samples/sec Loss 4.3937 LearningRate 0.0804 Epoch: 2 Global Step: 34510 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:46,934-Speed 3314.64 samples/sec Loss 4.5067 LearningRate 0.0804 Epoch: 2 Global Step: 34520 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:50,000-Speed 3340.90 samples/sec Loss 4.4424 LearningRate 0.0804 Epoch: 2 Global Step: 34530 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:53,073-Speed 3333.83 samples/sec Loss 4.4271 LearningRate 0.0804 Epoch: 2 Global Step: 34540 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:56,145-Speed 3334.41 samples/sec Loss 4.4866 LearningRate 0.0804 Epoch: 2 Global Step: 34550 Fp16 Grad Scale: 65536 Required: 32 hours Training: 2022-04-11 02:53:59,206-Speed 3346.29 samples/sec Loss 4.4221 LearningRate 0.0804 Epoch: 2 Global Step: 34560 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:02,327-Speed 3280.78 samples/sec Loss 4.4767 LearningRate 0.0804 Epoch: 2 Global Step: 34570 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:05,394-Speed 3339.82 samples/sec Loss 4.3778 LearningRate 0.0804 Epoch: 2 Global Step: 34580 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:08,452-Speed 3349.43 samples/sec Loss 4.4607 LearningRate 0.0803 Epoch: 2 Global Step: 34590 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:11,531-Speed 3326.40 samples/sec Loss 4.4684 LearningRate 0.0803 Epoch: 2 Global Step: 34600 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:14,658-Speed 3274.87 samples/sec Loss 4.4023 LearningRate 0.0803 Epoch: 2 Global Step: 34610 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:17,730-Speed 3334.71 samples/sec Loss 4.4466 LearningRate 0.0803 Epoch: 2 Global Step: 34620 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:20,805-Speed 3331.20 samples/sec Loss 4.3809 LearningRate 0.0803 Epoch: 2 Global Step: 34630 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:23,911-Speed 3297.83 samples/sec Loss 4.4263 LearningRate 0.0803 Epoch: 2 Global Step: 34640 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:26,985-Speed 3332.12 samples/sec Loss 4.4051 LearningRate 0.0803 Epoch: 2 Global Step: 34650 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:30,062-Speed 3328.12 samples/sec Loss 4.3538 LearningRate 0.0803 Epoch: 2 Global Step: 34660 Fp16 Grad Scale: 262144 Required: 32 hours Training: 2022-04-11 02:54:33,126-Speed 3342.54 samples/sec Loss 4.4721 LearningRate 0.0803 Epoch: 2 Global Step: 34670 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:36,188-Speed 3345.78 samples/sec Loss 4.4826 LearningRate 0.0803 Epoch: 2 Global Step: 34680 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:39,251-Speed 3343.30 samples/sec Loss 4.3487 LearningRate 0.0803 Epoch: 2 Global Step: 34690 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:42,322-Speed 3335.42 samples/sec Loss 4.3686 LearningRate 0.0803 Epoch: 2 Global Step: 34700 Fp16 Grad Scale: 131072 Required: 32 hours Training: 2022-04-11 02:54:45,383-Speed 3345.89 samples/sec Loss 4.4391 LearningRate 0.0803 Epoch: 2 Global Step: 34710 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:54:48,462-Speed 3327.36 samples/sec Loss 4.4111 LearningRate 0.0803 Epoch: 2 Global Step: 34720 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:54:51,524-Speed 3345.30 samples/sec Loss 4.5014 LearningRate 0.0803 Epoch: 2 Global Step: 34730 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:54:54,607-Speed 3321.84 samples/sec Loss 4.4336 LearningRate 0.0803 Epoch: 2 Global Step: 34740 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:54:57,666-Speed 3347.53 samples/sec Loss 4.4722 LearningRate 0.0803 Epoch: 2 Global Step: 34750 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:55:00,764-Speed 3306.38 samples/sec Loss 4.4859 LearningRate 0.0803 Epoch: 2 Global Step: 34760 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:55:03,839-Speed 3331.40 samples/sec Loss 4.4589 LearningRate 0.0803 Epoch: 2 Global Step: 34770 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:55:06,898-Speed 3348.15 samples/sec Loss 4.4585 LearningRate 0.0802 Epoch: 2 Global Step: 34780 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:55:09,976-Speed 3327.57 samples/sec Loss 4.4189 LearningRate 0.0802 Epoch: 2 Global Step: 34790 Fp16 Grad Scale: 32768 Required: 32 hours Training: 2022-04-11 02:55:13,094-Speed 3284.59 samples/sec Loss 4.4668 LearningRate 0.0802 Epoch: 2 Global Step: 34800 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:55:16,177-Speed 3322.21 samples/sec Loss 4.4786 LearningRate 0.0802 Epoch: 2 Global Step: 34810 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:19,366-Speed 3212.44 samples/sec Loss 4.3921 LearningRate 0.0802 Epoch: 2 Global Step: 34820 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:22,499-Speed 3269.11 samples/sec Loss 4.4015 LearningRate 0.0802 Epoch: 2 Global Step: 34830 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:25,559-Speed 3346.83 samples/sec Loss 4.5770 LearningRate 0.0802 Epoch: 2 Global Step: 34840 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:28,623-Speed 3342.99 samples/sec Loss 4.4233 LearningRate 0.0802 Epoch: 2 Global Step: 34850 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:31,691-Speed 3337.63 samples/sec Loss 4.5317 LearningRate 0.0802 Epoch: 2 Global Step: 34860 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:34,754-Speed 3344.12 samples/sec Loss 4.5202 LearningRate 0.0802 Epoch: 2 Global Step: 34870 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:37,844-Speed 3314.56 samples/sec Loss 4.5077 LearningRate 0.0802 Epoch: 2 Global Step: 34880 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:40,921-Speed 3329.44 samples/sec Loss 4.4391 LearningRate 0.0802 Epoch: 2 Global Step: 34890 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:43,988-Speed 3339.47 samples/sec Loss 4.3793 LearningRate 0.0802 Epoch: 2 Global Step: 34900 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:47,047-Speed 3347.93 samples/sec Loss 4.4385 LearningRate 0.0802 Epoch: 2 Global Step: 34910 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:55:50,120-Speed 3333.47 samples/sec Loss 4.4184 LearningRate 0.0802 Epoch: 2 Global Step: 34920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:53,207-Speed 3317.91 samples/sec Loss 4.4692 LearningRate 0.0802 Epoch: 2 Global Step: 34930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:56,283-Speed 3329.19 samples/sec Loss 4.4085 LearningRate 0.0802 Epoch: 2 Global Step: 34940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:55:59,356-Speed 3333.90 samples/sec Loss 4.3492 LearningRate 0.0802 Epoch: 2 Global Step: 34950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:02,444-Speed 3316.66 samples/sec Loss 4.4218 LearningRate 0.0802 Epoch: 2 Global Step: 34960 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:05,525-Speed 3323.94 samples/sec Loss 4.5240 LearningRate 0.0801 Epoch: 2 Global Step: 34970 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:08,595-Speed 3335.86 samples/sec Loss 4.4973 LearningRate 0.0801 Epoch: 2 Global Step: 34980 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:11,670-Speed 3331.67 samples/sec Loss 4.4412 LearningRate 0.0801 Epoch: 2 Global Step: 34990 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:14,771-Speed 3303.19 samples/sec Loss 4.4029 LearningRate 0.0801 Epoch: 2 Global Step: 35000 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:17,948-Speed 3223.38 samples/sec Loss 4.3765 LearningRate 0.0801 Epoch: 2 Global Step: 35010 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:21,036-Speed 3316.83 samples/sec Loss 4.4481 LearningRate 0.0801 Epoch: 2 Global Step: 35020 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:56:24,120-Speed 3321.60 samples/sec Loss 4.3847 LearningRate 0.0801 Epoch: 2 Global Step: 35030 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:56:27,247-Speed 3274.87 samples/sec Loss 4.4000 LearningRate 0.0801 Epoch: 2 Global Step: 35040 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:56:30,328-Speed 3324.94 samples/sec Loss 4.4688 LearningRate 0.0801 Epoch: 2 Global Step: 35050 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:56:33,417-Speed 3315.03 samples/sec Loss 4.4673 LearningRate 0.0801 Epoch: 2 Global Step: 35060 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:56:36,489-Speed 3334.94 samples/sec Loss 4.4943 LearningRate 0.0801 Epoch: 2 Global Step: 35070 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:56:39,544-Speed 3352.57 samples/sec Loss 4.4846 LearningRate 0.0801 Epoch: 2 Global Step: 35080 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:42,605-Speed 3346.44 samples/sec Loss 4.4669 LearningRate 0.0801 Epoch: 2 Global Step: 35090 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:45,743-Speed 3263.22 samples/sec Loss 4.4807 LearningRate 0.0801 Epoch: 2 Global Step: 35100 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:48,816-Speed 3332.90 samples/sec Loss 4.4692 LearningRate 0.0801 Epoch: 2 Global Step: 35110 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:51,947-Speed 3271.40 samples/sec Loss 4.4743 LearningRate 0.0801 Epoch: 2 Global Step: 35120 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:55,130-Speed 3218.35 samples/sec Loss 4.5105 LearningRate 0.0801 Epoch: 2 Global Step: 35130 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:56:58,202-Speed 3333.71 samples/sec Loss 4.4626 LearningRate 0.0801 Epoch: 2 Global Step: 35140 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:01,280-Speed 3327.60 samples/sec Loss 4.5113 LearningRate 0.0800 Epoch: 2 Global Step: 35150 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:04,344-Speed 3342.30 samples/sec Loss 4.4008 LearningRate 0.0800 Epoch: 2 Global Step: 35160 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:07,406-Speed 3345.86 samples/sec Loss 4.4662 LearningRate 0.0800 Epoch: 2 Global Step: 35170 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:10,472-Speed 3340.90 samples/sec Loss 4.4755 LearningRate 0.0800 Epoch: 2 Global Step: 35180 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:57:13,522-Speed 3357.64 samples/sec Loss 4.4029 LearningRate 0.0800 Epoch: 2 Global Step: 35190 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:16,602-Speed 3324.86 samples/sec Loss 4.4151 LearningRate 0.0800 Epoch: 2 Global Step: 35200 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:19,665-Speed 3344.51 samples/sec Loss 4.3167 LearningRate 0.0800 Epoch: 2 Global Step: 35210 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:22,727-Speed 3345.05 samples/sec Loss 4.3977 LearningRate 0.0800 Epoch: 2 Global Step: 35220 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:25,861-Speed 3268.08 samples/sec Loss 4.3748 LearningRate 0.0800 Epoch: 2 Global Step: 35230 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:28,929-Speed 3338.38 samples/sec Loss 4.4172 LearningRate 0.0800 Epoch: 2 Global Step: 35240 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:31,993-Speed 3342.93 samples/sec Loss 4.4823 LearningRate 0.0800 Epoch: 2 Global Step: 35250 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:35,077-Speed 3321.30 samples/sec Loss 4.4149 LearningRate 0.0800 Epoch: 2 Global Step: 35260 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:38,192-Speed 3288.09 samples/sec Loss 4.4813 LearningRate 0.0800 Epoch: 2 Global Step: 35270 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:41,288-Speed 3308.42 samples/sec Loss 4.4185 LearningRate 0.0800 Epoch: 2 Global Step: 35280 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:57:44,350-Speed 3344.79 samples/sec Loss 4.4177 LearningRate 0.0800 Epoch: 2 Global Step: 35290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:57:47,411-Speed 3345.58 samples/sec Loss 4.4764 LearningRate 0.0800 Epoch: 2 Global Step: 35300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:57:50,478-Speed 3339.79 samples/sec Loss 4.4601 LearningRate 0.0800 Epoch: 2 Global Step: 35310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:57:53,546-Speed 3338.25 samples/sec Loss 4.4326 LearningRate 0.0800 Epoch: 2 Global Step: 35320 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:57:56,648-Speed 3301.31 samples/sec Loss 4.4553 LearningRate 0.0800 Epoch: 2 Global Step: 35330 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:57:59,710-Speed 3345.75 samples/sec Loss 4.5202 LearningRate 0.0799 Epoch: 2 Global Step: 35340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:02,778-Speed 3338.84 samples/sec Loss 4.4486 LearningRate 0.0799 Epoch: 2 Global Step: 35350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:05,838-Speed 3346.40 samples/sec Loss 4.5311 LearningRate 0.0799 Epoch: 2 Global Step: 35360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:08,901-Speed 3343.80 samples/sec Loss 4.4288 LearningRate 0.0799 Epoch: 2 Global Step: 35370 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:12,000-Speed 3305.73 samples/sec Loss 4.5910 LearningRate 0.0799 Epoch: 2 Global Step: 35380 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:15,169-Speed 3231.21 samples/sec Loss 4.4877 LearningRate 0.0799 Epoch: 2 Global Step: 35390 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 02:58:18,289-Speed 3283.28 samples/sec Loss 4.4981 LearningRate 0.0799 Epoch: 2 Global Step: 35400 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 02:58:21,364-Speed 3330.90 samples/sec Loss 4.4701 LearningRate 0.0799 Epoch: 2 Global Step: 35410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:24,449-Speed 3319.68 samples/sec Loss 4.4546 LearningRate 0.0799 Epoch: 2 Global Step: 35420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:27,554-Speed 3298.51 samples/sec Loss 4.4792 LearningRate 0.0799 Epoch: 2 Global Step: 35430 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:30,629-Speed 3332.23 samples/sec Loss 4.5419 LearningRate 0.0799 Epoch: 2 Global Step: 35440 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:33,711-Speed 3322.72 samples/sec Loss 4.5153 LearningRate 0.0799 Epoch: 2 Global Step: 35450 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:36,786-Speed 3330.57 samples/sec Loss 4.5666 LearningRate 0.0799 Epoch: 2 Global Step: 35460 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:39,852-Speed 3341.45 samples/sec Loss 4.4607 LearningRate 0.0799 Epoch: 2 Global Step: 35470 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:42,920-Speed 3338.14 samples/sec Loss 4.5467 LearningRate 0.0799 Epoch: 2 Global Step: 35480 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:45,983-Speed 3343.86 samples/sec Loss 4.5340 LearningRate 0.0799 Epoch: 2 Global Step: 35490 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:49,052-Speed 3336.88 samples/sec Loss 4.5772 LearningRate 0.0799 Epoch: 2 Global Step: 35500 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:58:52,120-Speed 3338.33 samples/sec Loss 4.5689 LearningRate 0.0799 Epoch: 2 Global Step: 35510 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:58:55,181-Speed 3346.26 samples/sec Loss 4.5215 LearningRate 0.0799 Epoch: 2 Global Step: 35520 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:58:58,254-Speed 3334.16 samples/sec Loss 4.5052 LearningRate 0.0798 Epoch: 2 Global Step: 35530 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:01,332-Speed 3327.25 samples/sec Loss 4.5691 LearningRate 0.0798 Epoch: 2 Global Step: 35540 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:04,428-Speed 3307.69 samples/sec Loss 4.5160 LearningRate 0.0798 Epoch: 2 Global Step: 35550 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:07,502-Speed 3332.49 samples/sec Loss 4.5702 LearningRate 0.0798 Epoch: 2 Global Step: 35560 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:10,591-Speed 3316.05 samples/sec Loss 4.4008 LearningRate 0.0798 Epoch: 2 Global Step: 35570 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:13,689-Speed 3305.40 samples/sec Loss 4.6020 LearningRate 0.0798 Epoch: 2 Global Step: 35580 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:16,765-Speed 3329.91 samples/sec Loss 4.5518 LearningRate 0.0798 Epoch: 2 Global Step: 35590 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:19,836-Speed 3335.20 samples/sec Loss 4.5400 LearningRate 0.0798 Epoch: 2 Global Step: 35600 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:22,954-Speed 3284.50 samples/sec Loss 4.5042 LearningRate 0.0798 Epoch: 2 Global Step: 35610 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 02:59:26,079-Speed 3278.03 samples/sec Loss 4.4751 LearningRate 0.0798 Epoch: 2 Global Step: 35620 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:29,146-Speed 3340.44 samples/sec Loss 4.3969 LearningRate 0.0798 Epoch: 2 Global Step: 35630 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:32,212-Speed 3340.51 samples/sec Loss 4.4128 LearningRate 0.0798 Epoch: 2 Global Step: 35640 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:35,280-Speed 3337.53 samples/sec Loss 4.5150 LearningRate 0.0798 Epoch: 2 Global Step: 35650 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:38,374-Speed 3311.10 samples/sec Loss 4.5832 LearningRate 0.0798 Epoch: 2 Global Step: 35660 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:41,455-Speed 3323.65 samples/sec Loss 4.4957 LearningRate 0.0798 Epoch: 2 Global Step: 35670 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:44,526-Speed 3335.47 samples/sec Loss 4.4866 LearningRate 0.0798 Epoch: 2 Global Step: 35680 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:47,591-Speed 3341.65 samples/sec Loss 4.4784 LearningRate 0.0798 Epoch: 2 Global Step: 35690 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:50,674-Speed 3322.50 samples/sec Loss 4.5932 LearningRate 0.0798 Epoch: 2 Global Step: 35700 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:53,760-Speed 3318.81 samples/sec Loss 4.4614 LearningRate 0.0797 Epoch: 2 Global Step: 35710 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 02:59:56,868-Speed 3295.20 samples/sec Loss 4.4342 LearningRate 0.0797 Epoch: 2 Global Step: 35720 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 02:59:59,932-Speed 3343.22 samples/sec Loss 4.5065 LearningRate 0.0797 Epoch: 2 Global Step: 35730 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:03,017-Speed 3319.47 samples/sec Loss 4.5225 LearningRate 0.0797 Epoch: 2 Global Step: 35740 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:06,091-Speed 3331.81 samples/sec Loss 4.4243 LearningRate 0.0797 Epoch: 2 Global Step: 35750 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:09,165-Speed 3332.24 samples/sec Loss 4.4936 LearningRate 0.0797 Epoch: 2 Global Step: 35760 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:12,245-Speed 3325.98 samples/sec Loss 4.5188 LearningRate 0.0797 Epoch: 2 Global Step: 35770 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:15,314-Speed 3336.58 samples/sec Loss 4.4500 LearningRate 0.0797 Epoch: 2 Global Step: 35780 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:18,421-Speed 3296.54 samples/sec Loss 4.4027 LearningRate 0.0797 Epoch: 2 Global Step: 35790 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:21,529-Speed 3295.67 samples/sec Loss 4.4446 LearningRate 0.0797 Epoch: 2 Global Step: 35800 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:24,638-Speed 3294.74 samples/sec Loss 4.5239 LearningRate 0.0797 Epoch: 2 Global Step: 35810 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:27,739-Speed 3302.70 samples/sec Loss 4.4513 LearningRate 0.0797 Epoch: 2 Global Step: 35820 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:00:30,807-Speed 3338.98 samples/sec Loss 4.4456 LearningRate 0.0797 Epoch: 2 Global Step: 35830 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:33,876-Speed 3337.22 samples/sec Loss 4.4931 LearningRate 0.0797 Epoch: 2 Global Step: 35840 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:36,941-Speed 3341.84 samples/sec Loss 4.4421 LearningRate 0.0797 Epoch: 2 Global Step: 35850 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:40,006-Speed 3341.27 samples/sec Loss 4.5518 LearningRate 0.0797 Epoch: 2 Global Step: 35860 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:43,079-Speed 3332.51 samples/sec Loss 4.4692 LearningRate 0.0797 Epoch: 2 Global Step: 35870 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:46,148-Speed 3338.33 samples/sec Loss 4.4386 LearningRate 0.0797 Epoch: 2 Global Step: 35880 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:49,212-Speed 3342.10 samples/sec Loss 4.5351 LearningRate 0.0797 Epoch: 2 Global Step: 35890 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:52,284-Speed 3334.86 samples/sec Loss 4.5136 LearningRate 0.0796 Epoch: 2 Global Step: 35900 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:00:55,343-Speed 3348.04 samples/sec Loss 4.4624 LearningRate 0.0796 Epoch: 2 Global Step: 35910 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:00:58,411-Speed 3338.73 samples/sec Loss 4.5682 LearningRate 0.0796 Epoch: 2 Global Step: 35920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:01,477-Speed 3340.58 samples/sec Loss 4.5628 LearningRate 0.0796 Epoch: 2 Global Step: 35930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:04,544-Speed 3339.55 samples/sec Loss 4.6026 LearningRate 0.0796 Epoch: 2 Global Step: 35940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:07,614-Speed 3335.60 samples/sec Loss 4.4072 LearningRate 0.0796 Epoch: 2 Global Step: 35950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:10,686-Speed 3334.70 samples/sec Loss 4.5571 LearningRate 0.0796 Epoch: 2 Global Step: 35960 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:13,756-Speed 3335.94 samples/sec Loss 4.4609 LearningRate 0.0796 Epoch: 2 Global Step: 35970 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:16,879-Speed 3280.44 samples/sec Loss 4.4907 LearningRate 0.0796 Epoch: 2 Global Step: 35980 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:19,982-Speed 3300.70 samples/sec Loss 4.5542 LearningRate 0.0796 Epoch: 2 Global Step: 35990 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:01:23,100-Speed 3284.58 samples/sec Loss 4.5883 LearningRate 0.0796 Epoch: 2 Global Step: 36000 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:02:06,930-[lfw][36000]XNorm: 22.132697 Training: 2022-04-11 03:02:06,930-[lfw][36000]Accuracy-Flip: 0.99700+-0.00256 Training: 2022-04-11 03:02:06,931-[lfw][36000]Accuracy-Highest: 0.99767 Training: 2022-04-11 03:02:57,949-[cfp_fp][36000]XNorm: 20.001465 Training: 2022-04-11 03:02:57,949-[cfp_fp][36000]Accuracy-Flip: 0.97529+-0.00734 Training: 2022-04-11 03:02:57,950-[cfp_fp][36000]Accuracy-Highest: 0.97757 Training: 2022-04-11 03:03:41,887-[agedb_30][36000]XNorm: 22.096262 Training: 2022-04-11 03:03:41,888-[agedb_30][36000]Accuracy-Flip: 0.97633+-0.00994 Training: 2022-04-11 03:03:41,888-[agedb_30][36000]Accuracy-Highest: 0.97667 Training: 2022-04-11 03:03:44,938-Speed 72.20 samples/sec Loss 4.5605 LearningRate 0.0796 Epoch: 2 Global Step: 36010 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:03:47,989-Speed 3356.92 samples/sec Loss 4.4777 LearningRate 0.0796 Epoch: 2 Global Step: 36020 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:03:51,092-Speed 3301.09 samples/sec Loss 4.4463 LearningRate 0.0796 Epoch: 2 Global Step: 36030 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:03:54,275-Speed 3217.02 samples/sec Loss 4.5307 LearningRate 0.0796 Epoch: 2 Global Step: 36040 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:03:57,334-Speed 3349.10 samples/sec Loss 4.4512 LearningRate 0.0796 Epoch: 2 Global Step: 36050 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:04:00,519-Speed 3215.15 samples/sec Loss 4.4399 LearningRate 0.0796 Epoch: 2 Global Step: 36060 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:04:03,649-Speed 3272.32 samples/sec Loss 4.5663 LearningRate 0.0796 Epoch: 2 Global Step: 36070 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:04:06,899-Speed 3151.51 samples/sec Loss 4.4762 LearningRate 0.0796 Epoch: 2 Global Step: 36080 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:04:10,149-Speed 3151.28 samples/sec Loss 4.5679 LearningRate 0.0795 Epoch: 2 Global Step: 36090 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:04:13,350-Speed 3199.95 samples/sec Loss 4.5063 LearningRate 0.0795 Epoch: 2 Global Step: 36100 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:04:16,432-Speed 3323.36 samples/sec Loss 4.4949 LearningRate 0.0795 Epoch: 2 Global Step: 36110 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:19,548-Speed 3287.07 samples/sec Loss 4.5021 LearningRate 0.0795 Epoch: 2 Global Step: 36120 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:22,666-Speed 3284.61 samples/sec Loss 4.5713 LearningRate 0.0795 Epoch: 2 Global Step: 36130 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:25,760-Speed 3311.13 samples/sec Loss 4.4935 LearningRate 0.0795 Epoch: 2 Global Step: 36140 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:28,856-Speed 3308.13 samples/sec Loss 4.4889 LearningRate 0.0795 Epoch: 2 Global Step: 36150 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:31,952-Speed 3308.24 samples/sec Loss 4.5443 LearningRate 0.0795 Epoch: 2 Global Step: 36160 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:35,027-Speed 3330.18 samples/sec Loss 4.5896 LearningRate 0.0795 Epoch: 2 Global Step: 36170 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:38,113-Speed 3320.13 samples/sec Loss 4.5607 LearningRate 0.0795 Epoch: 2 Global Step: 36180 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:41,173-Speed 3346.22 samples/sec Loss 4.5594 LearningRate 0.0795 Epoch: 2 Global Step: 36190 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:44,248-Speed 3331.34 samples/sec Loss 4.5410 LearningRate 0.0795 Epoch: 2 Global Step: 36200 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:47,366-Speed 3285.19 samples/sec Loss 4.5326 LearningRate 0.0795 Epoch: 2 Global Step: 36210 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:04:50,443-Speed 3328.52 samples/sec Loss 4.6154 LearningRate 0.0795 Epoch: 2 Global Step: 36220 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:53,547-Speed 3299.86 samples/sec Loss 4.4832 LearningRate 0.0795 Epoch: 2 Global Step: 36230 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:56,695-Speed 3252.75 samples/sec Loss 4.4449 LearningRate 0.0795 Epoch: 2 Global Step: 36240 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:04:59,813-Speed 3284.70 samples/sec Loss 4.5587 LearningRate 0.0795 Epoch: 2 Global Step: 36250 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:02,886-Speed 3333.11 samples/sec Loss 4.5822 LearningRate 0.0795 Epoch: 2 Global Step: 36260 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:05,952-Speed 3341.53 samples/sec Loss 4.5586 LearningRate 0.0795 Epoch: 2 Global Step: 36270 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:09,084-Speed 3269.73 samples/sec Loss 4.5145 LearningRate 0.0794 Epoch: 2 Global Step: 36280 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:12,166-Speed 3324.00 samples/sec Loss 4.5201 LearningRate 0.0794 Epoch: 2 Global Step: 36290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:15,233-Speed 3339.35 samples/sec Loss 4.5861 LearningRate 0.0794 Epoch: 2 Global Step: 36300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:18,320-Speed 3317.51 samples/sec Loss 4.4988 LearningRate 0.0794 Epoch: 2 Global Step: 36310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:21,379-Speed 3348.69 samples/sec Loss 4.4934 LearningRate 0.0794 Epoch: 2 Global Step: 36320 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:05:24,450-Speed 3335.38 samples/sec Loss 4.4966 LearningRate 0.0794 Epoch: 2 Global Step: 36330 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:05:27,497-Speed 3361.02 samples/sec Loss 4.5484 LearningRate 0.0794 Epoch: 2 Global Step: 36340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:30,570-Speed 3332.39 samples/sec Loss 4.5309 LearningRate 0.0794 Epoch: 2 Global Step: 36350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:33,630-Speed 3347.82 samples/sec Loss 4.4729 LearningRate 0.0794 Epoch: 2 Global Step: 36360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:36,693-Speed 3344.47 samples/sec Loss 4.5008 LearningRate 0.0794 Epoch: 2 Global Step: 36370 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:39,751-Speed 3349.27 samples/sec Loss 4.4539 LearningRate 0.0794 Epoch: 2 Global Step: 36380 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:42,814-Speed 3343.11 samples/sec Loss 4.4324 LearningRate 0.0794 Epoch: 2 Global Step: 36390 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:45,894-Speed 3325.07 samples/sec Loss 4.5120 LearningRate 0.0794 Epoch: 2 Global Step: 36400 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:48,962-Speed 3338.57 samples/sec Loss 4.5097 LearningRate 0.0794 Epoch: 2 Global Step: 36410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:52,117-Speed 3247.17 samples/sec Loss 4.5334 LearningRate 0.0794 Epoch: 2 Global Step: 36420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:55,225-Speed 3295.57 samples/sec Loss 4.4878 LearningRate 0.0794 Epoch: 2 Global Step: 36430 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:05:58,339-Speed 3288.56 samples/sec Loss 4.5589 LearningRate 0.0794 Epoch: 2 Global Step: 36440 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:06:01,444-Speed 3298.74 samples/sec Loss 4.5191 LearningRate 0.0794 Epoch: 2 Global Step: 36450 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:04,514-Speed 3336.59 samples/sec Loss 4.4805 LearningRate 0.0793 Epoch: 2 Global Step: 36460 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:07,574-Speed 3347.56 samples/sec Loss 4.5760 LearningRate 0.0793 Epoch: 2 Global Step: 36470 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:10,661-Speed 3317.82 samples/sec Loss 4.5103 LearningRate 0.0793 Epoch: 2 Global Step: 36480 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:13,730-Speed 3337.23 samples/sec Loss 4.5869 LearningRate 0.0793 Epoch: 2 Global Step: 36490 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:16,791-Speed 3346.06 samples/sec Loss 4.5171 LearningRate 0.0793 Epoch: 2 Global Step: 36500 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:19,854-Speed 3344.09 samples/sec Loss 4.5242 LearningRate 0.0793 Epoch: 2 Global Step: 36510 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:22,954-Speed 3303.63 samples/sec Loss 4.3564 LearningRate 0.0793 Epoch: 2 Global Step: 36520 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:26,030-Speed 3329.95 samples/sec Loss 4.4526 LearningRate 0.0793 Epoch: 2 Global Step: 36530 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:29,094-Speed 3343.19 samples/sec Loss 4.5762 LearningRate 0.0793 Epoch: 2 Global Step: 36540 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:32,143-Speed 3358.25 samples/sec Loss 4.4192 LearningRate 0.0793 Epoch: 2 Global Step: 36550 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:35,243-Speed 3303.81 samples/sec Loss 4.6186 LearningRate 0.0793 Epoch: 2 Global Step: 36560 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:38,322-Speed 3327.47 samples/sec Loss 4.4739 LearningRate 0.0793 Epoch: 2 Global Step: 36570 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:41,384-Speed 3344.13 samples/sec Loss 4.4925 LearningRate 0.0793 Epoch: 2 Global Step: 36580 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:44,450-Speed 3341.35 samples/sec Loss 4.4805 LearningRate 0.0793 Epoch: 2 Global Step: 36590 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:47,514-Speed 3342.15 samples/sec Loss 4.5662 LearningRate 0.0793 Epoch: 2 Global Step: 36600 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:50,596-Speed 3323.69 samples/sec Loss 4.6450 LearningRate 0.0793 Epoch: 2 Global Step: 36610 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:53,668-Speed 3333.93 samples/sec Loss 4.5387 LearningRate 0.0793 Epoch: 2 Global Step: 36620 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:56,810-Speed 3260.27 samples/sec Loss 4.5332 LearningRate 0.0793 Epoch: 2 Global Step: 36630 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:06:59,924-Speed 3288.58 samples/sec Loss 4.6070 LearningRate 0.0793 Epoch: 2 Global Step: 36640 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:03,014-Speed 3314.96 samples/sec Loss 4.5583 LearningRate 0.0792 Epoch: 2 Global Step: 36650 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:06,081-Speed 3339.88 samples/sec Loss 4.5367 LearningRate 0.0792 Epoch: 2 Global Step: 36660 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:09,143-Speed 3344.38 samples/sec Loss 4.5568 LearningRate 0.0792 Epoch: 2 Global Step: 36670 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:12,203-Speed 3347.66 samples/sec Loss 4.5423 LearningRate 0.0792 Epoch: 2 Global Step: 36680 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:15,272-Speed 3337.28 samples/sec Loss 4.4409 LearningRate 0.0792 Epoch: 2 Global Step: 36690 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:18,330-Speed 3349.20 samples/sec Loss 4.5812 LearningRate 0.0792 Epoch: 2 Global Step: 36700 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:21,420-Speed 3314.34 samples/sec Loss 4.5005 LearningRate 0.0792 Epoch: 2 Global Step: 36710 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:24,493-Speed 3334.27 samples/sec Loss 4.6019 LearningRate 0.0792 Epoch: 2 Global Step: 36720 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:27,554-Speed 3345.63 samples/sec Loss 4.5701 LearningRate 0.0792 Epoch: 2 Global Step: 36730 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:30,624-Speed 3336.43 samples/sec Loss 4.5696 LearningRate 0.0792 Epoch: 2 Global Step: 36740 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:33,710-Speed 3318.58 samples/sec Loss 4.5350 LearningRate 0.0792 Epoch: 2 Global Step: 36750 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:07:36,806-Speed 3308.69 samples/sec Loss 4.5164 LearningRate 0.0792 Epoch: 2 Global Step: 36760 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:39,962-Speed 3244.78 samples/sec Loss 4.5390 LearningRate 0.0792 Epoch: 2 Global Step: 36770 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:43,023-Speed 3346.50 samples/sec Loss 4.5758 LearningRate 0.0792 Epoch: 2 Global Step: 36780 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:46,088-Speed 3340.60 samples/sec Loss 4.5881 LearningRate 0.0792 Epoch: 2 Global Step: 36790 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:49,197-Speed 3295.25 samples/sec Loss 4.4869 LearningRate 0.0792 Epoch: 2 Global Step: 36800 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:07:52,297-Speed 3303.60 samples/sec Loss 4.5610 LearningRate 0.0792 Epoch: 2 Global Step: 36810 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:07:55,365-Speed 3339.26 samples/sec Loss 4.5356 LearningRate 0.0792 Epoch: 2 Global Step: 36820 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:07:58,441-Speed 3329.27 samples/sec Loss 4.4889 LearningRate 0.0792 Epoch: 2 Global Step: 36830 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:01,512-Speed 3335.15 samples/sec Loss 4.5616 LearningRate 0.0791 Epoch: 2 Global Step: 36840 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:04,599-Speed 3317.87 samples/sec Loss 4.4495 LearningRate 0.0791 Epoch: 2 Global Step: 36850 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:07,659-Speed 3347.46 samples/sec Loss 4.5263 LearningRate 0.0791 Epoch: 2 Global Step: 36860 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:10,718-Speed 3347.88 samples/sec Loss 4.5733 LearningRate 0.0791 Epoch: 2 Global Step: 36870 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:13,795-Speed 3329.29 samples/sec Loss 4.6153 LearningRate 0.0791 Epoch: 2 Global Step: 36880 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:16,880-Speed 3319.61 samples/sec Loss 4.5752 LearningRate 0.0791 Epoch: 2 Global Step: 36890 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:19,944-Speed 3343.51 samples/sec Loss 4.5340 LearningRate 0.0791 Epoch: 2 Global Step: 36900 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:23,001-Speed 3349.46 samples/sec Loss 4.4855 LearningRate 0.0791 Epoch: 2 Global Step: 36910 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:08:26,072-Speed 3335.92 samples/sec Loss 4.5735 LearningRate 0.0791 Epoch: 2 Global Step: 36920 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:08:29,173-Speed 3302.53 samples/sec Loss 4.4960 LearningRate 0.0791 Epoch: 2 Global Step: 36930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:32,232-Speed 3348.49 samples/sec Loss 4.5537 LearningRate 0.0791 Epoch: 2 Global Step: 36940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:35,310-Speed 3326.98 samples/sec Loss 4.5562 LearningRate 0.0791 Epoch: 2 Global Step: 36950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:38,384-Speed 3331.72 samples/sec Loss 4.5506 LearningRate 0.0791 Epoch: 2 Global Step: 36960 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:41,514-Speed 3272.90 samples/sec Loss 4.4294 LearningRate 0.0791 Epoch: 2 Global Step: 36970 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:08:44,655-Speed 3261.40 samples/sec Loss 4.5079 LearningRate 0.0791 Epoch: 2 Global Step: 36980 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:08:47,758-Speed 3300.77 samples/sec Loss 4.5863 LearningRate 0.0791 Epoch: 2 Global Step: 36990 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:08:50,838-Speed 3325.92 samples/sec Loss 4.4713 LearningRate 0.0791 Epoch: 2 Global Step: 37000 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:08:53,917-Speed 3325.97 samples/sec Loss 4.4830 LearningRate 0.0791 Epoch: 2 Global Step: 37010 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:08:56,981-Speed 3342.47 samples/sec Loss 4.5677 LearningRate 0.0791 Epoch: 2 Global Step: 37020 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:09:00,054-Speed 3333.65 samples/sec Loss 4.6211 LearningRate 0.0790 Epoch: 2 Global Step: 37030 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:09:03,120-Speed 3340.74 samples/sec Loss 4.5255 LearningRate 0.0790 Epoch: 2 Global Step: 37040 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:09:06,180-Speed 3346.98 samples/sec Loss 4.4846 LearningRate 0.0790 Epoch: 2 Global Step: 37050 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:09:09,247-Speed 3339.19 samples/sec Loss 4.5096 LearningRate 0.0790 Epoch: 2 Global Step: 37060 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:09:12,322-Speed 3331.67 samples/sec Loss 4.5323 LearningRate 0.0790 Epoch: 2 Global Step: 37070 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:09:15,390-Speed 3338.37 samples/sec Loss 4.5451 LearningRate 0.0790 Epoch: 2 Global Step: 37080 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:18,594-Speed 3196.05 samples/sec Loss 4.5291 LearningRate 0.0790 Epoch: 2 Global Step: 37090 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:21,724-Speed 3272.27 samples/sec Loss 4.4828 LearningRate 0.0790 Epoch: 2 Global Step: 37100 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:24,889-Speed 3236.76 samples/sec Loss 4.5073 LearningRate 0.0790 Epoch: 2 Global Step: 37110 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:28,033-Speed 3257.08 samples/sec Loss 4.5548 LearningRate 0.0790 Epoch: 2 Global Step: 37120 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:31,153-Speed 3283.56 samples/sec Loss 4.5162 LearningRate 0.0790 Epoch: 2 Global Step: 37130 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:34,296-Speed 3257.98 samples/sec Loss 4.5295 LearningRate 0.0790 Epoch: 2 Global Step: 37140 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:37,399-Speed 3301.41 samples/sec Loss 4.3699 LearningRate 0.0790 Epoch: 2 Global Step: 37150 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:40,593-Speed 3206.33 samples/sec Loss 4.5518 LearningRate 0.0790 Epoch: 2 Global Step: 37160 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:43,659-Speed 3341.35 samples/sec Loss 4.6493 LearningRate 0.0790 Epoch: 2 Global Step: 37170 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:09:46,806-Speed 3254.27 samples/sec Loss 4.6317 LearningRate 0.0790 Epoch: 2 Global Step: 37180 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:09:49,940-Speed 3268.55 samples/sec Loss 4.6014 LearningRate 0.0790 Epoch: 2 Global Step: 37190 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:09:53,053-Speed 3289.31 samples/sec Loss 4.5639 LearningRate 0.0790 Epoch: 2 Global Step: 37200 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:09:56,114-Speed 3346.78 samples/sec Loss 4.4985 LearningRate 0.0789 Epoch: 2 Global Step: 37210 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:09:59,184-Speed 3335.72 samples/sec Loss 4.4815 LearningRate 0.0789 Epoch: 2 Global Step: 37220 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:02,249-Speed 3342.61 samples/sec Loss 4.5018 LearningRate 0.0789 Epoch: 2 Global Step: 37230 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:05,318-Speed 3336.56 samples/sec Loss 4.6040 LearningRate 0.0789 Epoch: 2 Global Step: 37240 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:08,381-Speed 3344.20 samples/sec Loss 4.4699 LearningRate 0.0789 Epoch: 2 Global Step: 37250 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:11,460-Speed 3326.64 samples/sec Loss 4.5678 LearningRate 0.0789 Epoch: 2 Global Step: 37260 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:14,540-Speed 3325.22 samples/sec Loss 4.5357 LearningRate 0.0789 Epoch: 2 Global Step: 37270 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:17,611-Speed 3335.00 samples/sec Loss 4.5773 LearningRate 0.0789 Epoch: 2 Global Step: 37280 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:10:20,663-Speed 3355.69 samples/sec Loss 4.5344 LearningRate 0.0789 Epoch: 2 Global Step: 37290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:23,727-Speed 3342.91 samples/sec Loss 4.4995 LearningRate 0.0789 Epoch: 2 Global Step: 37300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:26,798-Speed 3335.49 samples/sec Loss 4.5354 LearningRate 0.0789 Epoch: 2 Global Step: 37310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:29,881-Speed 3322.11 samples/sec Loss 4.5236 LearningRate 0.0789 Epoch: 2 Global Step: 37320 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:32,954-Speed 3333.21 samples/sec Loss 4.5084 LearningRate 0.0789 Epoch: 2 Global Step: 37330 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:36,020-Speed 3340.46 samples/sec Loss 4.4552 LearningRate 0.0789 Epoch: 2 Global Step: 37340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:39,089-Speed 3337.72 samples/sec Loss 4.5713 LearningRate 0.0789 Epoch: 2 Global Step: 37350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:42,222-Speed 3269.52 samples/sec Loss 4.5842 LearningRate 0.0789 Epoch: 2 Global Step: 37360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:45,365-Speed 3258.57 samples/sec Loss 4.4426 LearningRate 0.0789 Epoch: 2 Global Step: 37370 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:48,473-Speed 3294.74 samples/sec Loss 4.5537 LearningRate 0.0789 Epoch: 2 Global Step: 37380 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:51,523-Speed 3357.75 samples/sec Loss 4.5266 LearningRate 0.0789 Epoch: 2 Global Step: 37390 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:54,612-Speed 3316.92 samples/sec Loss 4.5567 LearningRate 0.0788 Epoch: 2 Global Step: 37400 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:10:57,673-Speed 3345.58 samples/sec Loss 4.6109 LearningRate 0.0788 Epoch: 2 Global Step: 37410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:00,748-Speed 3331.40 samples/sec Loss 4.5186 LearningRate 0.0788 Epoch: 2 Global Step: 37420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:03,817-Speed 3337.07 samples/sec Loss 4.4685 LearningRate 0.0788 Epoch: 2 Global Step: 37430 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:06,886-Speed 3337.90 samples/sec Loss 4.5340 LearningRate 0.0788 Epoch: 2 Global Step: 37440 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:09,959-Speed 3332.34 samples/sec Loss 4.4853 LearningRate 0.0788 Epoch: 2 Global Step: 37450 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:13,053-Speed 3310.64 samples/sec Loss 4.5717 LearningRate 0.0788 Epoch: 2 Global Step: 37460 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:16,126-Speed 3332.59 samples/sec Loss 4.5983 LearningRate 0.0788 Epoch: 2 Global Step: 37470 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:19,212-Speed 3319.82 samples/sec Loss 4.5901 LearningRate 0.0788 Epoch: 2 Global Step: 37480 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:22,283-Speed 3334.04 samples/sec Loss 4.5887 LearningRate 0.0788 Epoch: 2 Global Step: 37490 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:25,354-Speed 3335.71 samples/sec Loss 4.5518 LearningRate 0.0788 Epoch: 2 Global Step: 37500 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:28,438-Speed 3321.20 samples/sec Loss 4.5879 LearningRate 0.0788 Epoch: 2 Global Step: 37510 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:31,518-Speed 3326.42 samples/sec Loss 4.4911 LearningRate 0.0788 Epoch: 2 Global Step: 37520 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:34,587-Speed 3337.20 samples/sec Loss 4.4869 LearningRate 0.0788 Epoch: 2 Global Step: 37530 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:37,662-Speed 3330.65 samples/sec Loss 4.4916 LearningRate 0.0788 Epoch: 2 Global Step: 37540 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:40,729-Speed 3338.94 samples/sec Loss 4.5715 LearningRate 0.0788 Epoch: 2 Global Step: 37550 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:43,792-Speed 3344.33 samples/sec Loss 4.5105 LearningRate 0.0788 Epoch: 2 Global Step: 37560 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:46,875-Speed 3322.13 samples/sec Loss 4.5586 LearningRate 0.0788 Epoch: 2 Global Step: 37570 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:49,936-Speed 3346.13 samples/sec Loss 4.6388 LearningRate 0.0788 Epoch: 2 Global Step: 37580 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:53,019-Speed 3322.95 samples/sec Loss 4.4984 LearningRate 0.0787 Epoch: 2 Global Step: 37590 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:11:56,079-Speed 3346.73 samples/sec Loss 4.4758 LearningRate 0.0787 Epoch: 2 Global Step: 37600 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:11:59,152-Speed 3333.58 samples/sec Loss 4.5223 LearningRate 0.0787 Epoch: 2 Global Step: 37610 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:02,229-Speed 3328.19 samples/sec Loss 4.5232 LearningRate 0.0787 Epoch: 2 Global Step: 37620 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:05,295-Speed 3340.48 samples/sec Loss 4.5870 LearningRate 0.0787 Epoch: 2 Global Step: 37630 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:08,424-Speed 3273.22 samples/sec Loss 4.4772 LearningRate 0.0787 Epoch: 2 Global Step: 37640 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:11,499-Speed 3331.28 samples/sec Loss 4.3806 LearningRate 0.0787 Epoch: 2 Global Step: 37650 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:14,574-Speed 3330.47 samples/sec Loss 4.5562 LearningRate 0.0787 Epoch: 2 Global Step: 37660 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:17,644-Speed 3336.23 samples/sec Loss 4.5346 LearningRate 0.0787 Epoch: 2 Global Step: 37670 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:20,734-Speed 3314.96 samples/sec Loss 4.4655 LearningRate 0.0787 Epoch: 2 Global Step: 37680 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:23,812-Speed 3328.04 samples/sec Loss 4.3793 LearningRate 0.0787 Epoch: 2 Global Step: 37690 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:26,880-Speed 3337.67 samples/sec Loss 4.4885 LearningRate 0.0787 Epoch: 2 Global Step: 37700 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:29,945-Speed 3342.40 samples/sec Loss 4.5817 LearningRate 0.0787 Epoch: 2 Global Step: 37710 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:33,010-Speed 3341.49 samples/sec Loss 4.4939 LearningRate 0.0787 Epoch: 2 Global Step: 37720 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:36,075-Speed 3341.90 samples/sec Loss 4.5458 LearningRate 0.0787 Epoch: 2 Global Step: 37730 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:39,186-Speed 3292.43 samples/sec Loss 4.4329 LearningRate 0.0787 Epoch: 2 Global Step: 37740 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:42,272-Speed 3318.59 samples/sec Loss 4.4718 LearningRate 0.0787 Epoch: 2 Global Step: 37750 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:45,338-Speed 3340.94 samples/sec Loss 4.5888 LearningRate 0.0787 Epoch: 2 Global Step: 37760 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:48,413-Speed 3330.52 samples/sec Loss 4.4546 LearningRate 0.0787 Epoch: 2 Global Step: 37770 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:51,475-Speed 3345.64 samples/sec Loss 4.5589 LearningRate 0.0786 Epoch: 2 Global Step: 37780 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:54,549-Speed 3331.87 samples/sec Loss 4.5498 LearningRate 0.0786 Epoch: 2 Global Step: 37790 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:12:57,611-Speed 3344.64 samples/sec Loss 4.5666 LearningRate 0.0786 Epoch: 2 Global Step: 37800 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:13:00,687-Speed 3329.34 samples/sec Loss 4.5006 LearningRate 0.0786 Epoch: 2 Global Step: 37810 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:03,788-Speed 3303.72 samples/sec Loss 4.4889 LearningRate 0.0786 Epoch: 2 Global Step: 37820 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:06,965-Speed 3223.39 samples/sec Loss 4.5017 LearningRate 0.0786 Epoch: 2 Global Step: 37830 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:10,055-Speed 3314.40 samples/sec Loss 4.4487 LearningRate 0.0786 Epoch: 2 Global Step: 37840 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:13,136-Speed 3323.96 samples/sec Loss 4.5211 LearningRate 0.0786 Epoch: 2 Global Step: 37850 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:16,199-Speed 3345.42 samples/sec Loss 4.6045 LearningRate 0.0786 Epoch: 2 Global Step: 37860 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:19,265-Speed 3339.73 samples/sec Loss 4.5213 LearningRate 0.0786 Epoch: 2 Global Step: 37870 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:22,356-Speed 3314.11 samples/sec Loss 4.5535 LearningRate 0.0786 Epoch: 2 Global Step: 37880 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:25,445-Speed 3315.24 samples/sec Loss 4.5381 LearningRate 0.0786 Epoch: 2 Global Step: 37890 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:28,530-Speed 3320.57 samples/sec Loss 4.5133 LearningRate 0.0786 Epoch: 2 Global Step: 37900 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:13:31,595-Speed 3341.11 samples/sec Loss 4.5681 LearningRate 0.0786 Epoch: 2 Global Step: 37910 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:34,665-Speed 3336.73 samples/sec Loss 4.4710 LearningRate 0.0786 Epoch: 2 Global Step: 37920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:37,734-Speed 3336.88 samples/sec Loss 4.4750 LearningRate 0.0786 Epoch: 2 Global Step: 37930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:40,819-Speed 3320.71 samples/sec Loss 4.5279 LearningRate 0.0786 Epoch: 2 Global Step: 37940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:43,901-Speed 3323.51 samples/sec Loss 4.4942 LearningRate 0.0786 Epoch: 2 Global Step: 37950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:46,965-Speed 3343.25 samples/sec Loss 4.4826 LearningRate 0.0786 Epoch: 2 Global Step: 37960 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:50,051-Speed 3318.63 samples/sec Loss 4.5626 LearningRate 0.0785 Epoch: 2 Global Step: 37970 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:53,112-Speed 3345.61 samples/sec Loss 4.4511 LearningRate 0.0785 Epoch: 2 Global Step: 37980 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:56,179-Speed 3339.87 samples/sec Loss 4.5027 LearningRate 0.0785 Epoch: 2 Global Step: 37990 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:13:59,239-Speed 3346.64 samples/sec Loss 4.4193 LearningRate 0.0785 Epoch: 2 Global Step: 38000 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:14:42,998-[lfw][38000]XNorm: 22.292006 Training: 2022-04-11 03:14:42,998-[lfw][38000]Accuracy-Flip: 0.99733+-0.00291 Training: 2022-04-11 03:14:42,999-[lfw][38000]Accuracy-Highest: 0.99767 Training: 2022-04-11 03:15:33,888-[cfp_fp][38000]XNorm: 20.497811 Training: 2022-04-11 03:15:33,889-[cfp_fp][38000]Accuracy-Flip: 0.98143+-0.00452 Training: 2022-04-11 03:15:33,889-[cfp_fp][38000]Accuracy-Highest: 0.98143 Training: 2022-04-11 03:16:17,562-[agedb_30][38000]XNorm: 22.437197 Training: 2022-04-11 03:16:17,563-[agedb_30][38000]Accuracy-Flip: 0.97467+-0.00903 Training: 2022-04-11 03:16:17,563-[agedb_30][38000]Accuracy-Highest: 0.97667 Training: 2022-04-11 03:16:20,636-Speed 72.42 samples/sec Loss 4.4865 LearningRate 0.0785 Epoch: 2 Global Step: 38010 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:23,697-Speed 3346.46 samples/sec Loss 4.5176 LearningRate 0.0785 Epoch: 2 Global Step: 38020 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:26,766-Speed 3337.57 samples/sec Loss 4.4998 LearningRate 0.0785 Epoch: 2 Global Step: 38030 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:29,838-Speed 3333.96 samples/sec Loss 4.4981 LearningRate 0.0785 Epoch: 2 Global Step: 38040 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:32,901-Speed 3343.10 samples/sec Loss 4.5047 LearningRate 0.0785 Epoch: 2 Global Step: 38050 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:35,970-Speed 3337.68 samples/sec Loss 4.4945 LearningRate 0.0785 Epoch: 2 Global Step: 38060 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:39,024-Speed 3354.77 samples/sec Loss 4.4811 LearningRate 0.0785 Epoch: 2 Global Step: 38070 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:42,083-Speed 3348.35 samples/sec Loss 4.4961 LearningRate 0.0785 Epoch: 2 Global Step: 38080 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:45,245-Speed 3239.10 samples/sec Loss 4.4950 LearningRate 0.0785 Epoch: 2 Global Step: 38090 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:48,303-Speed 3349.30 samples/sec Loss 4.6078 LearningRate 0.0785 Epoch: 2 Global Step: 38100 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:51,364-Speed 3345.33 samples/sec Loss 4.5044 LearningRate 0.0785 Epoch: 2 Global Step: 38110 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:16:54,412-Speed 3360.37 samples/sec Loss 4.5311 LearningRate 0.0785 Epoch: 2 Global Step: 38120 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:16:57,475-Speed 3344.25 samples/sec Loss 4.5646 LearningRate 0.0785 Epoch: 2 Global Step: 38130 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:17:00,555-Speed 3325.63 samples/sec Loss 4.4584 LearningRate 0.0785 Epoch: 2 Global Step: 38140 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:17:03,610-Speed 3352.26 samples/sec Loss 4.3712 LearningRate 0.0784 Epoch: 2 Global Step: 38150 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:06,672-Speed 3345.18 samples/sec Loss 4.6184 LearningRate 0.0784 Epoch: 2 Global Step: 38160 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:09,748-Speed 3330.36 samples/sec Loss 4.5823 LearningRate 0.0784 Epoch: 2 Global Step: 38170 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:12,823-Speed 3330.45 samples/sec Loss 4.5845 LearningRate 0.0784 Epoch: 2 Global Step: 38180 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:15,958-Speed 3266.54 samples/sec Loss 4.5324 LearningRate 0.0784 Epoch: 2 Global Step: 38190 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:19,050-Speed 3313.10 samples/sec Loss 4.4308 LearningRate 0.0784 Epoch: 2 Global Step: 38200 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:22,113-Speed 3343.71 samples/sec Loss 4.4964 LearningRate 0.0784 Epoch: 2 Global Step: 38210 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:25,172-Speed 3348.33 samples/sec Loss 4.4875 LearningRate 0.0784 Epoch: 2 Global Step: 38220 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:28,235-Speed 3343.55 samples/sec Loss 4.4346 LearningRate 0.0784 Epoch: 2 Global Step: 38230 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:31,449-Speed 3187.51 samples/sec Loss 4.5237 LearningRate 0.0784 Epoch: 2 Global Step: 38240 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:34,534-Speed 3320.06 samples/sec Loss 4.5103 LearningRate 0.0784 Epoch: 2 Global Step: 38250 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:17:37,689-Speed 3245.98 samples/sec Loss 4.5567 LearningRate 0.0784 Epoch: 2 Global Step: 38260 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:17:40,742-Speed 3354.80 samples/sec Loss 4.4774 LearningRate 0.0784 Epoch: 2 Global Step: 38270 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:43,821-Speed 3326.94 samples/sec Loss 4.4743 LearningRate 0.0784 Epoch: 2 Global Step: 38280 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:46,890-Speed 3337.46 samples/sec Loss 4.5329 LearningRate 0.0784 Epoch: 2 Global Step: 38290 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:49,948-Speed 3348.62 samples/sec Loss 4.4568 LearningRate 0.0784 Epoch: 2 Global Step: 38300 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:53,013-Speed 3342.17 samples/sec Loss 4.5162 LearningRate 0.0784 Epoch: 2 Global Step: 38310 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:56,076-Speed 3346.53 samples/sec Loss 4.5004 LearningRate 0.0784 Epoch: 2 Global Step: 38320 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:17:59,148-Speed 3333.98 samples/sec Loss 4.5818 LearningRate 0.0784 Epoch: 2 Global Step: 38330 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:18:02,205-Speed 3350.09 samples/sec Loss 4.5193 LearningRate 0.0783 Epoch: 2 Global Step: 38340 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:18:05,275-Speed 3336.16 samples/sec Loss 4.5577 LearningRate 0.0783 Epoch: 2 Global Step: 38350 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:18:08,333-Speed 3349.38 samples/sec Loss 4.5833 LearningRate 0.0783 Epoch: 2 Global Step: 38360 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:18:11,393-Speed 3347.73 samples/sec Loss 4.4233 LearningRate 0.0783 Epoch: 2 Global Step: 38370 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:14,461-Speed 3337.98 samples/sec Loss 4.5425 LearningRate 0.0783 Epoch: 2 Global Step: 38380 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:17,516-Speed 3352.99 samples/sec Loss 4.5378 LearningRate 0.0783 Epoch: 2 Global Step: 38390 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:20,614-Speed 3305.57 samples/sec Loss 4.5491 LearningRate 0.0783 Epoch: 2 Global Step: 38400 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:23,712-Speed 3306.54 samples/sec Loss 4.4726 LearningRate 0.0783 Epoch: 2 Global Step: 38410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:26,775-Speed 3343.90 samples/sec Loss 4.5229 LearningRate 0.0783 Epoch: 2 Global Step: 38420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:29,834-Speed 3349.04 samples/sec Loss 4.5452 LearningRate 0.0783 Epoch: 2 Global Step: 38430 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:32,894-Speed 3347.28 samples/sec Loss 4.5972 LearningRate 0.0783 Epoch: 2 Global Step: 38440 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:35,964-Speed 3335.71 samples/sec Loss 4.5922 LearningRate 0.0783 Epoch: 2 Global Step: 38450 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:39,023-Speed 3348.01 samples/sec Loss 4.5851 LearningRate 0.0783 Epoch: 2 Global Step: 38460 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:42,081-Speed 3349.59 samples/sec Loss 4.4907 LearningRate 0.0783 Epoch: 2 Global Step: 38470 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:18:45,134-Speed 3354.72 samples/sec Loss 4.5989 LearningRate 0.0783 Epoch: 2 Global Step: 38480 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:48,212-Speed 3327.36 samples/sec Loss 4.5131 LearningRate 0.0783 Epoch: 2 Global Step: 38490 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:51,276-Speed 3343.78 samples/sec Loss 4.4488 LearningRate 0.0783 Epoch: 2 Global Step: 38500 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:54,332-Speed 3351.26 samples/sec Loss 4.4484 LearningRate 0.0783 Epoch: 2 Global Step: 38510 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:18:57,398-Speed 3340.49 samples/sec Loss 4.4926 LearningRate 0.0783 Epoch: 2 Global Step: 38520 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:00,461-Speed 3344.51 samples/sec Loss 4.5009 LearningRate 0.0782 Epoch: 2 Global Step: 38530 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:03,519-Speed 3348.53 samples/sec Loss 4.5578 LearningRate 0.0782 Epoch: 2 Global Step: 38540 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:06,586-Speed 3339.87 samples/sec Loss 4.4813 LearningRate 0.0782 Epoch: 2 Global Step: 38550 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:09,648-Speed 3344.73 samples/sec Loss 4.5397 LearningRate 0.0782 Epoch: 2 Global Step: 38560 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:12,718-Speed 3337.15 samples/sec Loss 4.4554 LearningRate 0.0782 Epoch: 2 Global Step: 38570 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:15,773-Speed 3351.98 samples/sec Loss 4.4273 LearningRate 0.0782 Epoch: 2 Global Step: 38580 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:19:18,824-Speed 3357.25 samples/sec Loss 4.4635 LearningRate 0.0782 Epoch: 2 Global Step: 38590 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:21,885-Speed 3345.81 samples/sec Loss 4.4909 LearningRate 0.0782 Epoch: 2 Global Step: 38600 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:24,945-Speed 3348.23 samples/sec Loss 4.4403 LearningRate 0.0782 Epoch: 2 Global Step: 38610 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:19:27,991-Speed 3362.06 samples/sec Loss 4.4892 LearningRate 0.0782 Epoch: 2 Global Step: 38620 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:31,050-Speed 3348.44 samples/sec Loss 4.4851 LearningRate 0.0782 Epoch: 2 Global Step: 38630 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:34,133-Speed 3322.19 samples/sec Loss 4.5588 LearningRate 0.0782 Epoch: 2 Global Step: 38640 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:37,217-Speed 3320.54 samples/sec Loss 4.5512 LearningRate 0.0782 Epoch: 2 Global Step: 38650 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:40,303-Speed 3319.30 samples/sec Loss 4.6355 LearningRate 0.0782 Epoch: 2 Global Step: 38660 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:43,366-Speed 3344.21 samples/sec Loss 4.5036 LearningRate 0.0782 Epoch: 2 Global Step: 38670 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:46,436-Speed 3336.32 samples/sec Loss 4.5166 LearningRate 0.0782 Epoch: 2 Global Step: 38680 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:49,495-Speed 3347.89 samples/sec Loss 4.6222 LearningRate 0.0782 Epoch: 2 Global Step: 38690 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:52,554-Speed 3348.62 samples/sec Loss 4.5032 LearningRate 0.0782 Epoch: 2 Global Step: 38700 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:55,642-Speed 3316.97 samples/sec Loss 4.5876 LearningRate 0.0782 Epoch: 2 Global Step: 38710 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:19:58,719-Speed 3328.32 samples/sec Loss 4.5235 LearningRate 0.0781 Epoch: 2 Global Step: 38720 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:01,781-Speed 3345.25 samples/sec Loss 4.4867 LearningRate 0.0781 Epoch: 2 Global Step: 38730 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:04,841-Speed 3347.00 samples/sec Loss 4.5278 LearningRate 0.0781 Epoch: 2 Global Step: 38740 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:07,909-Speed 3338.43 samples/sec Loss 4.5423 LearningRate 0.0781 Epoch: 2 Global Step: 38750 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:10,976-Speed 3339.86 samples/sec Loss 4.4836 LearningRate 0.0781 Epoch: 2 Global Step: 38760 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:14,871-Speed 2629.64 samples/sec Loss 4.5010 LearningRate 0.0781 Epoch: 2 Global Step: 38770 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:17,937-Speed 3340.99 samples/sec Loss 4.5427 LearningRate 0.0781 Epoch: 2 Global Step: 38780 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:21,040-Speed 3301.48 samples/sec Loss 4.5314 LearningRate 0.0781 Epoch: 2 Global Step: 38790 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:24,122-Speed 3323.02 samples/sec Loss 4.4873 LearningRate 0.0781 Epoch: 2 Global Step: 38800 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:27,187-Speed 3341.18 samples/sec Loss 4.5021 LearningRate 0.0781 Epoch: 2 Global Step: 38810 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:30,253-Speed 3340.52 samples/sec Loss 4.4888 LearningRate 0.0781 Epoch: 2 Global Step: 38820 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:33,318-Speed 3342.13 samples/sec Loss 4.5725 LearningRate 0.0781 Epoch: 2 Global Step: 38830 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:36,386-Speed 3338.52 samples/sec Loss 4.4205 LearningRate 0.0781 Epoch: 2 Global Step: 38840 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:39,461-Speed 3330.60 samples/sec Loss 4.5755 LearningRate 0.0781 Epoch: 2 Global Step: 38850 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:42,536-Speed 3330.98 samples/sec Loss 4.4103 LearningRate 0.0781 Epoch: 2 Global Step: 38860 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:20:45,605-Speed 3337.21 samples/sec Loss 4.4598 LearningRate 0.0781 Epoch: 2 Global Step: 38870 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:48,671-Speed 3340.94 samples/sec Loss 4.5487 LearningRate 0.0781 Epoch: 2 Global Step: 38880 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:51,769-Speed 3306.59 samples/sec Loss 4.4936 LearningRate 0.0781 Epoch: 2 Global Step: 38890 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:54,860-Speed 3313.97 samples/sec Loss 4.4277 LearningRate 0.0781 Epoch: 2 Global Step: 38900 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:20:57,957-Speed 3306.38 samples/sec Loss 4.4328 LearningRate 0.0780 Epoch: 2 Global Step: 38910 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:21:01,016-Speed 3348.57 samples/sec Loss 4.4482 LearningRate 0.0780 Epoch: 2 Global Step: 38920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:04,080-Speed 3343.50 samples/sec Loss 4.4897 LearningRate 0.0780 Epoch: 2 Global Step: 38930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:07,143-Speed 3343.51 samples/sec Loss 4.4920 LearningRate 0.0780 Epoch: 2 Global Step: 38940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:10,211-Speed 3338.61 samples/sec Loss 4.5270 LearningRate 0.0780 Epoch: 2 Global Step: 38950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:13,284-Speed 3332.93 samples/sec Loss 4.5010 LearningRate 0.0780 Epoch: 2 Global Step: 38960 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:16,358-Speed 3331.79 samples/sec Loss 4.5079 LearningRate 0.0780 Epoch: 2 Global Step: 38970 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:19,420-Speed 3345.18 samples/sec Loss 4.4900 LearningRate 0.0780 Epoch: 2 Global Step: 38980 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:22,482-Speed 3345.41 samples/sec Loss 4.5571 LearningRate 0.0780 Epoch: 2 Global Step: 38990 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:25,540-Speed 3349.24 samples/sec Loss 4.5493 LearningRate 0.0780 Epoch: 2 Global Step: 39000 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:28,598-Speed 3349.22 samples/sec Loss 4.4822 LearningRate 0.0780 Epoch: 2 Global Step: 39010 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:31,667-Speed 3336.92 samples/sec Loss 4.5193 LearningRate 0.0780 Epoch: 2 Global Step: 39020 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:21:34,731-Speed 3342.79 samples/sec Loss 4.5462 LearningRate 0.0780 Epoch: 2 Global Step: 39030 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:21:37,804-Speed 3333.39 samples/sec Loss 4.5491 LearningRate 0.0780 Epoch: 2 Global Step: 39040 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:21:40,868-Speed 3342.46 samples/sec Loss 4.5077 LearningRate 0.0780 Epoch: 2 Global Step: 39050 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:21:43,930-Speed 3345.22 samples/sec Loss 4.5697 LearningRate 0.0780 Epoch: 2 Global Step: 39060 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:46,993-Speed 3343.98 samples/sec Loss 4.5407 LearningRate 0.0780 Epoch: 2 Global Step: 39070 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:50,058-Speed 3342.69 samples/sec Loss 4.5032 LearningRate 0.0780 Epoch: 2 Global Step: 39080 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:21:53,117-Speed 3347.71 samples/sec Loss 4.4623 LearningRate 0.0780 Epoch: 2 Global Step: 39090 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:22:00,633-Speed 1362.55 samples/sec Loss 4.5287 LearningRate 0.0779 Epoch: 2 Global Step: 39100 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:22:03,691-Speed 3349.31 samples/sec Loss 4.5666 LearningRate 0.0779 Epoch: 2 Global Step: 39110 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:22:06,761-Speed 3337.00 samples/sec Loss 4.4952 LearningRate 0.0779 Epoch: 2 Global Step: 39120 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:22:09,824-Speed 3343.16 samples/sec Loss 4.4685 LearningRate 0.0779 Epoch: 2 Global Step: 39130 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:22:12,920-Speed 3309.14 samples/sec Loss 4.3911 LearningRate 0.0779 Epoch: 2 Global Step: 39140 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:22:15,981-Speed 3346.09 samples/sec Loss 4.3897 LearningRate 0.0779 Epoch: 2 Global Step: 39150 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:22:19,044-Speed 3343.75 samples/sec Loss 4.5509 LearningRate 0.0779 Epoch: 2 Global Step: 39160 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:22,126-Speed 3323.28 samples/sec Loss 4.5361 LearningRate 0.0779 Epoch: 2 Global Step: 39170 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:25,190-Speed 3342.90 samples/sec Loss 4.4894 LearningRate 0.0779 Epoch: 2 Global Step: 39180 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:28,262-Speed 3333.69 samples/sec Loss 4.5229 LearningRate 0.0779 Epoch: 2 Global Step: 39190 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:31,325-Speed 3343.44 samples/sec Loss 4.4645 LearningRate 0.0779 Epoch: 2 Global Step: 39200 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:34,459-Speed 3268.31 samples/sec Loss 4.4799 LearningRate 0.0779 Epoch: 2 Global Step: 39210 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:37,548-Speed 3316.40 samples/sec Loss 4.5252 LearningRate 0.0779 Epoch: 2 Global Step: 39220 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:40,604-Speed 3351.30 samples/sec Loss 4.5216 LearningRate 0.0779 Epoch: 2 Global Step: 39230 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:43,664-Speed 3347.02 samples/sec Loss 4.5873 LearningRate 0.0779 Epoch: 2 Global Step: 39240 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:46,760-Speed 3308.39 samples/sec Loss 4.5134 LearningRate 0.0779 Epoch: 2 Global Step: 39250 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:49,907-Speed 3256.78 samples/sec Loss 4.4954 LearningRate 0.0779 Epoch: 2 Global Step: 39260 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:22:52,970-Speed 3344.83 samples/sec Loss 4.4555 LearningRate 0.0779 Epoch: 2 Global Step: 39270 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:22:56,017-Speed 3361.48 samples/sec Loss 4.6040 LearningRate 0.0779 Epoch: 2 Global Step: 39280 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:22:59,106-Speed 3315.09 samples/sec Loss 4.5443 LearningRate 0.0778 Epoch: 2 Global Step: 39290 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:02,208-Speed 3301.99 samples/sec Loss 4.5111 LearningRate 0.0778 Epoch: 2 Global Step: 39300 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:05,272-Speed 3344.52 samples/sec Loss 4.4097 LearningRate 0.0778 Epoch: 2 Global Step: 39310 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:08,328-Speed 3351.13 samples/sec Loss 4.4958 LearningRate 0.0778 Epoch: 2 Global Step: 39320 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:11,385-Speed 3351.04 samples/sec Loss 4.5128 LearningRate 0.0778 Epoch: 2 Global Step: 39330 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:14,509-Speed 3278.87 samples/sec Loss 4.5344 LearningRate 0.0778 Epoch: 2 Global Step: 39340 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:17,574-Speed 3340.80 samples/sec Loss 4.5431 LearningRate 0.0778 Epoch: 2 Global Step: 39350 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:20,656-Speed 3323.01 samples/sec Loss 4.4735 LearningRate 0.0778 Epoch: 2 Global Step: 39360 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:23,735-Speed 3327.39 samples/sec Loss 4.4524 LearningRate 0.0778 Epoch: 2 Global Step: 39370 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:26,801-Speed 3340.59 samples/sec Loss 4.4851 LearningRate 0.0778 Epoch: 2 Global Step: 39380 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:23:29,875-Speed 3331.62 samples/sec Loss 4.4651 LearningRate 0.0778 Epoch: 2 Global Step: 39390 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:32,954-Speed 3326.23 samples/sec Loss 4.4996 LearningRate 0.0778 Epoch: 2 Global Step: 39400 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:36,017-Speed 3343.96 samples/sec Loss 4.4807 LearningRate 0.0778 Epoch: 2 Global Step: 39410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:39,080-Speed 3344.05 samples/sec Loss 4.4594 LearningRate 0.0778 Epoch: 2 Global Step: 39420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:42,146-Speed 3341.31 samples/sec Loss 4.4940 LearningRate 0.0778 Epoch: 2 Global Step: 39430 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:45,283-Speed 3264.72 samples/sec Loss 4.5693 LearningRate 0.0778 Epoch: 2 Global Step: 39440 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:48,370-Speed 3318.05 samples/sec Loss 4.5793 LearningRate 0.0778 Epoch: 2 Global Step: 39450 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:51,515-Speed 3256.33 samples/sec Loss 4.5034 LearningRate 0.0778 Epoch: 2 Global Step: 39460 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:54,599-Speed 3321.10 samples/sec Loss 4.5394 LearningRate 0.0778 Epoch: 2 Global Step: 39470 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:23:57,737-Speed 3263.70 samples/sec Loss 4.4735 LearningRate 0.0777 Epoch: 2 Global Step: 39480 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:00,818-Speed 3324.70 samples/sec Loss 4.4595 LearningRate 0.0777 Epoch: 2 Global Step: 39490 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:24:03,962-Speed 3258.12 samples/sec Loss 4.3939 LearningRate 0.0777 Epoch: 2 Global Step: 39500 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:07,126-Speed 3236.94 samples/sec Loss 4.5030 LearningRate 0.0777 Epoch: 2 Global Step: 39510 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:10,197-Speed 3335.79 samples/sec Loss 4.4101 LearningRate 0.0777 Epoch: 2 Global Step: 39520 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:13,291-Speed 3309.96 samples/sec Loss 4.4786 LearningRate 0.0777 Epoch: 2 Global Step: 39530 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:16,392-Speed 3302.33 samples/sec Loss 4.4360 LearningRate 0.0777 Epoch: 2 Global Step: 39540 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:19,475-Speed 3322.73 samples/sec Loss 4.5007 LearningRate 0.0777 Epoch: 2 Global Step: 39550 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:22,548-Speed 3333.29 samples/sec Loss 4.5001 LearningRate 0.0777 Epoch: 2 Global Step: 39560 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:25,621-Speed 3332.95 samples/sec Loss 4.5141 LearningRate 0.0777 Epoch: 2 Global Step: 39570 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:28,696-Speed 3330.78 samples/sec Loss 4.4485 LearningRate 0.0777 Epoch: 2 Global Step: 39580 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:31,758-Speed 3344.78 samples/sec Loss 4.4653 LearningRate 0.0777 Epoch: 2 Global Step: 39590 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:34,810-Speed 3356.73 samples/sec Loss 4.4799 LearningRate 0.0777 Epoch: 2 Global Step: 39600 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:37,876-Speed 3339.92 samples/sec Loss 4.3777 LearningRate 0.0777 Epoch: 2 Global Step: 39610 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:40,942-Speed 3341.00 samples/sec Loss 4.5792 LearningRate 0.0777 Epoch: 2 Global Step: 39620 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:44,037-Speed 3309.54 samples/sec Loss 4.5371 LearningRate 0.0777 Epoch: 2 Global Step: 39630 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:47,126-Speed 3315.25 samples/sec Loss 4.4448 LearningRate 0.0777 Epoch: 2 Global Step: 39640 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:50,205-Speed 3327.09 samples/sec Loss 4.3971 LearningRate 0.0777 Epoch: 2 Global Step: 39650 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:53,275-Speed 3336.87 samples/sec Loss 4.4361 LearningRate 0.0777 Epoch: 2 Global Step: 39660 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:56,432-Speed 3244.42 samples/sec Loss 4.4053 LearningRate 0.0776 Epoch: 2 Global Step: 39670 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:24:59,508-Speed 3329.23 samples/sec Loss 4.4041 LearningRate 0.0776 Epoch: 2 Global Step: 39680 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:25:02,578-Speed 3336.00 samples/sec Loss 4.4467 LearningRate 0.0776 Epoch: 2 Global Step: 39690 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:25:05,663-Speed 3320.76 samples/sec Loss 4.3879 LearningRate 0.0776 Epoch: 2 Global Step: 39700 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:25:08,742-Speed 3326.71 samples/sec Loss 4.4543 LearningRate 0.0776 Epoch: 2 Global Step: 39710 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:25:11,874-Speed 3269.99 samples/sec Loss 4.4659 LearningRate 0.0776 Epoch: 2 Global Step: 39720 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:25:14,955-Speed 3324.15 samples/sec Loss 4.4605 LearningRate 0.0776 Epoch: 2 Global Step: 39730 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:25:18,027-Speed 3333.96 samples/sec Loss 4.4183 LearningRate 0.0776 Epoch: 2 Global Step: 39740 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:25:21,088-Speed 3346.68 samples/sec Loss 4.4844 LearningRate 0.0776 Epoch: 2 Global Step: 39750 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:25:24,227-Speed 3263.28 samples/sec Loss 4.4406 LearningRate 0.0776 Epoch: 2 Global Step: 39760 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:27,341-Speed 3288.28 samples/sec Loss 4.3857 LearningRate 0.0776 Epoch: 2 Global Step: 39770 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:30,488-Speed 3255.52 samples/sec Loss 4.4932 LearningRate 0.0776 Epoch: 2 Global Step: 39780 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:33,551-Speed 3342.99 samples/sec Loss 4.3876 LearningRate 0.0776 Epoch: 2 Global Step: 39790 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:36,611-Speed 3347.89 samples/sec Loss 4.5084 LearningRate 0.0776 Epoch: 2 Global Step: 39800 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:39,682-Speed 3335.39 samples/sec Loss 4.4208 LearningRate 0.0776 Epoch: 2 Global Step: 39810 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:42,749-Speed 3338.72 samples/sec Loss 4.5714 LearningRate 0.0776 Epoch: 2 Global Step: 39820 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:45,816-Speed 3339.59 samples/sec Loss 4.4523 LearningRate 0.0776 Epoch: 2 Global Step: 39830 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:48,882-Speed 3341.29 samples/sec Loss 4.4883 LearningRate 0.0776 Epoch: 2 Global Step: 39840 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:51,947-Speed 3341.92 samples/sec Loss 4.4710 LearningRate 0.0775 Epoch: 2 Global Step: 39850 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:55,009-Speed 3345.04 samples/sec Loss 4.4951 LearningRate 0.0775 Epoch: 2 Global Step: 39860 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:25:58,097-Speed 3317.14 samples/sec Loss 4.5182 LearningRate 0.0775 Epoch: 2 Global Step: 39870 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:01,175-Speed 3327.15 samples/sec Loss 4.5003 LearningRate 0.0775 Epoch: 2 Global Step: 39880 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:04,241-Speed 3341.04 samples/sec Loss 4.3912 LearningRate 0.0775 Epoch: 2 Global Step: 39890 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:07,308-Speed 3339.44 samples/sec Loss 4.5040 LearningRate 0.0775 Epoch: 2 Global Step: 39900 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:10,395-Speed 3317.25 samples/sec Loss 4.5566 LearningRate 0.0775 Epoch: 2 Global Step: 39910 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:13,540-Speed 3257.33 samples/sec Loss 4.5294 LearningRate 0.0775 Epoch: 2 Global Step: 39920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:16,603-Speed 3343.66 samples/sec Loss 4.4720 LearningRate 0.0775 Epoch: 2 Global Step: 39930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:19,666-Speed 3344.15 samples/sec Loss 4.3726 LearningRate 0.0775 Epoch: 2 Global Step: 39940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:22,746-Speed 3325.76 samples/sec Loss 4.4109 LearningRate 0.0775 Epoch: 2 Global Step: 39950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:26:25,810-Speed 3343.22 samples/sec Loss 4.4032 LearningRate 0.0775 Epoch: 2 Global Step: 39960 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:26:28,879-Speed 3336.55 samples/sec Loss 4.5710 LearningRate 0.0775 Epoch: 2 Global Step: 39970 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:26:31,970-Speed 3313.39 samples/sec Loss 4.4481 LearningRate 0.0775 Epoch: 2 Global Step: 39980 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:26:35,043-Speed 3334.17 samples/sec Loss 4.3815 LearningRate 0.0775 Epoch: 2 Global Step: 39990 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:26:38,110-Speed 3338.72 samples/sec Loss 4.4757 LearningRate 0.0775 Epoch: 2 Global Step: 40000 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:27:21,662-[lfw][40000]XNorm: 23.173412 Training: 2022-04-11 03:27:21,662-[lfw][40000]Accuracy-Flip: 0.99700+-0.00287 Training: 2022-04-11 03:27:21,663-[lfw][40000]Accuracy-Highest: 0.99767 Training: 2022-04-11 03:28:12,313-[cfp_fp][40000]XNorm: 21.302325 Training: 2022-04-11 03:28:12,314-[cfp_fp][40000]Accuracy-Flip: 0.97786+-0.00630 Training: 2022-04-11 03:28:12,314-[cfp_fp][40000]Accuracy-Highest: 0.98143 Training: 2022-04-11 03:28:55,818-[agedb_30][40000]XNorm: 23.249844 Training: 2022-04-11 03:28:55,818-[agedb_30][40000]Accuracy-Flip: 0.97833+-0.00833 Training: 2022-04-11 03:28:55,819-[agedb_30][40000]Accuracy-Highest: 0.97833 Training: 2022-04-11 03:28:58,870-Speed 72.75 samples/sec Loss 4.4106 LearningRate 0.0775 Epoch: 2 Global Step: 40010 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:01,922-Speed 3355.35 samples/sec Loss 4.4637 LearningRate 0.0775 Epoch: 2 Global Step: 40020 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:04,977-Speed 3353.03 samples/sec Loss 4.4836 LearningRate 0.0775 Epoch: 2 Global Step: 40030 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:08,094-Speed 3285.64 samples/sec Loss 4.4536 LearningRate 0.0774 Epoch: 2 Global Step: 40040 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:11,306-Speed 3188.50 samples/sec Loss 4.4928 LearningRate 0.0774 Epoch: 2 Global Step: 40050 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:14,373-Speed 3340.73 samples/sec Loss 4.5099 LearningRate 0.0774 Epoch: 2 Global Step: 40060 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:29:17,417-Speed 3364.43 samples/sec Loss 4.5623 LearningRate 0.0774 Epoch: 2 Global Step: 40070 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:20,506-Speed 3316.22 samples/sec Loss 4.4857 LearningRate 0.0774 Epoch: 2 Global Step: 40080 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:23,566-Speed 3346.45 samples/sec Loss 4.4667 LearningRate 0.0774 Epoch: 2 Global Step: 40090 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:26,635-Speed 3337.69 samples/sec Loss 4.5350 LearningRate 0.0774 Epoch: 2 Global Step: 40100 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:29,697-Speed 3345.18 samples/sec Loss 4.4906 LearningRate 0.0774 Epoch: 2 Global Step: 40110 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:32,747-Speed 3357.95 samples/sec Loss 4.4040 LearningRate 0.0774 Epoch: 2 Global Step: 40120 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:35,806-Speed 3348.01 samples/sec Loss 4.5165 LearningRate 0.0774 Epoch: 2 Global Step: 40130 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:38,870-Speed 3343.17 samples/sec Loss 4.4315 LearningRate 0.0774 Epoch: 2 Global Step: 40140 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:41,936-Speed 3340.82 samples/sec Loss 4.4815 LearningRate 0.0774 Epoch: 2 Global Step: 40150 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:45,046-Speed 3292.80 samples/sec Loss 4.4453 LearningRate 0.0774 Epoch: 2 Global Step: 40160 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:48,092-Speed 3362.57 samples/sec Loss 4.4333 LearningRate 0.0774 Epoch: 2 Global Step: 40170 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:51,207-Speed 3288.08 samples/sec Loss 4.4127 LearningRate 0.0774 Epoch: 2 Global Step: 40180 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:54,286-Speed 3326.97 samples/sec Loss 4.4265 LearningRate 0.0774 Epoch: 2 Global Step: 40190 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:29:57,361-Speed 3330.80 samples/sec Loss 4.4588 LearningRate 0.0774 Epoch: 2 Global Step: 40200 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:00,440-Speed 3326.28 samples/sec Loss 4.3924 LearningRate 0.0774 Epoch: 2 Global Step: 40210 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:03,557-Speed 3288.50 samples/sec Loss 4.4975 LearningRate 0.0774 Epoch: 2 Global Step: 40220 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:06,656-Speed 3304.77 samples/sec Loss 4.4939 LearningRate 0.0773 Epoch: 2 Global Step: 40230 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:09,716-Speed 3347.72 samples/sec Loss 4.4200 LearningRate 0.0773 Epoch: 2 Global Step: 40240 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:12,776-Speed 3346.77 samples/sec Loss 4.4932 LearningRate 0.0773 Epoch: 2 Global Step: 40250 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:15,838-Speed 3345.76 samples/sec Loss 4.4725 LearningRate 0.0773 Epoch: 2 Global Step: 40260 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:18,894-Speed 3350.51 samples/sec Loss 4.3996 LearningRate 0.0773 Epoch: 2 Global Step: 40270 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:30:21,940-Speed 3363.40 samples/sec Loss 4.4849 LearningRate 0.0773 Epoch: 2 Global Step: 40280 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:24,997-Speed 3349.96 samples/sec Loss 4.3843 LearningRate 0.0773 Epoch: 2 Global Step: 40290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:28,080-Speed 3322.52 samples/sec Loss 4.3715 LearningRate 0.0773 Epoch: 2 Global Step: 40300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:31,141-Speed 3345.96 samples/sec Loss 4.4611 LearningRate 0.0773 Epoch: 2 Global Step: 40310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:34,195-Speed 3353.74 samples/sec Loss 4.4405 LearningRate 0.0773 Epoch: 2 Global Step: 40320 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:37,254-Speed 3348.27 samples/sec Loss 4.4736 LearningRate 0.0773 Epoch: 2 Global Step: 40330 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:40,309-Speed 3352.50 samples/sec Loss 4.4477 LearningRate 0.0773 Epoch: 2 Global Step: 40340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:43,381-Speed 3334.56 samples/sec Loss 4.5081 LearningRate 0.0773 Epoch: 2 Global Step: 40350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:46,437-Speed 3351.14 samples/sec Loss 4.4731 LearningRate 0.0773 Epoch: 2 Global Step: 40360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:49,495-Speed 3349.53 samples/sec Loss 4.4838 LearningRate 0.0773 Epoch: 2 Global Step: 40370 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:52,540-Speed 3363.70 samples/sec Loss 4.4878 LearningRate 0.0773 Epoch: 2 Global Step: 40380 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:55,607-Speed 3339.09 samples/sec Loss 4.4948 LearningRate 0.0773 Epoch: 2 Global Step: 40390 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:30:58,687-Speed 3325.39 samples/sec Loss 4.4068 LearningRate 0.0773 Epoch: 2 Global Step: 40400 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:01,759-Speed 3334.67 samples/sec Loss 4.5036 LearningRate 0.0773 Epoch: 2 Global Step: 40410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:04,817-Speed 3349.99 samples/sec Loss 4.4927 LearningRate 0.0772 Epoch: 2 Global Step: 40420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:07,866-Speed 3359.25 samples/sec Loss 4.5036 LearningRate 0.0772 Epoch: 2 Global Step: 40430 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:10,918-Speed 3355.46 samples/sec Loss 4.4000 LearningRate 0.0772 Epoch: 2 Global Step: 40440 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:14,016-Speed 3305.82 samples/sec Loss 4.3766 LearningRate 0.0772 Epoch: 2 Global Step: 40450 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:17,102-Speed 3318.90 samples/sec Loss 4.4384 LearningRate 0.0772 Epoch: 2 Global Step: 40460 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:20,165-Speed 3344.11 samples/sec Loss 4.4556 LearningRate 0.0772 Epoch: 2 Global Step: 40470 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:23,225-Speed 3346.80 samples/sec Loss 4.5278 LearningRate 0.0772 Epoch: 2 Global Step: 40480 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:26,294-Speed 3337.80 samples/sec Loss 4.5104 LearningRate 0.0772 Epoch: 2 Global Step: 40490 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:29,357-Speed 3343.86 samples/sec Loss 4.4366 LearningRate 0.0772 Epoch: 2 Global Step: 40500 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:32,501-Speed 3257.88 samples/sec Loss 4.4498 LearningRate 0.0772 Epoch: 2 Global Step: 40510 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:35,589-Speed 3316.91 samples/sec Loss 4.4595 LearningRate 0.0772 Epoch: 2 Global Step: 40520 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:31:38,653-Speed 3343.59 samples/sec Loss 4.3949 LearningRate 0.0772 Epoch: 2 Global Step: 40530 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:41,711-Speed 3349.34 samples/sec Loss 4.4975 LearningRate 0.0772 Epoch: 2 Global Step: 40540 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:44,777-Speed 3339.66 samples/sec Loss 4.4577 LearningRate 0.0772 Epoch: 2 Global Step: 40550 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:47,853-Speed 3330.54 samples/sec Loss 4.5015 LearningRate 0.0772 Epoch: 2 Global Step: 40560 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:50,941-Speed 3316.47 samples/sec Loss 4.4533 LearningRate 0.0772 Epoch: 2 Global Step: 40570 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:54,002-Speed 3346.09 samples/sec Loss 4.4252 LearningRate 0.0772 Epoch: 2 Global Step: 40580 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:31:57,066-Speed 3343.37 samples/sec Loss 4.4579 LearningRate 0.0772 Epoch: 2 Global Step: 40590 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:32:00,137-Speed 3334.86 samples/sec Loss 4.4653 LearningRate 0.0772 Epoch: 2 Global Step: 40600 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:32:03,201-Speed 3342.44 samples/sec Loss 4.3805 LearningRate 0.0771 Epoch: 2 Global Step: 40610 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:32:06,255-Speed 3353.53 samples/sec Loss 4.4727 LearningRate 0.0771 Epoch: 2 Global Step: 40620 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:09,315-Speed 3347.52 samples/sec Loss 4.5409 LearningRate 0.0771 Epoch: 2 Global Step: 40630 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:12,379-Speed 3343.19 samples/sec Loss 4.5094 LearningRate 0.0771 Epoch: 2 Global Step: 40640 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:15,445-Speed 3340.08 samples/sec Loss 4.4477 LearningRate 0.0771 Epoch: 2 Global Step: 40650 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:18,511-Speed 3340.60 samples/sec Loss 4.4042 LearningRate 0.0771 Epoch: 2 Global Step: 40660 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:21,590-Speed 3327.15 samples/sec Loss 4.4918 LearningRate 0.0771 Epoch: 2 Global Step: 40670 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:24,692-Speed 3302.31 samples/sec Loss 4.5334 LearningRate 0.0771 Epoch: 2 Global Step: 40680 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:27,760-Speed 3337.43 samples/sec Loss 4.4126 LearningRate 0.0771 Epoch: 2 Global Step: 40690 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:30,837-Speed 3328.71 samples/sec Loss 4.4045 LearningRate 0.0771 Epoch: 2 Global Step: 40700 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:33,917-Speed 3326.65 samples/sec Loss 4.4951 LearningRate 0.0771 Epoch: 2 Global Step: 40710 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:36,978-Speed 3345.75 samples/sec Loss 4.4868 LearningRate 0.0771 Epoch: 2 Global Step: 40720 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:32:40,093-Speed 3288.75 samples/sec Loss 4.4633 LearningRate 0.0771 Epoch: 2 Global Step: 40730 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:32:43,153-Speed 3346.44 samples/sec Loss 4.5178 LearningRate 0.0771 Epoch: 2 Global Step: 40740 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:32:46,222-Speed 3337.27 samples/sec Loss 4.3923 LearningRate 0.0771 Epoch: 2 Global Step: 40750 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:32:49,307-Speed 3320.26 samples/sec Loss 4.5005 LearningRate 0.0771 Epoch: 2 Global Step: 40760 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:52,379-Speed 3333.96 samples/sec Loss 4.3775 LearningRate 0.0771 Epoch: 2 Global Step: 40770 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:55,442-Speed 3344.83 samples/sec Loss 4.4557 LearningRate 0.0771 Epoch: 2 Global Step: 40780 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:32:58,515-Speed 3332.42 samples/sec Loss 4.4437 LearningRate 0.0771 Epoch: 2 Global Step: 40790 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:01,578-Speed 3343.29 samples/sec Loss 4.3591 LearningRate 0.0770 Epoch: 2 Global Step: 40800 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:04,644-Speed 3341.10 samples/sec Loss 4.4589 LearningRate 0.0770 Epoch: 2 Global Step: 40810 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:07,714-Speed 3336.20 samples/sec Loss 4.4866 LearningRate 0.0770 Epoch: 2 Global Step: 40820 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:10,871-Speed 3244.74 samples/sec Loss 4.4603 LearningRate 0.0770 Epoch: 2 Global Step: 40830 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:13,998-Speed 3274.75 samples/sec Loss 4.4847 LearningRate 0.0770 Epoch: 2 Global Step: 40840 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:17,065-Speed 3340.27 samples/sec Loss 4.5120 LearningRate 0.0770 Epoch: 2 Global Step: 40850 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:20,128-Speed 3343.53 samples/sec Loss 4.4624 LearningRate 0.0770 Epoch: 2 Global Step: 40860 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:33:23,191-Speed 3344.18 samples/sec Loss 4.4163 LearningRate 0.0770 Epoch: 2 Global Step: 40870 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:33:26,259-Speed 3338.99 samples/sec Loss 4.4312 LearningRate 0.0770 Epoch: 2 Global Step: 40880 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:33:29,325-Speed 3339.81 samples/sec Loss 4.4600 LearningRate 0.0770 Epoch: 2 Global Step: 40890 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:32,428-Speed 3301.15 samples/sec Loss 4.4467 LearningRate 0.0770 Epoch: 2 Global Step: 40900 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:35,538-Speed 3293.23 samples/sec Loss 4.5490 LearningRate 0.0770 Epoch: 2 Global Step: 40910 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:38,606-Speed 3338.72 samples/sec Loss 4.4950 LearningRate 0.0770 Epoch: 2 Global Step: 40920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:41,667-Speed 3346.09 samples/sec Loss 4.4949 LearningRate 0.0770 Epoch: 2 Global Step: 40930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:44,734-Speed 3339.11 samples/sec Loss 4.4641 LearningRate 0.0770 Epoch: 2 Global Step: 40940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:47,872-Speed 3264.75 samples/sec Loss 4.3179 LearningRate 0.0770 Epoch: 2 Global Step: 40950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:50,938-Speed 3340.26 samples/sec Loss 4.4339 LearningRate 0.0770 Epoch: 2 Global Step: 40960 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:54,005-Speed 3339.93 samples/sec Loss 4.4398 LearningRate 0.0770 Epoch: 2 Global Step: 40970 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:33:57,076-Speed 3335.01 samples/sec Loss 4.3096 LearningRate 0.0770 Epoch: 2 Global Step: 40980 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:00,247-Speed 3229.61 samples/sec Loss 4.4708 LearningRate 0.0769 Epoch: 2 Global Step: 40990 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:03,332-Speed 3320.24 samples/sec Loss 4.4286 LearningRate 0.0769 Epoch: 2 Global Step: 41000 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:06,433-Speed 3303.32 samples/sec Loss 4.3531 LearningRate 0.0769 Epoch: 2 Global Step: 41010 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:09,589-Speed 3244.37 samples/sec Loss 4.4403 LearningRate 0.0769 Epoch: 2 Global Step: 41020 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:12,738-Speed 3253.48 samples/sec Loss 4.4927 LearningRate 0.0769 Epoch: 2 Global Step: 41030 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:15,838-Speed 3304.33 samples/sec Loss 4.4250 LearningRate 0.0769 Epoch: 2 Global Step: 41040 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:18,909-Speed 3335.01 samples/sec Loss 4.3391 LearningRate 0.0769 Epoch: 2 Global Step: 41050 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:21,974-Speed 3341.25 samples/sec Loss 4.3517 LearningRate 0.0769 Epoch: 2 Global Step: 41060 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:25,151-Speed 3224.70 samples/sec Loss 4.4473 LearningRate 0.0769 Epoch: 2 Global Step: 41070 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:28,253-Speed 3302.69 samples/sec Loss 4.5132 LearningRate 0.0769 Epoch: 2 Global Step: 41080 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:31,481-Speed 3172.38 samples/sec Loss 4.4481 LearningRate 0.0769 Epoch: 2 Global Step: 41090 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:34,580-Speed 3304.51 samples/sec Loss 4.3843 LearningRate 0.0769 Epoch: 2 Global Step: 41100 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:37,643-Speed 3344.24 samples/sec Loss 4.4553 LearningRate 0.0769 Epoch: 2 Global Step: 41110 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:40,714-Speed 3335.33 samples/sec Loss 4.4242 LearningRate 0.0769 Epoch: 2 Global Step: 41120 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:43,787-Speed 3332.96 samples/sec Loss 4.3905 LearningRate 0.0769 Epoch: 2 Global Step: 41130 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:46,863-Speed 3330.37 samples/sec Loss 4.3524 LearningRate 0.0769 Epoch: 2 Global Step: 41140 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:49,971-Speed 3295.62 samples/sec Loss 4.3817 LearningRate 0.0769 Epoch: 2 Global Step: 41150 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:34:53,040-Speed 3337.73 samples/sec Loss 4.4462 LearningRate 0.0769 Epoch: 2 Global Step: 41160 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:56,137-Speed 3307.05 samples/sec Loss 4.3969 LearningRate 0.0769 Epoch: 2 Global Step: 41170 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:34:59,209-Speed 3333.75 samples/sec Loss 4.3943 LearningRate 0.0768 Epoch: 2 Global Step: 41180 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:02,288-Speed 3326.91 samples/sec Loss 4.4740 LearningRate 0.0768 Epoch: 2 Global Step: 41190 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:05,497-Speed 3191.32 samples/sec Loss 4.3852 LearningRate 0.0768 Epoch: 2 Global Step: 41200 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:08,622-Speed 3278.11 samples/sec Loss 4.5356 LearningRate 0.0768 Epoch: 2 Global Step: 41210 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:11,693-Speed 3335.10 samples/sec Loss 4.4394 LearningRate 0.0768 Epoch: 2 Global Step: 41220 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:14,765-Speed 3334.96 samples/sec Loss 4.4494 LearningRate 0.0768 Epoch: 2 Global Step: 41230 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:17,830-Speed 3340.92 samples/sec Loss 4.4821 LearningRate 0.0768 Epoch: 2 Global Step: 41240 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:20,897-Speed 3339.81 samples/sec Loss 4.3126 LearningRate 0.0768 Epoch: 2 Global Step: 41250 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:23,997-Speed 3303.70 samples/sec Loss 4.3943 LearningRate 0.0768 Epoch: 2 Global Step: 41260 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:27,074-Speed 3329.18 samples/sec Loss 4.4265 LearningRate 0.0768 Epoch: 2 Global Step: 41270 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:30,154-Speed 3324.63 samples/sec Loss 4.4669 LearningRate 0.0768 Epoch: 2 Global Step: 41280 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:35:33,263-Speed 3294.83 samples/sec Loss 4.4949 LearningRate 0.0768 Epoch: 2 Global Step: 41290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:35:36,348-Speed 3320.92 samples/sec Loss 4.4551 LearningRate 0.0768 Epoch: 2 Global Step: 41300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:35:39,402-Speed 3353.23 samples/sec Loss 4.4227 LearningRate 0.0768 Epoch: 2 Global Step: 41310 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:42,485-Speed 3322.59 samples/sec Loss 4.3484 LearningRate 0.0768 Epoch: 2 Global Step: 41320 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:45,550-Speed 3340.87 samples/sec Loss 4.4072 LearningRate 0.0768 Epoch: 2 Global Step: 41330 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:48,650-Speed 3305.12 samples/sec Loss 4.4269 LearningRate 0.0768 Epoch: 2 Global Step: 41340 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:51,747-Speed 3306.74 samples/sec Loss 4.5014 LearningRate 0.0768 Epoch: 2 Global Step: 41350 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:54,813-Speed 3340.29 samples/sec Loss 4.4399 LearningRate 0.0768 Epoch: 2 Global Step: 41360 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:35:57,884-Speed 3335.46 samples/sec Loss 4.4012 LearningRate 0.0768 Epoch: 2 Global Step: 41370 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:00,948-Speed 3342.68 samples/sec Loss 4.4205 LearningRate 0.0767 Epoch: 2 Global Step: 41380 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:04,031-Speed 3322.11 samples/sec Loss 4.4717 LearningRate 0.0767 Epoch: 2 Global Step: 41390 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:07,095-Speed 3343.25 samples/sec Loss 4.4398 LearningRate 0.0767 Epoch: 2 Global Step: 41400 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:10,159-Speed 3342.29 samples/sec Loss 4.4723 LearningRate 0.0767 Epoch: 2 Global Step: 41410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:36:13,224-Speed 3342.56 samples/sec Loss 4.3720 LearningRate 0.0767 Epoch: 2 Global Step: 41420 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:16,317-Speed 3311.12 samples/sec Loss 4.3810 LearningRate 0.0767 Epoch: 2 Global Step: 41430 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:19,394-Speed 3328.86 samples/sec Loss 4.4354 LearningRate 0.0767 Epoch: 2 Global Step: 41440 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:22,494-Speed 3303.04 samples/sec Loss 4.3839 LearningRate 0.0767 Epoch: 2 Global Step: 41450 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:25,559-Speed 3342.88 samples/sec Loss 4.3839 LearningRate 0.0767 Epoch: 2 Global Step: 41460 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:28,644-Speed 3319.28 samples/sec Loss 4.4637 LearningRate 0.0767 Epoch: 2 Global Step: 41470 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:31,709-Speed 3342.17 samples/sec Loss 4.4086 LearningRate 0.0767 Epoch: 2 Global Step: 41480 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:34,781-Speed 3333.95 samples/sec Loss 4.4320 LearningRate 0.0767 Epoch: 2 Global Step: 41490 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:37,843-Speed 3344.85 samples/sec Loss 4.4370 LearningRate 0.0767 Epoch: 2 Global Step: 41500 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:40,914-Speed 3335.16 samples/sec Loss 4.3881 LearningRate 0.0767 Epoch: 2 Global Step: 41510 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:36:44,052-Speed 3264.62 samples/sec Loss 4.4641 LearningRate 0.0767 Epoch: 2 Global Step: 41520 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:36:47,123-Speed 3335.15 samples/sec Loss 4.4656 LearningRate 0.0767 Epoch: 2 Global Step: 41530 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:36:50,196-Speed 3333.34 samples/sec Loss 4.4290 LearningRate 0.0767 Epoch: 2 Global Step: 41540 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:36:53,259-Speed 3343.16 samples/sec Loss 4.3776 LearningRate 0.0767 Epoch: 2 Global Step: 41550 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:36:56,340-Speed 3324.97 samples/sec Loss 4.4374 LearningRate 0.0767 Epoch: 2 Global Step: 41560 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:36:59,408-Speed 3338.75 samples/sec Loss 4.4775 LearningRate 0.0766 Epoch: 2 Global Step: 41570 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:37:02,482-Speed 3332.13 samples/sec Loss 4.3715 LearningRate 0.0766 Epoch: 2 Global Step: 41580 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:37:05,545-Speed 3343.41 samples/sec Loss 4.4740 LearningRate 0.0766 Epoch: 2 Global Step: 41590 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:37:08,618-Speed 3333.68 samples/sec Loss 4.4302 LearningRate 0.0766 Epoch: 2 Global Step: 41600 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:37:11,691-Speed 3332.03 samples/sec Loss 4.4908 LearningRate 0.0766 Epoch: 2 Global Step: 41610 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:37:14,757-Speed 3340.73 samples/sec Loss 4.4953 LearningRate 0.0766 Epoch: 2 Global Step: 41620 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:37:17,820-Speed 3343.99 samples/sec Loss 4.3112 LearningRate 0.0766 Epoch: 2 Global Step: 41630 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:37:20,859-Speed 3370.14 samples/sec Loss 4.3241 LearningRate 0.0766 Epoch: 2 Global Step: 41640 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:23,929-Speed 3337.15 samples/sec Loss 4.3704 LearningRate 0.0766 Epoch: 2 Global Step: 41650 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:26,992-Speed 3343.89 samples/sec Loss 4.3164 LearningRate 0.0766 Epoch: 2 Global Step: 41660 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:30,058-Speed 3340.95 samples/sec Loss 4.5964 LearningRate 0.0766 Epoch: 2 Global Step: 41670 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:33,118-Speed 3346.54 samples/sec Loss 4.4300 LearningRate 0.0766 Epoch: 2 Global Step: 41680 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:36,206-Speed 3317.76 samples/sec Loss 4.4203 LearningRate 0.0766 Epoch: 2 Global Step: 41690 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:39,281-Speed 3330.44 samples/sec Loss 4.4637 LearningRate 0.0766 Epoch: 2 Global Step: 41700 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:42,353-Speed 3333.78 samples/sec Loss 4.4055 LearningRate 0.0766 Epoch: 2 Global Step: 41710 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:45,421-Speed 3338.44 samples/sec Loss 4.4117 LearningRate 0.0766 Epoch: 2 Global Step: 41720 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:48,508-Speed 3318.58 samples/sec Loss 4.4224 LearningRate 0.0766 Epoch: 2 Global Step: 41730 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:37:51,573-Speed 3340.91 samples/sec Loss 4.4618 LearningRate 0.0766 Epoch: 2 Global Step: 41740 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:37:54,635-Speed 3345.93 samples/sec Loss 4.3394 LearningRate 0.0766 Epoch: 2 Global Step: 41750 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:37:57,701-Speed 3340.57 samples/sec Loss 4.3720 LearningRate 0.0765 Epoch: 2 Global Step: 41760 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:00,774-Speed 3332.77 samples/sec Loss 4.4232 LearningRate 0.0765 Epoch: 2 Global Step: 41770 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:03,845-Speed 3335.44 samples/sec Loss 4.3474 LearningRate 0.0765 Epoch: 2 Global Step: 41780 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:06,924-Speed 3326.54 samples/sec Loss 4.4366 LearningRate 0.0765 Epoch: 2 Global Step: 41790 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:09,995-Speed 3334.67 samples/sec Loss 4.3297 LearningRate 0.0765 Epoch: 2 Global Step: 41800 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:13,071-Speed 3330.25 samples/sec Loss 4.3896 LearningRate 0.0765 Epoch: 2 Global Step: 41810 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:16,155-Speed 3320.83 samples/sec Loss 4.4025 LearningRate 0.0765 Epoch: 2 Global Step: 41820 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:19,334-Speed 3221.86 samples/sec Loss 4.3076 LearningRate 0.0765 Epoch: 2 Global Step: 41830 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:22,414-Speed 3325.25 samples/sec Loss 4.4182 LearningRate 0.0765 Epoch: 2 Global Step: 41840 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:38:25,484-Speed 3336.99 samples/sec Loss 4.4111 LearningRate 0.0765 Epoch: 2 Global Step: 41850 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:38:28,542-Speed 3349.53 samples/sec Loss 4.4509 LearningRate 0.0765 Epoch: 2 Global Step: 41860 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:31,668-Speed 3276.10 samples/sec Loss 4.4337 LearningRate 0.0765 Epoch: 2 Global Step: 41870 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:34,773-Speed 3299.36 samples/sec Loss 4.3603 LearningRate 0.0765 Epoch: 2 Global Step: 41880 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:37,919-Speed 3255.06 samples/sec Loss 4.4157 LearningRate 0.0765 Epoch: 2 Global Step: 41890 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:41,013-Speed 3310.49 samples/sec Loss 4.4325 LearningRate 0.0765 Epoch: 2 Global Step: 41900 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:44,097-Speed 3321.26 samples/sec Loss 4.3377 LearningRate 0.0765 Epoch: 2 Global Step: 41910 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:47,199-Speed 3301.83 samples/sec Loss 4.4012 LearningRate 0.0765 Epoch: 2 Global Step: 41920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:50,308-Speed 3295.02 samples/sec Loss 4.5327 LearningRate 0.0765 Epoch: 2 Global Step: 41930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:53,390-Speed 3323.32 samples/sec Loss 4.4076 LearningRate 0.0765 Epoch: 2 Global Step: 41940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:56,455-Speed 3340.58 samples/sec Loss 4.3933 LearningRate 0.0764 Epoch: 2 Global Step: 41950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:38:59,585-Speed 3273.03 samples/sec Loss 4.3725 LearningRate 0.0764 Epoch: 2 Global Step: 41960 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:39:02,653-Speed 3338.59 samples/sec Loss 4.2900 LearningRate 0.0764 Epoch: 2 Global Step: 41970 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:39:05,753-Speed 3303.60 samples/sec Loss 4.4182 LearningRate 0.0764 Epoch: 2 Global Step: 41980 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:39:08,837-Speed 3320.91 samples/sec Loss 4.4766 LearningRate 0.0764 Epoch: 2 Global Step: 41990 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:39:11,948-Speed 3292.98 samples/sec Loss 4.3442 LearningRate 0.0764 Epoch: 2 Global Step: 42000 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:39:55,858-[lfw][42000]XNorm: 21.622965 Training: 2022-04-11 03:39:55,859-[lfw][42000]Accuracy-Flip: 0.99717+-0.00269 Training: 2022-04-11 03:39:55,859-[lfw][42000]Accuracy-Highest: 0.99767 Training: 2022-04-11 03:40:46,668-[cfp_fp][42000]XNorm: 19.723359 Training: 2022-04-11 03:40:46,668-[cfp_fp][42000]Accuracy-Flip: 0.97971+-0.00758 Training: 2022-04-11 03:40:46,669-[cfp_fp][42000]Accuracy-Highest: 0.98143 Training: 2022-04-11 03:41:30,286-[agedb_30][42000]XNorm: 21.682372 Training: 2022-04-11 03:41:30,287-[agedb_30][42000]Accuracy-Flip: 0.97917+-0.00768 Training: 2022-04-11 03:41:30,287-[agedb_30][42000]Accuracy-Highest: 0.97917 Training: 2022-04-11 03:41:33,345-Speed 72.42 samples/sec Loss 4.4143 LearningRate 0.0764 Epoch: 2 Global Step: 42010 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:36,403-Speed 3348.97 samples/sec Loss 4.4399 LearningRate 0.0764 Epoch: 2 Global Step: 42020 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:39,460-Speed 3351.43 samples/sec Loss 4.3516 LearningRate 0.0764 Epoch: 2 Global Step: 42030 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:42,514-Speed 3353.12 samples/sec Loss 4.3069 LearningRate 0.0764 Epoch: 2 Global Step: 42040 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:45,632-Speed 3285.28 samples/sec Loss 4.4370 LearningRate 0.0764 Epoch: 2 Global Step: 42050 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:48,683-Speed 3356.79 samples/sec Loss 4.4823 LearningRate 0.0764 Epoch: 2 Global Step: 42060 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:51,751-Speed 3338.32 samples/sec Loss 4.4038 LearningRate 0.0764 Epoch: 2 Global Step: 42070 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:54,807-Speed 3352.13 samples/sec Loss 4.4075 LearningRate 0.0764 Epoch: 2 Global Step: 42080 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:41:57,869-Speed 3344.17 samples/sec Loss 4.5011 LearningRate 0.0764 Epoch: 2 Global Step: 42090 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:00,928-Speed 3348.42 samples/sec Loss 4.3958 LearningRate 0.0764 Epoch: 2 Global Step: 42100 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:04,069-Speed 3260.60 samples/sec Loss 4.4815 LearningRate 0.0764 Epoch: 2 Global Step: 42110 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:07,137-Speed 3338.80 samples/sec Loss 4.3173 LearningRate 0.0764 Epoch: 2 Global Step: 42120 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:10,198-Speed 3346.48 samples/sec Loss 4.4582 LearningRate 0.0764 Epoch: 2 Global Step: 42130 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:13,418-Speed 3181.25 samples/sec Loss 4.4555 LearningRate 0.0763 Epoch: 2 Global Step: 42140 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:16,510-Speed 3312.37 samples/sec Loss 4.4607 LearningRate 0.0763 Epoch: 2 Global Step: 42150 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:19,572-Speed 3344.46 samples/sec Loss 4.3368 LearningRate 0.0763 Epoch: 2 Global Step: 42160 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:42:22,635-Speed 3344.60 samples/sec Loss 4.4470 LearningRate 0.0763 Epoch: 2 Global Step: 42170 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:25,743-Speed 3294.68 samples/sec Loss 4.3764 LearningRate 0.0763 Epoch: 2 Global Step: 42180 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:28,803-Speed 3347.83 samples/sec Loss 4.3884 LearningRate 0.0763 Epoch: 2 Global Step: 42190 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:31,933-Speed 3271.95 samples/sec Loss 4.3923 LearningRate 0.0763 Epoch: 2 Global Step: 42200 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:34,997-Speed 3342.28 samples/sec Loss 4.3461 LearningRate 0.0763 Epoch: 2 Global Step: 42210 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:38,096-Speed 3305.87 samples/sec Loss 4.3646 LearningRate 0.0763 Epoch: 2 Global Step: 42220 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:41,181-Speed 3320.32 samples/sec Loss 4.4066 LearningRate 0.0763 Epoch: 2 Global Step: 42230 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:44,251-Speed 3336.26 samples/sec Loss 4.4092 LearningRate 0.0763 Epoch: 2 Global Step: 42240 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:47,358-Speed 3296.22 samples/sec Loss 4.3062 LearningRate 0.0763 Epoch: 2 Global Step: 42250 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:50,435-Speed 3328.38 samples/sec Loss 4.3984 LearningRate 0.0763 Epoch: 2 Global Step: 42260 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:53,507-Speed 3333.78 samples/sec Loss 4.3793 LearningRate 0.0763 Epoch: 2 Global Step: 42270 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:42:56,589-Speed 3323.64 samples/sec Loss 4.3115 LearningRate 0.0763 Epoch: 2 Global Step: 42280 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:42:59,712-Speed 3279.50 samples/sec Loss 4.3735 LearningRate 0.0763 Epoch: 2 Global Step: 42290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:02,794-Speed 3323.58 samples/sec Loss 4.4932 LearningRate 0.0763 Epoch: 2 Global Step: 42300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:05,860-Speed 3340.49 samples/sec Loss 4.3001 LearningRate 0.0763 Epoch: 2 Global Step: 42310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:08,942-Speed 3323.74 samples/sec Loss 4.3595 LearningRate 0.0763 Epoch: 2 Global Step: 42320 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:12,011-Speed 3337.44 samples/sec Loss 4.2965 LearningRate 0.0762 Epoch: 2 Global Step: 42330 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:15,074-Speed 3343.26 samples/sec Loss 4.3717 LearningRate 0.0762 Epoch: 2 Global Step: 42340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:18,134-Speed 3347.19 samples/sec Loss 4.3404 LearningRate 0.0762 Epoch: 2 Global Step: 42350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:21,198-Speed 3342.60 samples/sec Loss 4.4114 LearningRate 0.0762 Epoch: 2 Global Step: 42360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:24,262-Speed 3343.54 samples/sec Loss 4.4790 LearningRate 0.0762 Epoch: 2 Global Step: 42370 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:27,400-Speed 3264.20 samples/sec Loss 4.3479 LearningRate 0.0762 Epoch: 2 Global Step: 42380 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:30,518-Speed 3284.18 samples/sec Loss 4.4923 LearningRate 0.0762 Epoch: 2 Global Step: 42390 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:33,688-Speed 3231.17 samples/sec Loss 4.4102 LearningRate 0.0762 Epoch: 2 Global Step: 42400 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:36,762-Speed 3332.83 samples/sec Loss 4.4113 LearningRate 0.0762 Epoch: 2 Global Step: 42410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:39,837-Speed 3330.05 samples/sec Loss 4.2828 LearningRate 0.0762 Epoch: 2 Global Step: 42420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:42,895-Speed 3349.26 samples/sec Loss 4.3998 LearningRate 0.0762 Epoch: 2 Global Step: 42430 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:45,969-Speed 3332.44 samples/sec Loss 4.3876 LearningRate 0.0762 Epoch: 2 Global Step: 42440 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:49,039-Speed 3335.58 samples/sec Loss 4.3734 LearningRate 0.0762 Epoch: 2 Global Step: 42450 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:52,101-Speed 3345.77 samples/sec Loss 4.3127 LearningRate 0.0762 Epoch: 2 Global Step: 42460 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:55,240-Speed 3262.27 samples/sec Loss 4.4518 LearningRate 0.0762 Epoch: 2 Global Step: 42470 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:43:58,308-Speed 3339.00 samples/sec Loss 4.2940 LearningRate 0.0762 Epoch: 2 Global Step: 42480 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:44:01,457-Speed 3252.34 samples/sec Loss 4.2686 LearningRate 0.0762 Epoch: 2 Global Step: 42490 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:04,523-Speed 3340.23 samples/sec Loss 4.3837 LearningRate 0.0762 Epoch: 2 Global Step: 42500 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:07,602-Speed 3327.05 samples/sec Loss 4.3352 LearningRate 0.0762 Epoch: 2 Global Step: 42510 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:10,694-Speed 3312.22 samples/sec Loss 4.4152 LearningRate 0.0761 Epoch: 2 Global Step: 42520 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:13,755-Speed 3347.23 samples/sec Loss 4.4045 LearningRate 0.0761 Epoch: 2 Global Step: 42530 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:16,822-Speed 3338.98 samples/sec Loss 4.3385 LearningRate 0.0761 Epoch: 2 Global Step: 42540 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:19,873-Speed 3356.80 samples/sec Loss 4.3158 LearningRate 0.0761 Epoch: 2 Global Step: 42550 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:22,943-Speed 3336.67 samples/sec Loss 4.3662 LearningRate 0.0761 Epoch: 2 Global Step: 42560 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:26,027-Speed 3321.92 samples/sec Loss 4.3324 LearningRate 0.0761 Epoch: 2 Global Step: 42570 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:29,103-Speed 3330.10 samples/sec Loss 4.4189 LearningRate 0.0761 Epoch: 2 Global Step: 42580 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:32,228-Speed 3277.62 samples/sec Loss 4.4278 LearningRate 0.0761 Epoch: 2 Global Step: 42590 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:35,298-Speed 3336.23 samples/sec Loss 4.2955 LearningRate 0.0761 Epoch: 2 Global Step: 42600 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:38,422-Speed 3278.17 samples/sec Loss 4.3824 LearningRate 0.0761 Epoch: 2 Global Step: 42610 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:41,541-Speed 3283.53 samples/sec Loss 4.4504 LearningRate 0.0761 Epoch: 2 Global Step: 42620 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:44,625-Speed 3322.16 samples/sec Loss 4.3820 LearningRate 0.0761 Epoch: 2 Global Step: 42630 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:47,697-Speed 3342.61 samples/sec Loss 4.3948 LearningRate 0.0761 Epoch: 2 Global Step: 42640 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:44:50,780-Speed 3321.63 samples/sec Loss 4.3851 LearningRate 0.0761 Epoch: 2 Global Step: 42650 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:54,003-Speed 3178.40 samples/sec Loss 4.3613 LearningRate 0.0761 Epoch: 2 Global Step: 42660 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:44:57,081-Speed 3327.72 samples/sec Loss 4.3848 LearningRate 0.0761 Epoch: 2 Global Step: 42670 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:00,183-Speed 3301.95 samples/sec Loss 4.3628 LearningRate 0.0761 Epoch: 2 Global Step: 42680 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:03,310-Speed 3275.45 samples/sec Loss 4.3734 LearningRate 0.0761 Epoch: 2 Global Step: 42690 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:06,378-Speed 3338.88 samples/sec Loss 4.3260 LearningRate 0.0761 Epoch: 2 Global Step: 42700 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:09,463-Speed 3319.36 samples/sec Loss 4.2725 LearningRate 0.0760 Epoch: 2 Global Step: 42710 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:12,533-Speed 3336.29 samples/sec Loss 4.3890 LearningRate 0.0760 Epoch: 2 Global Step: 42720 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:15,600-Speed 3340.44 samples/sec Loss 4.3731 LearningRate 0.0760 Epoch: 2 Global Step: 42730 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:18,685-Speed 3319.43 samples/sec Loss 4.3182 LearningRate 0.0760 Epoch: 2 Global Step: 42740 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:21,757-Speed 3334.05 samples/sec Loss 4.3453 LearningRate 0.0760 Epoch: 2 Global Step: 42750 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:45:24,824-Speed 3339.91 samples/sec Loss 4.2985 LearningRate 0.0760 Epoch: 2 Global Step: 42760 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:27,896-Speed 3333.81 samples/sec Loss 4.3556 LearningRate 0.0760 Epoch: 2 Global Step: 42770 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:30,965-Speed 3338.03 samples/sec Loss 4.4024 LearningRate 0.0760 Epoch: 2 Global Step: 42780 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:34,030-Speed 3341.52 samples/sec Loss 4.3257 LearningRate 0.0760 Epoch: 2 Global Step: 42790 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:37,136-Speed 3297.38 samples/sec Loss 4.2420 LearningRate 0.0760 Epoch: 2 Global Step: 42800 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:40,222-Speed 3319.10 samples/sec Loss 4.3575 LearningRate 0.0760 Epoch: 2 Global Step: 42810 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:43,290-Speed 3338.70 samples/sec Loss 4.3224 LearningRate 0.0760 Epoch: 2 Global Step: 42820 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:46,385-Speed 3309.15 samples/sec Loss 4.3771 LearningRate 0.0760 Epoch: 2 Global Step: 42830 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:49,481-Speed 3307.97 samples/sec Loss 4.3017 LearningRate 0.0760 Epoch: 2 Global Step: 42840 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:52,566-Speed 3320.35 samples/sec Loss 4.3434 LearningRate 0.0760 Epoch: 2 Global Step: 42850 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:45:55,628-Speed 3345.49 samples/sec Loss 4.2942 LearningRate 0.0760 Epoch: 2 Global Step: 42860 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:45:58,699-Speed 3334.81 samples/sec Loss 4.2802 LearningRate 0.0760 Epoch: 2 Global Step: 42870 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:46:01,790-Speed 3313.49 samples/sec Loss 4.4405 LearningRate 0.0760 Epoch: 2 Global Step: 42880 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:46:04,852-Speed 3344.74 samples/sec Loss 4.3386 LearningRate 0.0760 Epoch: 2 Global Step: 42890 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:46:07,929-Speed 3329.24 samples/sec Loss 4.3461 LearningRate 0.0759 Epoch: 2 Global Step: 42900 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:11,001-Speed 3333.24 samples/sec Loss 4.4044 LearningRate 0.0759 Epoch: 2 Global Step: 42910 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:14,145-Speed 3257.98 samples/sec Loss 4.3365 LearningRate 0.0759 Epoch: 2 Global Step: 42920 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:17,230-Speed 3319.38 samples/sec Loss 4.4276 LearningRate 0.0759 Epoch: 2 Global Step: 42930 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:20,375-Speed 3257.11 samples/sec Loss 4.2999 LearningRate 0.0759 Epoch: 2 Global Step: 42940 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:23,519-Speed 3257.82 samples/sec Loss 4.3685 LearningRate 0.0759 Epoch: 2 Global Step: 42950 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:26,638-Speed 3284.62 samples/sec Loss 4.3026 LearningRate 0.0759 Epoch: 2 Global Step: 42960 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:29,721-Speed 3322.14 samples/sec Loss 4.4297 LearningRate 0.0759 Epoch: 2 Global Step: 42970 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:32,793-Speed 3334.18 samples/sec Loss 4.3908 LearningRate 0.0759 Epoch: 2 Global Step: 42980 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:35,883-Speed 3313.88 samples/sec Loss 4.3236 LearningRate 0.0759 Epoch: 2 Global Step: 42990 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:46:38,961-Speed 3328.15 samples/sec Loss 4.3366 LearningRate 0.0759 Epoch: 2 Global Step: 43000 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:46:42,044-Speed 3321.96 samples/sec Loss 4.3297 LearningRate 0.0759 Epoch: 2 Global Step: 43010 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:46:45,235-Speed 3210.04 samples/sec Loss 4.4267 LearningRate 0.0759 Epoch: 2 Global Step: 43020 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:46:48,315-Speed 3326.11 samples/sec Loss 4.4260 LearningRate 0.0759 Epoch: 2 Global Step: 43030 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:46:51,385-Speed 3335.74 samples/sec Loss 4.3779 LearningRate 0.0759 Epoch: 2 Global Step: 43040 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:46:54,451-Speed 3341.04 samples/sec Loss 4.4058 LearningRate 0.0759 Epoch: 2 Global Step: 43050 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:46:57,516-Speed 3341.29 samples/sec Loss 4.3594 LearningRate 0.0759 Epoch: 2 Global Step: 43060 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:47:00,581-Speed 3341.30 samples/sec Loss 4.3578 LearningRate 0.0759 Epoch: 2 Global Step: 43070 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:47:03,651-Speed 3336.56 samples/sec Loss 4.3257 LearningRate 0.0759 Epoch: 2 Global Step: 43080 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:47:06,728-Speed 3328.96 samples/sec Loss 4.3815 LearningRate 0.0758 Epoch: 2 Global Step: 43090 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:47:09,789-Speed 3345.55 samples/sec Loss 4.2801 LearningRate 0.0758 Epoch: 2 Global Step: 43100 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:47:12,863-Speed 3332.13 samples/sec Loss 4.4047 LearningRate 0.0758 Epoch: 2 Global Step: 43110 Fp16 Grad Scale: 32768 Required: 31 hours Training: 2022-04-11 03:47:15,934-Speed 3335.25 samples/sec Loss 4.2918 LearningRate 0.0758 Epoch: 2 Global Step: 43120 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:19,055-Speed 3282.15 samples/sec Loss 4.1983 LearningRate 0.0758 Epoch: 2 Global Step: 43130 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:22,160-Speed 3299.12 samples/sec Loss 4.3135 LearningRate 0.0758 Epoch: 2 Global Step: 43140 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:25,226-Speed 3339.43 samples/sec Loss 4.4061 LearningRate 0.0758 Epoch: 2 Global Step: 43150 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:28,297-Speed 3335.26 samples/sec Loss 4.3222 LearningRate 0.0758 Epoch: 2 Global Step: 43160 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:31,401-Speed 3299.79 samples/sec Loss 4.3145 LearningRate 0.0758 Epoch: 2 Global Step: 43170 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:34,477-Speed 3329.56 samples/sec Loss 4.2991 LearningRate 0.0758 Epoch: 2 Global Step: 43180 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:37,680-Speed 3198.17 samples/sec Loss 4.4084 LearningRate 0.0758 Epoch: 2 Global Step: 43190 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:40,761-Speed 3323.72 samples/sec Loss 4.3860 LearningRate 0.0758 Epoch: 2 Global Step: 43200 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:43,849-Speed 3317.52 samples/sec Loss 4.4324 LearningRate 0.0758 Epoch: 2 Global Step: 43210 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:47:46,919-Speed 3336.18 samples/sec Loss 4.3888 LearningRate 0.0758 Epoch: 2 Global Step: 43220 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:47:50,002-Speed 3322.43 samples/sec Loss 4.4752 LearningRate 0.0758 Epoch: 2 Global Step: 43230 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:47:53,072-Speed 3336.51 samples/sec Loss 4.2489 LearningRate 0.0758 Epoch: 2 Global Step: 43240 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:47:56,142-Speed 3336.08 samples/sec Loss 4.3895 LearningRate 0.0758 Epoch: 2 Global Step: 43250 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:47:59,213-Speed 3335.21 samples/sec Loss 4.2845 LearningRate 0.0758 Epoch: 2 Global Step: 43260 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:02,286-Speed 3332.40 samples/sec Loss 4.3100 LearningRate 0.0758 Epoch: 2 Global Step: 43270 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:05,360-Speed 3332.29 samples/sec Loss 4.3746 LearningRate 0.0758 Epoch: 2 Global Step: 43280 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:08,432-Speed 3333.44 samples/sec Loss 4.3102 LearningRate 0.0757 Epoch: 2 Global Step: 43290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:11,501-Speed 3338.00 samples/sec Loss 4.2710 LearningRate 0.0757 Epoch: 2 Global Step: 43300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:14,566-Speed 3342.15 samples/sec Loss 4.4019 LearningRate 0.0757 Epoch: 2 Global Step: 43310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:17,630-Speed 3342.22 samples/sec Loss 4.2314 LearningRate 0.0757 Epoch: 2 Global Step: 43320 Fp16 Grad Scale: 262144 Required: 31 hours Training: 2022-04-11 03:48:20,693-Speed 3343.96 samples/sec Loss 4.4237 LearningRate 0.0757 Epoch: 2 Global Step: 43330 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:23,762-Speed 3337.24 samples/sec Loss 4.2674 LearningRate 0.0757 Epoch: 2 Global Step: 43340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:26,830-Speed 3339.13 samples/sec Loss 4.4547 LearningRate 0.0757 Epoch: 2 Global Step: 43350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:29,898-Speed 3337.84 samples/sec Loss 4.4349 LearningRate 0.0757 Epoch: 2 Global Step: 43360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:48:32,972-Speed 3331.66 samples/sec Loss 4.3860 LearningRate 0.0757 Epoch: 2 Global Step: 43370 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:48:36,045-Speed 3333.91 samples/sec Loss 4.3116 LearningRate 0.0757 Epoch: 2 Global Step: 43380 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:48:39,175-Speed 3272.06 samples/sec Loss 4.3403 LearningRate 0.0757 Epoch: 2 Global Step: 43390 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:48:42,278-Speed 3300.94 samples/sec Loss 4.4207 LearningRate 0.0757 Epoch: 2 Global Step: 43400 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:48:45,347-Speed 3337.59 samples/sec Loss 4.3728 LearningRate 0.0757 Epoch: 2 Global Step: 43410 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:48:48,481-Speed 3268.05 samples/sec Loss 4.3603 LearningRate 0.0757 Epoch: 2 Global Step: 43420 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:48:51,552-Speed 3334.74 samples/sec Loss 4.3005 LearningRate 0.0757 Epoch: 2 Global Step: 43430 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:48:54,659-Speed 3296.52 samples/sec Loss 4.3284 LearningRate 0.0757 Epoch: 2 Global Step: 43440 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:48:57,728-Speed 3337.04 samples/sec Loss 4.3203 LearningRate 0.0757 Epoch: 2 Global Step: 43450 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:49:00,833-Speed 3299.27 samples/sec Loss 4.2733 LearningRate 0.0757 Epoch: 2 Global Step: 43460 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:49:03,904-Speed 3335.16 samples/sec Loss 4.3017 LearningRate 0.0757 Epoch: 2 Global Step: 43470 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:06,983-Speed 3326.61 samples/sec Loss 4.3894 LearningRate 0.0756 Epoch: 2 Global Step: 43480 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:10,071-Speed 3317.26 samples/sec Loss 4.3160 LearningRate 0.0756 Epoch: 2 Global Step: 43490 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:13,134-Speed 3343.57 samples/sec Loss 4.3332 LearningRate 0.0756 Epoch: 2 Global Step: 43500 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:16,216-Speed 3323.26 samples/sec Loss 4.3498 LearningRate 0.0756 Epoch: 2 Global Step: 43510 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:19,289-Speed 3333.10 samples/sec Loss 4.3131 LearningRate 0.0756 Epoch: 2 Global Step: 43520 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:22,376-Speed 3317.95 samples/sec Loss 4.4293 LearningRate 0.0756 Epoch: 2 Global Step: 43530 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:25,456-Speed 3325.24 samples/sec Loss 4.3599 LearningRate 0.0756 Epoch: 2 Global Step: 43540 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:28,532-Speed 3329.96 samples/sec Loss 4.2509 LearningRate 0.0756 Epoch: 2 Global Step: 43550 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:31,599-Speed 3339.57 samples/sec Loss 4.2686 LearningRate 0.0756 Epoch: 2 Global Step: 43560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:34,663-Speed 3343.33 samples/sec Loss 4.3229 LearningRate 0.0756 Epoch: 2 Global Step: 43570 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 03:49:37,741-Speed 3326.90 samples/sec Loss 4.2965 LearningRate 0.0756 Epoch: 2 Global Step: 43580 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:40,816-Speed 3331.24 samples/sec Loss 4.4105 LearningRate 0.0756 Epoch: 2 Global Step: 43590 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:43,886-Speed 3336.02 samples/sec Loss 4.3471 LearningRate 0.0756 Epoch: 2 Global Step: 43600 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:46,963-Speed 3329.08 samples/sec Loss 4.3083 LearningRate 0.0756 Epoch: 2 Global Step: 43610 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:50,043-Speed 3325.35 samples/sec Loss 4.3695 LearningRate 0.0756 Epoch: 2 Global Step: 43620 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:53,116-Speed 3332.38 samples/sec Loss 4.4092 LearningRate 0.0756 Epoch: 2 Global Step: 43630 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:56,197-Speed 3325.11 samples/sec Loss 4.4178 LearningRate 0.0756 Epoch: 2 Global Step: 43640 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:49:59,278-Speed 3323.91 samples/sec Loss 4.2953 LearningRate 0.0756 Epoch: 2 Global Step: 43650 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:02,351-Speed 3333.09 samples/sec Loss 4.2805 LearningRate 0.0756 Epoch: 2 Global Step: 43660 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:05,423-Speed 3334.32 samples/sec Loss 4.5366 LearningRate 0.0755 Epoch: 2 Global Step: 43670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:08,512-Speed 3316.02 samples/sec Loss 4.4378 LearningRate 0.0755 Epoch: 2 Global Step: 43680 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 03:50:11,595-Speed 3322.03 samples/sec Loss 4.2546 LearningRate 0.0755 Epoch: 2 Global Step: 43690 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 03:50:14,651-Speed 3351.80 samples/sec Loss 4.4082 LearningRate 0.0755 Epoch: 2 Global Step: 43700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:17,741-Speed 3314.95 samples/sec Loss 4.2801 LearningRate 0.0755 Epoch: 2 Global Step: 43710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:20,805-Speed 3342.26 samples/sec Loss 4.3064 LearningRate 0.0755 Epoch: 2 Global Step: 43720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:23,880-Speed 3330.81 samples/sec Loss 4.2710 LearningRate 0.0755 Epoch: 2 Global Step: 43730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:26,953-Speed 3333.57 samples/sec Loss 4.3671 LearningRate 0.0755 Epoch: 2 Global Step: 43740 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:50:30,012-Speed 3348.70 samples/sec Loss 4.2194 LearningRate 0.0755 Epoch: 2 Global Step: 43750 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:33,100-Speed 3316.29 samples/sec Loss 4.3005 LearningRate 0.0755 Epoch: 2 Global Step: 43760 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:36,182-Speed 3323.28 samples/sec Loss 4.3063 LearningRate 0.0755 Epoch: 2 Global Step: 43770 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:39,340-Speed 3243.46 samples/sec Loss 4.2944 LearningRate 0.0755 Epoch: 2 Global Step: 43780 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:42,411-Speed 3335.55 samples/sec Loss 4.3694 LearningRate 0.0755 Epoch: 2 Global Step: 43790 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:45,488-Speed 3328.27 samples/sec Loss 4.2642 LearningRate 0.0755 Epoch: 2 Global Step: 43800 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:48,563-Speed 3330.56 samples/sec Loss 4.3956 LearningRate 0.0755 Epoch: 2 Global Step: 43810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:51,632-Speed 3336.96 samples/sec Loss 4.3353 LearningRate 0.0755 Epoch: 2 Global Step: 43820 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:54,702-Speed 3337.18 samples/sec Loss 4.3557 LearningRate 0.0755 Epoch: 2 Global Step: 43830 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:50:57,770-Speed 3337.87 samples/sec Loss 4.2862 LearningRate 0.0755 Epoch: 2 Global Step: 43840 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:51:00,865-Speed 3309.78 samples/sec Loss 4.2602 LearningRate 0.0755 Epoch: 2 Global Step: 43850 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:04,060-Speed 3206.10 samples/sec Loss 4.2737 LearningRate 0.0754 Epoch: 2 Global Step: 43860 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:07,188-Speed 3273.48 samples/sec Loss 4.2759 LearningRate 0.0754 Epoch: 2 Global Step: 43870 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:10,311-Speed 3280.08 samples/sec Loss 4.2950 LearningRate 0.0754 Epoch: 2 Global Step: 43880 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:13,436-Speed 3277.50 samples/sec Loss 4.4062 LearningRate 0.0754 Epoch: 2 Global Step: 43890 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:16,507-Speed 3334.37 samples/sec Loss 4.3576 LearningRate 0.0754 Epoch: 2 Global Step: 43900 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:19,607-Speed 3304.34 samples/sec Loss 4.2875 LearningRate 0.0754 Epoch: 2 Global Step: 43910 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:22,681-Speed 3332.84 samples/sec Loss 4.3028 LearningRate 0.0754 Epoch: 2 Global Step: 43920 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:25,769-Speed 3316.02 samples/sec Loss 4.2577 LearningRate 0.0754 Epoch: 2 Global Step: 43930 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:28,870-Speed 3304.13 samples/sec Loss 4.3119 LearningRate 0.0754 Epoch: 2 Global Step: 43940 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:51:31,938-Speed 3337.97 samples/sec Loss 4.3092 LearningRate 0.0754 Epoch: 2 Global Step: 43950 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:51:35,005-Speed 3339.64 samples/sec Loss 4.2346 LearningRate 0.0754 Epoch: 2 Global Step: 43960 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:51:38,073-Speed 3338.56 samples/sec Loss 4.3366 LearningRate 0.0754 Epoch: 2 Global Step: 43970 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:51:41,142-Speed 3337.82 samples/sec Loss 4.3046 LearningRate 0.0754 Epoch: 2 Global Step: 43980 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:51:44,226-Speed 3320.70 samples/sec Loss 4.3073 LearningRate 0.0754 Epoch: 2 Global Step: 43990 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:51:47,292-Speed 3340.26 samples/sec Loss 4.2609 LearningRate 0.0754 Epoch: 2 Global Step: 44000 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:52:30,626-[lfw][44000]XNorm: 23.401007 Training: 2022-04-11 03:52:30,627-[lfw][44000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 03:52:30,628-[lfw][44000]Accuracy-Highest: 0.99783 Training: 2022-04-11 03:53:21,195-[cfp_fp][44000]XNorm: 21.589601 Training: 2022-04-11 03:53:21,196-[cfp_fp][44000]Accuracy-Flip: 0.98214+-0.00583 Training: 2022-04-11 03:53:21,196-[cfp_fp][44000]Accuracy-Highest: 0.98214 Training: 2022-04-11 03:54:04,802-[agedb_30][44000]XNorm: 23.120066 Training: 2022-04-11 03:54:04,803-[agedb_30][44000]Accuracy-Flip: 0.97867+-0.00884 Training: 2022-04-11 03:54:04,803-[agedb_30][44000]Accuracy-Highest: 0.97917 Training: 2022-04-11 03:54:07,873-Speed 72.84 samples/sec Loss 4.3561 LearningRate 0.0754 Epoch: 2 Global Step: 44010 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:10,932-Speed 3348.34 samples/sec Loss 4.2751 LearningRate 0.0754 Epoch: 2 Global Step: 44020 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:14,037-Speed 3298.03 samples/sec Loss 4.3476 LearningRate 0.0754 Epoch: 2 Global Step: 44030 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:17,086-Speed 3359.73 samples/sec Loss 4.3164 LearningRate 0.0754 Epoch: 2 Global Step: 44040 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:20,158-Speed 3334.02 samples/sec Loss 4.2764 LearningRate 0.0753 Epoch: 2 Global Step: 44050 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:54:23,246-Speed 3316.28 samples/sec Loss 4.2827 LearningRate 0.0753 Epoch: 2 Global Step: 44060 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:26,295-Speed 3360.51 samples/sec Loss 4.3651 LearningRate 0.0753 Epoch: 2 Global Step: 44070 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:29,354-Speed 3348.58 samples/sec Loss 4.3378 LearningRate 0.0753 Epoch: 2 Global Step: 44080 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:32,409-Speed 3352.48 samples/sec Loss 4.2901 LearningRate 0.0753 Epoch: 2 Global Step: 44090 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:35,485-Speed 3329.71 samples/sec Loss 4.3767 LearningRate 0.0753 Epoch: 2 Global Step: 44100 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:38,542-Speed 3350.11 samples/sec Loss 4.3747 LearningRate 0.0753 Epoch: 2 Global Step: 44110 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:41,668-Speed 3276.88 samples/sec Loss 4.2467 LearningRate 0.0753 Epoch: 2 Global Step: 44120 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:44,785-Speed 3285.74 samples/sec Loss 4.3345 LearningRate 0.0753 Epoch: 2 Global Step: 44130 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:47,861-Speed 3329.79 samples/sec Loss 4.3757 LearningRate 0.0753 Epoch: 2 Global Step: 44140 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:50,935-Speed 3331.36 samples/sec Loss 4.3143 LearningRate 0.0753 Epoch: 2 Global Step: 44150 Fp16 Grad Scale: 65536 Required: 31 hours Training: 2022-04-11 03:54:54,007-Speed 3334.21 samples/sec Loss 4.2755 LearningRate 0.0753 Epoch: 2 Global Step: 44160 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:54:57,074-Speed 3339.57 samples/sec Loss 4.3792 LearningRate 0.0753 Epoch: 2 Global Step: 44170 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:00,140-Speed 3341.00 samples/sec Loss 4.2488 LearningRate 0.0753 Epoch: 2 Global Step: 44180 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:03,213-Speed 3333.04 samples/sec Loss 4.2304 LearningRate 0.0753 Epoch: 2 Global Step: 44190 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:06,278-Speed 3341.12 samples/sec Loss 4.3027 LearningRate 0.0753 Epoch: 2 Global Step: 44200 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:09,359-Speed 3324.78 samples/sec Loss 4.2709 LearningRate 0.0753 Epoch: 2 Global Step: 44210 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:12,524-Speed 3236.56 samples/sec Loss 4.3041 LearningRate 0.0753 Epoch: 2 Global Step: 44220 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:15,658-Speed 3267.47 samples/sec Loss 4.2637 LearningRate 0.0753 Epoch: 2 Global Step: 44230 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:18,729-Speed 3335.99 samples/sec Loss 4.2861 LearningRate 0.0753 Epoch: 2 Global Step: 44240 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:21,798-Speed 3336.95 samples/sec Loss 4.2894 LearningRate 0.0752 Epoch: 2 Global Step: 44250 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:24,863-Speed 3341.28 samples/sec Loss 4.2582 LearningRate 0.0752 Epoch: 2 Global Step: 44260 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:27,925-Speed 3344.72 samples/sec Loss 4.3480 LearningRate 0.0752 Epoch: 2 Global Step: 44270 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:30,994-Speed 3338.16 samples/sec Loss 4.3338 LearningRate 0.0752 Epoch: 2 Global Step: 44280 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:34,064-Speed 3336.11 samples/sec Loss 4.3803 LearningRate 0.0752 Epoch: 2 Global Step: 44290 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:37,125-Speed 3345.55 samples/sec Loss 4.3029 LearningRate 0.0752 Epoch: 2 Global Step: 44300 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:40,198-Speed 3332.96 samples/sec Loss 4.2661 LearningRate 0.0752 Epoch: 2 Global Step: 44310 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:43,259-Speed 3346.24 samples/sec Loss 4.3757 LearningRate 0.0752 Epoch: 2 Global Step: 44320 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:46,342-Speed 3322.52 samples/sec Loss 4.4130 LearningRate 0.0752 Epoch: 2 Global Step: 44330 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:49,430-Speed 3317.04 samples/sec Loss 4.3478 LearningRate 0.0752 Epoch: 2 Global Step: 44340 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:52,498-Speed 3338.11 samples/sec Loss 4.3237 LearningRate 0.0752 Epoch: 2 Global Step: 44350 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:55,570-Speed 3334.84 samples/sec Loss 4.3459 LearningRate 0.0752 Epoch: 2 Global Step: 44360 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:55:58,635-Speed 3341.70 samples/sec Loss 4.3097 LearningRate 0.0752 Epoch: 2 Global Step: 44370 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:01,704-Speed 3336.70 samples/sec Loss 4.2962 LearningRate 0.0752 Epoch: 2 Global Step: 44380 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:04,768-Speed 3343.09 samples/sec Loss 4.2880 LearningRate 0.0752 Epoch: 2 Global Step: 44390 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:07,835-Speed 3339.04 samples/sec Loss 4.3522 LearningRate 0.0752 Epoch: 2 Global Step: 44400 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:10,933-Speed 3306.60 samples/sec Loss 4.3865 LearningRate 0.0752 Epoch: 2 Global Step: 44410 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:13,993-Speed 3347.44 samples/sec Loss 4.2932 LearningRate 0.0752 Epoch: 2 Global Step: 44420 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:17,214-Speed 3179.94 samples/sec Loss 4.3614 LearningRate 0.0752 Epoch: 2 Global Step: 44430 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:20,335-Speed 3282.34 samples/sec Loss 4.2394 LearningRate 0.0751 Epoch: 2 Global Step: 44440 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:23,409-Speed 3332.02 samples/sec Loss 4.3319 LearningRate 0.0751 Epoch: 2 Global Step: 44450 Fp16 Grad Scale: 131072 Required: 31 hours Training: 2022-04-11 03:56:26,527-Speed 3284.33 samples/sec Loss 4.3218 LearningRate 0.0751 Epoch: 2 Global Step: 44460 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 03:56:29,624-Speed 3307.00 samples/sec Loss 4.3044 LearningRate 0.0751 Epoch: 2 Global Step: 44470 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:32,850-Speed 3175.72 samples/sec Loss 4.2530 LearningRate 0.0751 Epoch: 2 Global Step: 44480 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:36,059-Speed 3191.68 samples/sec Loss 4.2158 LearningRate 0.0751 Epoch: 2 Global Step: 44490 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:39,127-Speed 3338.40 samples/sec Loss 4.2386 LearningRate 0.0751 Epoch: 2 Global Step: 44500 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:42,202-Speed 3330.99 samples/sec Loss 4.3441 LearningRate 0.0751 Epoch: 2 Global Step: 44510 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:45,263-Speed 3346.45 samples/sec Loss 4.2369 LearningRate 0.0751 Epoch: 2 Global Step: 44520 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:48,328-Speed 3341.96 samples/sec Loss 4.3376 LearningRate 0.0751 Epoch: 2 Global Step: 44530 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:51,398-Speed 3336.31 samples/sec Loss 4.2792 LearningRate 0.0751 Epoch: 2 Global Step: 44540 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:54,466-Speed 3338.03 samples/sec Loss 4.2477 LearningRate 0.0751 Epoch: 2 Global Step: 44550 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:56:57,584-Speed 3284.12 samples/sec Loss 4.2873 LearningRate 0.0751 Epoch: 2 Global Step: 44560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:00,675-Speed 3314.65 samples/sec Loss 4.1497 LearningRate 0.0751 Epoch: 2 Global Step: 44570 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:03,746-Speed 3334.24 samples/sec Loss 4.2917 LearningRate 0.0751 Epoch: 2 Global Step: 44580 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:06,878-Speed 3270.76 samples/sec Loss 4.2545 LearningRate 0.0751 Epoch: 2 Global Step: 44590 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:09,930-Speed 3355.48 samples/sec Loss 4.4209 LearningRate 0.0751 Epoch: 2 Global Step: 44600 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:12,996-Speed 3340.73 samples/sec Loss 4.2456 LearningRate 0.0751 Epoch: 2 Global Step: 44610 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:16,056-Speed 3347.80 samples/sec Loss 4.2466 LearningRate 0.0751 Epoch: 2 Global Step: 44620 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:19,127-Speed 3335.42 samples/sec Loss 4.2929 LearningRate 0.0750 Epoch: 2 Global Step: 44630 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:22,195-Speed 3338.03 samples/sec Loss 4.2958 LearningRate 0.0750 Epoch: 2 Global Step: 44640 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:25,276-Speed 3324.60 samples/sec Loss 4.2791 LearningRate 0.0750 Epoch: 2 Global Step: 44650 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:28,365-Speed 3315.40 samples/sec Loss 4.3174 LearningRate 0.0750 Epoch: 2 Global Step: 44660 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:31,463-Speed 3305.54 samples/sec Loss 4.2399 LearningRate 0.0750 Epoch: 2 Global Step: 44670 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:34,542-Speed 3326.69 samples/sec Loss 4.3014 LearningRate 0.0750 Epoch: 2 Global Step: 44680 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:37,608-Speed 3340.92 samples/sec Loss 4.4074 LearningRate 0.0750 Epoch: 2 Global Step: 44690 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:40,671-Speed 3343.38 samples/sec Loss 4.3418 LearningRate 0.0750 Epoch: 2 Global Step: 44700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:43,746-Speed 3331.95 samples/sec Loss 4.2519 LearningRate 0.0750 Epoch: 2 Global Step: 44710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:46,813-Speed 3339.14 samples/sec Loss 4.2708 LearningRate 0.0750 Epoch: 2 Global Step: 44720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:49,877-Speed 3342.71 samples/sec Loss 4.2811 LearningRate 0.0750 Epoch: 2 Global Step: 44730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:57:52,929-Speed 3355.80 samples/sec Loss 4.2707 LearningRate 0.0750 Epoch: 2 Global Step: 44740 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:55,996-Speed 3339.08 samples/sec Loss 4.2844 LearningRate 0.0750 Epoch: 2 Global Step: 44750 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:57:59,061-Speed 3342.33 samples/sec Loss 4.1622 LearningRate 0.0750 Epoch: 2 Global Step: 44760 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:02,128-Speed 3338.94 samples/sec Loss 4.2927 LearningRate 0.0750 Epoch: 2 Global Step: 44770 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:05,196-Speed 3339.52 samples/sec Loss 4.2388 LearningRate 0.0750 Epoch: 2 Global Step: 44780 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:08,260-Speed 3342.57 samples/sec Loss 4.3065 LearningRate 0.0750 Epoch: 2 Global Step: 44790 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:11,327-Speed 3340.22 samples/sec Loss 4.2027 LearningRate 0.0750 Epoch: 2 Global Step: 44800 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:14,405-Speed 3327.38 samples/sec Loss 4.3031 LearningRate 0.0750 Epoch: 2 Global Step: 44810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:17,470-Speed 3342.19 samples/sec Loss 4.3058 LearningRate 0.0749 Epoch: 2 Global Step: 44820 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:20,532-Speed 3344.81 samples/sec Loss 4.3398 LearningRate 0.0749 Epoch: 2 Global Step: 44830 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:23,601-Speed 3337.27 samples/sec Loss 4.2249 LearningRate 0.0749 Epoch: 2 Global Step: 44840 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:58:26,675-Speed 3331.94 samples/sec Loss 4.3424 LearningRate 0.0749 Epoch: 2 Global Step: 44850 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:58:29,736-Speed 3345.77 samples/sec Loss 4.2034 LearningRate 0.0749 Epoch: 2 Global Step: 44860 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:32,801-Speed 3342.29 samples/sec Loss 4.3263 LearningRate 0.0749 Epoch: 2 Global Step: 44870 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:35,865-Speed 3342.68 samples/sec Loss 4.1932 LearningRate 0.0749 Epoch: 2 Global Step: 44880 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:38,930-Speed 3340.96 samples/sec Loss 4.2788 LearningRate 0.0749 Epoch: 2 Global Step: 44890 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:42,024-Speed 3310.27 samples/sec Loss 4.2362 LearningRate 0.0749 Epoch: 2 Global Step: 44900 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:45,089-Speed 3341.67 samples/sec Loss 4.1581 LearningRate 0.0749 Epoch: 2 Global Step: 44910 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:48,150-Speed 3346.06 samples/sec Loss 4.1976 LearningRate 0.0749 Epoch: 2 Global Step: 44920 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:51,219-Speed 3338.00 samples/sec Loss 4.3069 LearningRate 0.0749 Epoch: 2 Global Step: 44930 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:54,308-Speed 3315.61 samples/sec Loss 4.2623 LearningRate 0.0749 Epoch: 2 Global Step: 44940 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:58:57,393-Speed 3320.75 samples/sec Loss 4.2483 LearningRate 0.0749 Epoch: 2 Global Step: 44950 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:59:00,462-Speed 3337.05 samples/sec Loss 4.2983 LearningRate 0.0749 Epoch: 2 Global Step: 44960 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:03,525-Speed 3344.10 samples/sec Loss 4.3199 LearningRate 0.0749 Epoch: 2 Global Step: 44970 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:06,610-Speed 3320.11 samples/sec Loss 4.3347 LearningRate 0.0749 Epoch: 2 Global Step: 44980 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:09,673-Speed 3343.92 samples/sec Loss 4.2033 LearningRate 0.0749 Epoch: 2 Global Step: 44990 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:12,743-Speed 3335.94 samples/sec Loss 4.2524 LearningRate 0.0749 Epoch: 2 Global Step: 45000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:15,824-Speed 3324.27 samples/sec Loss 4.2873 LearningRate 0.0749 Epoch: 2 Global Step: 45010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:18,894-Speed 3336.66 samples/sec Loss 4.2007 LearningRate 0.0748 Epoch: 2 Global Step: 45020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:21,968-Speed 3330.91 samples/sec Loss 4.2636 LearningRate 0.0748 Epoch: 2 Global Step: 45030 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:25,192-Speed 3177.69 samples/sec Loss 4.2614 LearningRate 0.0748 Epoch: 2 Global Step: 45040 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:28,254-Speed 3345.45 samples/sec Loss 4.2171 LearningRate 0.0748 Epoch: 2 Global Step: 45050 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:31,316-Speed 3344.92 samples/sec Loss 4.2401 LearningRate 0.0748 Epoch: 2 Global Step: 45060 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:34,411-Speed 3308.27 samples/sec Loss 4.2393 LearningRate 0.0748 Epoch: 2 Global Step: 45070 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:37,496-Speed 3320.93 samples/sec Loss 4.2325 LearningRate 0.0748 Epoch: 2 Global Step: 45080 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 03:59:40,603-Speed 3295.86 samples/sec Loss 4.2343 LearningRate 0.0748 Epoch: 2 Global Step: 45090 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:59:43,669-Speed 3340.35 samples/sec Loss 4.2694 LearningRate 0.0748 Epoch: 2 Global Step: 45100 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:59:46,757-Speed 3317.65 samples/sec Loss 4.3171 LearningRate 0.0748 Epoch: 2 Global Step: 45110 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:59:49,832-Speed 3330.43 samples/sec Loss 4.1909 LearningRate 0.0748 Epoch: 2 Global Step: 45120 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:59:52,909-Speed 3328.69 samples/sec Loss 4.2631 LearningRate 0.0748 Epoch: 2 Global Step: 45130 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:59:55,975-Speed 3340.73 samples/sec Loss 4.1883 LearningRate 0.0748 Epoch: 2 Global Step: 45140 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 03:59:59,049-Speed 3331.92 samples/sec Loss 4.2479 LearningRate 0.0748 Epoch: 2 Global Step: 45150 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:02,180-Speed 3271.15 samples/sec Loss 4.1634 LearningRate 0.0748 Epoch: 2 Global Step: 45160 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:05,245-Speed 3342.33 samples/sec Loss 4.3050 LearningRate 0.0748 Epoch: 2 Global Step: 45170 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:08,312-Speed 3339.54 samples/sec Loss 4.2885 LearningRate 0.0748 Epoch: 2 Global Step: 45180 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:11,391-Speed 3325.75 samples/sec Loss 4.2679 LearningRate 0.0748 Epoch: 2 Global Step: 45190 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:00:14,492-Speed 3302.90 samples/sec Loss 4.2716 LearningRate 0.0748 Epoch: 2 Global Step: 45200 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:00:17,570-Speed 3328.14 samples/sec Loss 4.3101 LearningRate 0.0747 Epoch: 2 Global Step: 45210 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:00:20,636-Speed 3341.20 samples/sec Loss 4.3342 LearningRate 0.0747 Epoch: 2 Global Step: 45220 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:00:23,738-Speed 3301.56 samples/sec Loss 4.2075 LearningRate 0.0747 Epoch: 2 Global Step: 45230 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:00:26,799-Speed 3345.92 samples/sec Loss 4.2910 LearningRate 0.0747 Epoch: 2 Global Step: 45240 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:00:29,852-Speed 3354.87 samples/sec Loss 4.2458 LearningRate 0.0747 Epoch: 2 Global Step: 45250 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:32,972-Speed 3282.96 samples/sec Loss 4.1999 LearningRate 0.0747 Epoch: 2 Global Step: 45260 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:36,035-Speed 3344.30 samples/sec Loss 4.2182 LearningRate 0.0747 Epoch: 2 Global Step: 45270 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:39,164-Speed 3273.14 samples/sec Loss 4.2820 LearningRate 0.0747 Epoch: 2 Global Step: 45280 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:42,229-Speed 3341.65 samples/sec Loss 4.2453 LearningRate 0.0747 Epoch: 2 Global Step: 45290 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:45,311-Speed 3323.34 samples/sec Loss 4.2006 LearningRate 0.0747 Epoch: 2 Global Step: 45300 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:48,413-Speed 3302.23 samples/sec Loss 4.2904 LearningRate 0.0747 Epoch: 2 Global Step: 45310 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:51,475-Speed 3344.09 samples/sec Loss 4.1818 LearningRate 0.0747 Epoch: 2 Global Step: 45320 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:54,548-Speed 3334.18 samples/sec Loss 4.2934 LearningRate 0.0747 Epoch: 2 Global Step: 45330 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:00:57,614-Speed 3339.76 samples/sec Loss 4.1460 LearningRate 0.0747 Epoch: 2 Global Step: 45340 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:00,684-Speed 3336.83 samples/sec Loss 4.3090 LearningRate 0.0747 Epoch: 2 Global Step: 45350 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:03,776-Speed 3312.33 samples/sec Loss 4.2830 LearningRate 0.0747 Epoch: 2 Global Step: 45360 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:06,881-Speed 3298.74 samples/sec Loss 4.2663 LearningRate 0.0747 Epoch: 2 Global Step: 45370 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:09,943-Speed 3344.44 samples/sec Loss 4.2118 LearningRate 0.0747 Epoch: 2 Global Step: 45380 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:13,035-Speed 3312.70 samples/sec Loss 4.2619 LearningRate 0.0747 Epoch: 2 Global Step: 45390 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:16,228-Speed 3207.91 samples/sec Loss 4.2865 LearningRate 0.0746 Epoch: 2 Global Step: 45400 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:19,413-Speed 3215.43 samples/sec Loss 4.3005 LearningRate 0.0746 Epoch: 2 Global Step: 45410 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:22,491-Speed 3328.28 samples/sec Loss 4.1324 LearningRate 0.0746 Epoch: 2 Global Step: 45420 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:25,601-Speed 3293.26 samples/sec Loss 4.2324 LearningRate 0.0746 Epoch: 2 Global Step: 45430 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:01:28,675-Speed 3331.18 samples/sec Loss 4.2144 LearningRate 0.0746 Epoch: 2 Global Step: 45440 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:31,751-Speed 3329.74 samples/sec Loss 4.2619 LearningRate 0.0746 Epoch: 2 Global Step: 45450 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:34,843-Speed 3312.57 samples/sec Loss 4.2820 LearningRate 0.0746 Epoch: 2 Global Step: 45460 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:37,945-Speed 3302.18 samples/sec Loss 4.2786 LearningRate 0.0746 Epoch: 2 Global Step: 45470 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:41,024-Speed 3326.60 samples/sec Loss 4.2210 LearningRate 0.0746 Epoch: 2 Global Step: 45480 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:44,089-Speed 3341.37 samples/sec Loss 4.1984 LearningRate 0.0746 Epoch: 2 Global Step: 45490 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:47,177-Speed 3317.34 samples/sec Loss 4.1152 LearningRate 0.0746 Epoch: 2 Global Step: 45500 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:50,281-Speed 3299.81 samples/sec Loss 4.3596 LearningRate 0.0746 Epoch: 2 Global Step: 45510 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:53,343-Speed 3345.10 samples/sec Loss 4.2394 LearningRate 0.0746 Epoch: 2 Global Step: 45520 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:56,406-Speed 3344.35 samples/sec Loss 4.1801 LearningRate 0.0746 Epoch: 2 Global Step: 45530 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:01:59,473-Speed 3339.02 samples/sec Loss 4.3049 LearningRate 0.0746 Epoch: 2 Global Step: 45540 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:02,558-Speed 3320.08 samples/sec Loss 4.3058 LearningRate 0.0746 Epoch: 2 Global Step: 45550 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:05,625-Speed 3339.04 samples/sec Loss 4.2857 LearningRate 0.0746 Epoch: 2 Global Step: 45560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:08,692-Speed 3339.60 samples/sec Loss 4.2226 LearningRate 0.0746 Epoch: 2 Global Step: 45570 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:11,770-Speed 3327.82 samples/sec Loss 4.3351 LearningRate 0.0746 Epoch: 2 Global Step: 45580 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:14,849-Speed 3327.23 samples/sec Loss 4.2527 LearningRate 0.0746 Epoch: 2 Global Step: 45590 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:17,912-Speed 3343.23 samples/sec Loss 4.2034 LearningRate 0.0745 Epoch: 2 Global Step: 45600 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:20,990-Speed 3328.06 samples/sec Loss 4.2139 LearningRate 0.0745 Epoch: 2 Global Step: 45610 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:24,061-Speed 3335.39 samples/sec Loss 4.2844 LearningRate 0.0745 Epoch: 2 Global Step: 45620 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:27,129-Speed 3338.38 samples/sec Loss 4.2149 LearningRate 0.0745 Epoch: 2 Global Step: 45630 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:02:30,197-Speed 3337.90 samples/sec Loss 4.2360 LearningRate 0.0745 Epoch: 2 Global Step: 45640 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:33,300-Speed 3301.10 samples/sec Loss 4.1512 LearningRate 0.0745 Epoch: 2 Global Step: 45650 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:36,487-Speed 3214.02 samples/sec Loss 4.2299 LearningRate 0.0745 Epoch: 2 Global Step: 45660 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:39,571-Speed 3320.46 samples/sec Loss 4.2600 LearningRate 0.0745 Epoch: 2 Global Step: 45670 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:42,662-Speed 3313.63 samples/sec Loss 4.2246 LearningRate 0.0745 Epoch: 2 Global Step: 45680 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:45,761-Speed 3305.02 samples/sec Loss 4.3200 LearningRate 0.0745 Epoch: 2 Global Step: 45690 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:48,826-Speed 3341.69 samples/sec Loss 4.3054 LearningRate 0.0745 Epoch: 2 Global Step: 45700 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:51,904-Speed 3327.74 samples/sec Loss 4.2604 LearningRate 0.0745 Epoch: 2 Global Step: 45710 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:55,026-Speed 3281.39 samples/sec Loss 4.0870 LearningRate 0.0745 Epoch: 2 Global Step: 45720 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:02:58,105-Speed 3325.85 samples/sec Loss 4.1435 LearningRate 0.0745 Epoch: 2 Global Step: 45730 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:01,168-Speed 3344.73 samples/sec Loss 4.2498 LearningRate 0.0745 Epoch: 2 Global Step: 45740 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:04,245-Speed 3327.57 samples/sec Loss 4.2757 LearningRate 0.0745 Epoch: 2 Global Step: 45750 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:07,318-Speed 3333.69 samples/sec Loss 4.2008 LearningRate 0.0745 Epoch: 2 Global Step: 45760 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:10,399-Speed 3324.76 samples/sec Loss 4.3002 LearningRate 0.0745 Epoch: 2 Global Step: 45770 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:13,540-Speed 3260.57 samples/sec Loss 4.2286 LearningRate 0.0745 Epoch: 2 Global Step: 45780 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:16,609-Speed 3337.16 samples/sec Loss 4.1514 LearningRate 0.0744 Epoch: 2 Global Step: 45790 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:19,729-Speed 3283.19 samples/sec Loss 4.2270 LearningRate 0.0744 Epoch: 2 Global Step: 45800 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:22,818-Speed 3315.50 samples/sec Loss 4.2773 LearningRate 0.0744 Epoch: 2 Global Step: 45810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:25,889-Speed 3335.06 samples/sec Loss 4.2436 LearningRate 0.0744 Epoch: 2 Global Step: 45820 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:28,954-Speed 3341.77 samples/sec Loss 4.2082 LearningRate 0.0744 Epoch: 2 Global Step: 45830 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:32,027-Speed 3333.46 samples/sec Loss 4.1682 LearningRate 0.0744 Epoch: 2 Global Step: 45840 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:03:35,104-Speed 3330.14 samples/sec Loss 4.2514 LearningRate 0.0744 Epoch: 2 Global Step: 45850 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:38,204-Speed 3303.82 samples/sec Loss 4.1816 LearningRate 0.0744 Epoch: 2 Global Step: 45860 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:41,278-Speed 3332.07 samples/sec Loss 4.2174 LearningRate 0.0744 Epoch: 2 Global Step: 45870 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:44,348-Speed 3335.93 samples/sec Loss 4.2053 LearningRate 0.0744 Epoch: 2 Global Step: 45880 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:47,413-Speed 3342.49 samples/sec Loss 4.2835 LearningRate 0.0744 Epoch: 2 Global Step: 45890 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:50,478-Speed 3341.38 samples/sec Loss 4.2252 LearningRate 0.0744 Epoch: 2 Global Step: 45900 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:53,556-Speed 3328.39 samples/sec Loss 4.2493 LearningRate 0.0744 Epoch: 2 Global Step: 45910 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:56,675-Speed 3282.94 samples/sec Loss 4.3073 LearningRate 0.0744 Epoch: 2 Global Step: 45920 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:03:59,773-Speed 3306.66 samples/sec Loss 4.2021 LearningRate 0.0744 Epoch: 2 Global Step: 45930 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:04:02,855-Speed 3323.79 samples/sec Loss 4.2752 LearningRate 0.0744 Epoch: 2 Global Step: 45940 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:04:05,988-Speed 3269.60 samples/sec Loss 4.3070 LearningRate 0.0744 Epoch: 2 Global Step: 45950 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:04:09,081-Speed 3310.47 samples/sec Loss 4.2206 LearningRate 0.0744 Epoch: 2 Global Step: 45960 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:04:12,182-Speed 3303.64 samples/sec Loss 4.2420 LearningRate 0.0744 Epoch: 2 Global Step: 45970 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:04:15,286-Speed 3298.90 samples/sec Loss 4.2146 LearningRate 0.0743 Epoch: 2 Global Step: 45980 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:04:18,405-Speed 3284.10 samples/sec Loss 4.3018 LearningRate 0.0743 Epoch: 2 Global Step: 45990 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:04:21,628-Speed 3178.29 samples/sec Loss 4.2709 LearningRate 0.0743 Epoch: 2 Global Step: 46000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:05:05,713-[lfw][46000]XNorm: 22.211487 Training: 2022-04-11 04:05:05,713-[lfw][46000]Accuracy-Flip: 0.99767+-0.00300 Training: 2022-04-11 04:05:05,714-[lfw][46000]Accuracy-Highest: 0.99783 Training: 2022-04-11 04:05:56,911-[cfp_fp][46000]XNorm: 20.651301 Training: 2022-04-11 04:05:56,911-[cfp_fp][46000]Accuracy-Flip: 0.98186+-0.00610 Training: 2022-04-11 04:05:56,912-[cfp_fp][46000]Accuracy-Highest: 0.98214 Training: 2022-04-11 04:06:40,917-[agedb_30][46000]XNorm: 22.577251 Training: 2022-04-11 04:06:40,918-[agedb_30][46000]Accuracy-Flip: 0.97750+-0.00659 Training: 2022-04-11 04:06:40,918-[agedb_30][46000]Accuracy-Highest: 0.97917 Training: 2022-04-11 04:06:44,048-Speed 71.90 samples/sec Loss 4.1724 LearningRate 0.0743 Epoch: 2 Global Step: 46010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:06:47,227-Speed 3221.38 samples/sec Loss 4.2892 LearningRate 0.0743 Epoch: 2 Global Step: 46020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:06:50,290-Speed 3344.30 samples/sec Loss 4.1121 LearningRate 0.0743 Epoch: 2 Global Step: 46030 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:06:53,350-Speed 3346.56 samples/sec Loss 4.1786 LearningRate 0.0743 Epoch: 2 Global Step: 46040 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:06:56,409-Speed 3348.55 samples/sec Loss 4.1910 LearningRate 0.0743 Epoch: 2 Global Step: 46050 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:06:59,444-Speed 3375.27 samples/sec Loss 4.1887 LearningRate 0.0743 Epoch: 2 Global Step: 46060 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:02,503-Speed 3347.46 samples/sec Loss 4.2590 LearningRate 0.0743 Epoch: 2 Global Step: 46070 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:05,552-Speed 3359.88 samples/sec Loss 4.2275 LearningRate 0.0743 Epoch: 2 Global Step: 46080 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:08,604-Speed 3356.48 samples/sec Loss 4.2967 LearningRate 0.0743 Epoch: 2 Global Step: 46090 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:11,659-Speed 3352.46 samples/sec Loss 4.1107 LearningRate 0.0743 Epoch: 2 Global Step: 46100 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:14,730-Speed 3335.61 samples/sec Loss 4.1794 LearningRate 0.0743 Epoch: 2 Global Step: 46110 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:17,802-Speed 3332.95 samples/sec Loss 4.2242 LearningRate 0.0743 Epoch: 2 Global Step: 46120 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:20,858-Speed 3352.35 samples/sec Loss 4.1585 LearningRate 0.0743 Epoch: 2 Global Step: 46130 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:23,913-Speed 3351.93 samples/sec Loss 4.2444 LearningRate 0.0743 Epoch: 2 Global Step: 46140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:26,981-Speed 3339.18 samples/sec Loss 4.1812 LearningRate 0.0743 Epoch: 2 Global Step: 46150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:30,033-Speed 3356.28 samples/sec Loss 4.1917 LearningRate 0.0743 Epoch: 2 Global Step: 46160 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:33,098-Speed 3341.88 samples/sec Loss 4.1990 LearningRate 0.0743 Epoch: 2 Global Step: 46170 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:36,153-Speed 3352.66 samples/sec Loss 4.2487 LearningRate 0.0742 Epoch: 2 Global Step: 46180 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:39,213-Speed 3346.93 samples/sec Loss 4.2326 LearningRate 0.0742 Epoch: 2 Global Step: 46190 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:42,326-Speed 3290.70 samples/sec Loss 4.2563 LearningRate 0.0742 Epoch: 2 Global Step: 46200 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:45,413-Speed 3317.92 samples/sec Loss 4.1960 LearningRate 0.0742 Epoch: 2 Global Step: 46210 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:48,480-Speed 3339.24 samples/sec Loss 4.2021 LearningRate 0.0742 Epoch: 2 Global Step: 46220 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:51,539-Speed 3348.20 samples/sec Loss 4.2362 LearningRate 0.0742 Epoch: 2 Global Step: 46230 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:54,641-Speed 3301.31 samples/sec Loss 4.1630 LearningRate 0.0742 Epoch: 2 Global Step: 46240 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:07:57,751-Speed 3294.15 samples/sec Loss 4.2343 LearningRate 0.0742 Epoch: 2 Global Step: 46250 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:00,799-Speed 3360.31 samples/sec Loss 4.1639 LearningRate 0.0742 Epoch: 2 Global Step: 46260 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:03,862-Speed 3344.01 samples/sec Loss 4.2234 LearningRate 0.0742 Epoch: 2 Global Step: 46270 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:06,911-Speed 3359.32 samples/sec Loss 4.2338 LearningRate 0.0742 Epoch: 2 Global Step: 46280 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:09,969-Speed 3349.05 samples/sec Loss 4.2465 LearningRate 0.0742 Epoch: 2 Global Step: 46290 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:13,029-Speed 3347.96 samples/sec Loss 4.2512 LearningRate 0.0742 Epoch: 2 Global Step: 46300 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:16,090-Speed 3345.26 samples/sec Loss 4.2054 LearningRate 0.0742 Epoch: 2 Global Step: 46310 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:19,188-Speed 3306.03 samples/sec Loss 4.1004 LearningRate 0.0742 Epoch: 2 Global Step: 46320 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:22,287-Speed 3305.81 samples/sec Loss 4.2447 LearningRate 0.0742 Epoch: 2 Global Step: 46330 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:25,367-Speed 3325.65 samples/sec Loss 4.2242 LearningRate 0.0742 Epoch: 2 Global Step: 46340 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:28,440-Speed 3332.77 samples/sec Loss 4.0953 LearningRate 0.0742 Epoch: 2 Global Step: 46350 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:31,564-Speed 3278.12 samples/sec Loss 4.0984 LearningRate 0.0742 Epoch: 2 Global Step: 46360 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:34,716-Speed 3249.92 samples/sec Loss 4.1189 LearningRate 0.0741 Epoch: 2 Global Step: 46370 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:08:37,866-Speed 3251.73 samples/sec Loss 4.2030 LearningRate 0.0741 Epoch: 2 Global Step: 46380 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:41,050-Speed 3216.77 samples/sec Loss 4.1848 LearningRate 0.0741 Epoch: 2 Global Step: 46390 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:44,156-Speed 3297.16 samples/sec Loss 4.2094 LearningRate 0.0741 Epoch: 2 Global Step: 46400 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:47,252-Speed 3307.87 samples/sec Loss 4.2942 LearningRate 0.0741 Epoch: 2 Global Step: 46410 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:50,315-Speed 3344.43 samples/sec Loss 4.1893 LearningRate 0.0741 Epoch: 2 Global Step: 46420 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:53,399-Speed 3322.22 samples/sec Loss 4.0897 LearningRate 0.0741 Epoch: 2 Global Step: 46430 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:56,461-Speed 3344.44 samples/sec Loss 4.2111 LearningRate 0.0741 Epoch: 2 Global Step: 46440 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:08:59,519-Speed 3349.15 samples/sec Loss 4.2791 LearningRate 0.0741 Epoch: 2 Global Step: 46450 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:02,578-Speed 3348.44 samples/sec Loss 4.1306 LearningRate 0.0741 Epoch: 2 Global Step: 46460 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:05,642-Speed 3342.99 samples/sec Loss 4.2373 LearningRate 0.0741 Epoch: 2 Global Step: 46470 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:08,713-Speed 3336.23 samples/sec Loss 4.2396 LearningRate 0.0741 Epoch: 2 Global Step: 46480 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:09:11,799-Speed 3318.66 samples/sec Loss 4.1519 LearningRate 0.0741 Epoch: 2 Global Step: 46490 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:14,963-Speed 3237.87 samples/sec Loss 4.2157 LearningRate 0.0741 Epoch: 2 Global Step: 46500 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:18,147-Speed 3216.98 samples/sec Loss 4.2064 LearningRate 0.0741 Epoch: 2 Global Step: 46510 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:21,238-Speed 3312.74 samples/sec Loss 4.2262 LearningRate 0.0741 Epoch: 2 Global Step: 46520 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:24,357-Speed 3284.04 samples/sec Loss 4.1991 LearningRate 0.0741 Epoch: 2 Global Step: 46530 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:27,485-Speed 3274.07 samples/sec Loss 4.1989 LearningRate 0.0741 Epoch: 2 Global Step: 46540 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:30,549-Speed 3342.99 samples/sec Loss 4.2985 LearningRate 0.0741 Epoch: 2 Global Step: 46550 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:33,609-Speed 3347.62 samples/sec Loss 4.1863 LearningRate 0.0741 Epoch: 2 Global Step: 46560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:36,664-Speed 3352.15 samples/sec Loss 4.2829 LearningRate 0.0740 Epoch: 2 Global Step: 46570 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:39,746-Speed 3324.09 samples/sec Loss 4.1843 LearningRate 0.0740 Epoch: 2 Global Step: 46580 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:42,788-Speed 3366.68 samples/sec Loss 4.1368 LearningRate 0.0740 Epoch: 2 Global Step: 46590 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:45,846-Speed 3350.23 samples/sec Loss 4.1418 LearningRate 0.0740 Epoch: 2 Global Step: 46600 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:48,902-Speed 3351.07 samples/sec Loss 4.1677 LearningRate 0.0740 Epoch: 2 Global Step: 46610 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:09:51,954-Speed 3356.19 samples/sec Loss 4.2554 LearningRate 0.0740 Epoch: 2 Global Step: 46620 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:09:55,012-Speed 3349.08 samples/sec Loss 4.2089 LearningRate 0.0740 Epoch: 2 Global Step: 46630 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:09:58,096-Speed 3320.68 samples/sec Loss 4.1620 LearningRate 0.0740 Epoch: 2 Global Step: 46640 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:01,207-Speed 3292.49 samples/sec Loss 4.2664 LearningRate 0.0740 Epoch: 2 Global Step: 46650 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:04,301-Speed 3310.38 samples/sec Loss 4.0568 LearningRate 0.0740 Epoch: 2 Global Step: 46660 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:07,371-Speed 3336.56 samples/sec Loss 4.1599 LearningRate 0.0740 Epoch: 2 Global Step: 46670 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:10,430-Speed 3348.71 samples/sec Loss 4.2094 LearningRate 0.0740 Epoch: 2 Global Step: 46680 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:13,502-Speed 3333.92 samples/sec Loss 4.2432 LearningRate 0.0740 Epoch: 2 Global Step: 46690 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:16,629-Speed 3275.94 samples/sec Loss 4.2818 LearningRate 0.0740 Epoch: 2 Global Step: 46700 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:19,756-Speed 3274.95 samples/sec Loss 4.2334 LearningRate 0.0740 Epoch: 2 Global Step: 46710 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:22,847-Speed 3313.25 samples/sec Loss 4.2290 LearningRate 0.0740 Epoch: 2 Global Step: 46720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:10:25,914-Speed 3339.22 samples/sec Loss 4.0877 LearningRate 0.0740 Epoch: 2 Global Step: 46730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:10:29,068-Speed 3248.39 samples/sec Loss 4.1728 LearningRate 0.0740 Epoch: 2 Global Step: 46740 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:10:32,128-Speed 3346.87 samples/sec Loss 4.1815 LearningRate 0.0740 Epoch: 2 Global Step: 46750 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:10:35,187-Speed 3348.54 samples/sec Loss 4.2474 LearningRate 0.0739 Epoch: 2 Global Step: 46760 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:10:38,244-Speed 3349.88 samples/sec Loss 4.2230 LearningRate 0.0739 Epoch: 2 Global Step: 46770 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:10:41,307-Speed 3345.11 samples/sec Loss 4.2179 LearningRate 0.0739 Epoch: 2 Global Step: 46780 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:44,411-Speed 3299.59 samples/sec Loss 4.2277 LearningRate 0.0739 Epoch: 2 Global Step: 46790 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:47,471-Speed 3347.23 samples/sec Loss 4.2278 LearningRate 0.0739 Epoch: 2 Global Step: 46800 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:50,594-Speed 3279.24 samples/sec Loss 4.1382 LearningRate 0.0739 Epoch: 2 Global Step: 46810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:53,677-Speed 3322.39 samples/sec Loss 4.2391 LearningRate 0.0739 Epoch: 2 Global Step: 46820 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:56,767-Speed 3313.89 samples/sec Loss 4.2300 LearningRate 0.0739 Epoch: 2 Global Step: 46830 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:10:59,848-Speed 3324.59 samples/sec Loss 4.1365 LearningRate 0.0739 Epoch: 2 Global Step: 46840 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:02,978-Speed 3273.05 samples/sec Loss 4.2210 LearningRate 0.0739 Epoch: 2 Global Step: 46850 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:06,040-Speed 3344.94 samples/sec Loss 4.0441 LearningRate 0.0739 Epoch: 2 Global Step: 46860 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:09,201-Speed 3239.87 samples/sec Loss 4.1436 LearningRate 0.0739 Epoch: 2 Global Step: 46870 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:12,258-Speed 3351.05 samples/sec Loss 4.1851 LearningRate 0.0739 Epoch: 2 Global Step: 46880 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:11:15,304-Speed 3361.92 samples/sec Loss 4.1299 LearningRate 0.0739 Epoch: 2 Global Step: 46890 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:18,367-Speed 3343.74 samples/sec Loss 4.2413 LearningRate 0.0739 Epoch: 2 Global Step: 46900 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:21,421-Speed 3354.69 samples/sec Loss 4.2454 LearningRate 0.0739 Epoch: 2 Global Step: 46910 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:24,491-Speed 3335.20 samples/sec Loss 4.1776 LearningRate 0.0739 Epoch: 2 Global Step: 46920 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:27,552-Speed 3346.80 samples/sec Loss 4.1497 LearningRate 0.0739 Epoch: 2 Global Step: 46930 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:30,627-Speed 3330.93 samples/sec Loss 4.2256 LearningRate 0.0739 Epoch: 2 Global Step: 46940 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:33,694-Speed 3339.28 samples/sec Loss 4.1570 LearningRate 0.0738 Epoch: 2 Global Step: 46950 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:36,798-Speed 3300.43 samples/sec Loss 4.1624 LearningRate 0.0738 Epoch: 2 Global Step: 46960 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:39,966-Speed 3232.74 samples/sec Loss 4.1474 LearningRate 0.0738 Epoch: 2 Global Step: 46970 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:43,158-Speed 3208.26 samples/sec Loss 4.1580 LearningRate 0.0738 Epoch: 2 Global Step: 46980 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:11:46,290-Speed 3271.36 samples/sec Loss 4.2376 LearningRate 0.0738 Epoch: 2 Global Step: 46990 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:11:49,408-Speed 3284.06 samples/sec Loss 4.1857 LearningRate 0.0738 Epoch: 2 Global Step: 47000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:11:52,603-Speed 3205.90 samples/sec Loss 4.2018 LearningRate 0.0738 Epoch: 2 Global Step: 47010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:11:55,667-Speed 3343.16 samples/sec Loss 4.2480 LearningRate 0.0738 Epoch: 2 Global Step: 47020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:11:58,749-Speed 3323.78 samples/sec Loss 4.1187 LearningRate 0.0738 Epoch: 2 Global Step: 47030 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:01,798-Speed 3359.22 samples/sec Loss 4.2093 LearningRate 0.0738 Epoch: 2 Global Step: 47040 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:04,859-Speed 3345.42 samples/sec Loss 4.2088 LearningRate 0.0738 Epoch: 2 Global Step: 47050 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:07,919-Speed 3347.40 samples/sec Loss 4.1612 LearningRate 0.0738 Epoch: 2 Global Step: 47060 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:10,990-Speed 3334.85 samples/sec Loss 4.1389 LearningRate 0.0738 Epoch: 2 Global Step: 47070 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:14,058-Speed 3338.71 samples/sec Loss 4.1598 LearningRate 0.0738 Epoch: 2 Global Step: 47080 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:17,126-Speed 3338.82 samples/sec Loss 4.2399 LearningRate 0.0738 Epoch: 2 Global Step: 47090 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:20,188-Speed 3344.80 samples/sec Loss 4.1647 LearningRate 0.0738 Epoch: 2 Global Step: 47100 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:23,250-Speed 3345.56 samples/sec Loss 4.2450 LearningRate 0.0738 Epoch: 2 Global Step: 47110 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:26,387-Speed 3264.24 samples/sec Loss 4.1924 LearningRate 0.0738 Epoch: 2 Global Step: 47120 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:29,538-Speed 3251.14 samples/sec Loss 4.1353 LearningRate 0.0738 Epoch: 2 Global Step: 47130 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:32,632-Speed 3309.92 samples/sec Loss 4.2330 LearningRate 0.0738 Epoch: 2 Global Step: 47140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:35,727-Speed 3309.10 samples/sec Loss 4.1697 LearningRate 0.0737 Epoch: 2 Global Step: 47150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:38,806-Speed 3326.67 samples/sec Loss 4.1901 LearningRate 0.0737 Epoch: 2 Global Step: 47160 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:41,891-Speed 3320.25 samples/sec Loss 4.1715 LearningRate 0.0737 Epoch: 2 Global Step: 47170 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:44,963-Speed 3333.91 samples/sec Loss 4.0998 LearningRate 0.0737 Epoch: 2 Global Step: 47180 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:48,025-Speed 3346.07 samples/sec Loss 4.2279 LearningRate 0.0737 Epoch: 2 Global Step: 47190 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:51,088-Speed 3343.24 samples/sec Loss 4.1075 LearningRate 0.0737 Epoch: 2 Global Step: 47200 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:12:54,137-Speed 3359.78 samples/sec Loss 4.1709 LearningRate 0.0737 Epoch: 2 Global Step: 47210 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:12:57,199-Speed 3344.57 samples/sec Loss 4.2172 LearningRate 0.0737 Epoch: 2 Global Step: 47220 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:00,310-Speed 3292.47 samples/sec Loss 4.1994 LearningRate 0.0737 Epoch: 2 Global Step: 47230 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:03,375-Speed 3342.17 samples/sec Loss 4.2635 LearningRate 0.0737 Epoch: 2 Global Step: 47240 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:06,435-Speed 3346.57 samples/sec Loss 4.1606 LearningRate 0.0737 Epoch: 2 Global Step: 47250 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:09,538-Speed 3300.58 samples/sec Loss 4.2590 LearningRate 0.0737 Epoch: 2 Global Step: 47260 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:12,608-Speed 3336.76 samples/sec Loss 4.2374 LearningRate 0.0737 Epoch: 2 Global Step: 47270 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:15,697-Speed 3315.83 samples/sec Loss 4.1405 LearningRate 0.0737 Epoch: 2 Global Step: 47280 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:18,772-Speed 3331.43 samples/sec Loss 4.2691 LearningRate 0.0737 Epoch: 2 Global Step: 47290 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:21,842-Speed 3335.91 samples/sec Loss 4.0984 LearningRate 0.0737 Epoch: 2 Global Step: 47300 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:13:24,932-Speed 3314.89 samples/sec Loss 4.2336 LearningRate 0.0737 Epoch: 2 Global Step: 47310 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:28,010-Speed 3327.85 samples/sec Loss 4.2386 LearningRate 0.0737 Epoch: 2 Global Step: 47320 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:31,204-Speed 3206.18 samples/sec Loss 4.2090 LearningRate 0.0737 Epoch: 2 Global Step: 47330 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:34,286-Speed 3322.88 samples/sec Loss 4.2636 LearningRate 0.0736 Epoch: 2 Global Step: 47340 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:37,358-Speed 3334.47 samples/sec Loss 4.2401 LearningRate 0.0736 Epoch: 2 Global Step: 47350 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:40,476-Speed 3285.32 samples/sec Loss 4.1867 LearningRate 0.0736 Epoch: 2 Global Step: 47360 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:43,628-Speed 3249.63 samples/sec Loss 4.1001 LearningRate 0.0736 Epoch: 2 Global Step: 47370 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:46,728-Speed 3304.04 samples/sec Loss 4.2187 LearningRate 0.0736 Epoch: 2 Global Step: 47380 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:49,802-Speed 3331.89 samples/sec Loss 4.2157 LearningRate 0.0736 Epoch: 2 Global Step: 47390 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:52,861-Speed 3348.32 samples/sec Loss 4.2358 LearningRate 0.0736 Epoch: 2 Global Step: 47400 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:55,946-Speed 3319.66 samples/sec Loss 4.1400 LearningRate 0.0736 Epoch: 2 Global Step: 47410 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:13:59,064-Speed 3285.07 samples/sec Loss 4.1285 LearningRate 0.0736 Epoch: 2 Global Step: 47420 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:02,146-Speed 3323.63 samples/sec Loss 4.1458 LearningRate 0.0736 Epoch: 2 Global Step: 47430 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:05,229-Speed 3321.44 samples/sec Loss 4.1026 LearningRate 0.0736 Epoch: 2 Global Step: 47440 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:08,305-Speed 3329.98 samples/sec Loss 4.2648 LearningRate 0.0736 Epoch: 2 Global Step: 47450 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:11,356-Speed 3357.36 samples/sec Loss 4.1505 LearningRate 0.0736 Epoch: 2 Global Step: 47460 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:14,429-Speed 3333.44 samples/sec Loss 4.2000 LearningRate 0.0736 Epoch: 2 Global Step: 47470 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:17,487-Speed 3349.06 samples/sec Loss 4.1466 LearningRate 0.0736 Epoch: 2 Global Step: 47480 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:20,554-Speed 3339.67 samples/sec Loss 4.1704 LearningRate 0.0736 Epoch: 2 Global Step: 47490 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:23,630-Speed 3329.65 samples/sec Loss 4.1318 LearningRate 0.0736 Epoch: 2 Global Step: 47500 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:26,689-Speed 3347.71 samples/sec Loss 4.2013 LearningRate 0.0736 Epoch: 2 Global Step: 47510 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:29,756-Speed 3339.73 samples/sec Loss 4.1926 LearningRate 0.0736 Epoch: 2 Global Step: 47520 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:32,830-Speed 3332.01 samples/sec Loss 4.1593 LearningRate 0.0736 Epoch: 2 Global Step: 47530 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:35,905-Speed 3331.39 samples/sec Loss 4.1846 LearningRate 0.0735 Epoch: 2 Global Step: 47540 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:38,965-Speed 3347.17 samples/sec Loss 4.0912 LearningRate 0.0735 Epoch: 2 Global Step: 47550 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:14:42,026-Speed 3346.28 samples/sec Loss 4.1936 LearningRate 0.0735 Epoch: 2 Global Step: 47560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:45,092-Speed 3340.76 samples/sec Loss 4.0923 LearningRate 0.0735 Epoch: 2 Global Step: 47570 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:48,184-Speed 3312.17 samples/sec Loss 4.1729 LearningRate 0.0735 Epoch: 2 Global Step: 47580 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:51,319-Speed 3267.31 samples/sec Loss 4.1367 LearningRate 0.0735 Epoch: 2 Global Step: 47590 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:54,390-Speed 3335.34 samples/sec Loss 4.2617 LearningRate 0.0735 Epoch: 2 Global Step: 47600 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:14:57,494-Speed 3299.81 samples/sec Loss 4.1665 LearningRate 0.0735 Epoch: 2 Global Step: 47610 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:00,575-Speed 3323.39 samples/sec Loss 4.1560 LearningRate 0.0735 Epoch: 2 Global Step: 47620 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:03,642-Speed 3340.36 samples/sec Loss 4.0902 LearningRate 0.0735 Epoch: 2 Global Step: 47630 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:06,707-Speed 3341.25 samples/sec Loss 4.2279 LearningRate 0.0735 Epoch: 2 Global Step: 47640 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:09,822-Speed 3288.15 samples/sec Loss 4.2678 LearningRate 0.0735 Epoch: 2 Global Step: 47650 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:12,886-Speed 3343.22 samples/sec Loss 4.1473 LearningRate 0.0735 Epoch: 2 Global Step: 47660 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:15:15,936-Speed 3358.75 samples/sec Loss 4.0970 LearningRate 0.0735 Epoch: 2 Global Step: 47670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:18,998-Speed 3344.61 samples/sec Loss 4.2013 LearningRate 0.0735 Epoch: 2 Global Step: 47680 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:22,075-Speed 3328.40 samples/sec Loss 4.1601 LearningRate 0.0735 Epoch: 2 Global Step: 47690 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:25,143-Speed 3338.05 samples/sec Loss 4.1905 LearningRate 0.0735 Epoch: 2 Global Step: 47700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:28,222-Speed 3327.17 samples/sec Loss 4.0832 LearningRate 0.0735 Epoch: 2 Global Step: 47710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:31,284-Speed 3345.54 samples/sec Loss 4.1883 LearningRate 0.0735 Epoch: 2 Global Step: 47720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:34,365-Speed 3324.48 samples/sec Loss 4.2381 LearningRate 0.0734 Epoch: 2 Global Step: 47730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:37,464-Speed 3304.43 samples/sec Loss 4.1713 LearningRate 0.0734 Epoch: 2 Global Step: 47740 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:40,564-Speed 3303.81 samples/sec Loss 4.1189 LearningRate 0.0734 Epoch: 2 Global Step: 47750 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:43,626-Speed 3345.03 samples/sec Loss 4.2037 LearningRate 0.0734 Epoch: 2 Global Step: 47760 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:46,685-Speed 3348.65 samples/sec Loss 4.2159 LearningRate 0.0734 Epoch: 2 Global Step: 47770 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:49,783-Speed 3306.66 samples/sec Loss 4.2591 LearningRate 0.0734 Epoch: 2 Global Step: 47780 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:52,849-Speed 3340.20 samples/sec Loss 4.1471 LearningRate 0.0734 Epoch: 2 Global Step: 47790 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:55,922-Speed 3332.87 samples/sec Loss 4.1973 LearningRate 0.0734 Epoch: 2 Global Step: 47800 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:15:59,050-Speed 3274.38 samples/sec Loss 4.1797 LearningRate 0.0734 Epoch: 2 Global Step: 47810 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:02,185-Speed 3267.14 samples/sec Loss 4.1106 LearningRate 0.0734 Epoch: 2 Global Step: 47820 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:05,288-Speed 3300.84 samples/sec Loss 4.1582 LearningRate 0.0734 Epoch: 2 Global Step: 47830 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:08,352-Speed 3342.17 samples/sec Loss 4.2442 LearningRate 0.0734 Epoch: 2 Global Step: 47840 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:11,416-Speed 3343.65 samples/sec Loss 4.1810 LearningRate 0.0734 Epoch: 2 Global Step: 47850 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:14,481-Speed 3341.32 samples/sec Loss 4.1169 LearningRate 0.0734 Epoch: 2 Global Step: 47860 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:17,562-Speed 3324.20 samples/sec Loss 4.1429 LearningRate 0.0734 Epoch: 2 Global Step: 47870 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:16:20,616-Speed 3354.08 samples/sec Loss 4.2606 LearningRate 0.0734 Epoch: 2 Global Step: 47880 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:23,689-Speed 3332.61 samples/sec Loss 4.0918 LearningRate 0.0734 Epoch: 2 Global Step: 47890 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:26,750-Speed 3347.04 samples/sec Loss 4.1365 LearningRate 0.0734 Epoch: 2 Global Step: 47900 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:29,812-Speed 3344.89 samples/sec Loss 4.1377 LearningRate 0.0734 Epoch: 2 Global Step: 47910 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:32,872-Speed 3346.61 samples/sec Loss 4.1553 LearningRate 0.0734 Epoch: 2 Global Step: 47920 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:35,936-Speed 3343.38 samples/sec Loss 4.0714 LearningRate 0.0733 Epoch: 2 Global Step: 47930 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:39,006-Speed 3336.36 samples/sec Loss 4.2756 LearningRate 0.0733 Epoch: 2 Global Step: 47940 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:42,076-Speed 3336.30 samples/sec Loss 4.1944 LearningRate 0.0733 Epoch: 2 Global Step: 47950 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:45,163-Speed 3317.72 samples/sec Loss 4.0414 LearningRate 0.0733 Epoch: 2 Global Step: 47960 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:48,347-Speed 3216.84 samples/sec Loss 4.1119 LearningRate 0.0733 Epoch: 2 Global Step: 47970 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:51,413-Speed 3341.03 samples/sec Loss 4.0196 LearningRate 0.0733 Epoch: 2 Global Step: 47980 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:16:54,468-Speed 3353.66 samples/sec Loss 4.1354 LearningRate 0.0733 Epoch: 2 Global Step: 47990 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:16:57,537-Speed 3337.42 samples/sec Loss 4.1321 LearningRate 0.0733 Epoch: 2 Global Step: 48000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:17:41,671-[lfw][48000]XNorm: 20.443697 Training: 2022-04-11 04:17:41,672-[lfw][48000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 04:17:41,672-[lfw][48000]Accuracy-Highest: 0.99783 Training: 2022-04-11 04:18:32,905-[cfp_fp][48000]XNorm: 18.593204 Training: 2022-04-11 04:18:32,906-[cfp_fp][48000]Accuracy-Flip: 0.98029+-0.00595 Training: 2022-04-11 04:18:32,906-[cfp_fp][48000]Accuracy-Highest: 0.98214 Training: 2022-04-11 04:19:16,982-[agedb_30][48000]XNorm: 20.881032 Training: 2022-04-11 04:19:16,983-[agedb_30][48000]Accuracy-Flip: 0.97783+-0.00882 Training: 2022-04-11 04:19:16,984-[agedb_30][48000]Accuracy-Highest: 0.97917 Training: 2022-04-11 04:19:20,068-Speed 71.84 samples/sec Loss 4.0472 LearningRate 0.0733 Epoch: 2 Global Step: 48010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:19:23,142-Speed 3331.41 samples/sec Loss 4.1594 LearningRate 0.0733 Epoch: 2 Global Step: 48020 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:26,237-Speed 3309.12 samples/sec Loss 4.0694 LearningRate 0.0733 Epoch: 2 Global Step: 48030 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:29,360-Speed 3279.59 samples/sec Loss 4.1240 LearningRate 0.0733 Epoch: 2 Global Step: 48040 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:32,434-Speed 3332.41 samples/sec Loss 4.1125 LearningRate 0.0733 Epoch: 2 Global Step: 48050 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:35,488-Speed 3353.25 samples/sec Loss 4.1475 LearningRate 0.0733 Epoch: 2 Global Step: 48060 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:38,546-Speed 3349.21 samples/sec Loss 4.1132 LearningRate 0.0733 Epoch: 2 Global Step: 48070 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:41,600-Speed 3354.46 samples/sec Loss 4.1039 LearningRate 0.0733 Epoch: 2 Global Step: 48080 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:44,664-Speed 3342.28 samples/sec Loss 4.0294 LearningRate 0.0733 Epoch: 2 Global Step: 48090 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:47,721-Speed 3351.08 samples/sec Loss 4.1562 LearningRate 0.0733 Epoch: 2 Global Step: 48100 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:50,787-Speed 3340.13 samples/sec Loss 4.1061 LearningRate 0.0733 Epoch: 2 Global Step: 48110 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:19:53,842-Speed 3352.89 samples/sec Loss 4.1189 LearningRate 0.0732 Epoch: 2 Global Step: 48120 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:19:56,916-Speed 3332.44 samples/sec Loss 4.1685 LearningRate 0.0732 Epoch: 2 Global Step: 48130 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:00,008-Speed 3312.31 samples/sec Loss 4.0545 LearningRate 0.0732 Epoch: 2 Global Step: 48140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:03,088-Speed 3325.22 samples/sec Loss 4.1236 LearningRate 0.0732 Epoch: 2 Global Step: 48150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:06,161-Speed 3332.72 samples/sec Loss 4.1858 LearningRate 0.0732 Epoch: 2 Global Step: 48160 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:09,228-Speed 3340.39 samples/sec Loss 4.2080 LearningRate 0.0732 Epoch: 2 Global Step: 48170 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:12,411-Speed 3217.06 samples/sec Loss 4.1093 LearningRate 0.0732 Epoch: 2 Global Step: 48180 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:15,471-Speed 3348.00 samples/sec Loss 4.1124 LearningRate 0.0732 Epoch: 2 Global Step: 48190 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:18,537-Speed 3340.16 samples/sec Loss 4.2050 LearningRate 0.0732 Epoch: 2 Global Step: 48200 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:21,606-Speed 3337.24 samples/sec Loss 4.0501 LearningRate 0.0732 Epoch: 2 Global Step: 48210 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:24,661-Speed 3352.95 samples/sec Loss 4.1443 LearningRate 0.0732 Epoch: 2 Global Step: 48220 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:27,734-Speed 3333.48 samples/sec Loss 4.1463 LearningRate 0.0732 Epoch: 2 Global Step: 48230 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:30,803-Speed 3337.49 samples/sec Loss 4.1168 LearningRate 0.0732 Epoch: 2 Global Step: 48240 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:33,879-Speed 3329.08 samples/sec Loss 4.0670 LearningRate 0.0732 Epoch: 2 Global Step: 48250 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:36,958-Speed 3326.88 samples/sec Loss 4.1902 LearningRate 0.0732 Epoch: 2 Global Step: 48260 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:40,027-Speed 3337.44 samples/sec Loss 4.1488 LearningRate 0.0732 Epoch: 2 Global Step: 48270 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:43,097-Speed 3336.89 samples/sec Loss 4.1310 LearningRate 0.0732 Epoch: 2 Global Step: 48280 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:46,179-Speed 3323.39 samples/sec Loss 4.1522 LearningRate 0.0732 Epoch: 2 Global Step: 48290 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:49,245-Speed 3340.39 samples/sec Loss 4.0819 LearningRate 0.0732 Epoch: 2 Global Step: 48300 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:52,320-Speed 3330.66 samples/sec Loss 4.1492 LearningRate 0.0732 Epoch: 2 Global Step: 48310 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:20:55,390-Speed 3336.65 samples/sec Loss 4.1308 LearningRate 0.0731 Epoch: 2 Global Step: 48320 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:20:58,448-Speed 3348.58 samples/sec Loss 4.1793 LearningRate 0.0731 Epoch: 2 Global Step: 48330 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:21:01,528-Speed 3326.23 samples/sec Loss 4.0181 LearningRate 0.0731 Epoch: 2 Global Step: 48340 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:21:04,612-Speed 3321.09 samples/sec Loss 4.1137 LearningRate 0.0731 Epoch: 2 Global Step: 48350 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:21:07,715-Speed 3300.30 samples/sec Loss 4.1884 LearningRate 0.0731 Epoch: 2 Global Step: 48360 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:21:10,792-Speed 3328.57 samples/sec Loss 4.1288 LearningRate 0.0731 Epoch: 2 Global Step: 48370 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:21:13,869-Speed 3329.44 samples/sec Loss 3.9360 LearningRate 0.0731 Epoch: 2 Global Step: 48380 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:21:16,938-Speed 3337.39 samples/sec Loss 4.0380 LearningRate 0.0731 Epoch: 2 Global Step: 48390 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:21:19,996-Speed 3349.50 samples/sec Loss 4.1584 LearningRate 0.0731 Epoch: 2 Global Step: 48400 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:21:23,079-Speed 3321.40 samples/sec Loss 4.0954 LearningRate 0.0731 Epoch: 2 Global Step: 48410 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:21:26,173-Speed 3310.42 samples/sec Loss 4.1588 LearningRate 0.0731 Epoch: 2 Global Step: 48420 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:21:29,265-Speed 3313.37 samples/sec Loss 4.0473 LearningRate 0.0731 Epoch: 2 Global Step: 48430 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:21:32,323-Speed 3349.46 samples/sec Loss 4.0693 LearningRate 0.0731 Epoch: 2 Global Step: 48440 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:35,391-Speed 3338.74 samples/sec Loss 4.1313 LearningRate 0.0731 Epoch: 2 Global Step: 48450 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:38,469-Speed 3327.90 samples/sec Loss 4.1054 LearningRate 0.0731 Epoch: 2 Global Step: 48460 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:41,540-Speed 3335.32 samples/sec Loss 4.0372 LearningRate 0.0731 Epoch: 2 Global Step: 48470 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:44,634-Speed 3310.11 samples/sec Loss 4.1064 LearningRate 0.0731 Epoch: 2 Global Step: 48480 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:47,707-Speed 3333.54 samples/sec Loss 4.1443 LearningRate 0.0731 Epoch: 2 Global Step: 48490 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:50,780-Speed 3332.96 samples/sec Loss 4.1816 LearningRate 0.0731 Epoch: 2 Global Step: 48500 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:53,859-Speed 3326.18 samples/sec Loss 4.1213 LearningRate 0.0730 Epoch: 2 Global Step: 48510 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:21:56,969-Speed 3293.68 samples/sec Loss 4.1002 LearningRate 0.0730 Epoch: 2 Global Step: 48520 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:22:00,045-Speed 3329.79 samples/sec Loss 4.0143 LearningRate 0.0730 Epoch: 2 Global Step: 48530 Fp16 Grad Scale: 32768 Required: 30 hours Training: 2022-04-11 04:22:03,118-Speed 3333.44 samples/sec Loss 4.1340 LearningRate 0.0730 Epoch: 2 Global Step: 48540 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:06,208-Speed 3314.72 samples/sec Loss 4.1174 LearningRate 0.0730 Epoch: 2 Global Step: 48550 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:09,406-Speed 3202.33 samples/sec Loss 4.1639 LearningRate 0.0730 Epoch: 2 Global Step: 48560 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:12,498-Speed 3312.65 samples/sec Loss 4.1325 LearningRate 0.0730 Epoch: 2 Global Step: 48570 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:15,567-Speed 3336.71 samples/sec Loss 4.0923 LearningRate 0.0730 Epoch: 2 Global Step: 48580 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:18,635-Speed 3338.30 samples/sec Loss 4.0700 LearningRate 0.0730 Epoch: 2 Global Step: 48590 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:21,706-Speed 3335.21 samples/sec Loss 4.1134 LearningRate 0.0730 Epoch: 2 Global Step: 48600 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:24,799-Speed 3311.70 samples/sec Loss 4.1573 LearningRate 0.0730 Epoch: 2 Global Step: 48610 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:27,870-Speed 3335.98 samples/sec Loss 4.2322 LearningRate 0.0730 Epoch: 2 Global Step: 48620 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:30,937-Speed 3339.49 samples/sec Loss 4.1102 LearningRate 0.0730 Epoch: 2 Global Step: 48630 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:22:34,062-Speed 3278.11 samples/sec Loss 4.1391 LearningRate 0.0730 Epoch: 2 Global Step: 48640 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:37,146-Speed 3320.24 samples/sec Loss 4.1667 LearningRate 0.0730 Epoch: 2 Global Step: 48650 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:40,219-Speed 3333.62 samples/sec Loss 4.0836 LearningRate 0.0730 Epoch: 2 Global Step: 48660 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:43,292-Speed 3333.16 samples/sec Loss 4.0971 LearningRate 0.0730 Epoch: 2 Global Step: 48670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:46,368-Speed 3329.65 samples/sec Loss 4.1118 LearningRate 0.0730 Epoch: 2 Global Step: 48680 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:49,449-Speed 3323.86 samples/sec Loss 3.9824 LearningRate 0.0730 Epoch: 2 Global Step: 48690 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:52,532-Speed 3322.38 samples/sec Loss 4.1251 LearningRate 0.0730 Epoch: 2 Global Step: 48700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:55,606-Speed 3333.01 samples/sec Loss 4.1812 LearningRate 0.0729 Epoch: 2 Global Step: 48710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:22:58,696-Speed 3314.15 samples/sec Loss 4.0700 LearningRate 0.0729 Epoch: 2 Global Step: 48720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:01,772-Speed 3329.93 samples/sec Loss 4.0793 LearningRate 0.0729 Epoch: 2 Global Step: 48730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:04,846-Speed 3331.41 samples/sec Loss 4.0587 LearningRate 0.0729 Epoch: 2 Global Step: 48740 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:23:07,906-Speed 3347.44 samples/sec Loss 4.1660 LearningRate 0.0729 Epoch: 2 Global Step: 48750 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:10,977-Speed 3334.54 samples/sec Loss 4.0290 LearningRate 0.0729 Epoch: 2 Global Step: 48760 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:14,045-Speed 3338.44 samples/sec Loss 4.0507 LearningRate 0.0729 Epoch: 2 Global Step: 48770 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:17,129-Speed 3321.97 samples/sec Loss 4.1227 LearningRate 0.0729 Epoch: 2 Global Step: 48780 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:20,270-Speed 3260.76 samples/sec Loss 4.0165 LearningRate 0.0729 Epoch: 2 Global Step: 48790 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:23,357-Speed 3317.26 samples/sec Loss 4.1291 LearningRate 0.0729 Epoch: 2 Global Step: 48800 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:23:26,411-Speed 3353.62 samples/sec Loss 4.1505 LearningRate 0.0729 Epoch: 2 Global Step: 48810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:29,478-Speed 3340.19 samples/sec Loss 4.0968 LearningRate 0.0729 Epoch: 2 Global Step: 48820 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:32,566-Speed 3316.93 samples/sec Loss 4.1297 LearningRate 0.0729 Epoch: 2 Global Step: 48830 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:35,632-Speed 3340.56 samples/sec Loss 3.9992 LearningRate 0.0729 Epoch: 2 Global Step: 48840 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:38,745-Speed 3290.39 samples/sec Loss 4.1123 LearningRate 0.0729 Epoch: 2 Global Step: 48850 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:41,813-Speed 3338.11 samples/sec Loss 4.0236 LearningRate 0.0729 Epoch: 2 Global Step: 48860 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:44,877-Speed 3342.48 samples/sec Loss 4.0824 LearningRate 0.0729 Epoch: 2 Global Step: 48870 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:47,949-Speed 3334.82 samples/sec Loss 4.1345 LearningRate 0.0729 Epoch: 2 Global Step: 48880 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:51,014-Speed 3341.43 samples/sec Loss 4.1159 LearningRate 0.0729 Epoch: 2 Global Step: 48890 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:54,073-Speed 3348.31 samples/sec Loss 4.1076 LearningRate 0.0728 Epoch: 2 Global Step: 48900 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:23:57,126-Speed 3354.70 samples/sec Loss 4.0799 LearningRate 0.0728 Epoch: 2 Global Step: 48910 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:00,188-Speed 3345.17 samples/sec Loss 4.0540 LearningRate 0.0728 Epoch: 2 Global Step: 48920 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:03,253-Speed 3341.58 samples/sec Loss 4.0336 LearningRate 0.0728 Epoch: 2 Global Step: 48930 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:06,329-Speed 3329.71 samples/sec Loss 4.1261 LearningRate 0.0728 Epoch: 2 Global Step: 48940 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:09,403-Speed 3331.95 samples/sec Loss 4.1380 LearningRate 0.0728 Epoch: 2 Global Step: 48950 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:12,473-Speed 3336.17 samples/sec Loss 4.0631 LearningRate 0.0728 Epoch: 2 Global Step: 48960 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:15,549-Speed 3329.50 samples/sec Loss 4.0245 LearningRate 0.0728 Epoch: 2 Global Step: 48970 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:18,642-Speed 3312.38 samples/sec Loss 4.1431 LearningRate 0.0728 Epoch: 2 Global Step: 48980 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:21,741-Speed 3304.51 samples/sec Loss 4.1114 LearningRate 0.0728 Epoch: 2 Global Step: 48990 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:24,844-Speed 3301.18 samples/sec Loss 4.1127 LearningRate 0.0728 Epoch: 2 Global Step: 49000 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:24:27,916-Speed 3333.98 samples/sec Loss 4.1209 LearningRate 0.0728 Epoch: 2 Global Step: 49010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:30,994-Speed 3326.72 samples/sec Loss 4.0757 LearningRate 0.0728 Epoch: 2 Global Step: 49020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:34,060-Speed 3340.74 samples/sec Loss 4.0189 LearningRate 0.0728 Epoch: 2 Global Step: 49030 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:37,137-Speed 3329.63 samples/sec Loss 4.0508 LearningRate 0.0728 Epoch: 2 Global Step: 49040 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:40,209-Speed 3333.99 samples/sec Loss 4.1155 LearningRate 0.0728 Epoch: 2 Global Step: 49050 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:43,304-Speed 3309.33 samples/sec Loss 4.0900 LearningRate 0.0728 Epoch: 2 Global Step: 49060 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:46,428-Speed 3279.43 samples/sec Loss 4.0880 LearningRate 0.0728 Epoch: 2 Global Step: 49070 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:49,499-Speed 3335.29 samples/sec Loss 4.0405 LearningRate 0.0728 Epoch: 2 Global Step: 49080 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:52,573-Speed 3331.26 samples/sec Loss 4.0421 LearningRate 0.0728 Epoch: 2 Global Step: 49090 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:55,657-Speed 3321.52 samples/sec Loss 4.1536 LearningRate 0.0727 Epoch: 2 Global Step: 49100 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:24:58,738-Speed 3324.73 samples/sec Loss 4.0894 LearningRate 0.0727 Epoch: 2 Global Step: 49110 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:25:01,811-Speed 3332.66 samples/sec Loss 4.1176 LearningRate 0.0727 Epoch: 2 Global Step: 49120 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:25:04,897-Speed 3319.81 samples/sec Loss 4.2075 LearningRate 0.0727 Epoch: 2 Global Step: 49130 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:25:07,967-Speed 3336.71 samples/sec Loss 4.1233 LearningRate 0.0727 Epoch: 2 Global Step: 49140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:25:11,031-Speed 3342.01 samples/sec Loss 4.0821 LearningRate 0.0727 Epoch: 2 Global Step: 49150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:25:14,103-Speed 3334.41 samples/sec Loss 4.0744 LearningRate 0.0727 Epoch: 2 Global Step: 49160 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:17,175-Speed 3334.30 samples/sec Loss 4.1071 LearningRate 0.0727 Epoch: 2 Global Step: 49170 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:20,256-Speed 3324.08 samples/sec Loss 4.1089 LearningRate 0.0727 Epoch: 2 Global Step: 49180 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:23,410-Speed 3247.37 samples/sec Loss 4.1632 LearningRate 0.0727 Epoch: 2 Global Step: 49190 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:26,558-Speed 3253.09 samples/sec Loss 4.0474 LearningRate 0.0727 Epoch: 2 Global Step: 49200 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:29,626-Speed 3339.06 samples/sec Loss 4.1331 LearningRate 0.0727 Epoch: 2 Global Step: 49210 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:32,703-Speed 3328.25 samples/sec Loss 3.9988 LearningRate 0.0727 Epoch: 2 Global Step: 49220 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:35,768-Speed 3342.44 samples/sec Loss 4.0795 LearningRate 0.0727 Epoch: 2 Global Step: 49230 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:38,903-Speed 3266.92 samples/sec Loss 4.0735 LearningRate 0.0727 Epoch: 2 Global Step: 49240 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:42,033-Speed 3272.27 samples/sec Loss 4.0045 LearningRate 0.0727 Epoch: 2 Global Step: 49250 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:45,102-Speed 3336.80 samples/sec Loss 4.0635 LearningRate 0.0727 Epoch: 2 Global Step: 49260 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:48,177-Speed 3331.47 samples/sec Loss 4.1971 LearningRate 0.0727 Epoch: 2 Global Step: 49270 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:51,256-Speed 3326.05 samples/sec Loss 4.0933 LearningRate 0.0727 Epoch: 2 Global Step: 49280 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:54,393-Speed 3264.81 samples/sec Loss 4.1336 LearningRate 0.0726 Epoch: 2 Global Step: 49290 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:25:57,491-Speed 3306.78 samples/sec Loss 4.1019 LearningRate 0.0726 Epoch: 2 Global Step: 49300 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:00,562-Speed 3335.21 samples/sec Loss 4.0502 LearningRate 0.0726 Epoch: 2 Global Step: 49310 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:03,682-Speed 3283.33 samples/sec Loss 4.0999 LearningRate 0.0726 Epoch: 2 Global Step: 49320 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:06,773-Speed 3313.05 samples/sec Loss 4.0793 LearningRate 0.0726 Epoch: 2 Global Step: 49330 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:09,863-Speed 3314.85 samples/sec Loss 4.0951 LearningRate 0.0726 Epoch: 2 Global Step: 49340 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:13,006-Speed 3259.04 samples/sec Loss 4.1253 LearningRate 0.0726 Epoch: 2 Global Step: 49350 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:16,137-Speed 3270.66 samples/sec Loss 4.0959 LearningRate 0.0726 Epoch: 2 Global Step: 49360 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:26:19,221-Speed 3321.09 samples/sec Loss 4.0407 LearningRate 0.0726 Epoch: 2 Global Step: 49370 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:26:22,298-Speed 3328.70 samples/sec Loss 4.1258 LearningRate 0.0726 Epoch: 2 Global Step: 49380 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:26:25,442-Speed 3257.75 samples/sec Loss 4.1280 LearningRate 0.0726 Epoch: 2 Global Step: 49390 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:26:28,534-Speed 3312.61 samples/sec Loss 4.1534 LearningRate 0.0726 Epoch: 2 Global Step: 49400 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:26:31,660-Speed 3276.99 samples/sec Loss 4.1098 LearningRate 0.0726 Epoch: 2 Global Step: 49410 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:34,735-Speed 3330.76 samples/sec Loss 4.1585 LearningRate 0.0726 Epoch: 2 Global Step: 49420 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:37,803-Speed 3337.94 samples/sec Loss 4.0553 LearningRate 0.0726 Epoch: 2 Global Step: 49430 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:40,927-Speed 3279.23 samples/sec Loss 4.1272 LearningRate 0.0726 Epoch: 2 Global Step: 49440 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:44,012-Speed 3319.92 samples/sec Loss 4.0737 LearningRate 0.0726 Epoch: 2 Global Step: 49450 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:47,095-Speed 3321.27 samples/sec Loss 4.0992 LearningRate 0.0726 Epoch: 2 Global Step: 49460 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:50,163-Speed 3339.38 samples/sec Loss 3.9576 LearningRate 0.0726 Epoch: 2 Global Step: 49470 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:53,304-Speed 3261.15 samples/sec Loss 4.0864 LearningRate 0.0726 Epoch: 2 Global Step: 49480 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:56,371-Speed 3338.89 samples/sec Loss 4.0888 LearningRate 0.0725 Epoch: 2 Global Step: 49490 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:26:59,436-Speed 3341.70 samples/sec Loss 4.1065 LearningRate 0.0725 Epoch: 2 Global Step: 49500 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:27:02,527-Speed 3314.28 samples/sec Loss 4.0472 LearningRate 0.0725 Epoch: 2 Global Step: 49510 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:05,592-Speed 3341.69 samples/sec Loss 4.0767 LearningRate 0.0725 Epoch: 2 Global Step: 49520 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:08,680-Speed 3316.99 samples/sec Loss 4.1656 LearningRate 0.0725 Epoch: 2 Global Step: 49530 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:11,769-Speed 3314.83 samples/sec Loss 4.0412 LearningRate 0.0725 Epoch: 2 Global Step: 49540 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:14,845-Speed 3329.93 samples/sec Loss 4.1331 LearningRate 0.0725 Epoch: 2 Global Step: 49550 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:17,935-Speed 3314.42 samples/sec Loss 4.0980 LearningRate 0.0725 Epoch: 2 Global Step: 49560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:21,007-Speed 3334.94 samples/sec Loss 4.1047 LearningRate 0.0725 Epoch: 2 Global Step: 49570 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:24,107-Speed 3303.90 samples/sec Loss 4.0416 LearningRate 0.0725 Epoch: 2 Global Step: 49580 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:27,193-Speed 3318.31 samples/sec Loss 4.0809 LearningRate 0.0725 Epoch: 2 Global Step: 49590 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:30,282-Speed 3316.45 samples/sec Loss 4.0842 LearningRate 0.0725 Epoch: 2 Global Step: 49600 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:33,432-Speed 3251.14 samples/sec Loss 4.1587 LearningRate 0.0725 Epoch: 2 Global Step: 49610 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:27:36,496-Speed 3343.33 samples/sec Loss 4.0912 LearningRate 0.0725 Epoch: 2 Global Step: 49620 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:39,566-Speed 3336.23 samples/sec Loss 4.0708 LearningRate 0.0725 Epoch: 2 Global Step: 49630 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:42,646-Speed 3325.06 samples/sec Loss 4.0251 LearningRate 0.0725 Epoch: 2 Global Step: 49640 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:45,728-Speed 3323.09 samples/sec Loss 4.1365 LearningRate 0.0725 Epoch: 2 Global Step: 49650 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:48,804-Speed 3330.58 samples/sec Loss 4.0319 LearningRate 0.0725 Epoch: 2 Global Step: 49660 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:52,011-Speed 3193.07 samples/sec Loss 4.0847 LearningRate 0.0725 Epoch: 2 Global Step: 49670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:55,142-Speed 3271.56 samples/sec Loss 4.0547 LearningRate 0.0725 Epoch: 2 Global Step: 49680 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:27:58,321-Speed 3221.70 samples/sec Loss 4.1507 LearningRate 0.0724 Epoch: 2 Global Step: 49690 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:01,567-Speed 3155.48 samples/sec Loss 4.0984 LearningRate 0.0724 Epoch: 2 Global Step: 49700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:04,635-Speed 3338.11 samples/sec Loss 4.1213 LearningRate 0.0724 Epoch: 2 Global Step: 49710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:07,706-Speed 3335.86 samples/sec Loss 4.1164 LearningRate 0.0724 Epoch: 2 Global Step: 49720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:10,780-Speed 3331.27 samples/sec Loss 4.1120 LearningRate 0.0724 Epoch: 2 Global Step: 49730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:13,864-Speed 3321.86 samples/sec Loss 4.1639 LearningRate 0.0724 Epoch: 2 Global Step: 49740 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:16,955-Speed 3313.81 samples/sec Loss 4.0425 LearningRate 0.0724 Epoch: 2 Global Step: 49750 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:20,009-Speed 3354.34 samples/sec Loss 4.1032 LearningRate 0.0724 Epoch: 2 Global Step: 49760 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:23,105-Speed 3308.33 samples/sec Loss 4.0868 LearningRate 0.0724 Epoch: 2 Global Step: 49770 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:26,176-Speed 3334.67 samples/sec Loss 4.1205 LearningRate 0.0724 Epoch: 2 Global Step: 49780 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:29,240-Speed 3342.72 samples/sec Loss 4.1270 LearningRate 0.0724 Epoch: 2 Global Step: 49790 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:32,305-Speed 3342.27 samples/sec Loss 4.0376 LearningRate 0.0724 Epoch: 2 Global Step: 49800 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:35,376-Speed 3335.03 samples/sec Loss 4.0540 LearningRate 0.0724 Epoch: 2 Global Step: 49810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:38,446-Speed 3336.01 samples/sec Loss 4.0818 LearningRate 0.0724 Epoch: 2 Global Step: 49820 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:41,512-Speed 3341.45 samples/sec Loss 4.0900 LearningRate 0.0724 Epoch: 2 Global Step: 49830 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:44,588-Speed 3329.82 samples/sec Loss 4.1085 LearningRate 0.0724 Epoch: 2 Global Step: 49840 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:47,656-Speed 3337.89 samples/sec Loss 3.9773 LearningRate 0.0724 Epoch: 2 Global Step: 49850 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:28:50,764-Speed 3295.90 samples/sec Loss 4.0642 LearningRate 0.0724 Epoch: 2 Global Step: 49860 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:53,893-Speed 3273.09 samples/sec Loss 3.9938 LearningRate 0.0724 Epoch: 2 Global Step: 49870 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:28:57,012-Speed 3283.22 samples/sec Loss 4.0242 LearningRate 0.0723 Epoch: 2 Global Step: 49880 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:29:00,077-Speed 3342.08 samples/sec Loss 4.0303 LearningRate 0.0723 Epoch: 2 Global Step: 49890 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:29:03,153-Speed 3330.38 samples/sec Loss 4.0025 LearningRate 0.0723 Epoch: 2 Global Step: 49900 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:29:06,270-Speed 3285.28 samples/sec Loss 4.0495 LearningRate 0.0723 Epoch: 2 Global Step: 49910 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:29:09,358-Speed 3317.55 samples/sec Loss 4.0216 LearningRate 0.0723 Epoch: 2 Global Step: 49920 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:29:12,467-Speed 3294.09 samples/sec Loss 4.0478 LearningRate 0.0723 Epoch: 2 Global Step: 49930 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:29:15,566-Speed 3305.07 samples/sec Loss 4.0442 LearningRate 0.0723 Epoch: 2 Global Step: 49940 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:29:18,635-Speed 3337.13 samples/sec Loss 4.1036 LearningRate 0.0723 Epoch: 2 Global Step: 49950 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:29:21,708-Speed 3332.87 samples/sec Loss 4.0775 LearningRate 0.0723 Epoch: 2 Global Step: 49960 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:29:24,792-Speed 3321.40 samples/sec Loss 4.0741 LearningRate 0.0723 Epoch: 2 Global Step: 49970 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:29:27,909-Speed 3285.96 samples/sec Loss 4.0474 LearningRate 0.0723 Epoch: 2 Global Step: 49980 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:29:30,986-Speed 3328.27 samples/sec Loss 4.0825 LearningRate 0.0723 Epoch: 2 Global Step: 49990 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:29:34,073-Speed 3317.97 samples/sec Loss 4.0659 LearningRate 0.0723 Epoch: 2 Global Step: 50000 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:30:17,987-[lfw][50000]XNorm: 22.063981 Training: 2022-04-11 04:30:17,987-[lfw][50000]Accuracy-Flip: 0.99733+-0.00309 Training: 2022-04-11 04:30:17,988-[lfw][50000]Accuracy-Highest: 0.99783 Training: 2022-04-11 04:31:09,051-[cfp_fp][50000]XNorm: 20.598621 Training: 2022-04-11 04:31:09,052-[cfp_fp][50000]Accuracy-Flip: 0.98300+-0.00627 Training: 2022-04-11 04:31:09,052-[cfp_fp][50000]Accuracy-Highest: 0.98300 Training: 2022-04-11 04:31:52,664-[agedb_30][50000]XNorm: 22.280248 Training: 2022-04-11 04:31:52,665-[agedb_30][50000]Accuracy-Flip: 0.97917+-0.00672 Training: 2022-04-11 04:31:52,665-[agedb_30][50000]Accuracy-Highest: 0.97917 Training: 2022-04-11 04:31:55,745-Speed 72.28 samples/sec Loss 4.1295 LearningRate 0.0723 Epoch: 2 Global Step: 50010 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:31:58,812-Speed 3339.54 samples/sec Loss 4.0550 LearningRate 0.0723 Epoch: 2 Global Step: 50020 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:32:01,893-Speed 3324.00 samples/sec Loss 4.1668 LearningRate 0.0723 Epoch: 2 Global Step: 50030 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:32:04,961-Speed 3338.44 samples/sec Loss 4.0456 LearningRate 0.0723 Epoch: 2 Global Step: 50040 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:32:08,039-Speed 3327.68 samples/sec Loss 4.1150 LearningRate 0.0723 Epoch: 2 Global Step: 50050 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:32:11,098-Speed 3349.11 samples/sec Loss 3.9746 LearningRate 0.0723 Epoch: 2 Global Step: 50060 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:32:14,460-Speed 3046.29 samples/sec Loss 4.0028 LearningRate 0.0723 Epoch: 2 Global Step: 50070 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:01,883-Speed 215.93 samples/sec Loss 3.6089 LearningRate 0.0722 Epoch: 3 Global Step: 50080 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:05,102-Speed 3182.04 samples/sec Loss 3.4633 LearningRate 0.0722 Epoch: 3 Global Step: 50090 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:08,241-Speed 3262.85 samples/sec Loss 3.4877 LearningRate 0.0722 Epoch: 3 Global Step: 50100 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:11,346-Speed 3299.13 samples/sec Loss 3.3707 LearningRate 0.0722 Epoch: 3 Global Step: 50110 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:14,447-Speed 3302.98 samples/sec Loss 3.4372 LearningRate 0.0722 Epoch: 3 Global Step: 50120 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:17,505-Speed 3349.11 samples/sec Loss 3.4474 LearningRate 0.0722 Epoch: 3 Global Step: 50130 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:20,562-Speed 3351.07 samples/sec Loss 3.3820 LearningRate 0.0722 Epoch: 3 Global Step: 50140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:23,614-Speed 3356.35 samples/sec Loss 3.4653 LearningRate 0.0722 Epoch: 3 Global Step: 50150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:26,681-Speed 3339.12 samples/sec Loss 3.3989 LearningRate 0.0722 Epoch: 3 Global Step: 50160 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:29,740-Speed 3347.82 samples/sec Loss 3.5042 LearningRate 0.0722 Epoch: 3 Global Step: 50170 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:32,849-Speed 3294.89 samples/sec Loss 3.4525 LearningRate 0.0722 Epoch: 3 Global Step: 50180 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:36,097-Speed 3153.36 samples/sec Loss 3.3823 LearningRate 0.0722 Epoch: 3 Global Step: 50190 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:39,610-Speed 2915.21 samples/sec Loss 3.4399 LearningRate 0.0722 Epoch: 3 Global Step: 50200 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:42,673-Speed 3344.25 samples/sec Loss 3.3842 LearningRate 0.0722 Epoch: 3 Global Step: 50210 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:45,741-Speed 3338.86 samples/sec Loss 3.4522 LearningRate 0.0722 Epoch: 3 Global Step: 50220 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:48,823-Speed 3323.78 samples/sec Loss 3.4336 LearningRate 0.0722 Epoch: 3 Global Step: 50230 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:33:51,906-Speed 3322.45 samples/sec Loss 3.4357 LearningRate 0.0722 Epoch: 3 Global Step: 50240 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:33:54,958-Speed 3355.65 samples/sec Loss 3.4380 LearningRate 0.0722 Epoch: 3 Global Step: 50250 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:33:58,035-Speed 3329.00 samples/sec Loss 3.4712 LearningRate 0.0722 Epoch: 3 Global Step: 50260 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:01,103-Speed 3338.04 samples/sec Loss 3.4125 LearningRate 0.0721 Epoch: 3 Global Step: 50270 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:04,172-Speed 3337.20 samples/sec Loss 3.4293 LearningRate 0.0721 Epoch: 3 Global Step: 50280 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:07,384-Speed 3188.99 samples/sec Loss 3.4237 LearningRate 0.0721 Epoch: 3 Global Step: 50290 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:10,466-Speed 3322.97 samples/sec Loss 3.4524 LearningRate 0.0721 Epoch: 3 Global Step: 50300 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:13,563-Speed 3307.24 samples/sec Loss 3.4428 LearningRate 0.0721 Epoch: 3 Global Step: 50310 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:16,640-Speed 3330.25 samples/sec Loss 3.4002 LearningRate 0.0721 Epoch: 3 Global Step: 50320 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:19,722-Speed 3323.51 samples/sec Loss 3.4830 LearningRate 0.0721 Epoch: 3 Global Step: 50330 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:22,799-Speed 3328.11 samples/sec Loss 3.4682 LearningRate 0.0721 Epoch: 3 Global Step: 50340 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:25,924-Speed 3278.00 samples/sec Loss 3.3946 LearningRate 0.0721 Epoch: 3 Global Step: 50350 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:34:28,989-Speed 3341.51 samples/sec Loss 3.5278 LearningRate 0.0721 Epoch: 3 Global Step: 50360 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:32,051-Speed 3344.44 samples/sec Loss 3.5222 LearningRate 0.0721 Epoch: 3 Global Step: 50370 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:35,123-Speed 3334.41 samples/sec Loss 3.4794 LearningRate 0.0721 Epoch: 3 Global Step: 50380 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:38,205-Speed 3322.66 samples/sec Loss 3.4669 LearningRate 0.0721 Epoch: 3 Global Step: 50390 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:41,271-Speed 3341.14 samples/sec Loss 3.4205 LearningRate 0.0721 Epoch: 3 Global Step: 50400 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:44,335-Speed 3342.70 samples/sec Loss 3.4930 LearningRate 0.0721 Epoch: 3 Global Step: 50410 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:47,404-Speed 3338.45 samples/sec Loss 3.4938 LearningRate 0.0721 Epoch: 3 Global Step: 50420 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:50,504-Speed 3302.92 samples/sec Loss 3.4217 LearningRate 0.0721 Epoch: 3 Global Step: 50430 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:53,678-Speed 3226.88 samples/sec Loss 3.4859 LearningRate 0.0721 Epoch: 3 Global Step: 50440 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:34:56,915-Speed 3164.85 samples/sec Loss 3.4159 LearningRate 0.0721 Epoch: 3 Global Step: 50450 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:00,076-Speed 3240.19 samples/sec Loss 3.3943 LearningRate 0.0721 Epoch: 3 Global Step: 50460 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:35:03,206-Speed 3272.16 samples/sec Loss 3.4529 LearningRate 0.0720 Epoch: 3 Global Step: 50470 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:06,270-Speed 3342.47 samples/sec Loss 3.4278 LearningRate 0.0720 Epoch: 3 Global Step: 50480 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:09,361-Speed 3313.92 samples/sec Loss 3.4376 LearningRate 0.0720 Epoch: 3 Global Step: 50490 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:12,431-Speed 3336.20 samples/sec Loss 3.5312 LearningRate 0.0720 Epoch: 3 Global Step: 50500 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:15,533-Speed 3302.53 samples/sec Loss 3.4155 LearningRate 0.0720 Epoch: 3 Global Step: 50510 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:18,619-Speed 3318.79 samples/sec Loss 3.5653 LearningRate 0.0720 Epoch: 3 Global Step: 50520 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:21,720-Speed 3302.18 samples/sec Loss 3.5333 LearningRate 0.0720 Epoch: 3 Global Step: 50530 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:24,862-Speed 3260.22 samples/sec Loss 3.4932 LearningRate 0.0720 Epoch: 3 Global Step: 50540 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:35:27,921-Speed 3348.43 samples/sec Loss 3.4952 LearningRate 0.0720 Epoch: 3 Global Step: 50550 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:31,041-Speed 3282.58 samples/sec Loss 3.4786 LearningRate 0.0720 Epoch: 3 Global Step: 50560 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:34,179-Speed 3263.62 samples/sec Loss 3.5039 LearningRate 0.0720 Epoch: 3 Global Step: 50570 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:37,320-Speed 3261.60 samples/sec Loss 3.5002 LearningRate 0.0720 Epoch: 3 Global Step: 50580 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:40,465-Speed 3256.60 samples/sec Loss 3.5037 LearningRate 0.0720 Epoch: 3 Global Step: 50590 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:43,554-Speed 3315.37 samples/sec Loss 3.4872 LearningRate 0.0720 Epoch: 3 Global Step: 50600 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:46,631-Speed 3329.23 samples/sec Loss 3.4447 LearningRate 0.0720 Epoch: 3 Global Step: 50610 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:49,701-Speed 3336.48 samples/sec Loss 3.5338 LearningRate 0.0720 Epoch: 3 Global Step: 50620 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:52,773-Speed 3333.99 samples/sec Loss 3.5726 LearningRate 0.0720 Epoch: 3 Global Step: 50630 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:55,935-Speed 3238.40 samples/sec Loss 3.4363 LearningRate 0.0720 Epoch: 3 Global Step: 50640 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:35:59,014-Speed 3326.90 samples/sec Loss 3.5106 LearningRate 0.0720 Epoch: 3 Global Step: 50650 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:02,094-Speed 3325.78 samples/sec Loss 3.4470 LearningRate 0.0720 Epoch: 3 Global Step: 50660 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:05,205-Speed 3292.83 samples/sec Loss 3.4357 LearningRate 0.0719 Epoch: 3 Global Step: 50670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:08,306-Speed 3302.49 samples/sec Loss 3.4564 LearningRate 0.0719 Epoch: 3 Global Step: 50680 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:11,431-Speed 3277.32 samples/sec Loss 3.4240 LearningRate 0.0719 Epoch: 3 Global Step: 50690 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:14,522-Speed 3314.12 samples/sec Loss 3.4735 LearningRate 0.0719 Epoch: 3 Global Step: 50700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:17,590-Speed 3338.01 samples/sec Loss 3.4428 LearningRate 0.0719 Epoch: 3 Global Step: 50710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:20,658-Speed 3338.80 samples/sec Loss 3.4837 LearningRate 0.0719 Epoch: 3 Global Step: 50720 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:23,735-Speed 3328.70 samples/sec Loss 3.6028 LearningRate 0.0719 Epoch: 3 Global Step: 50730 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:26,810-Speed 3331.02 samples/sec Loss 3.5539 LearningRate 0.0719 Epoch: 3 Global Step: 50740 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:29,877-Speed 3338.87 samples/sec Loss 3.5164 LearningRate 0.0719 Epoch: 3 Global Step: 50750 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:32,970-Speed 3311.69 samples/sec Loss 3.5330 LearningRate 0.0719 Epoch: 3 Global Step: 50760 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:36,039-Speed 3337.97 samples/sec Loss 3.4718 LearningRate 0.0719 Epoch: 3 Global Step: 50770 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:39,108-Speed 3336.95 samples/sec Loss 3.4024 LearningRate 0.0719 Epoch: 3 Global Step: 50780 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:42,179-Speed 3334.76 samples/sec Loss 3.4893 LearningRate 0.0719 Epoch: 3 Global Step: 50790 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:45,246-Speed 3339.65 samples/sec Loss 3.5465 LearningRate 0.0719 Epoch: 3 Global Step: 50800 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:48,312-Speed 3341.02 samples/sec Loss 3.5710 LearningRate 0.0719 Epoch: 3 Global Step: 50810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:36:51,379-Speed 3339.51 samples/sec Loss 3.5584 LearningRate 0.0719 Epoch: 3 Global Step: 50820 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:54,459-Speed 3325.02 samples/sec Loss 3.5076 LearningRate 0.0719 Epoch: 3 Global Step: 50830 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:36:57,527-Speed 3339.54 samples/sec Loss 3.5575 LearningRate 0.0719 Epoch: 3 Global Step: 50840 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:37:00,617-Speed 3315.37 samples/sec Loss 3.5178 LearningRate 0.0719 Epoch: 3 Global Step: 50850 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:37:03,696-Speed 3326.36 samples/sec Loss 3.4888 LearningRate 0.0718 Epoch: 3 Global Step: 50860 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:37:06,755-Speed 3348.51 samples/sec Loss 3.5847 LearningRate 0.0718 Epoch: 3 Global Step: 50870 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:37:09,822-Speed 3339.41 samples/sec Loss 3.4905 LearningRate 0.0718 Epoch: 3 Global Step: 50880 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:37:12,910-Speed 3317.01 samples/sec Loss 3.5133 LearningRate 0.0718 Epoch: 3 Global Step: 50890 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:37:16,145-Speed 3166.67 samples/sec Loss 3.5927 LearningRate 0.0718 Epoch: 3 Global Step: 50900 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:37:19,231-Speed 3319.03 samples/sec Loss 3.5279 LearningRate 0.0718 Epoch: 3 Global Step: 50910 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:37:22,302-Speed 3335.74 samples/sec Loss 3.5379 LearningRate 0.0718 Epoch: 3 Global Step: 50920 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:37:25,379-Speed 3329.07 samples/sec Loss 3.5023 LearningRate 0.0718 Epoch: 3 Global Step: 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131072 Required: 30 hours Training: 2022-04-11 04:37:46,874-Speed 3329.47 samples/sec Loss 3.5419 LearningRate 0.0718 Epoch: 3 Global Step: 51000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:37:49,973-Speed 3304.91 samples/sec Loss 3.5889 LearningRate 0.0718 Epoch: 3 Global Step: 51010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:37:53,159-Speed 3215.10 samples/sec Loss 3.5430 LearningRate 0.0718 Epoch: 3 Global Step: 51020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:37:56,236-Speed 3327.85 samples/sec Loss 3.5455 LearningRate 0.0718 Epoch: 3 Global Step: 51030 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:37:59,304-Speed 3339.24 samples/sec Loss 3.5146 LearningRate 0.0718 Epoch: 3 Global Step: 51040 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:02,413-Speed 3293.75 samples/sec Loss 3.5058 LearningRate 0.0718 Epoch: 3 Global Step: 51050 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:05,484-Speed 3335.62 samples/sec Loss 3.4775 LearningRate 0.0717 Epoch: 3 Global Step: 51060 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:08,563-Speed 3326.40 samples/sec Loss 3.4801 LearningRate 0.0717 Epoch: 3 Global Step: 51070 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:38:11,616-Speed 3354.12 samples/sec Loss 3.5375 LearningRate 0.0717 Epoch: 3 Global Step: 51080 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:14,693-Speed 3329.43 samples/sec Loss 3.5902 LearningRate 0.0717 Epoch: 3 Global Step: 51090 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:17,771-Speed 3327.51 samples/sec Loss 3.5842 LearningRate 0.0717 Epoch: 3 Global Step: 51100 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:20,838-Speed 3339.42 samples/sec Loss 3.5918 LearningRate 0.0717 Epoch: 3 Global Step: 51110 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:23,927-Speed 3316.48 samples/sec Loss 3.5664 LearningRate 0.0717 Epoch: 3 Global Step: 51120 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:27,081-Speed 3246.89 samples/sec Loss 3.5737 LearningRate 0.0717 Epoch: 3 Global Step: 51130 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:30,152-Speed 3335.39 samples/sec Loss 3.6169 LearningRate 0.0717 Epoch: 3 Global Step: 51140 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:33,228-Speed 3329.92 samples/sec Loss 3.5191 LearningRate 0.0717 Epoch: 3 Global Step: 51150 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:36,297-Speed 3337.60 samples/sec Loss 3.5532 LearningRate 0.0717 Epoch: 3 Global Step: 51160 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:39,367-Speed 3335.08 samples/sec Loss 3.6543 LearningRate 0.0717 Epoch: 3 Global Step: 51170 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:42,450-Speed 3322.34 samples/sec Loss 3.6213 LearningRate 0.0717 Epoch: 3 Global Step: 51180 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:45,527-Speed 3329.03 samples/sec Loss 3.5145 LearningRate 0.0717 Epoch: 3 Global Step: 51190 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:38:48,595-Speed 3338.90 samples/sec Loss 3.5439 LearningRate 0.0717 Epoch: 3 Global Step: 51200 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:51,665-Speed 3336.69 samples/sec Loss 3.5846 LearningRate 0.0717 Epoch: 3 Global Step: 51210 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:54,750-Speed 3320.09 samples/sec Loss 3.6142 LearningRate 0.0717 Epoch: 3 Global Step: 51220 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:38:57,818-Speed 3337.61 samples/sec Loss 3.6012 LearningRate 0.0717 Epoch: 3 Global Step: 51230 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:00,885-Speed 3339.98 samples/sec Loss 3.4804 LearningRate 0.0717 Epoch: 3 Global Step: 51240 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:03,944-Speed 3347.86 samples/sec Loss 3.6088 LearningRate 0.0717 Epoch: 3 Global Step: 51250 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:07,063-Speed 3284.49 samples/sec Loss 3.6194 LearningRate 0.0716 Epoch: 3 Global Step: 51260 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:10,142-Speed 3325.55 samples/sec Loss 3.5695 LearningRate 0.0716 Epoch: 3 Global Step: 51270 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:13,229-Speed 3318.42 samples/sec Loss 3.5221 LearningRate 0.0716 Epoch: 3 Global Step: 51280 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:16,298-Speed 3338.19 samples/sec Loss 3.5615 LearningRate 0.0716 Epoch: 3 Global Step: 51290 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:19,373-Speed 3330.37 samples/sec Loss 3.5165 LearningRate 0.0716 Epoch: 3 Global Step: 51300 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:22,459-Speed 3319.74 samples/sec Loss 3.5957 LearningRate 0.0716 Epoch: 3 Global Step: 51310 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:25,537-Speed 3326.91 samples/sec Loss 3.5766 LearningRate 0.0716 Epoch: 3 Global Step: 51320 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:28,624-Speed 3318.25 samples/sec Loss 3.4954 LearningRate 0.0716 Epoch: 3 Global Step: 51330 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:31,692-Speed 3337.90 samples/sec Loss 3.6695 LearningRate 0.0716 Epoch: 3 Global Step: 51340 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:39:34,780-Speed 3317.14 samples/sec Loss 3.5456 LearningRate 0.0716 Epoch: 3 Global Step: 51350 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:37,939-Speed 3242.36 samples/sec Loss 3.6525 LearningRate 0.0716 Epoch: 3 Global Step: 51360 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:41,042-Speed 3301.13 samples/sec Loss 3.6831 LearningRate 0.0716 Epoch: 3 Global Step: 51370 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:44,112-Speed 3336.61 samples/sec Loss 3.5228 LearningRate 0.0716 Epoch: 3 Global Step: 51380 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:47,190-Speed 3326.99 samples/sec Loss 3.5569 LearningRate 0.0716 Epoch: 3 Global Step: 51390 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:50,268-Speed 3327.62 samples/sec Loss 3.6439 LearningRate 0.0716 Epoch: 3 Global Step: 51400 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:53,354-Speed 3319.48 samples/sec Loss 3.6542 LearningRate 0.0716 Epoch: 3 Global Step: 51410 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:56,425-Speed 3335.06 samples/sec Loss 3.5824 LearningRate 0.0716 Epoch: 3 Global Step: 51420 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:39:59,522-Speed 3307.20 samples/sec Loss 3.5962 LearningRate 0.0716 Epoch: 3 Global Step: 51430 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:02,649-Speed 3275.84 samples/sec Loss 3.5974 LearningRate 0.0716 Epoch: 3 Global Step: 51440 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:05,734-Speed 3319.09 samples/sec Loss 3.6216 LearningRate 0.0716 Epoch: 3 Global Step: 51450 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:08,847-Speed 3290.45 samples/sec Loss 3.6943 LearningRate 0.0715 Epoch: 3 Global Step: 51460 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:11,924-Speed 3329.68 samples/sec Loss 3.5709 LearningRate 0.0715 Epoch: 3 Global Step: 51470 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:15,017-Speed 3311.44 samples/sec Loss 3.6126 LearningRate 0.0715 Epoch: 3 Global Step: 51480 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:18,241-Speed 3176.26 samples/sec Loss 3.6734 LearningRate 0.0715 Epoch: 3 Global Step: 51490 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:21,307-Speed 3340.62 samples/sec Loss 3.6740 LearningRate 0.0715 Epoch: 3 Global Step: 51500 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:24,391-Speed 3321.04 samples/sec Loss 3.6225 LearningRate 0.0715 Epoch: 3 Global Step: 51510 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:27,457-Speed 3341.23 samples/sec Loss 3.6108 LearningRate 0.0715 Epoch: 3 Global Step: 51520 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:30,526-Speed 3337.03 samples/sec Loss 3.6588 LearningRate 0.0715 Epoch: 3 Global Step: 51530 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:33,604-Speed 3327.84 samples/sec Loss 3.6002 LearningRate 0.0715 Epoch: 3 Global Step: 51540 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:36,686-Speed 3323.64 samples/sec Loss 3.5844 LearningRate 0.0715 Epoch: 3 Global Step: 51550 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:40:39,758-Speed 3333.65 samples/sec Loss 3.6326 LearningRate 0.0715 Epoch: 3 Global Step: 51560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:42,949-Speed 3210.33 samples/sec Loss 3.6460 LearningRate 0.0715 Epoch: 3 Global Step: 51570 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:46,084-Speed 3267.09 samples/sec Loss 3.6362 LearningRate 0.0715 Epoch: 3 Global Step: 51580 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:49,202-Speed 3285.02 samples/sec Loss 3.6760 LearningRate 0.0715 Epoch: 3 Global Step: 51590 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:52,276-Speed 3331.03 samples/sec Loss 3.6248 LearningRate 0.0715 Epoch: 3 Global Step: 51600 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:55,351-Speed 3331.67 samples/sec Loss 3.6056 LearningRate 0.0715 Epoch: 3 Global Step: 51610 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:40:58,447-Speed 3308.15 samples/sec Loss 3.6352 LearningRate 0.0715 Epoch: 3 Global Step: 51620 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:01,565-Speed 3284.12 samples/sec Loss 3.5946 LearningRate 0.0715 Epoch: 3 Global Step: 51630 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:04,664-Speed 3306.36 samples/sec Loss 3.7002 LearningRate 0.0715 Epoch: 3 Global Step: 51640 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:07,750-Speed 3318.47 samples/sec Loss 3.5813 LearningRate 0.0714 Epoch: 3 Global Step: 51650 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:10,809-Speed 3347.79 samples/sec Loss 3.7094 LearningRate 0.0714 Epoch: 3 Global Step: 51660 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:13,880-Speed 3336.17 samples/sec Loss 3.5410 LearningRate 0.0714 Epoch: 3 Global Step: 51670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:16,963-Speed 3321.69 samples/sec Loss 3.6002 LearningRate 0.0714 Epoch: 3 Global Step: 51680 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:20,031-Speed 3338.93 samples/sec Loss 3.6185 LearningRate 0.0714 Epoch: 3 Global Step: 51690 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:23,118-Speed 3317.44 samples/sec Loss 3.6065 LearningRate 0.0714 Epoch: 3 Global Step: 51700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:26,192-Speed 3332.68 samples/sec Loss 3.6334 LearningRate 0.0714 Epoch: 3 Global Step: 51710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:29,308-Speed 3287.15 samples/sec Loss 3.6231 LearningRate 0.0714 Epoch: 3 Global Step: 51720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:41:32,366-Speed 3349.52 samples/sec Loss 3.6427 LearningRate 0.0714 Epoch: 3 Global Step: 51730 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:35,433-Speed 3339.06 samples/sec Loss 3.6426 LearningRate 0.0714 Epoch: 3 Global Step: 51740 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:38,504-Speed 3335.13 samples/sec Loss 3.6302 LearningRate 0.0714 Epoch: 3 Global Step: 51750 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:41,578-Speed 3332.21 samples/sec Loss 3.6471 LearningRate 0.0714 Epoch: 3 Global Step: 51760 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:44,651-Speed 3332.54 samples/sec Loss 3.6105 LearningRate 0.0714 Epoch: 3 Global Step: 51770 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:47,726-Speed 3331.43 samples/sec Loss 3.5895 LearningRate 0.0714 Epoch: 3 Global Step: 51780 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:50,803-Speed 3327.69 samples/sec Loss 3.6354 LearningRate 0.0714 Epoch: 3 Global Step: 51790 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:53,926-Speed 3280.14 samples/sec Loss 3.6020 LearningRate 0.0714 Epoch: 3 Global Step: 51800 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:41:57,062-Speed 3266.46 samples/sec Loss 3.6764 LearningRate 0.0714 Epoch: 3 Global Step: 51810 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:42:00,145-Speed 3322.62 samples/sec Loss 3.6409 LearningRate 0.0714 Epoch: 3 Global Step: 51820 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:42:03,220-Speed 3330.48 samples/sec Loss 3.6020 LearningRate 0.0714 Epoch: 3 Global Step: 51830 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:06,290-Speed 3336.60 samples/sec Loss 3.6996 LearningRate 0.0714 Epoch: 3 Global Step: 51840 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:09,358-Speed 3337.51 samples/sec Loss 3.6338 LearningRate 0.0713 Epoch: 3 Global Step: 51850 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:12,441-Speed 3323.22 samples/sec Loss 3.6921 LearningRate 0.0713 Epoch: 3 Global Step: 51860 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:15,601-Speed 3241.39 samples/sec Loss 3.5986 LearningRate 0.0713 Epoch: 3 Global Step: 51870 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:18,687-Speed 3318.48 samples/sec Loss 3.6385 LearningRate 0.0713 Epoch: 3 Global Step: 51880 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:21,770-Speed 3322.03 samples/sec Loss 3.7049 LearningRate 0.0713 Epoch: 3 Global Step: 51890 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:24,890-Speed 3284.02 samples/sec Loss 3.6730 LearningRate 0.0713 Epoch: 3 Global Step: 51900 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:27,975-Speed 3319.92 samples/sec Loss 3.6704 LearningRate 0.0713 Epoch: 3 Global Step: 51910 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:31,043-Speed 3338.59 samples/sec Loss 3.6237 LearningRate 0.0713 Epoch: 3 Global Step: 51920 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:34,112-Speed 3336.90 samples/sec Loss 3.7006 LearningRate 0.0713 Epoch: 3 Global Step: 51930 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:37,253-Speed 3261.32 samples/sec Loss 3.6616 LearningRate 0.0713 Epoch: 3 Global Step: 51940 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:40,329-Speed 3328.87 samples/sec Loss 3.7043 LearningRate 0.0713 Epoch: 3 Global Step: 51950 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:43,415-Speed 3318.96 samples/sec Loss 3.6148 LearningRate 0.0713 Epoch: 3 Global Step: 51960 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:46,525-Speed 3294.03 samples/sec Loss 3.5966 LearningRate 0.0713 Epoch: 3 Global Step: 51970 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:49,658-Speed 3269.00 samples/sec Loss 3.6588 LearningRate 0.0713 Epoch: 3 Global Step: 51980 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:52,817-Speed 3242.21 samples/sec Loss 3.6198 LearningRate 0.0713 Epoch: 3 Global Step: 51990 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:42:55,908-Speed 3314.15 samples/sec Loss 3.6506 LearningRate 0.0713 Epoch: 3 Global Step: 52000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:43:39,507-[lfw][52000]XNorm: 21.897672 Training: 2022-04-11 04:43:39,507-[lfw][52000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 04:43:39,508-[lfw][52000]Accuracy-Highest: 0.99783 Training: 2022-04-11 04:44:30,170-[cfp_fp][52000]XNorm: 20.287661 Training: 2022-04-11 04:44:30,171-[cfp_fp][52000]Accuracy-Flip: 0.98271+-0.00773 Training: 2022-04-11 04:44:30,171-[cfp_fp][52000]Accuracy-Highest: 0.98300 Training: 2022-04-11 04:45:13,777-[agedb_30][52000]XNorm: 21.862695 Training: 2022-04-11 04:45:13,778-[agedb_30][52000]Accuracy-Flip: 0.97883+-0.00719 Training: 2022-04-11 04:45:13,778-[agedb_30][52000]Accuracy-Highest: 0.97917 Training: 2022-04-11 04:45:16,860-Speed 72.65 samples/sec Loss 3.7165 LearningRate 0.0713 Epoch: 3 Global Step: 52010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:19,910-Speed 3358.50 samples/sec Loss 3.6511 LearningRate 0.0713 Epoch: 3 Global Step: 52020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:22,965-Speed 3352.86 samples/sec Loss 3.5870 LearningRate 0.0713 Epoch: 3 Global Step: 52030 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:45:26,005-Speed 3368.98 samples/sec Loss 3.6845 LearningRate 0.0713 Epoch: 3 Global Step: 52040 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:29,057-Speed 3355.69 samples/sec Loss 3.6388 LearningRate 0.0712 Epoch: 3 Global Step: 52050 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:32,127-Speed 3336.06 samples/sec Loss 3.6195 LearningRate 0.0712 Epoch: 3 Global Step: 52060 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:35,190-Speed 3343.46 samples/sec Loss 3.7111 LearningRate 0.0712 Epoch: 3 Global Step: 52070 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:38,239-Speed 3359.65 samples/sec Loss 3.7278 LearningRate 0.0712 Epoch: 3 Global Step: 52080 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:41,293-Speed 3352.98 samples/sec Loss 3.5948 LearningRate 0.0712 Epoch: 3 Global Step: 52090 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:44,350-Speed 3351.09 samples/sec Loss 3.6747 LearningRate 0.0712 Epoch: 3 Global Step: 52100 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:47,403-Speed 3355.14 samples/sec Loss 3.5822 LearningRate 0.0712 Epoch: 3 Global Step: 52110 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:50,508-Speed 3298.18 samples/sec Loss 3.6161 LearningRate 0.0712 Epoch: 3 Global Step: 52120 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:53,562-Speed 3353.71 samples/sec Loss 3.6440 LearningRate 0.0712 Epoch: 3 Global Step: 52130 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:56,612-Speed 3359.21 samples/sec Loss 3.6628 LearningRate 0.0712 Epoch: 3 Global Step: 52140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:45:59,693-Speed 3323.57 samples/sec Loss 3.5844 LearningRate 0.0712 Epoch: 3 Global Step: 52150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:46:02,810-Speed 3285.62 samples/sec Loss 3.6755 LearningRate 0.0712 Epoch: 3 Global Step: 52160 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:05,939-Speed 3274.10 samples/sec Loss 3.7221 LearningRate 0.0712 Epoch: 3 Global Step: 52170 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:09,009-Speed 3336.32 samples/sec Loss 3.6309 LearningRate 0.0712 Epoch: 3 Global Step: 52180 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:12,062-Speed 3354.75 samples/sec Loss 3.6424 LearningRate 0.0712 Epoch: 3 Global Step: 52190 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:15,133-Speed 3335.91 samples/sec Loss 3.6540 LearningRate 0.0712 Epoch: 3 Global Step: 52200 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:18,186-Speed 3354.41 samples/sec Loss 3.6402 LearningRate 0.0712 Epoch: 3 Global Step: 52210 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:21,250-Speed 3342.97 samples/sec Loss 3.6567 LearningRate 0.0712 Epoch: 3 Global Step: 52220 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:24,312-Speed 3344.33 samples/sec Loss 3.7025 LearningRate 0.0712 Epoch: 3 Global Step: 52230 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:27,369-Speed 3351.46 samples/sec Loss 3.6201 LearningRate 0.0712 Epoch: 3 Global Step: 52240 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:30,431-Speed 3344.10 samples/sec Loss 3.6344 LearningRate 0.0711 Epoch: 3 Global Step: 52250 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:33,499-Speed 3338.18 samples/sec Loss 3.6324 LearningRate 0.0711 Epoch: 3 Global Step: 52260 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:46:36,561-Speed 3346.20 samples/sec Loss 3.6592 LearningRate 0.0711 Epoch: 3 Global Step: 52270 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:46:39,627-Speed 3339.88 samples/sec Loss 3.7167 LearningRate 0.0711 Epoch: 3 Global Step: 52280 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:46:42,741-Speed 3290.17 samples/sec Loss 3.6304 LearningRate 0.0711 Epoch: 3 Global Step: 52290 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:46:45,821-Speed 3325.22 samples/sec Loss 3.7176 LearningRate 0.0711 Epoch: 3 Global Step: 52300 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:46:48,911-Speed 3314.70 samples/sec Loss 3.6572 LearningRate 0.0711 Epoch: 3 Global Step: 52310 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:51,972-Speed 3345.09 samples/sec Loss 3.6882 LearningRate 0.0711 Epoch: 3 Global Step: 52320 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:55,035-Speed 3344.43 samples/sec Loss 3.6768 LearningRate 0.0711 Epoch: 3 Global Step: 52330 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:46:58,094-Speed 3348.55 samples/sec Loss 3.6752 LearningRate 0.0711 Epoch: 3 Global Step: 52340 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:47:01,162-Speed 3338.33 samples/sec Loss 3.7261 LearningRate 0.0711 Epoch: 3 Global Step: 52350 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:47:04,219-Speed 3350.62 samples/sec Loss 3.6345 LearningRate 0.0711 Epoch: 3 Global Step: 52360 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:47:07,284-Speed 3341.24 samples/sec Loss 3.6662 LearningRate 0.0711 Epoch: 3 Global Step: 52370 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:47:10,462-Speed 3223.41 samples/sec Loss 3.6787 LearningRate 0.0711 Epoch: 3 Global Step: 52380 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:47:13,516-Speed 3353.44 samples/sec Loss 3.6752 LearningRate 0.0711 Epoch: 3 Global Step: 52390 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:47:16,576-Speed 3347.13 samples/sec Loss 3.7156 LearningRate 0.0711 Epoch: 3 Global Step: 52400 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:47:19,653-Speed 3328.72 samples/sec Loss 3.5895 LearningRate 0.0711 Epoch: 3 Global Step: 52410 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:22,739-Speed 3319.11 samples/sec Loss 3.6834 LearningRate 0.0711 Epoch: 3 Global Step: 52420 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:25,922-Speed 3217.75 samples/sec Loss 3.5970 LearningRate 0.0711 Epoch: 3 Global Step: 52430 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:29,032-Speed 3293.08 samples/sec Loss 3.6848 LearningRate 0.0710 Epoch: 3 Global Step: 52440 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:32,114-Speed 3324.07 samples/sec Loss 3.7039 LearningRate 0.0710 Epoch: 3 Global Step: 52450 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:35,172-Speed 3348.77 samples/sec Loss 3.5999 LearningRate 0.0710 Epoch: 3 Global Step: 52460 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:38,259-Speed 3317.99 samples/sec Loss 3.6615 LearningRate 0.0710 Epoch: 3 Global Step: 52470 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:41,326-Speed 3339.71 samples/sec Loss 3.6885 LearningRate 0.0710 Epoch: 3 Global Step: 52480 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:44,384-Speed 3349.07 samples/sec Loss 3.7191 LearningRate 0.0710 Epoch: 3 Global Step: 52490 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:47,504-Speed 3282.70 samples/sec Loss 3.6372 LearningRate 0.0710 Epoch: 3 Global Step: 52500 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:50,633-Speed 3274.15 samples/sec Loss 3.7738 LearningRate 0.0710 Epoch: 3 Global Step: 52510 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:47:53,680-Speed 3360.53 samples/sec Loss 3.6983 LearningRate 0.0710 Epoch: 3 Global Step: 52520 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:56,747-Speed 3340.16 samples/sec Loss 3.6367 LearningRate 0.0710 Epoch: 3 Global Step: 52530 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:47:59,800-Speed 3354.72 samples/sec Loss 3.6425 LearningRate 0.0710 Epoch: 3 Global Step: 52540 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:02,858-Speed 3349.82 samples/sec Loss 3.6361 LearningRate 0.0710 Epoch: 3 Global Step: 52550 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:05,929-Speed 3334.88 samples/sec Loss 3.6624 LearningRate 0.0710 Epoch: 3 Global Step: 52560 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:08,976-Speed 3361.82 samples/sec Loss 3.6561 LearningRate 0.0710 Epoch: 3 Global Step: 52570 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:12,034-Speed 3349.22 samples/sec Loss 3.6798 LearningRate 0.0710 Epoch: 3 Global Step: 52580 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:15,090-Speed 3350.98 samples/sec Loss 3.5880 LearningRate 0.0710 Epoch: 3 Global Step: 52590 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:18,153-Speed 3344.57 samples/sec Loss 3.6896 LearningRate 0.0710 Epoch: 3 Global Step: 52600 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:21,216-Speed 3343.77 samples/sec Loss 3.7104 LearningRate 0.0710 Epoch: 3 Global Step: 52610 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:24,294-Speed 3327.39 samples/sec Loss 3.6990 LearningRate 0.0710 Epoch: 3 Global Step: 52620 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:27,354-Speed 3347.32 samples/sec Loss 3.6916 LearningRate 0.0710 Epoch: 3 Global Step: 52630 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:30,459-Speed 3299.22 samples/sec Loss 3.6650 LearningRate 0.0709 Epoch: 3 Global Step: 52640 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:33,529-Speed 3335.54 samples/sec Loss 3.7877 LearningRate 0.0709 Epoch: 3 Global Step: 52650 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:36,614-Speed 3320.12 samples/sec Loss 3.7180 LearningRate 0.0709 Epoch: 3 Global Step: 52660 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:48:39,677-Speed 3343.77 samples/sec Loss 3.6791 LearningRate 0.0709 Epoch: 3 Global Step: 52670 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:42,780-Speed 3300.82 samples/sec Loss 3.7397 LearningRate 0.0709 Epoch: 3 Global Step: 52680 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:45,856-Speed 3330.39 samples/sec Loss 3.6743 LearningRate 0.0709 Epoch: 3 Global Step: 52690 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:48,914-Speed 3349.03 samples/sec Loss 3.7302 LearningRate 0.0709 Epoch: 3 Global Step: 52700 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:51,975-Speed 3346.38 samples/sec Loss 3.6687 LearningRate 0.0709 Epoch: 3 Global Step: 52710 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:55,035-Speed 3347.37 samples/sec Loss 3.7223 LearningRate 0.0709 Epoch: 3 Global Step: 52720 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:48:58,100-Speed 3341.39 samples/sec Loss 3.6688 LearningRate 0.0709 Epoch: 3 Global Step: 52730 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:01,187-Speed 3318.14 samples/sec Loss 3.7080 LearningRate 0.0709 Epoch: 3 Global Step: 52740 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:04,271-Speed 3320.70 samples/sec Loss 3.6759 LearningRate 0.0709 Epoch: 3 Global Step: 52750 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:07,437-Speed 3235.22 samples/sec Loss 3.6736 LearningRate 0.0709 Epoch: 3 Global Step: 52760 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:10,488-Speed 3357.45 samples/sec Loss 3.7220 LearningRate 0.0709 Epoch: 3 Global Step: 52770 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:13,566-Speed 3327.67 samples/sec Loss 3.6965 LearningRate 0.0709 Epoch: 3 Global Step: 52780 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:16,643-Speed 3327.85 samples/sec Loss 3.6921 LearningRate 0.0709 Epoch: 3 Global Step: 52790 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:19,747-Speed 3300.26 samples/sec Loss 3.6865 LearningRate 0.0709 Epoch: 3 Global Step: 52800 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:22,826-Speed 3327.20 samples/sec Loss 3.7472 LearningRate 0.0709 Epoch: 3 Global Step: 52810 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:25,908-Speed 3323.13 samples/sec Loss 3.6782 LearningRate 0.0709 Epoch: 3 Global Step: 52820 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:28,982-Speed 3332.05 samples/sec Loss 3.7599 LearningRate 0.0709 Epoch: 3 Global Step: 52830 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:32,198-Speed 3184.72 samples/sec Loss 3.8019 LearningRate 0.0708 Epoch: 3 Global Step: 52840 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:35,312-Speed 3288.40 samples/sec Loss 3.7052 LearningRate 0.0708 Epoch: 3 Global Step: 52850 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:38,394-Speed 3323.47 samples/sec Loss 3.7015 LearningRate 0.0708 Epoch: 3 Global Step: 52860 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:41,458-Speed 3342.51 samples/sec Loss 3.7934 LearningRate 0.0708 Epoch: 3 Global Step: 52870 Fp16 Grad Scale: 262144 Required: 30 hours Training: 2022-04-11 04:49:44,514-Speed 3352.47 samples/sec Loss 3.6268 LearningRate 0.0708 Epoch: 3 Global Step: 52880 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:47,575-Speed 3346.37 samples/sec Loss 3.7678 LearningRate 0.0708 Epoch: 3 Global Step: 52890 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:50,671-Speed 3308.53 samples/sec Loss 3.6844 LearningRate 0.0708 Epoch: 3 Global Step: 52900 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:53,742-Speed 3335.08 samples/sec Loss 3.7271 LearningRate 0.0708 Epoch: 3 Global Step: 52910 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:56,842-Speed 3303.43 samples/sec Loss 3.7390 LearningRate 0.0708 Epoch: 3 Global Step: 52920 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:49:59,918-Speed 3329.26 samples/sec Loss 3.7268 LearningRate 0.0708 Epoch: 3 Global Step: 52930 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:02,977-Speed 3348.49 samples/sec Loss 3.7231 LearningRate 0.0708 Epoch: 3 Global Step: 52940 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:06,048-Speed 3335.75 samples/sec Loss 3.6679 LearningRate 0.0708 Epoch: 3 Global Step: 52950 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:09,127-Speed 3326.16 samples/sec Loss 3.6512 LearningRate 0.0708 Epoch: 3 Global Step: 52960 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:12,205-Speed 3328.11 samples/sec Loss 3.6489 LearningRate 0.0708 Epoch: 3 Global Step: 52970 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:15,304-Speed 3304.58 samples/sec Loss 3.7060 LearningRate 0.0708 Epoch: 3 Global Step: 52980 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:18,377-Speed 3333.60 samples/sec Loss 3.6929 LearningRate 0.0708 Epoch: 3 Global Step: 52990 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:21,438-Speed 3346.07 samples/sec Loss 3.6933 LearningRate 0.0708 Epoch: 3 Global Step: 53000 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:24,505-Speed 3339.28 samples/sec Loss 3.7562 LearningRate 0.0708 Epoch: 3 Global Step: 53010 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:27,573-Speed 3338.50 samples/sec Loss 3.7044 LearningRate 0.0708 Epoch: 3 Global Step: 53020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:50:30,636-Speed 3344.38 samples/sec Loss 3.7485 LearningRate 0.0708 Epoch: 3 Global Step: 53030 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:33,748-Speed 3290.44 samples/sec Loss 3.7467 LearningRate 0.0707 Epoch: 3 Global Step: 53040 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:36,826-Speed 3328.01 samples/sec Loss 3.6694 LearningRate 0.0707 Epoch: 3 Global Step: 53050 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:39,893-Speed 3338.98 samples/sec Loss 3.6803 LearningRate 0.0707 Epoch: 3 Global Step: 53060 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:42,996-Speed 3301.34 samples/sec Loss 3.6251 LearningRate 0.0707 Epoch: 3 Global Step: 53070 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:46,052-Speed 3351.55 samples/sec Loss 3.7380 LearningRate 0.0707 Epoch: 3 Global Step: 53080 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:49,129-Speed 3328.60 samples/sec Loss 3.6865 LearningRate 0.0707 Epoch: 3 Global Step: 53090 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:52,297-Speed 3233.12 samples/sec Loss 3.7134 LearningRate 0.0707 Epoch: 3 Global Step: 53100 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:55,409-Speed 3291.60 samples/sec Loss 3.7344 LearningRate 0.0707 Epoch: 3 Global Step: 53110 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:50:58,487-Speed 3327.47 samples/sec Loss 3.6807 LearningRate 0.0707 Epoch: 3 Global Step: 53120 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:01,576-Speed 3315.44 samples/sec Loss 3.7260 LearningRate 0.0707 Epoch: 3 Global Step: 53130 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:04,638-Speed 3345.22 samples/sec Loss 3.7416 LearningRate 0.0707 Epoch: 3 Global Step: 53140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:07,714-Speed 3330.50 samples/sec Loss 3.7555 LearningRate 0.0707 Epoch: 3 Global Step: 53150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:10,809-Speed 3309.12 samples/sec Loss 3.7609 LearningRate 0.0707 Epoch: 3 Global Step: 53160 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:13,868-Speed 3348.90 samples/sec Loss 3.7060 LearningRate 0.0707 Epoch: 3 Global Step: 53170 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:16,932-Speed 3342.53 samples/sec Loss 3.7084 LearningRate 0.0707 Epoch: 3 Global Step: 53180 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:19,979-Speed 3361.33 samples/sec Loss 3.7862 LearningRate 0.0707 Epoch: 3 Global Step: 53190 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:23,038-Speed 3348.49 samples/sec Loss 3.6906 LearningRate 0.0707 Epoch: 3 Global Step: 53200 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:26,095-Speed 3350.05 samples/sec Loss 3.8156 LearningRate 0.0707 Epoch: 3 Global Step: 53210 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:29,164-Speed 3337.63 samples/sec Loss 3.6014 LearningRate 0.0707 Epoch: 3 Global Step: 53220 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:32,286-Speed 3280.46 samples/sec Loss 3.7444 LearningRate 0.0707 Epoch: 3 Global Step: 53230 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:35,372-Speed 3319.32 samples/sec Loss 3.7580 LearningRate 0.0706 Epoch: 3 Global Step: 53240 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:38,458-Speed 3319.12 samples/sec Loss 3.6984 LearningRate 0.0706 Epoch: 3 Global Step: 53250 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:41,531-Speed 3332.34 samples/sec Loss 3.7463 LearningRate 0.0706 Epoch: 3 Global Step: 53260 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:44,611-Speed 3325.76 samples/sec Loss 3.6985 LearningRate 0.0706 Epoch: 3 Global Step: 53270 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:47,773-Speed 3239.86 samples/sec Loss 3.7124 LearningRate 0.0706 Epoch: 3 Global Step: 53280 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:51:50,855-Speed 3322.58 samples/sec Loss 3.8081 LearningRate 0.0706 Epoch: 3 Global Step: 53290 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:53,949-Speed 3311.25 samples/sec Loss 3.7352 LearningRate 0.0706 Epoch: 3 Global Step: 53300 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:51:57,109-Speed 3241.37 samples/sec Loss 3.8121 LearningRate 0.0706 Epoch: 3 Global Step: 53310 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:00,197-Speed 3317.03 samples/sec Loss 3.7470 LearningRate 0.0706 Epoch: 3 Global Step: 53320 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:03,304-Speed 3296.00 samples/sec Loss 3.8010 LearningRate 0.0706 Epoch: 3 Global Step: 53330 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:06,439-Speed 3268.12 samples/sec Loss 3.7389 LearningRate 0.0706 Epoch: 3 Global Step: 53340 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:09,513-Speed 3331.95 samples/sec Loss 3.7183 LearningRate 0.0706 Epoch: 3 Global Step: 53350 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:12,610-Speed 3306.58 samples/sec Loss 3.8007 LearningRate 0.0706 Epoch: 3 Global Step: 53360 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:15,682-Speed 3333.79 samples/sec Loss 3.7290 LearningRate 0.0706 Epoch: 3 Global Step: 53370 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:18,819-Speed 3264.83 samples/sec Loss 3.8193 LearningRate 0.0706 Epoch: 3 Global Step: 53380 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:21,883-Speed 3343.03 samples/sec Loss 3.7652 LearningRate 0.0706 Epoch: 3 Global Step: 53390 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:24,972-Speed 3316.55 samples/sec Loss 3.7400 LearningRate 0.0706 Epoch: 3 Global Step: 53400 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:28,032-Speed 3346.63 samples/sec Loss 3.8116 LearningRate 0.0706 Epoch: 3 Global Step: 53410 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:31,101-Speed 3337.57 samples/sec Loss 3.6964 LearningRate 0.0706 Epoch: 3 Global Step: 53420 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:34,184-Speed 3321.98 samples/sec Loss 3.7984 LearningRate 0.0706 Epoch: 3 Global Step: 53430 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:52:37,294-Speed 3293.95 samples/sec Loss 3.7919 LearningRate 0.0705 Epoch: 3 Global Step: 53440 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:52:40,349-Speed 3352.33 samples/sec Loss 3.7447 LearningRate 0.0705 Epoch: 3 Global Step: 53450 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:52:43,421-Speed 3334.39 samples/sec Loss 3.8122 LearningRate 0.0705 Epoch: 3 Global Step: 53460 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:52:46,535-Speed 3288.59 samples/sec Loss 3.7431 LearningRate 0.0705 Epoch: 3 Global Step: 53470 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:52:49,671-Speed 3266.27 samples/sec Loss 3.6750 LearningRate 0.0705 Epoch: 3 Global Step: 53480 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:52:52,752-Speed 3324.77 samples/sec Loss 3.7600 LearningRate 0.0705 Epoch: 3 Global Step: 53490 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:52:55,896-Speed 3258.32 samples/sec Loss 3.8120 LearningRate 0.0705 Epoch: 3 Global Step: 53500 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:52:58,974-Speed 3327.90 samples/sec Loss 3.7851 LearningRate 0.0705 Epoch: 3 Global Step: 53510 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:02,080-Speed 3296.86 samples/sec Loss 3.7940 LearningRate 0.0705 Epoch: 3 Global Step: 53520 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:05,157-Speed 3328.59 samples/sec Loss 3.7681 LearningRate 0.0705 Epoch: 3 Global Step: 53530 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:08,230-Speed 3332.70 samples/sec Loss 3.6976 LearningRate 0.0705 Epoch: 3 Global Step: 53540 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:11,297-Speed 3339.94 samples/sec Loss 3.7629 LearningRate 0.0705 Epoch: 3 Global Step: 53550 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:53:14,375-Speed 3328.11 samples/sec Loss 3.6640 LearningRate 0.0705 Epoch: 3 Global Step: 53560 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:53:17,447-Speed 3333.93 samples/sec Loss 3.7180 LearningRate 0.0705 Epoch: 3 Global Step: 53570 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:53:20,520-Speed 3332.62 samples/sec Loss 3.7252 LearningRate 0.0705 Epoch: 3 Global Step: 53580 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:53:23,603-Speed 3322.47 samples/sec Loss 3.7372 LearningRate 0.0705 Epoch: 3 Global Step: 53590 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:53:26,670-Speed 3340.22 samples/sec Loss 3.8005 LearningRate 0.0705 Epoch: 3 Global Step: 53600 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:29,740-Speed 3336.26 samples/sec Loss 3.8147 LearningRate 0.0705 Epoch: 3 Global Step: 53610 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:32,826-Speed 3318.40 samples/sec Loss 3.7146 LearningRate 0.0705 Epoch: 3 Global Step: 53620 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:35,905-Speed 3327.18 samples/sec Loss 3.7936 LearningRate 0.0704 Epoch: 3 Global Step: 53630 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:38,984-Speed 3325.74 samples/sec Loss 3.7175 LearningRate 0.0704 Epoch: 3 Global Step: 53640 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:42,063-Speed 3326.40 samples/sec Loss 3.8277 LearningRate 0.0704 Epoch: 3 Global Step: 53650 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:45,126-Speed 3344.48 samples/sec Loss 3.7164 LearningRate 0.0704 Epoch: 3 Global Step: 53660 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:48,236-Speed 3293.52 samples/sec Loss 3.6908 LearningRate 0.0704 Epoch: 3 Global Step: 53670 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:51,308-Speed 3333.36 samples/sec Loss 3.7907 LearningRate 0.0704 Epoch: 3 Global Step: 53680 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:54,397-Speed 3315.85 samples/sec Loss 3.7282 LearningRate 0.0704 Epoch: 3 Global Step: 53690 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:53:57,486-Speed 3315.88 samples/sec Loss 3.7359 LearningRate 0.0704 Epoch: 3 Global Step: 53700 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:00,579-Speed 3312.23 samples/sec Loss 3.8622 LearningRate 0.0704 Epoch: 3 Global Step: 53710 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:03,653-Speed 3331.20 samples/sec Loss 3.7775 LearningRate 0.0704 Epoch: 3 Global Step: 53720 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:06,729-Speed 3330.01 samples/sec Loss 3.7319 LearningRate 0.0704 Epoch: 3 Global Step: 53730 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:09,879-Speed 3251.70 samples/sec Loss 3.6812 LearningRate 0.0704 Epoch: 3 Global Step: 53740 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:13,043-Speed 3237.78 samples/sec Loss 3.7131 LearningRate 0.0704 Epoch: 3 Global Step: 53750 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:16,105-Speed 3344.04 samples/sec Loss 3.8080 LearningRate 0.0704 Epoch: 3 Global Step: 53760 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:19,192-Speed 3317.83 samples/sec Loss 3.6791 LearningRate 0.0704 Epoch: 3 Global Step: 53770 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:22,309-Speed 3285.97 samples/sec Loss 3.6633 LearningRate 0.0704 Epoch: 3 Global Step: 53780 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:25,413-Speed 3300.08 samples/sec Loss 3.6666 LearningRate 0.0704 Epoch: 3 Global Step: 53790 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:28,480-Speed 3340.08 samples/sec Loss 3.7290 LearningRate 0.0704 Epoch: 3 Global Step: 53800 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:31,551-Speed 3334.56 samples/sec Loss 3.7064 LearningRate 0.0704 Epoch: 3 Global Step: 53810 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:34,636-Speed 3320.46 samples/sec Loss 3.7196 LearningRate 0.0704 Epoch: 3 Global Step: 53820 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:37,699-Speed 3344.02 samples/sec Loss 3.7269 LearningRate 0.0703 Epoch: 3 Global Step: 53830 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:40,762-Speed 3343.70 samples/sec Loss 3.7042 LearningRate 0.0703 Epoch: 3 Global Step: 53840 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:43,844-Speed 3323.58 samples/sec Loss 3.8114 LearningRate 0.0703 Epoch: 3 Global Step: 53850 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:54:46,915-Speed 3334.87 samples/sec Loss 3.6972 LearningRate 0.0703 Epoch: 3 Global Step: 53860 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:50,049-Speed 3267.61 samples/sec Loss 3.6697 LearningRate 0.0703 Epoch: 3 Global Step: 53870 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:53,116-Speed 3340.31 samples/sec Loss 3.7270 LearningRate 0.0703 Epoch: 3 Global Step: 53880 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:56,189-Speed 3332.40 samples/sec Loss 3.7339 LearningRate 0.0703 Epoch: 3 Global Step: 53890 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:54:59,255-Speed 3340.88 samples/sec Loss 3.7186 LearningRate 0.0703 Epoch: 3 Global Step: 53900 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:55:02,322-Speed 3339.57 samples/sec Loss 3.7262 LearningRate 0.0703 Epoch: 3 Global Step: 53910 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:55:05,372-Speed 3358.74 samples/sec Loss 3.8048 LearningRate 0.0703 Epoch: 3 Global Step: 53920 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:08,438-Speed 3340.28 samples/sec Loss 3.7715 LearningRate 0.0703 Epoch: 3 Global Step: 53930 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:11,502-Speed 3342.69 samples/sec Loss 3.7479 LearningRate 0.0703 Epoch: 3 Global Step: 53940 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:14,606-Speed 3300.04 samples/sec Loss 3.7202 LearningRate 0.0703 Epoch: 3 Global Step: 53950 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:17,762-Speed 3245.39 samples/sec Loss 3.6710 LearningRate 0.0703 Epoch: 3 Global Step: 53960 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:20,833-Speed 3334.70 samples/sec Loss 3.7380 LearningRate 0.0703 Epoch: 3 Global Step: 53970 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:23,901-Speed 3338.50 samples/sec Loss 3.7279 LearningRate 0.0703 Epoch: 3 Global Step: 53980 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:26,969-Speed 3338.80 samples/sec Loss 3.7528 LearningRate 0.0703 Epoch: 3 Global Step: 53990 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:55:30,048-Speed 3327.06 samples/sec Loss 3.7194 LearningRate 0.0703 Epoch: 3 Global Step: 54000 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:56:13,867-[lfw][54000]XNorm: 23.121639 Training: 2022-04-11 04:56:13,868-[lfw][54000]Accuracy-Flip: 0.99800+-0.00287 Training: 2022-04-11 04:56:13,868-[lfw][54000]Accuracy-Highest: 0.99800 Training: 2022-04-11 04:57:04,545-[cfp_fp][54000]XNorm: 21.460285 Training: 2022-04-11 04:57:04,546-[cfp_fp][54000]Accuracy-Flip: 0.98300+-0.00493 Training: 2022-04-11 04:57:04,546-[cfp_fp][54000]Accuracy-Highest: 0.98300 Training: 2022-04-11 04:57:48,086-[agedb_30][54000]XNorm: 23.088607 Training: 2022-04-11 04:57:48,087-[agedb_30][54000]Accuracy-Flip: 0.98000+-0.00730 Training: 2022-04-11 04:57:48,087-[agedb_30][54000]Accuracy-Highest: 0.98000 Training: 2022-04-11 04:57:51,140-Speed 72.58 samples/sec Loss 3.7092 LearningRate 0.0703 Epoch: 3 Global Step: 54010 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:57:54,207-Speed 3340.05 samples/sec Loss 3.7944 LearningRate 0.0703 Epoch: 3 Global Step: 54020 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:57:57,245-Speed 3371.70 samples/sec Loss 3.7014 LearningRate 0.0702 Epoch: 3 Global Step: 54030 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:00,353-Speed 3294.70 samples/sec Loss 3.7725 LearningRate 0.0702 Epoch: 3 Global Step: 54040 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:03,522-Speed 3232.75 samples/sec Loss 3.7230 LearningRate 0.0702 Epoch: 3 Global Step: 54050 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:06,602-Speed 3325.55 samples/sec Loss 3.7677 LearningRate 0.0702 Epoch: 3 Global Step: 54060 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:09,691-Speed 3315.94 samples/sec Loss 3.6222 LearningRate 0.0702 Epoch: 3 Global Step: 54070 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:12,741-Speed 3357.28 samples/sec Loss 3.7517 LearningRate 0.0702 Epoch: 3 Global Step: 54080 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:15,908-Speed 3234.30 samples/sec Loss 3.7627 LearningRate 0.0702 Epoch: 3 Global Step: 54090 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:18,958-Speed 3358.17 samples/sec Loss 3.7732 LearningRate 0.0702 Epoch: 3 Global Step: 54100 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:22,013-Speed 3353.23 samples/sec Loss 3.8222 LearningRate 0.0702 Epoch: 3 Global Step: 54110 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:25,065-Speed 3354.87 samples/sec Loss 3.7175 LearningRate 0.0702 Epoch: 3 Global Step: 54120 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:58:28,130-Speed 3341.65 samples/sec Loss 3.8017 LearningRate 0.0702 Epoch: 3 Global Step: 54130 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:31,226-Speed 3309.56 samples/sec Loss 3.8244 LearningRate 0.0702 Epoch: 3 Global Step: 54140 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:35,074-Speed 2661.66 samples/sec Loss 3.7864 LearningRate 0.0702 Epoch: 3 Global Step: 54150 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:38,144-Speed 3335.90 samples/sec Loss 3.7564 LearningRate 0.0702 Epoch: 3 Global Step: 54160 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:41,205-Speed 3345.54 samples/sec Loss 3.7502 LearningRate 0.0702 Epoch: 3 Global Step: 54170 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:44,265-Speed 3347.45 samples/sec Loss 3.7682 LearningRate 0.0702 Epoch: 3 Global Step: 54180 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:47,327-Speed 3345.18 samples/sec Loss 3.7244 LearningRate 0.0702 Epoch: 3 Global Step: 54190 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:50,387-Speed 3347.13 samples/sec Loss 3.7195 LearningRate 0.0702 Epoch: 3 Global Step: 54200 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:53,451-Speed 3342.32 samples/sec Loss 3.7695 LearningRate 0.0702 Epoch: 3 Global Step: 54210 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:56,527-Speed 3329.52 samples/sec Loss 3.8131 LearningRate 0.0702 Epoch: 3 Global Step: 54220 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:58:59,601-Speed 3333.08 samples/sec Loss 3.8118 LearningRate 0.0701 Epoch: 3 Global Step: 54230 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:02,677-Speed 3329.19 samples/sec Loss 3.7104 LearningRate 0.0701 Epoch: 3 Global Step: 54240 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:05,753-Speed 3330.39 samples/sec Loss 3.7407 LearningRate 0.0701 Epoch: 3 Global Step: 54250 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:08,834-Speed 3324.09 samples/sec Loss 3.8006 LearningRate 0.0701 Epoch: 3 Global Step: 54260 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:11,911-Speed 3329.48 samples/sec Loss 3.7485 LearningRate 0.0701 Epoch: 3 Global Step: 54270 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:14,989-Speed 3327.31 samples/sec Loss 3.7464 LearningRate 0.0701 Epoch: 3 Global Step: 54280 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:18,047-Speed 3349.31 samples/sec Loss 3.6455 LearningRate 0.0701 Epoch: 3 Global Step: 54290 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:21,106-Speed 3348.04 samples/sec Loss 3.8088 LearningRate 0.0701 Epoch: 3 Global Step: 54300 Fp16 Grad Scale: 131072 Required: 30 hours Training: 2022-04-11 04:59:24,154-Speed 3359.92 samples/sec Loss 3.7882 LearningRate 0.0701 Epoch: 3 Global Step: 54310 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:27,242-Speed 3317.95 samples/sec Loss 3.7800 LearningRate 0.0701 Epoch: 3 Global Step: 54320 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:30,302-Speed 3346.68 samples/sec Loss 3.7214 LearningRate 0.0701 Epoch: 3 Global Step: 54330 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:33,361-Speed 3349.27 samples/sec Loss 3.7819 LearningRate 0.0701 Epoch: 3 Global Step: 54340 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:36,428-Speed 3339.37 samples/sec Loss 3.8224 LearningRate 0.0701 Epoch: 3 Global Step: 54350 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:39,553-Speed 3277.96 samples/sec Loss 3.6979 LearningRate 0.0701 Epoch: 3 Global Step: 54360 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:42,653-Speed 3304.06 samples/sec Loss 3.8041 LearningRate 0.0701 Epoch: 3 Global Step: 54370 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:45,716-Speed 3343.05 samples/sec Loss 3.7223 LearningRate 0.0701 Epoch: 3 Global Step: 54380 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:48,772-Speed 3352.09 samples/sec Loss 3.7485 LearningRate 0.0701 Epoch: 3 Global Step: 54390 Fp16 Grad Scale: 65536 Required: 30 hours Training: 2022-04-11 04:59:51,927-Speed 3246.58 samples/sec Loss 3.7133 LearningRate 0.0701 Epoch: 3 Global Step: 54400 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 04:59:55,022-Speed 3308.33 samples/sec Loss 3.7488 LearningRate 0.0701 Epoch: 3 Global Step: 54410 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 04:59:58,080-Speed 3350.57 samples/sec Loss 3.8146 LearningRate 0.0701 Epoch: 3 Global Step: 54420 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:01,143-Speed 3343.56 samples/sec Loss 3.7286 LearningRate 0.0700 Epoch: 3 Global Step: 54430 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:04,223-Speed 3325.52 samples/sec Loss 3.6732 LearningRate 0.0700 Epoch: 3 Global Step: 54440 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:07,290-Speed 3339.37 samples/sec Loss 3.7556 LearningRate 0.0700 Epoch: 3 Global Step: 54450 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:10,383-Speed 3311.48 samples/sec Loss 3.7151 LearningRate 0.0700 Epoch: 3 Global Step: 54460 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:13,481-Speed 3306.91 samples/sec Loss 3.8058 LearningRate 0.0700 Epoch: 3 Global Step: 54470 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:16,548-Speed 3339.58 samples/sec Loss 3.7329 LearningRate 0.0700 Epoch: 3 Global Step: 54480 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:19,612-Speed 3342.43 samples/sec Loss 3.6959 LearningRate 0.0700 Epoch: 3 Global Step: 54490 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:22,669-Speed 3350.19 samples/sec Loss 3.7057 LearningRate 0.0700 Epoch: 3 Global Step: 54500 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:25,732-Speed 3344.00 samples/sec Loss 3.7991 LearningRate 0.0700 Epoch: 3 Global Step: 54510 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:28,793-Speed 3346.42 samples/sec Loss 3.7579 LearningRate 0.0700 Epoch: 3 Global Step: 54520 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:31,863-Speed 3337.30 samples/sec Loss 3.7969 LearningRate 0.0700 Epoch: 3 Global Step: 54530 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:34,918-Speed 3351.70 samples/sec Loss 3.6978 LearningRate 0.0700 Epoch: 3 Global Step: 54540 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:37,987-Speed 3337.99 samples/sec Loss 3.7517 LearningRate 0.0700 Epoch: 3 Global Step: 54550 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:41,047-Speed 3346.89 samples/sec Loss 3.8271 LearningRate 0.0700 Epoch: 3 Global Step: 54560 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:44,149-Speed 3302.13 samples/sec Loss 3.7835 LearningRate 0.0700 Epoch: 3 Global Step: 54570 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:47,227-Speed 3327.96 samples/sec Loss 3.7654 LearningRate 0.0700 Epoch: 3 Global Step: 54580 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:50,302-Speed 3331.04 samples/sec Loss 3.6975 LearningRate 0.0700 Epoch: 3 Global Step: 54590 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:53,381-Speed 3326.33 samples/sec Loss 3.7833 LearningRate 0.0700 Epoch: 3 Global Step: 54600 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:00:56,441-Speed 3347.55 samples/sec Loss 3.8004 LearningRate 0.0700 Epoch: 3 Global Step: 54610 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:00:59,495-Speed 3353.56 samples/sec Loss 3.7505 LearningRate 0.0700 Epoch: 3 Global Step: 54620 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:02,571-Speed 3329.94 samples/sec Loss 3.7777 LearningRate 0.0699 Epoch: 3 Global Step: 54630 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:05,691-Speed 3282.71 samples/sec Loss 3.7856 LearningRate 0.0699 Epoch: 3 Global Step: 54640 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:08,750-Speed 3347.54 samples/sec Loss 3.6983 LearningRate 0.0699 Epoch: 3 Global Step: 54650 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:11,819-Speed 3337.30 samples/sec Loss 3.6839 LearningRate 0.0699 Epoch: 3 Global Step: 54660 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:14,902-Speed 3322.64 samples/sec Loss 3.7193 LearningRate 0.0699 Epoch: 3 Global Step: 54670 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:18,002-Speed 3304.50 samples/sec Loss 3.7590 LearningRate 0.0699 Epoch: 3 Global Step: 54680 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:21,070-Speed 3338.65 samples/sec Loss 3.8431 LearningRate 0.0699 Epoch: 3 Global Step: 54690 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:24,162-Speed 3312.40 samples/sec Loss 3.7318 LearningRate 0.0699 Epoch: 3 Global Step: 54700 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:01:27,355-Speed 3207.37 samples/sec Loss 3.7306 LearningRate 0.0699 Epoch: 3 Global Step: 54710 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:30,550-Speed 3206.22 samples/sec Loss 3.7267 LearningRate 0.0699 Epoch: 3 Global Step: 54720 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:33,621-Speed 3335.18 samples/sec Loss 3.7988 LearningRate 0.0699 Epoch: 3 Global Step: 54730 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:36,681-Speed 3346.21 samples/sec Loss 3.8164 LearningRate 0.0699 Epoch: 3 Global Step: 54740 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:39,754-Speed 3333.94 samples/sec Loss 3.7086 LearningRate 0.0699 Epoch: 3 Global Step: 54750 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:42,817-Speed 3343.73 samples/sec Loss 3.7562 LearningRate 0.0699 Epoch: 3 Global Step: 54760 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:45,887-Speed 3335.49 samples/sec Loss 3.7537 LearningRate 0.0699 Epoch: 3 Global Step: 54770 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:48,957-Speed 3337.41 samples/sec Loss 3.7354 LearningRate 0.0699 Epoch: 3 Global Step: 54780 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:52,126-Speed 3232.29 samples/sec Loss 3.7024 LearningRate 0.0699 Epoch: 3 Global Step: 54790 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:55,293-Speed 3233.55 samples/sec Loss 3.7901 LearningRate 0.0699 Epoch: 3 Global Step: 54800 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:01:58,365-Speed 3334.27 samples/sec Loss 3.7117 LearningRate 0.0699 Epoch: 3 Global Step: 54810 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:02:01,491-Speed 3276.61 samples/sec Loss 3.8362 LearningRate 0.0699 Epoch: 3 Global Step: 54820 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:02:04,554-Speed 3343.82 samples/sec Loss 3.7094 LearningRate 0.0698 Epoch: 3 Global Step: 54830 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:07,617-Speed 3343.74 samples/sec Loss 3.7467 LearningRate 0.0698 Epoch: 3 Global Step: 54840 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:10,685-Speed 3338.37 samples/sec Loss 3.7729 LearningRate 0.0698 Epoch: 3 Global Step: 54850 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:13,743-Speed 3349.75 samples/sec Loss 3.7451 LearningRate 0.0698 Epoch: 3 Global Step: 54860 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:16,808-Speed 3341.29 samples/sec Loss 3.7341 LearningRate 0.0698 Epoch: 3 Global Step: 54870 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:19,865-Speed 3351.29 samples/sec Loss 3.8206 LearningRate 0.0698 Epoch: 3 Global Step: 54880 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:22,932-Speed 3339.37 samples/sec Loss 3.7057 LearningRate 0.0698 Epoch: 3 Global Step: 54890 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:25,993-Speed 3346.24 samples/sec Loss 3.6970 LearningRate 0.0698 Epoch: 3 Global Step: 54900 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:29,061-Speed 3338.39 samples/sec Loss 3.7345 LearningRate 0.0698 Epoch: 3 Global Step: 54910 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:32,127-Speed 3340.70 samples/sec Loss 3.7350 LearningRate 0.0698 Epoch: 3 Global Step: 54920 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:35,203-Speed 3329.56 samples/sec Loss 3.7288 LearningRate 0.0698 Epoch: 3 Global Step: 54930 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:02:38,261-Speed 3349.18 samples/sec Loss 3.7335 LearningRate 0.0698 Epoch: 3 Global Step: 54940 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:02:41,331-Speed 3336.71 samples/sec Loss 3.7782 LearningRate 0.0698 Epoch: 3 Global Step: 54950 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:02:44,389-Speed 3349.43 samples/sec Loss 3.8003 LearningRate 0.0698 Epoch: 3 Global Step: 54960 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:02:47,450-Speed 3346.76 samples/sec Loss 3.8291 LearningRate 0.0698 Epoch: 3 Global Step: 54970 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:02:50,528-Speed 3327.60 samples/sec Loss 3.7649 LearningRate 0.0698 Epoch: 3 Global Step: 54980 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:53,658-Speed 3271.66 samples/sec Loss 3.8244 LearningRate 0.0698 Epoch: 3 Global Step: 54990 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:56,715-Speed 3351.10 samples/sec Loss 3.7134 LearningRate 0.0698 Epoch: 3 Global Step: 55000 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:02:59,775-Speed 3347.09 samples/sec Loss 3.7798 LearningRate 0.0698 Epoch: 3 Global Step: 55010 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:03:02,835-Speed 3347.51 samples/sec Loss 3.6912 LearningRate 0.0698 Epoch: 3 Global Step: 55020 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:03:05,894-Speed 3347.85 samples/sec Loss 3.7708 LearningRate 0.0697 Epoch: 3 Global Step: 55030 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:03:08,968-Speed 3331.17 samples/sec Loss 3.7110 LearningRate 0.0697 Epoch: 3 Global Step: 55040 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:03:12,029-Speed 3348.17 samples/sec Loss 3.6821 LearningRate 0.0697 Epoch: 3 Global Step: 55050 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:03:15,085-Speed 3351.46 samples/sec Loss 3.7528 LearningRate 0.0697 Epoch: 3 Global Step: 55060 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:03:18,154-Speed 3337.91 samples/sec Loss 3.7274 LearningRate 0.0697 Epoch: 3 Global Step: 55070 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:03:21,211-Speed 3349.50 samples/sec Loss 3.8311 LearningRate 0.0697 Epoch: 3 Global Step: 55080 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:24,276-Speed 3341.83 samples/sec Loss 3.8218 LearningRate 0.0697 Epoch: 3 Global Step: 55090 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:27,347-Speed 3334.88 samples/sec Loss 3.8737 LearningRate 0.0697 Epoch: 3 Global Step: 55100 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:30,412-Speed 3342.04 samples/sec Loss 3.8134 LearningRate 0.0697 Epoch: 3 Global Step: 55110 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:33,487-Speed 3331.16 samples/sec Loss 3.7899 LearningRate 0.0697 Epoch: 3 Global Step: 55120 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:36,557-Speed 3336.50 samples/sec Loss 3.8614 LearningRate 0.0697 Epoch: 3 Global Step: 55130 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:39,646-Speed 3315.29 samples/sec Loss 3.7388 LearningRate 0.0697 Epoch: 3 Global Step: 55140 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:42,706-Speed 3348.20 samples/sec Loss 3.7119 LearningRate 0.0697 Epoch: 3 Global Step: 55150 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:45,804-Speed 3305.53 samples/sec Loss 3.7996 LearningRate 0.0697 Epoch: 3 Global Step: 55160 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:48,896-Speed 3313.04 samples/sec Loss 3.7921 LearningRate 0.0697 Epoch: 3 Global Step: 55170 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:03:51,967-Speed 3335.06 samples/sec Loss 3.7328 LearningRate 0.0697 Epoch: 3 Global Step: 55180 Fp16 Grad Scale: 262144 Required: 29 hours Training: 2022-04-11 05:03:55,031-Speed 3343.31 samples/sec Loss 3.7257 LearningRate 0.0697 Epoch: 3 Global Step: 55190 Fp16 Grad Scale: 262144 Required: 29 hours Training: 2022-04-11 05:03:58,084-Speed 3354.83 samples/sec Loss 3.7687 LearningRate 0.0697 Epoch: 3 Global Step: 55200 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:01,193-Speed 3293.52 samples/sec Loss 3.8070 LearningRate 0.0697 Epoch: 3 Global Step: 55210 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:04,343-Speed 3251.87 samples/sec Loss 3.7762 LearningRate 0.0697 Epoch: 3 Global Step: 55220 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:07,441-Speed 3306.56 samples/sec Loss 3.7188 LearningRate 0.0696 Epoch: 3 Global Step: 55230 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:10,509-Speed 3338.54 samples/sec Loss 3.7823 LearningRate 0.0696 Epoch: 3 Global Step: 55240 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:13,571-Speed 3344.87 samples/sec Loss 3.7916 LearningRate 0.0696 Epoch: 3 Global Step: 55250 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:16,630-Speed 3349.01 samples/sec Loss 3.7563 LearningRate 0.0696 Epoch: 3 Global Step: 55260 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:19,724-Speed 3310.76 samples/sec Loss 3.7954 LearningRate 0.0696 Epoch: 3 Global Step: 55270 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:22,842-Speed 3285.12 samples/sec Loss 3.7295 LearningRate 0.0696 Epoch: 3 Global Step: 55280 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:25,923-Speed 3324.31 samples/sec Loss 3.8189 LearningRate 0.0696 Epoch: 3 Global Step: 55290 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:04:28,955-Speed 3378.40 samples/sec Loss 3.8304 LearningRate 0.0696 Epoch: 3 Global Step: 55300 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:32,026-Speed 3335.44 samples/sec Loss 3.8046 LearningRate 0.0696 Epoch: 3 Global Step: 55310 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:35,086-Speed 3346.92 samples/sec Loss 3.7903 LearningRate 0.0696 Epoch: 3 Global Step: 55320 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:38,244-Speed 3243.59 samples/sec Loss 3.8490 LearningRate 0.0696 Epoch: 3 Global Step: 55330 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:41,313-Speed 3337.24 samples/sec Loss 3.8365 LearningRate 0.0696 Epoch: 3 Global Step: 55340 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:44,403-Speed 3314.81 samples/sec Loss 3.8010 LearningRate 0.0696 Epoch: 3 Global Step: 55350 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:47,523-Speed 3282.45 samples/sec Loss 3.8029 LearningRate 0.0696 Epoch: 3 Global Step: 55360 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:50,611-Speed 3316.13 samples/sec Loss 3.7893 LearningRate 0.0696 Epoch: 3 Global Step: 55370 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:53,674-Speed 3344.18 samples/sec Loss 3.8180 LearningRate 0.0696 Epoch: 3 Global Step: 55380 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:56,747-Speed 3333.57 samples/sec Loss 3.7810 LearningRate 0.0696 Epoch: 3 Global Step: 55390 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:04:59,827-Speed 3325.97 samples/sec Loss 3.6477 LearningRate 0.0696 Epoch: 3 Global Step: 55400 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:02,885-Speed 3349.08 samples/sec Loss 3.7935 LearningRate 0.0696 Epoch: 3 Global Step: 55410 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:05,947-Speed 3344.74 samples/sec Loss 3.7040 LearningRate 0.0696 Epoch: 3 Global Step: 55420 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:09,019-Speed 3334.03 samples/sec Loss 3.8020 LearningRate 0.0695 Epoch: 3 Global Step: 55430 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:13,661-Speed 2206.39 samples/sec Loss 3.7932 LearningRate 0.0695 Epoch: 3 Global Step: 55440 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:19,089-Speed 1886.90 samples/sec Loss 3.8036 LearningRate 0.0695 Epoch: 3 Global Step: 55450 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:22,242-Speed 3247.68 samples/sec Loss 3.8131 LearningRate 0.0695 Epoch: 3 Global Step: 55460 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:25,304-Speed 3346.16 samples/sec Loss 3.8104 LearningRate 0.0695 Epoch: 3 Global Step: 55470 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:28,372-Speed 3337.92 samples/sec Loss 3.7052 LearningRate 0.0695 Epoch: 3 Global Step: 55480 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:31,435-Speed 3343.77 samples/sec Loss 3.8238 LearningRate 0.0695 Epoch: 3 Global Step: 55490 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:34,505-Speed 3336.15 samples/sec Loss 3.7726 LearningRate 0.0695 Epoch: 3 Global Step: 55500 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:05:37,588-Speed 3322.32 samples/sec Loss 3.8049 LearningRate 0.0695 Epoch: 3 Global Step: 55510 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:05:40,655-Speed 3340.11 samples/sec Loss 3.6991 LearningRate 0.0695 Epoch: 3 Global Step: 55520 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:05:43,791-Speed 3265.63 samples/sec Loss 3.7454 LearningRate 0.0695 Epoch: 3 Global Step: 55530 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:05:46,878-Speed 3317.91 samples/sec Loss 3.7200 LearningRate 0.0695 Epoch: 3 Global Step: 55540 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:05:49,939-Speed 3345.98 samples/sec Loss 3.8591 LearningRate 0.0695 Epoch: 3 Global Step: 55550 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:53,000-Speed 3347.02 samples/sec Loss 3.7969 LearningRate 0.0695 Epoch: 3 Global Step: 55560 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:56,064-Speed 3342.05 samples/sec Loss 3.8071 LearningRate 0.0695 Epoch: 3 Global Step: 55570 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:05:59,129-Speed 3342.72 samples/sec Loss 3.7456 LearningRate 0.0695 Epoch: 3 Global Step: 55580 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:02,207-Speed 3326.45 samples/sec Loss 3.7860 LearningRate 0.0695 Epoch: 3 Global Step: 55590 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:05,272-Speed 3341.68 samples/sec Loss 3.7657 LearningRate 0.0695 Epoch: 3 Global Step: 55600 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:08,343-Speed 3335.03 samples/sec Loss 3.8146 LearningRate 0.0695 Epoch: 3 Global Step: 55610 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:11,408-Speed 3342.64 samples/sec Loss 3.6786 LearningRate 0.0695 Epoch: 3 Global Step: 55620 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:14,496-Speed 3316.64 samples/sec Loss 3.7723 LearningRate 0.0694 Epoch: 3 Global Step: 55630 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:17,571-Speed 3331.02 samples/sec Loss 3.8524 LearningRate 0.0694 Epoch: 3 Global Step: 55640 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:20,641-Speed 3336.70 samples/sec Loss 3.8011 LearningRate 0.0694 Epoch: 3 Global Step: 55650 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:23,707-Speed 3339.95 samples/sec Loss 3.6917 LearningRate 0.0694 Epoch: 3 Global Step: 55660 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:26,785-Speed 3328.52 samples/sec Loss 3.7429 LearningRate 0.0694 Epoch: 3 Global Step: 55670 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:29,896-Speed 3292.00 samples/sec Loss 3.7366 LearningRate 0.0694 Epoch: 3 Global Step: 55680 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:32,968-Speed 3334.25 samples/sec Loss 3.7571 LearningRate 0.0694 Epoch: 3 Global Step: 55690 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:36,044-Speed 3328.98 samples/sec Loss 3.7457 LearningRate 0.0694 Epoch: 3 Global Step: 55700 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:39,126-Speed 3323.11 samples/sec Loss 3.7784 LearningRate 0.0694 Epoch: 3 Global Step: 55710 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:42,203-Speed 3329.35 samples/sec Loss 3.8188 LearningRate 0.0694 Epoch: 3 Global Step: 55720 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:45,289-Speed 3318.59 samples/sec Loss 3.7760 LearningRate 0.0694 Epoch: 3 Global Step: 55730 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:06:48,348-Speed 3348.84 samples/sec Loss 3.7719 LearningRate 0.0694 Epoch: 3 Global Step: 55740 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:51,412-Speed 3342.99 samples/sec Loss 3.7426 LearningRate 0.0694 Epoch: 3 Global Step: 55750 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:54,473-Speed 3345.25 samples/sec Loss 3.7155 LearningRate 0.0694 Epoch: 3 Global Step: 55760 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:06:57,555-Speed 3323.99 samples/sec Loss 3.7775 LearningRate 0.0694 Epoch: 3 Global Step: 55770 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:07:00,628-Speed 3333.27 samples/sec Loss 3.7432 LearningRate 0.0694 Epoch: 3 Global Step: 55780 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:07:03,699-Speed 3335.03 samples/sec Loss 3.8160 LearningRate 0.0694 Epoch: 3 Global Step: 55790 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:07:06,766-Speed 3338.90 samples/sec Loss 3.7785 LearningRate 0.0694 Epoch: 3 Global Step: 55800 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:07:09,877-Speed 3292.51 samples/sec Loss 3.7559 LearningRate 0.0694 Epoch: 3 Global Step: 55810 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:07:13,006-Speed 3274.04 samples/sec Loss 3.7169 LearningRate 0.0694 Epoch: 3 Global Step: 55820 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:07:16,066-Speed 3347.11 samples/sec Loss 3.7517 LearningRate 0.0693 Epoch: 3 Global Step: 55830 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:07:19,141-Speed 3330.98 samples/sec Loss 3.7906 LearningRate 0.0693 Epoch: 3 Global Step: 55840 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:22,219-Speed 3327.07 samples/sec Loss 3.7589 LearningRate 0.0693 Epoch: 3 Global Step: 55850 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:25,325-Speed 3298.14 samples/sec Loss 3.7836 LearningRate 0.0693 Epoch: 3 Global Step: 55860 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:28,406-Speed 3324.01 samples/sec Loss 3.8299 LearningRate 0.0693 Epoch: 3 Global Step: 55870 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:31,471-Speed 3341.92 samples/sec Loss 3.7912 LearningRate 0.0693 Epoch: 3 Global Step: 55880 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:34,543-Speed 3334.23 samples/sec Loss 3.7256 LearningRate 0.0693 Epoch: 3 Global Step: 55890 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:37,637-Speed 3310.00 samples/sec Loss 3.7480 LearningRate 0.0693 Epoch: 3 Global Step: 55900 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:40,768-Speed 3271.51 samples/sec Loss 3.7721 LearningRate 0.0693 Epoch: 3 Global Step: 55910 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:43,839-Speed 3335.14 samples/sec Loss 3.7539 LearningRate 0.0693 Epoch: 3 Global Step: 55920 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:46,925-Speed 3319.49 samples/sec Loss 3.7474 LearningRate 0.0693 Epoch: 3 Global Step: 55930 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:50,013-Speed 3316.51 samples/sec Loss 3.7529 LearningRate 0.0693 Epoch: 3 Global Step: 55940 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:53,109-Speed 3308.53 samples/sec Loss 3.7896 LearningRate 0.0693 Epoch: 3 Global Step: 55950 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:56,207-Speed 3305.35 samples/sec Loss 3.8163 LearningRate 0.0693 Epoch: 3 Global Step: 55960 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:07:59,283-Speed 3330.38 samples/sec Loss 3.7072 LearningRate 0.0693 Epoch: 3 Global Step: 55970 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:08:02,502-Speed 3182.12 samples/sec Loss 3.8168 LearningRate 0.0693 Epoch: 3 Global Step: 55980 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:08:05,583-Speed 3323.39 samples/sec Loss 3.7982 LearningRate 0.0693 Epoch: 3 Global Step: 55990 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:08:08,668-Speed 3320.32 samples/sec Loss 3.7425 LearningRate 0.0693 Epoch: 3 Global Step: 56000 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:08:52,936-[lfw][56000]XNorm: 22.399913 Training: 2022-04-11 05:08:52,936-[lfw][56000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-11 05:08:52,937-[lfw][56000]Accuracy-Highest: 0.99800 Training: 2022-04-11 05:09:44,387-[cfp_fp][56000]XNorm: 21.294058 Training: 2022-04-11 05:09:44,388-[cfp_fp][56000]Accuracy-Flip: 0.98200+-0.00630 Training: 2022-04-11 05:09:44,388-[cfp_fp][56000]Accuracy-Highest: 0.98300 Training: 2022-04-11 05:10:28,641-[agedb_30][56000]XNorm: 22.735270 Training: 2022-04-11 05:10:28,642-[agedb_30][56000]Accuracy-Flip: 0.98100+-0.00712 Training: 2022-04-11 05:10:28,643-[agedb_30][56000]Accuracy-Highest: 0.98100 Training: 2022-04-11 05:10:31,716-Speed 71.59 samples/sec Loss 3.7038 LearningRate 0.0693 Epoch: 3 Global Step: 56010 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:34,815-Speed 3305.61 samples/sec Loss 3.8192 LearningRate 0.0693 Epoch: 3 Global Step: 56020 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:37,874-Speed 3348.20 samples/sec Loss 3.7104 LearningRate 0.0692 Epoch: 3 Global Step: 56030 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:40,936-Speed 3344.64 samples/sec Loss 3.7659 LearningRate 0.0692 Epoch: 3 Global Step: 56040 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:43,999-Speed 3343.52 samples/sec Loss 3.8427 LearningRate 0.0692 Epoch: 3 Global Step: 56050 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:47,057-Speed 3349.58 samples/sec Loss 3.6847 LearningRate 0.0692 Epoch: 3 Global Step: 56060 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:50,112-Speed 3352.59 samples/sec Loss 3.7312 LearningRate 0.0692 Epoch: 3 Global Step: 56070 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:53,164-Speed 3355.50 samples/sec Loss 3.7659 LearningRate 0.0692 Epoch: 3 Global Step: 56080 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:56,221-Speed 3350.85 samples/sec Loss 3.8656 LearningRate 0.0692 Epoch: 3 Global Step: 56090 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:10:59,290-Speed 3337.09 samples/sec Loss 3.8681 LearningRate 0.0692 Epoch: 3 Global Step: 56100 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:02,356-Speed 3340.59 samples/sec Loss 3.7876 LearningRate 0.0692 Epoch: 3 Global Step: 56110 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:05,423-Speed 3340.80 samples/sec Loss 3.7682 LearningRate 0.0692 Epoch: 3 Global Step: 56120 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:08,478-Speed 3352.55 samples/sec Loss 3.7857 LearningRate 0.0692 Epoch: 3 Global Step: 56130 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:11,536-Speed 3348.74 samples/sec Loss 3.7562 LearningRate 0.0692 Epoch: 3 Global Step: 56140 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:14,595-Speed 3347.88 samples/sec Loss 3.8165 LearningRate 0.0692 Epoch: 3 Global Step: 56150 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:17,661-Speed 3341.37 samples/sec Loss 3.7390 LearningRate 0.0692 Epoch: 3 Global Step: 56160 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:20,723-Speed 3344.14 samples/sec Loss 3.6858 LearningRate 0.0692 Epoch: 3 Global Step: 56170 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:23,802-Speed 3326.82 samples/sec Loss 3.7756 LearningRate 0.0692 Epoch: 3 Global Step: 56180 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:26,870-Speed 3338.74 samples/sec Loss 3.7562 LearningRate 0.0692 Epoch: 3 Global Step: 56190 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:11:29,948-Speed 3327.57 samples/sec Loss 3.7553 LearningRate 0.0692 Epoch: 3 Global Step: 56200 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:33,057-Speed 3294.13 samples/sec Loss 3.8069 LearningRate 0.0692 Epoch: 3 Global Step: 56210 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:36,135-Speed 3328.86 samples/sec Loss 3.7605 LearningRate 0.0692 Epoch: 3 Global Step: 56220 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:39,259-Speed 3277.68 samples/sec Loss 3.7359 LearningRate 0.0691 Epoch: 3 Global Step: 56230 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:42,324-Speed 3342.54 samples/sec Loss 3.8212 LearningRate 0.0691 Epoch: 3 Global Step: 56240 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:45,395-Speed 3334.66 samples/sec Loss 3.6933 LearningRate 0.0691 Epoch: 3 Global Step: 56250 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:48,463-Speed 3338.56 samples/sec Loss 3.7253 LearningRate 0.0691 Epoch: 3 Global Step: 56260 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:51,536-Speed 3332.33 samples/sec Loss 3.6678 LearningRate 0.0691 Epoch: 3 Global Step: 56270 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:54,639-Speed 3300.94 samples/sec Loss 3.7786 LearningRate 0.0691 Epoch: 3 Global Step: 56280 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:11:57,764-Speed 3278.02 samples/sec Loss 3.7109 LearningRate 0.0691 Epoch: 3 Global Step: 56290 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:00,845-Speed 3324.91 samples/sec Loss 3.7297 LearningRate 0.0691 Epoch: 3 Global Step: 56300 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:03,907-Speed 3344.06 samples/sec Loss 3.7054 LearningRate 0.0691 Epoch: 3 Global Step: 56310 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:06,993-Speed 3319.21 samples/sec Loss 3.8225 LearningRate 0.0691 Epoch: 3 Global Step: 56320 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:10,054-Speed 3346.22 samples/sec Loss 3.7629 LearningRate 0.0691 Epoch: 3 Global Step: 56330 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:13,150-Speed 3308.24 samples/sec Loss 3.7622 LearningRate 0.0691 Epoch: 3 Global Step: 56340 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:16,281-Speed 3271.75 samples/sec Loss 3.8005 LearningRate 0.0691 Epoch: 3 Global Step: 56350 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:19,462-Speed 3219.36 samples/sec Loss 3.7103 LearningRate 0.0691 Epoch: 3 Global Step: 56360 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:22,580-Speed 3285.62 samples/sec Loss 3.7813 LearningRate 0.0691 Epoch: 3 Global Step: 56370 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:25,641-Speed 3346.24 samples/sec Loss 3.7040 LearningRate 0.0691 Epoch: 3 Global Step: 56380 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:28,750-Speed 3293.79 samples/sec Loss 3.8012 LearningRate 0.0691 Epoch: 3 Global Step: 56390 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:12:31,794-Speed 3364.74 samples/sec Loss 3.6821 LearningRate 0.0691 Epoch: 3 Global Step: 56400 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:34,854-Speed 3347.19 samples/sec Loss 3.8431 LearningRate 0.0691 Epoch: 3 Global Step: 56410 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:37,910-Speed 3351.56 samples/sec Loss 3.7456 LearningRate 0.0691 Epoch: 3 Global Step: 56420 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:40,966-Speed 3351.12 samples/sec Loss 3.8422 LearningRate 0.0690 Epoch: 3 Global Step: 56430 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:44,073-Speed 3296.91 samples/sec Loss 3.7063 LearningRate 0.0690 Epoch: 3 Global Step: 56440 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:47,166-Speed 3312.11 samples/sec Loss 3.7506 LearningRate 0.0690 Epoch: 3 Global Step: 56450 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:50,268-Speed 3302.21 samples/sec Loss 3.8327 LearningRate 0.0690 Epoch: 3 Global Step: 56460 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:53,324-Speed 3350.74 samples/sec Loss 3.7097 LearningRate 0.0690 Epoch: 3 Global Step: 56470 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:56,385-Speed 3347.00 samples/sec Loss 3.7207 LearningRate 0.0690 Epoch: 3 Global Step: 56480 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:12:59,440-Speed 3352.62 samples/sec Loss 3.8648 LearningRate 0.0690 Epoch: 3 Global Step: 56490 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:02,502-Speed 3344.49 samples/sec Loss 3.7003 LearningRate 0.0690 Epoch: 3 Global Step: 56500 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:05,547-Speed 3364.03 samples/sec Loss 3.6845 LearningRate 0.0690 Epoch: 3 Global Step: 56510 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:08,606-Speed 3347.39 samples/sec Loss 3.7502 LearningRate 0.0690 Epoch: 3 Global Step: 56520 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:11,665-Speed 3349.29 samples/sec Loss 3.7263 LearningRate 0.0690 Epoch: 3 Global Step: 56530 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:14,799-Speed 3267.72 samples/sec Loss 3.7602 LearningRate 0.0690 Epoch: 3 Global Step: 56540 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:17,921-Speed 3280.32 samples/sec Loss 3.8720 LearningRate 0.0690 Epoch: 3 Global Step: 56550 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:21,108-Speed 3213.82 samples/sec Loss 3.7961 LearningRate 0.0690 Epoch: 3 Global Step: 56560 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:24,235-Speed 3276.18 samples/sec Loss 3.8048 LearningRate 0.0690 Epoch: 3 Global Step: 56570 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:27,316-Speed 3324.65 samples/sec Loss 3.7424 LearningRate 0.0690 Epoch: 3 Global Step: 56580 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:30,406-Speed 3313.62 samples/sec Loss 3.7440 LearningRate 0.0690 Epoch: 3 Global Step: 56590 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:33,462-Speed 3351.56 samples/sec Loss 3.7679 LearningRate 0.0690 Epoch: 3 Global Step: 56600 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:13:36,523-Speed 3346.82 samples/sec Loss 3.6973 LearningRate 0.0690 Epoch: 3 Global Step: 56610 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:39,594-Speed 3335.49 samples/sec Loss 3.7272 LearningRate 0.0690 Epoch: 3 Global Step: 56620 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:42,673-Speed 3325.79 samples/sec Loss 3.7349 LearningRate 0.0689 Epoch: 3 Global Step: 56630 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:45,733-Speed 3347.46 samples/sec Loss 3.7435 LearningRate 0.0689 Epoch: 3 Global Step: 56640 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:48,790-Speed 3351.40 samples/sec Loss 3.8901 LearningRate 0.0689 Epoch: 3 Global Step: 56650 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:51,879-Speed 3315.03 samples/sec Loss 3.8000 LearningRate 0.0689 Epoch: 3 Global Step: 56660 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:54,972-Speed 3311.48 samples/sec Loss 3.6889 LearningRate 0.0689 Epoch: 3 Global Step: 56670 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:13:58,042-Speed 3336.46 samples/sec Loss 3.7385 LearningRate 0.0689 Epoch: 3 Global Step: 56680 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:01,105-Speed 3344.11 samples/sec Loss 3.8253 LearningRate 0.0689 Epoch: 3 Global Step: 56690 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:04,162-Speed 3349.61 samples/sec Loss 3.8195 LearningRate 0.0689 Epoch: 3 Global Step: 56700 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:07,223-Speed 3346.90 samples/sec Loss 3.8087 LearningRate 0.0689 Epoch: 3 Global Step: 56710 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:10,286-Speed 3343.43 samples/sec Loss 3.8357 LearningRate 0.0689 Epoch: 3 Global Step: 56720 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:13,345-Speed 3348.41 samples/sec Loss 3.6825 LearningRate 0.0689 Epoch: 3 Global Step: 56730 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:16,407-Speed 3344.89 samples/sec Loss 3.7271 LearningRate 0.0689 Epoch: 3 Global Step: 56740 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:19,467-Speed 3346.92 samples/sec Loss 3.7714 LearningRate 0.0689 Epoch: 3 Global Step: 56750 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:22,542-Speed 3330.84 samples/sec Loss 3.8383 LearningRate 0.0689 Epoch: 3 Global Step: 56760 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:25,643-Speed 3304.23 samples/sec Loss 3.7695 LearningRate 0.0689 Epoch: 3 Global Step: 56770 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:14:28,741-Speed 3305.85 samples/sec Loss 3.7119 LearningRate 0.0689 Epoch: 3 Global Step: 56780 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:31,849-Speed 3295.13 samples/sec Loss 3.7558 LearningRate 0.0689 Epoch: 3 Global Step: 56790 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:34,919-Speed 3336.36 samples/sec Loss 3.7895 LearningRate 0.0689 Epoch: 3 Global Step: 56800 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:37,979-Speed 3346.95 samples/sec Loss 3.7561 LearningRate 0.0689 Epoch: 3 Global Step: 56810 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:41,070-Speed 3313.70 samples/sec Loss 3.7636 LearningRate 0.0689 Epoch: 3 Global Step: 56820 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:44,148-Speed 3327.97 samples/sec Loss 3.8553 LearningRate 0.0688 Epoch: 3 Global Step: 56830 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:47,249-Speed 3303.08 samples/sec Loss 3.7086 LearningRate 0.0688 Epoch: 3 Global Step: 56840 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:50,317-Speed 3337.92 samples/sec Loss 3.7455 LearningRate 0.0688 Epoch: 3 Global Step: 56850 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:53,377-Speed 3346.99 samples/sec Loss 3.8677 LearningRate 0.0688 Epoch: 3 Global Step: 56860 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:56,518-Speed 3261.01 samples/sec Loss 3.8109 LearningRate 0.0688 Epoch: 3 Global Step: 56870 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:14:59,653-Speed 3267.05 samples/sec Loss 3.7437 LearningRate 0.0688 Epoch: 3 Global Step: 56880 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:02,714-Speed 3346.57 samples/sec Loss 3.7278 LearningRate 0.0688 Epoch: 3 Global Step: 56890 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:05,918-Speed 3196.23 samples/sec Loss 3.8023 LearningRate 0.0688 Epoch: 3 Global Step: 56900 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:08,977-Speed 3348.33 samples/sec Loss 3.7350 LearningRate 0.0688 Epoch: 3 Global Step: 56910 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:12,041-Speed 3342.83 samples/sec Loss 3.8119 LearningRate 0.0688 Epoch: 3 Global Step: 56920 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:15,099-Speed 3349.30 samples/sec Loss 3.7184 LearningRate 0.0688 Epoch: 3 Global Step: 56930 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:18,158-Speed 3348.72 samples/sec Loss 3.7180 LearningRate 0.0688 Epoch: 3 Global Step: 56940 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:21,221-Speed 3344.33 samples/sec Loss 3.7880 LearningRate 0.0688 Epoch: 3 Global Step: 56950 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:24,287-Speed 3340.28 samples/sec Loss 3.8279 LearningRate 0.0688 Epoch: 3 Global Step: 56960 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:27,349-Speed 3344.95 samples/sec Loss 3.7175 LearningRate 0.0688 Epoch: 3 Global Step: 56970 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:30,424-Speed 3331.32 samples/sec Loss 3.7064 LearningRate 0.0688 Epoch: 3 Global Step: 56980 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:33,494-Speed 3336.92 samples/sec Loss 3.7720 LearningRate 0.0688 Epoch: 3 Global Step: 56990 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:36,560-Speed 3340.43 samples/sec Loss 3.7178 LearningRate 0.0688 Epoch: 3 Global Step: 57000 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:39,637-Speed 3328.46 samples/sec Loss 3.7338 LearningRate 0.0688 Epoch: 3 Global Step: 57010 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:15:42,714-Speed 3328.81 samples/sec Loss 3.7028 LearningRate 0.0688 Epoch: 3 Global Step: 57020 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:45,774-Speed 3347.31 samples/sec Loss 3.7726 LearningRate 0.0688 Epoch: 3 Global Step: 57030 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:48,850-Speed 3329.87 samples/sec Loss 3.7701 LearningRate 0.0687 Epoch: 3 Global Step: 57040 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:51,922-Speed 3333.91 samples/sec Loss 3.7596 LearningRate 0.0687 Epoch: 3 Global Step: 57050 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:54,990-Speed 3338.59 samples/sec Loss 3.7462 LearningRate 0.0687 Epoch: 3 Global Step: 57060 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:15:58,077-Speed 3318.08 samples/sec Loss 3.8308 LearningRate 0.0687 Epoch: 3 Global Step: 57070 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:01,146-Speed 3337.35 samples/sec Loss 3.7849 LearningRate 0.0687 Epoch: 3 Global Step: 57080 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:04,275-Speed 3273.75 samples/sec Loss 3.7747 LearningRate 0.0687 Epoch: 3 Global Step: 57090 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:07,337-Speed 3345.31 samples/sec Loss 3.7781 LearningRate 0.0687 Epoch: 3 Global Step: 57100 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:10,405-Speed 3338.21 samples/sec Loss 3.7798 LearningRate 0.0687 Epoch: 3 Global Step: 57110 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:13,457-Speed 3355.05 samples/sec Loss 3.7840 LearningRate 0.0687 Epoch: 3 Global Step: 57120 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:16,531-Speed 3332.64 samples/sec Loss 3.7774 LearningRate 0.0687 Epoch: 3 Global Step: 57130 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:19,598-Speed 3338.83 samples/sec Loss 3.7739 LearningRate 0.0687 Epoch: 3 Global Step: 57140 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:22,662-Speed 3343.93 samples/sec Loss 3.7864 LearningRate 0.0687 Epoch: 3 Global Step: 57150 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:25,729-Speed 3338.97 samples/sec Loss 3.7007 LearningRate 0.0687 Epoch: 3 Global Step: 57160 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:28,796-Speed 3339.62 samples/sec Loss 3.7894 LearningRate 0.0687 Epoch: 3 Global Step: 57170 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:31,873-Speed 3328.76 samples/sec Loss 3.7531 LearningRate 0.0687 Epoch: 3 Global Step: 57180 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:34,952-Speed 3326.99 samples/sec Loss 3.8062 LearningRate 0.0687 Epoch: 3 Global Step: 57190 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:38,013-Speed 3346.15 samples/sec Loss 3.6617 LearningRate 0.0687 Epoch: 3 Global Step: 57200 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:41,091-Speed 3326.83 samples/sec Loss 3.7617 LearningRate 0.0687 Epoch: 3 Global Step: 57210 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:44,184-Speed 3311.25 samples/sec Loss 3.8237 LearningRate 0.0687 Epoch: 3 Global Step: 57220 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:16:47,268-Speed 3321.34 samples/sec Loss 3.7443 LearningRate 0.0687 Epoch: 3 Global Step: 57230 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:16:50,377-Speed 3294.70 samples/sec Loss 3.7207 LearningRate 0.0686 Epoch: 3 Global Step: 57240 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:16:53,517-Speed 3262.11 samples/sec Loss 3.6570 LearningRate 0.0686 Epoch: 3 Global Step: 57250 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:16:56,601-Speed 3321.37 samples/sec Loss 3.6903 LearningRate 0.0686 Epoch: 3 Global Step: 57260 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:16:59,662-Speed 3346.36 samples/sec Loss 3.7085 LearningRate 0.0686 Epoch: 3 Global Step: 57270 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:17:02,729-Speed 3339.07 samples/sec Loss 3.8074 LearningRate 0.0686 Epoch: 3 Global Step: 57280 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:17:05,790-Speed 3345.83 samples/sec Loss 3.7706 LearningRate 0.0686 Epoch: 3 Global Step: 57290 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:17:08,857-Speed 3339.65 samples/sec Loss 3.7229 LearningRate 0.0686 Epoch: 3 Global Step: 57300 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:17:11,924-Speed 3339.32 samples/sec Loss 3.7534 LearningRate 0.0686 Epoch: 3 Global Step: 57310 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:17:15,015-Speed 3313.28 samples/sec Loss 3.8229 LearningRate 0.0686 Epoch: 3 Global Step: 57320 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:17:18,096-Speed 3324.56 samples/sec Loss 3.7920 LearningRate 0.0686 Epoch: 3 Global Step: 57330 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:21,182-Speed 3319.70 samples/sec Loss 3.7996 LearningRate 0.0686 Epoch: 3 Global Step: 57340 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:24,257-Speed 3330.99 samples/sec Loss 3.7707 LearningRate 0.0686 Epoch: 3 Global Step: 57350 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:27,351-Speed 3310.12 samples/sec Loss 3.7039 LearningRate 0.0686 Epoch: 3 Global Step: 57360 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:30,543-Speed 3209.15 samples/sec Loss 3.7970 LearningRate 0.0686 Epoch: 3 Global Step: 57370 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:33,618-Speed 3330.52 samples/sec Loss 3.7295 LearningRate 0.0686 Epoch: 3 Global Step: 57380 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:36,688-Speed 3335.65 samples/sec Loss 3.7560 LearningRate 0.0686 Epoch: 3 Global Step: 57390 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:39,756-Speed 3338.95 samples/sec Loss 3.7259 LearningRate 0.0686 Epoch: 3 Global Step: 57400 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:42,828-Speed 3334.26 samples/sec Loss 3.7562 LearningRate 0.0686 Epoch: 3 Global Step: 57410 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:45,894-Speed 3340.92 samples/sec Loss 3.7137 LearningRate 0.0686 Epoch: 3 Global Step: 57420 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:17:49,026-Speed 3270.06 samples/sec Loss 3.7151 LearningRate 0.0686 Epoch: 3 Global Step: 57430 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:17:52,156-Speed 3273.44 samples/sec Loss 3.8194 LearningRate 0.0685 Epoch: 3 Global Step: 57440 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:17:55,258-Speed 3301.80 samples/sec Loss 3.6567 LearningRate 0.0685 Epoch: 3 Global Step: 57450 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:17:58,364-Speed 3296.92 samples/sec Loss 3.8540 LearningRate 0.0685 Epoch: 3 Global Step: 57460 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:18:01,433-Speed 3337.80 samples/sec Loss 3.7431 LearningRate 0.0685 Epoch: 3 Global Step: 57470 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:18:04,495-Speed 3345.34 samples/sec Loss 3.7448 LearningRate 0.0685 Epoch: 3 Global Step: 57480 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:18:07,572-Speed 3327.73 samples/sec Loss 3.7602 LearningRate 0.0685 Epoch: 3 Global Step: 57490 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:10,637-Speed 3342.41 samples/sec Loss 3.7167 LearningRate 0.0685 Epoch: 3 Global Step: 57500 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:13,718-Speed 3323.98 samples/sec Loss 3.6826 LearningRate 0.0685 Epoch: 3 Global Step: 57510 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:16,789-Speed 3335.80 samples/sec Loss 3.7365 LearningRate 0.0685 Epoch: 3 Global Step: 57520 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:19,866-Speed 3328.65 samples/sec Loss 3.7068 LearningRate 0.0685 Epoch: 3 Global Step: 57530 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:22,985-Speed 3283.98 samples/sec Loss 3.7481 LearningRate 0.0685 Epoch: 3 Global Step: 57540 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:26,070-Speed 3320.40 samples/sec Loss 3.7472 LearningRate 0.0685 Epoch: 3 Global Step: 57550 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:29,134-Speed 3342.57 samples/sec Loss 3.8098 LearningRate 0.0685 Epoch: 3 Global Step: 57560 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:32,200-Speed 3340.41 samples/sec Loss 3.7961 LearningRate 0.0685 Epoch: 3 Global Step: 57570 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:35,264-Speed 3342.86 samples/sec Loss 3.7181 LearningRate 0.0685 Epoch: 3 Global Step: 57580 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:38,335-Speed 3335.31 samples/sec Loss 3.8208 LearningRate 0.0685 Epoch: 3 Global Step: 57590 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:18:41,396-Speed 3346.26 samples/sec Loss 3.7492 LearningRate 0.0685 Epoch: 3 Global Step: 57600 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:44,462-Speed 3340.38 samples/sec Loss 3.6706 LearningRate 0.0685 Epoch: 3 Global Step: 57610 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:47,535-Speed 3333.69 samples/sec Loss 3.7070 LearningRate 0.0685 Epoch: 3 Global Step: 57620 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:50,598-Speed 3343.09 samples/sec Loss 3.7997 LearningRate 0.0685 Epoch: 3 Global Step: 57630 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:53,686-Speed 3317.36 samples/sec Loss 3.8231 LearningRate 0.0684 Epoch: 3 Global Step: 57640 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:56,749-Speed 3344.15 samples/sec Loss 3.7548 LearningRate 0.0684 Epoch: 3 Global Step: 57650 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:18:59,853-Speed 3298.71 samples/sec Loss 3.7330 LearningRate 0.0684 Epoch: 3 Global Step: 57660 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:19:02,917-Speed 3343.11 samples/sec Loss 3.7639 LearningRate 0.0684 Epoch: 3 Global Step: 57670 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:19:05,996-Speed 3326.33 samples/sec Loss 3.7451 LearningRate 0.0684 Epoch: 3 Global Step: 57680 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:19:09,060-Speed 3343.34 samples/sec Loss 3.7397 LearningRate 0.0684 Epoch: 3 Global Step: 57690 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:19:12,212-Speed 3249.23 samples/sec Loss 3.7658 LearningRate 0.0684 Epoch: 3 Global Step: 57700 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:15,283-Speed 3335.25 samples/sec Loss 3.7407 LearningRate 0.0684 Epoch: 3 Global Step: 57710 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:18,347-Speed 3342.65 samples/sec Loss 3.7221 LearningRate 0.0684 Epoch: 3 Global Step: 57720 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:21,426-Speed 3327.36 samples/sec Loss 3.8497 LearningRate 0.0684 Epoch: 3 Global Step: 57730 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:24,509-Speed 3321.44 samples/sec Loss 3.8356 LearningRate 0.0684 Epoch: 3 Global Step: 57740 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:27,609-Speed 3304.83 samples/sec Loss 3.7577 LearningRate 0.0684 Epoch: 3 Global Step: 57750 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:30,782-Speed 3227.54 samples/sec Loss 3.7318 LearningRate 0.0684 Epoch: 3 Global Step: 57760 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:33,857-Speed 3330.16 samples/sec Loss 3.7744 LearningRate 0.0684 Epoch: 3 Global Step: 57770 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:36,933-Speed 3329.59 samples/sec Loss 3.7663 LearningRate 0.0684 Epoch: 3 Global Step: 57780 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:40,020-Speed 3318.40 samples/sec Loss 3.7580 LearningRate 0.0684 Epoch: 3 Global Step: 57790 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:43,081-Speed 3346.07 samples/sec Loss 3.6226 LearningRate 0.0684 Epoch: 3 Global Step: 57800 Fp16 Grad Scale: 262144 Required: 29 hours Training: 2022-04-11 05:19:46,145-Speed 3342.66 samples/sec Loss 3.6823 LearningRate 0.0684 Epoch: 3 Global Step: 57810 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:49,249-Speed 3300.05 samples/sec Loss 3.7192 LearningRate 0.0684 Epoch: 3 Global Step: 57820 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:52,338-Speed 3315.54 samples/sec Loss 3.7742 LearningRate 0.0684 Epoch: 3 Global Step: 57830 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:55,403-Speed 3341.79 samples/sec Loss 3.8244 LearningRate 0.0683 Epoch: 3 Global Step: 57840 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:19:58,485-Speed 3323.13 samples/sec Loss 3.7380 LearningRate 0.0683 Epoch: 3 Global Step: 57850 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:01,550-Speed 3341.57 samples/sec Loss 3.7793 LearningRate 0.0683 Epoch: 3 Global Step: 57860 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:04,626-Speed 3331.25 samples/sec Loss 3.7287 LearningRate 0.0683 Epoch: 3 Global Step: 57870 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:07,690-Speed 3342.70 samples/sec Loss 3.7161 LearningRate 0.0683 Epoch: 3 Global Step: 57880 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:10,754-Speed 3342.51 samples/sec Loss 3.7669 LearningRate 0.0683 Epoch: 3 Global Step: 57890 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:13,815-Speed 3346.50 samples/sec Loss 3.7513 LearningRate 0.0683 Epoch: 3 Global Step: 57900 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:16,877-Speed 3344.89 samples/sec Loss 3.7355 LearningRate 0.0683 Epoch: 3 Global Step: 57910 Fp16 Grad Scale: 262144 Required: 29 hours Training: 2022-04-11 05:20:19,931-Speed 3353.17 samples/sec Loss 3.7229 LearningRate 0.0683 Epoch: 3 Global Step: 57920 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:23,002-Speed 3335.65 samples/sec Loss 3.7340 LearningRate 0.0683 Epoch: 3 Global Step: 57930 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:20:26,051-Speed 3358.77 samples/sec Loss 3.7220 LearningRate 0.0683 Epoch: 3 Global Step: 57940 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:20:29,113-Speed 3345.25 samples/sec Loss 3.6749 LearningRate 0.0683 Epoch: 3 Global Step: 57950 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:20:32,197-Speed 3321.97 samples/sec Loss 3.6875 LearningRate 0.0683 Epoch: 3 Global Step: 57960 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:20:35,262-Speed 3341.55 samples/sec Loss 3.6724 LearningRate 0.0683 Epoch: 3 Global Step: 57970 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:20:38,369-Speed 3296.56 samples/sec Loss 3.7518 LearningRate 0.0683 Epoch: 3 Global Step: 57980 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:20:41,434-Speed 3341.27 samples/sec Loss 3.6814 LearningRate 0.0683 Epoch: 3 Global Step: 57990 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:20:44,516-Speed 3323.82 samples/sec Loss 3.6528 LearningRate 0.0683 Epoch: 3 Global Step: 58000 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:21:28,204-[lfw][58000]XNorm: 20.401003 Training: 2022-04-11 05:21:28,205-[lfw][58000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 05:21:28,205-[lfw][58000]Accuracy-Highest: 0.99800 Training: 2022-04-11 05:22:18,861-[cfp_fp][58000]XNorm: 18.769944 Training: 2022-04-11 05:22:18,861-[cfp_fp][58000]Accuracy-Flip: 0.98271+-0.00634 Training: 2022-04-11 05:22:18,862-[cfp_fp][58000]Accuracy-Highest: 0.98300 Training: 2022-04-11 05:23:02,496-[agedb_30][58000]XNorm: 20.396007 Training: 2022-04-11 05:23:02,497-[agedb_30][58000]Accuracy-Flip: 0.97967+-0.00888 Training: 2022-04-11 05:23:02,497-[agedb_30][58000]Accuracy-Highest: 0.98100 Training: 2022-04-11 05:23:05,586-Speed 72.59 samples/sec Loss 3.6963 LearningRate 0.0683 Epoch: 3 Global Step: 58010 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:23:08,634-Speed 3359.96 samples/sec Loss 3.7708 LearningRate 0.0683 Epoch: 3 Global Step: 58020 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:23:11,701-Speed 3340.14 samples/sec Loss 3.7612 LearningRate 0.0683 Epoch: 3 Global Step: 58030 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:23:14,751-Speed 3358.14 samples/sec Loss 3.7288 LearningRate 0.0682 Epoch: 3 Global Step: 58040 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:17,822-Speed 3335.35 samples/sec Loss 3.7038 LearningRate 0.0682 Epoch: 3 Global Step: 58050 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:20,904-Speed 3322.59 samples/sec Loss 3.7473 LearningRate 0.0682 Epoch: 3 Global Step: 58060 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:23,967-Speed 3344.12 samples/sec Loss 3.8115 LearningRate 0.0682 Epoch: 3 Global Step: 58070 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:27,027-Speed 3346.81 samples/sec Loss 3.8280 LearningRate 0.0682 Epoch: 3 Global Step: 58080 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:30,078-Speed 3357.05 samples/sec Loss 3.7709 LearningRate 0.0682 Epoch: 3 Global Step: 58090 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:33,131-Speed 3355.17 samples/sec Loss 3.8605 LearningRate 0.0682 Epoch: 3 Global Step: 58100 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:36,184-Speed 3354.79 samples/sec Loss 3.8018 LearningRate 0.0682 Epoch: 3 Global Step: 58110 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:39,240-Speed 3351.68 samples/sec Loss 3.7608 LearningRate 0.0682 Epoch: 3 Global Step: 58120 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:42,314-Speed 3331.77 samples/sec Loss 3.7054 LearningRate 0.0682 Epoch: 3 Global Step: 58130 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:45,364-Speed 3358.23 samples/sec Loss 3.7492 LearningRate 0.0682 Epoch: 3 Global Step: 58140 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:48,476-Speed 3291.78 samples/sec Loss 3.6888 LearningRate 0.0682 Epoch: 3 Global Step: 58150 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:51,535-Speed 3347.69 samples/sec Loss 3.7731 LearningRate 0.0682 Epoch: 3 Global Step: 58160 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:54,607-Speed 3334.46 samples/sec Loss 3.6665 LearningRate 0.0682 Epoch: 3 Global Step: 58170 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:23:57,667-Speed 3347.69 samples/sec Loss 3.7344 LearningRate 0.0682 Epoch: 3 Global Step: 58180 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:00,773-Speed 3297.39 samples/sec Loss 3.7491 LearningRate 0.0682 Epoch: 3 Global Step: 58190 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:03,832-Speed 3347.88 samples/sec Loss 3.8331 LearningRate 0.0682 Epoch: 3 Global Step: 58200 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:06,897-Speed 3341.71 samples/sec Loss 3.6821 LearningRate 0.0682 Epoch: 3 Global Step: 58210 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:09,958-Speed 3345.97 samples/sec Loss 3.7957 LearningRate 0.0682 Epoch: 3 Global Step: 58220 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:13,037-Speed 3326.38 samples/sec Loss 3.8136 LearningRate 0.0682 Epoch: 3 Global Step: 58230 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:16,113-Speed 3329.85 samples/sec Loss 3.7289 LearningRate 0.0682 Epoch: 3 Global Step: 58240 Fp16 Grad Scale: 262144 Required: 29 hours Training: 2022-04-11 05:24:19,168-Speed 3352.71 samples/sec Loss 3.6913 LearningRate 0.0681 Epoch: 3 Global Step: 58250 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:22,229-Speed 3345.86 samples/sec Loss 3.7213 LearningRate 0.0681 Epoch: 3 Global Step: 58260 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:25,307-Speed 3327.33 samples/sec Loss 3.7133 LearningRate 0.0681 Epoch: 3 Global Step: 58270 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:28,372-Speed 3342.47 samples/sec Loss 3.7316 LearningRate 0.0681 Epoch: 3 Global Step: 58280 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:31,451-Speed 3326.09 samples/sec Loss 3.7421 LearningRate 0.0681 Epoch: 3 Global Step: 58290 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:24:34,514-Speed 3344.60 samples/sec Loss 3.7518 LearningRate 0.0681 Epoch: 3 Global Step: 58300 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:37,592-Speed 3327.41 samples/sec Loss 3.8320 LearningRate 0.0681 Epoch: 3 Global Step: 58310 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:40,651-Speed 3348.19 samples/sec Loss 3.7672 LearningRate 0.0681 Epoch: 3 Global Step: 58320 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:43,709-Speed 3348.97 samples/sec Loss 3.7288 LearningRate 0.0681 Epoch: 3 Global Step: 58330 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:46,782-Speed 3332.87 samples/sec Loss 3.8251 LearningRate 0.0681 Epoch: 3 Global Step: 58340 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:49,853-Speed 3335.11 samples/sec Loss 3.7552 LearningRate 0.0681 Epoch: 3 Global Step: 58350 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:53,036-Speed 3218.33 samples/sec Loss 3.7227 LearningRate 0.0681 Epoch: 3 Global Step: 58360 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:56,108-Speed 3333.54 samples/sec Loss 3.6832 LearningRate 0.0681 Epoch: 3 Global Step: 58370 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:24:59,162-Speed 3355.42 samples/sec Loss 3.7881 LearningRate 0.0681 Epoch: 3 Global Step: 58380 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:02,229-Speed 3338.65 samples/sec Loss 3.7815 LearningRate 0.0681 Epoch: 3 Global Step: 58390 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:05,342-Speed 3290.62 samples/sec Loss 3.7120 LearningRate 0.0681 Epoch: 3 Global Step: 58400 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:25:08,434-Speed 3312.60 samples/sec Loss 3.7412 LearningRate 0.0681 Epoch: 3 Global Step: 58410 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:25:11,487-Speed 3354.84 samples/sec Loss 3.7947 LearningRate 0.0681 Epoch: 3 Global Step: 58420 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:25:14,541-Speed 3353.91 samples/sec Loss 3.8735 LearningRate 0.0681 Epoch: 3 Global Step: 58430 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:25:17,600-Speed 3349.51 samples/sec Loss 3.7400 LearningRate 0.0681 Epoch: 3 Global Step: 58440 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:25:20,658-Speed 3348.57 samples/sec Loss 3.8062 LearningRate 0.0680 Epoch: 3 Global Step: 58450 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:25:23,718-Speed 3347.95 samples/sec Loss 3.6681 LearningRate 0.0680 Epoch: 3 Global Step: 58460 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:25:26,763-Speed 3363.44 samples/sec Loss 3.7055 LearningRate 0.0680 Epoch: 3 Global Step: 58470 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:29,830-Speed 3340.41 samples/sec Loss 3.7151 LearningRate 0.0680 Epoch: 3 Global Step: 58480 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:32,944-Speed 3288.77 samples/sec Loss 3.6877 LearningRate 0.0680 Epoch: 3 Global Step: 58490 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:36,027-Speed 3321.33 samples/sec Loss 3.7045 LearningRate 0.0680 Epoch: 3 Global Step: 58500 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:39,093-Speed 3341.02 samples/sec Loss 3.7034 LearningRate 0.0680 Epoch: 3 Global Step: 58510 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:42,152-Speed 3348.08 samples/sec Loss 3.6576 LearningRate 0.0680 Epoch: 3 Global Step: 58520 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:45,235-Speed 3322.56 samples/sec Loss 3.7820 LearningRate 0.0680 Epoch: 3 Global Step: 58530 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:48,378-Speed 3259.01 samples/sec Loss 3.7309 LearningRate 0.0680 Epoch: 3 Global Step: 58540 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:51,493-Speed 3288.41 samples/sec Loss 3.6864 LearningRate 0.0680 Epoch: 3 Global Step: 58550 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:54,555-Speed 3344.20 samples/sec Loss 3.7361 LearningRate 0.0680 Epoch: 3 Global Step: 58560 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:25:57,615-Speed 3347.47 samples/sec Loss 3.7208 LearningRate 0.0680 Epoch: 3 Global Step: 58570 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:26:00,747-Speed 3270.70 samples/sec Loss 3.7426 LearningRate 0.0680 Epoch: 3 Global Step: 58580 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:26:03,865-Speed 3284.69 samples/sec Loss 3.7831 LearningRate 0.0680 Epoch: 3 Global Step: 58590 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:26:06,933-Speed 3337.93 samples/sec Loss 3.7419 LearningRate 0.0680 Epoch: 3 Global Step: 58600 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:26:10,069-Speed 3265.89 samples/sec Loss 3.7688 LearningRate 0.0680 Epoch: 3 Global Step: 58610 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:26:13,111-Speed 3367.33 samples/sec Loss 3.6808 LearningRate 0.0680 Epoch: 3 Global Step: 58620 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:16,209-Speed 3306.85 samples/sec Loss 3.6751 LearningRate 0.0680 Epoch: 3 Global Step: 58630 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:19,317-Speed 3295.25 samples/sec Loss 3.7604 LearningRate 0.0680 Epoch: 3 Global Step: 58640 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:22,399-Speed 3323.60 samples/sec Loss 3.8193 LearningRate 0.0679 Epoch: 3 Global Step: 58650 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:25,495-Speed 3307.44 samples/sec Loss 3.7164 LearningRate 0.0679 Epoch: 3 Global Step: 58660 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:28,565-Speed 3336.83 samples/sec Loss 3.7064 LearningRate 0.0679 Epoch: 3 Global Step: 58670 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:31,702-Speed 3264.38 samples/sec Loss 3.8239 LearningRate 0.0679 Epoch: 3 Global Step: 58680 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:34,801-Speed 3305.97 samples/sec Loss 3.7732 LearningRate 0.0679 Epoch: 3 Global Step: 58690 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:37,909-Speed 3294.86 samples/sec Loss 3.7232 LearningRate 0.0679 Epoch: 3 Global Step: 58700 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:41,030-Speed 3282.10 samples/sec Loss 3.8173 LearningRate 0.0679 Epoch: 3 Global Step: 58710 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:26:44,114-Speed 3321.07 samples/sec Loss 3.7170 LearningRate 0.0679 Epoch: 3 Global Step: 58720 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:26:47,202-Speed 3316.99 samples/sec Loss 3.7048 LearningRate 0.0679 Epoch: 3 Global Step: 58730 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:26:50,311-Speed 3294.95 samples/sec Loss 3.6468 LearningRate 0.0679 Epoch: 3 Global Step: 58740 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:26:53,479-Speed 3232.32 samples/sec Loss 3.7556 LearningRate 0.0679 Epoch: 3 Global Step: 58750 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:26:56,612-Speed 3268.86 samples/sec Loss 3.7268 LearningRate 0.0679 Epoch: 3 Global Step: 58760 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:26:59,672-Speed 3347.37 samples/sec Loss 3.8198 LearningRate 0.0679 Epoch: 3 Global Step: 58770 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:02,744-Speed 3334.51 samples/sec Loss 3.6985 LearningRate 0.0679 Epoch: 3 Global Step: 58780 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:05,830-Speed 3318.46 samples/sec Loss 3.6799 LearningRate 0.0679 Epoch: 3 Global Step: 58790 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:08,907-Speed 3328.92 samples/sec Loss 3.8097 LearningRate 0.0679 Epoch: 3 Global Step: 58800 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:11,978-Speed 3335.38 samples/sec Loss 3.7607 LearningRate 0.0679 Epoch: 3 Global Step: 58810 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:15,052-Speed 3332.43 samples/sec Loss 3.7284 LearningRate 0.0679 Epoch: 3 Global Step: 58820 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:27:18,127-Speed 3330.06 samples/sec Loss 3.7172 LearningRate 0.0679 Epoch: 3 Global Step: 58830 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:27:21,216-Speed 3316.41 samples/sec Loss 3.6552 LearningRate 0.0679 Epoch: 3 Global Step: 58840 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:27:24,363-Speed 3254.26 samples/sec Loss 3.7050 LearningRate 0.0678 Epoch: 3 Global Step: 58850 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:27:27,479-Speed 3286.96 samples/sec Loss 3.7390 LearningRate 0.0678 Epoch: 3 Global Step: 58860 Fp16 Grad Scale: 131072 Required: 29 hours Training: 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05:27:49,028-Speed 3341.38 samples/sec Loss 3.7123 LearningRate 0.0678 Epoch: 3 Global Step: 58930 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:52,102-Speed 3331.36 samples/sec Loss 3.7749 LearningRate 0.0678 Epoch: 3 Global Step: 58940 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:55,220-Speed 3284.97 samples/sec Loss 3.7185 LearningRate 0.0678 Epoch: 3 Global Step: 58950 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:27:58,293-Speed 3333.36 samples/sec Loss 3.6937 LearningRate 0.0678 Epoch: 3 Global Step: 58960 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:28:01,366-Speed 3332.63 samples/sec Loss 3.6681 LearningRate 0.0678 Epoch: 3 Global Step: 58970 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:28:04,433-Speed 3339.45 samples/sec Loss 3.6558 LearningRate 0.0678 Epoch: 3 Global Step: 58980 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:28:07,502-Speed 3337.66 samples/sec Loss 3.7643 LearningRate 0.0678 Epoch: 3 Global Step: 58990 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:10,578-Speed 3330.19 samples/sec Loss 3.7302 LearningRate 0.0678 Epoch: 3 Global Step: 59000 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:13,660-Speed 3323.38 samples/sec Loss 3.7698 LearningRate 0.0678 Epoch: 3 Global Step: 59010 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:16,723-Speed 3342.92 samples/sec Loss 3.7372 LearningRate 0.0678 Epoch: 3 Global Step: 59020 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:19,787-Speed 3343.78 samples/sec Loss 3.7026 LearningRate 0.0678 Epoch: 3 Global Step: 59030 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:22,919-Speed 3269.56 samples/sec Loss 3.8337 LearningRate 0.0678 Epoch: 3 Global Step: 59040 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:26,045-Speed 3276.94 samples/sec Loss 3.6774 LearningRate 0.0678 Epoch: 3 Global Step: 59050 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:29,109-Speed 3343.52 samples/sec Loss 3.8297 LearningRate 0.0677 Epoch: 3 Global Step: 59060 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:32,186-Speed 3328.71 samples/sec Loss 3.7215 LearningRate 0.0677 Epoch: 3 Global Step: 59070 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:35,251-Speed 3341.53 samples/sec Loss 3.6908 LearningRate 0.0677 Epoch: 3 Global Step: 59080 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:38,323-Speed 3335.07 samples/sec Loss 3.8356 LearningRate 0.0677 Epoch: 3 Global Step: 59090 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:41,469-Speed 3255.60 samples/sec Loss 3.6865 LearningRate 0.0677 Epoch: 3 Global Step: 59100 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:44,591-Speed 3280.35 samples/sec Loss 3.7057 LearningRate 0.0677 Epoch: 3 Global Step: 59110 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:47,663-Speed 3334.22 samples/sec Loss 3.7261 LearningRate 0.0677 Epoch: 3 Global Step: 59120 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:50,730-Speed 3339.59 samples/sec Loss 3.7734 LearningRate 0.0677 Epoch: 3 Global Step: 59130 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:53,836-Speed 3296.85 samples/sec Loss 3.6540 LearningRate 0.0677 Epoch: 3 Global Step: 59140 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:28:56,931-Speed 3309.75 samples/sec Loss 3.7254 LearningRate 0.0677 Epoch: 3 Global Step: 59150 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:00,059-Speed 3274.47 samples/sec Loss 3.7057 LearningRate 0.0677 Epoch: 3 Global Step: 59160 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:03,129-Speed 3336.68 samples/sec Loss 3.7443 LearningRate 0.0677 Epoch: 3 Global Step: 59170 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:06,203-Speed 3331.27 samples/sec Loss 3.7205 LearningRate 0.0677 Epoch: 3 Global Step: 59180 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:09,266-Speed 3344.19 samples/sec Loss 3.7897 LearningRate 0.0677 Epoch: 3 Global Step: 59190 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:12,329-Speed 3344.25 samples/sec Loss 3.7320 LearningRate 0.0677 Epoch: 3 Global Step: 59200 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:15,425-Speed 3308.13 samples/sec Loss 3.7997 LearningRate 0.0677 Epoch: 3 Global Step: 59210 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:18,501-Speed 3329.72 samples/sec Loss 3.7220 LearningRate 0.0677 Epoch: 3 Global Step: 59220 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:21,566-Speed 3342.19 samples/sec Loss 3.7288 LearningRate 0.0677 Epoch: 3 Global Step: 59230 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:24,634-Speed 3338.75 samples/sec Loss 3.7126 LearningRate 0.0677 Epoch: 3 Global Step: 59240 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:27,696-Speed 3344.53 samples/sec Loss 3.7253 LearningRate 0.0677 Epoch: 3 Global Step: 59250 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:30,765-Speed 3337.61 samples/sec Loss 3.6995 LearningRate 0.0676 Epoch: 3 Global Step: 59260 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:33,830-Speed 3341.07 samples/sec Loss 3.8025 LearningRate 0.0676 Epoch: 3 Global Step: 59270 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:36,905-Speed 3331.51 samples/sec Loss 3.7914 LearningRate 0.0676 Epoch: 3 Global Step: 59280 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:39,995-Speed 3314.34 samples/sec Loss 3.6980 LearningRate 0.0676 Epoch: 3 Global Step: 59290 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:43,066-Speed 3335.29 samples/sec Loss 3.6705 LearningRate 0.0676 Epoch: 3 Global Step: 59300 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:46,145-Speed 3326.79 samples/sec Loss 3.7156 LearningRate 0.0676 Epoch: 3 Global Step: 59310 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:49,295-Speed 3251.46 samples/sec Loss 3.7117 LearningRate 0.0676 Epoch: 3 Global Step: 59320 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:52,373-Speed 3327.16 samples/sec Loss 3.7559 LearningRate 0.0676 Epoch: 3 Global Step: 59330 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:55,444-Speed 3336.13 samples/sec Loss 3.7365 LearningRate 0.0676 Epoch: 3 Global Step: 59340 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:29:58,510-Speed 3339.91 samples/sec Loss 3.7199 LearningRate 0.0676 Epoch: 3 Global Step: 59350 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:01,577-Speed 3339.72 samples/sec Loss 3.7117 LearningRate 0.0676 Epoch: 3 Global Step: 59360 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:04,643-Speed 3340.95 samples/sec Loss 3.6452 LearningRate 0.0676 Epoch: 3 Global Step: 59370 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:07,705-Speed 3344.65 samples/sec Loss 3.7024 LearningRate 0.0676 Epoch: 3 Global Step: 59380 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:10,779-Speed 3331.71 samples/sec Loss 3.7436 LearningRate 0.0676 Epoch: 3 Global Step: 59390 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:14,009-Speed 3171.53 samples/sec Loss 3.7216 LearningRate 0.0676 Epoch: 3 Global Step: 59400 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:17,286-Speed 3125.09 samples/sec Loss 3.7095 LearningRate 0.0676 Epoch: 3 Global Step: 59410 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:20,368-Speed 3323.84 samples/sec Loss 3.6599 LearningRate 0.0676 Epoch: 3 Global Step: 59420 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:23,482-Speed 3289.51 samples/sec Loss 3.7397 LearningRate 0.0676 Epoch: 3 Global Step: 59430 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:26,550-Speed 3338.18 samples/sec Loss 3.7769 LearningRate 0.0676 Epoch: 3 Global Step: 59440 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:29,641-Speed 3314.09 samples/sec Loss 3.7839 LearningRate 0.0676 Epoch: 3 Global Step: 59450 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:32,704-Speed 3342.81 samples/sec Loss 3.6729 LearningRate 0.0675 Epoch: 3 Global Step: 59460 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:35,773-Speed 3337.29 samples/sec Loss 3.7150 LearningRate 0.0675 Epoch: 3 Global Step: 59470 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:38,848-Speed 3331.79 samples/sec Loss 3.6403 LearningRate 0.0675 Epoch: 3 Global Step: 59480 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:41,929-Speed 3324.14 samples/sec Loss 3.6920 LearningRate 0.0675 Epoch: 3 Global Step: 59490 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:45,006-Speed 3329.04 samples/sec Loss 3.8008 LearningRate 0.0675 Epoch: 3 Global Step: 59500 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:48,109-Speed 3300.56 samples/sec Loss 3.8344 LearningRate 0.0675 Epoch: 3 Global Step: 59510 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:30:51,294-Speed 3215.88 samples/sec Loss 3.6614 LearningRate 0.0675 Epoch: 3 Global Step: 59520 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:54,374-Speed 3325.38 samples/sec Loss 3.7437 LearningRate 0.0675 Epoch: 3 Global Step: 59530 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:30:57,472-Speed 3306.04 samples/sec Loss 3.6836 LearningRate 0.0675 Epoch: 3 Global Step: 59540 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:00,544-Speed 3334.19 samples/sec Loss 3.7578 LearningRate 0.0675 Epoch: 3 Global Step: 59550 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:03,615-Speed 3334.87 samples/sec Loss 3.6958 LearningRate 0.0675 Epoch: 3 Global Step: 59560 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:06,758-Speed 3258.96 samples/sec Loss 3.7017 LearningRate 0.0675 Epoch: 3 Global Step: 59570 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:09,843-Speed 3320.09 samples/sec Loss 3.7780 LearningRate 0.0675 Epoch: 3 Global Step: 59580 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:12,980-Speed 3265.68 samples/sec Loss 3.6862 LearningRate 0.0675 Epoch: 3 Global Step: 59590 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:16,124-Speed 3257.79 samples/sec Loss 3.7628 LearningRate 0.0675 Epoch: 3 Global Step: 59600 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:19,222-Speed 3305.20 samples/sec Loss 3.7603 LearningRate 0.0675 Epoch: 3 Global Step: 59610 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:22,361-Speed 3263.73 samples/sec Loss 3.6138 LearningRate 0.0675 Epoch: 3 Global Step: 59620 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:25,445-Speed 3321.57 samples/sec Loss 3.7245 LearningRate 0.0675 Epoch: 3 Global Step: 59630 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:31:28,508-Speed 3343.55 samples/sec Loss 3.6461 LearningRate 0.0675 Epoch: 3 Global Step: 59640 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:31:31,596-Speed 3316.89 samples/sec Loss 3.7891 LearningRate 0.0675 Epoch: 3 Global Step: 59650 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:31:34,662-Speed 3340.87 samples/sec Loss 3.7072 LearningRate 0.0675 Epoch: 3 Global Step: 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Required: 29 hours Training: 2022-04-11 05:31:56,157-Speed 3336.85 samples/sec Loss 3.6083 LearningRate 0.0674 Epoch: 3 Global Step: 59730 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:31:59,219-Speed 3344.18 samples/sec Loss 3.6342 LearningRate 0.0674 Epoch: 3 Global Step: 59740 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:02,286-Speed 3339.79 samples/sec Loss 3.7256 LearningRate 0.0674 Epoch: 3 Global Step: 59750 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:05,355-Speed 3337.66 samples/sec Loss 3.7104 LearningRate 0.0674 Epoch: 3 Global Step: 59760 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:08,417-Speed 3345.12 samples/sec Loss 3.7396 LearningRate 0.0674 Epoch: 3 Global Step: 59770 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:11,519-Speed 3302.24 samples/sec Loss 3.7124 LearningRate 0.0674 Epoch: 3 Global Step: 59780 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:14,570-Speed 3356.75 samples/sec Loss 3.7775 LearningRate 0.0674 Epoch: 3 Global Step: 59790 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:17,638-Speed 3338.80 samples/sec Loss 3.6736 LearningRate 0.0674 Epoch: 3 Global Step: 59800 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:20,717-Speed 3326.69 samples/sec Loss 3.6777 LearningRate 0.0674 Epoch: 3 Global Step: 59810 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:23,802-Speed 3319.22 samples/sec Loss 3.7188 LearningRate 0.0674 Epoch: 3 Global Step: 59820 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:26,867-Speed 3342.10 samples/sec Loss 3.7145 LearningRate 0.0674 Epoch: 3 Global Step: 59830 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:29,994-Speed 3275.64 samples/sec Loss 3.6568 LearningRate 0.0674 Epoch: 3 Global Step: 59840 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:33,136-Speed 3259.62 samples/sec Loss 3.7759 LearningRate 0.0674 Epoch: 3 Global Step: 59850 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:36,203-Speed 3340.28 samples/sec Loss 3.7418 LearningRate 0.0674 Epoch: 3 Global Step: 59860 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:39,271-Speed 3337.75 samples/sec Loss 3.7072 LearningRate 0.0673 Epoch: 3 Global Step: 59870 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:42,335-Speed 3342.70 samples/sec Loss 3.6922 LearningRate 0.0673 Epoch: 3 Global Step: 59880 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:32:45,413-Speed 3328.06 samples/sec Loss 3.6907 LearningRate 0.0673 Epoch: 3 Global Step: 59890 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:48,476-Speed 3343.68 samples/sec Loss 3.6583 LearningRate 0.0673 Epoch: 3 Global Step: 59900 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:51,542-Speed 3340.94 samples/sec Loss 3.7307 LearningRate 0.0673 Epoch: 3 Global Step: 59910 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:54,614-Speed 3333.70 samples/sec Loss 3.7244 LearningRate 0.0673 Epoch: 3 Global Step: 59920 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:32:57,683-Speed 3338.09 samples/sec Loss 3.7207 LearningRate 0.0673 Epoch: 3 Global Step: 59930 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:33:00,757-Speed 3332.13 samples/sec Loss 3.7164 LearningRate 0.0673 Epoch: 3 Global Step: 59940 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:33:03,890-Speed 3269.13 samples/sec Loss 3.7647 LearningRate 0.0673 Epoch: 3 Global Step: 59950 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:33:07,107-Speed 3184.47 samples/sec Loss 3.7373 LearningRate 0.0673 Epoch: 3 Global Step: 59960 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:33:10,200-Speed 3310.68 samples/sec Loss 3.8015 LearningRate 0.0673 Epoch: 3 Global Step: 59970 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:33:13,279-Speed 3327.32 samples/sec Loss 3.7342 LearningRate 0.0673 Epoch: 3 Global Step: 59980 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:33:16,336-Speed 3350.01 samples/sec Loss 3.7340 LearningRate 0.0673 Epoch: 3 Global Step: 59990 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:33:19,401-Speed 3341.89 samples/sec Loss 3.6236 LearningRate 0.0673 Epoch: 3 Global Step: 60000 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:34:03,939-[lfw][60000]XNorm: 22.256462 Training: 2022-04-11 05:34:03,940-[lfw][60000]Accuracy-Flip: 0.99767+-0.00300 Training: 2022-04-11 05:34:03,940-[lfw][60000]Accuracy-Highest: 0.99800 Training: 2022-04-11 05:34:55,921-[cfp_fp][60000]XNorm: 20.752711 Training: 2022-04-11 05:34:55,922-[cfp_fp][60000]Accuracy-Flip: 0.98414+-0.00621 Training: 2022-04-11 05:34:55,922-[cfp_fp][60000]Accuracy-Highest: 0.98414 Training: 2022-04-11 05:35:40,176-[agedb_30][60000]XNorm: 22.088436 Training: 2022-04-11 05:35:40,177-[agedb_30][60000]Accuracy-Flip: 0.98017+-0.00867 Training: 2022-04-11 05:35:40,177-[agedb_30][60000]Accuracy-Highest: 0.98100 Training: 2022-04-11 05:35:43,243-Speed 71.19 samples/sec Loss 3.6796 LearningRate 0.0673 Epoch: 3 Global Step: 60010 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:35:46,288-Speed 3362.74 samples/sec Loss 3.6490 LearningRate 0.0673 Epoch: 3 Global Step: 60020 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:35:49,351-Speed 3344.12 samples/sec Loss 3.6974 LearningRate 0.0673 Epoch: 3 Global Step: 60030 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:35:52,404-Speed 3355.07 samples/sec Loss 3.7389 LearningRate 0.0673 Epoch: 3 Global Step: 60040 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:35:55,445-Speed 3368.48 samples/sec Loss 3.6447 LearningRate 0.0673 Epoch: 3 Global Step: 60050 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:35:58,503-Speed 3349.61 samples/sec Loss 3.7179 LearningRate 0.0673 Epoch: 3 Global Step: 60060 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:01,565-Speed 3345.15 samples/sec Loss 3.8119 LearningRate 0.0672 Epoch: 3 Global Step: 60070 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:04,622-Speed 3350.56 samples/sec Loss 3.5844 LearningRate 0.0672 Epoch: 3 Global Step: 60080 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:07,679-Speed 3349.69 samples/sec Loss 3.7505 LearningRate 0.0672 Epoch: 3 Global Step: 60090 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:10,734-Speed 3352.73 samples/sec Loss 3.6022 LearningRate 0.0672 Epoch: 3 Global Step: 60100 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:13,790-Speed 3351.82 samples/sec Loss 3.7557 LearningRate 0.0672 Epoch: 3 Global Step: 60110 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:16,972-Speed 3218.25 samples/sec Loss 3.5645 LearningRate 0.0672 Epoch: 3 Global Step: 60120 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:20,053-Speed 3325.04 samples/sec Loss 3.6423 LearningRate 0.0672 Epoch: 3 Global Step: 60130 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:23,117-Speed 3342.25 samples/sec Loss 3.6796 LearningRate 0.0672 Epoch: 3 Global Step: 60140 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:36:26,180-Speed 3344.48 samples/sec Loss 3.6032 LearningRate 0.0672 Epoch: 3 Global Step: 60150 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:29,264-Speed 3321.42 samples/sec Loss 3.6596 LearningRate 0.0672 Epoch: 3 Global Step: 60160 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:32,332-Speed 3338.28 samples/sec Loss 3.6766 LearningRate 0.0672 Epoch: 3 Global Step: 60170 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:35,402-Speed 3336.77 samples/sec Loss 3.7372 LearningRate 0.0672 Epoch: 3 Global Step: 60180 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:38,518-Speed 3286.72 samples/sec Loss 3.7038 LearningRate 0.0672 Epoch: 3 Global Step: 60190 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:41,714-Speed 3204.85 samples/sec Loss 3.6882 LearningRate 0.0672 Epoch: 3 Global Step: 60200 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:44,824-Speed 3292.89 samples/sec Loss 3.7025 LearningRate 0.0672 Epoch: 3 Global Step: 60210 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:47,896-Speed 3334.73 samples/sec Loss 3.6521 LearningRate 0.0672 Epoch: 3 Global Step: 60220 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:50,965-Speed 3337.54 samples/sec Loss 3.6782 LearningRate 0.0672 Epoch: 3 Global Step: 60230 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:54,039-Speed 3332.72 samples/sec Loss 3.7352 LearningRate 0.0672 Epoch: 3 Global Step: 60240 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:36:57,091-Speed 3356.27 samples/sec Loss 3.7120 LearningRate 0.0672 Epoch: 3 Global Step: 60250 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:00,160-Speed 3336.91 samples/sec Loss 3.6738 LearningRate 0.0672 Epoch: 3 Global Step: 60260 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:03,230-Speed 3335.97 samples/sec Loss 3.6976 LearningRate 0.0672 Epoch: 3 Global Step: 60270 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:06,323-Speed 3311.66 samples/sec Loss 3.7018 LearningRate 0.0671 Epoch: 3 Global Step: 60280 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:09,398-Speed 3330.80 samples/sec Loss 3.6665 LearningRate 0.0671 Epoch: 3 Global Step: 60290 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:12,481-Speed 3321.83 samples/sec Loss 3.6165 LearningRate 0.0671 Epoch: 3 Global Step: 60300 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:15,543-Speed 3345.62 samples/sec Loss 3.6391 LearningRate 0.0671 Epoch: 3 Global Step: 60310 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:18,613-Speed 3337.00 samples/sec Loss 3.6111 LearningRate 0.0671 Epoch: 3 Global Step: 60320 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:21,684-Speed 3335.08 samples/sec Loss 3.6602 LearningRate 0.0671 Epoch: 3 Global Step: 60330 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:24,745-Speed 3346.83 samples/sec Loss 3.6458 LearningRate 0.0671 Epoch: 3 Global Step: 60340 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:27,855-Speed 3292.88 samples/sec Loss 3.7948 LearningRate 0.0671 Epoch: 3 Global Step: 60350 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:30,986-Speed 3271.35 samples/sec Loss 3.6349 LearningRate 0.0671 Epoch: 3 Global Step: 60360 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:34,047-Speed 3346.10 samples/sec Loss 3.7292 LearningRate 0.0671 Epoch: 3 Global Step: 60370 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:37,150-Speed 3301.33 samples/sec Loss 3.5960 LearningRate 0.0671 Epoch: 3 Global Step: 60380 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:40,220-Speed 3335.88 samples/sec Loss 3.6977 LearningRate 0.0671 Epoch: 3 Global Step: 60390 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:43,280-Speed 3347.17 samples/sec Loss 3.6997 LearningRate 0.0671 Epoch: 3 Global Step: 60400 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:46,350-Speed 3335.74 samples/sec Loss 3.7150 LearningRate 0.0671 Epoch: 3 Global Step: 60410 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:49,444-Speed 3310.68 samples/sec Loss 3.6845 LearningRate 0.0671 Epoch: 3 Global Step: 60420 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:52,508-Speed 3343.43 samples/sec Loss 3.7386 LearningRate 0.0671 Epoch: 3 Global Step: 60430 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:37:55,602-Speed 3310.75 samples/sec Loss 3.6451 LearningRate 0.0671 Epoch: 3 Global Step: 60440 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:37:58,661-Speed 3347.94 samples/sec Loss 3.6321 LearningRate 0.0671 Epoch: 3 Global Step: 60450 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:01,718-Speed 3350.94 samples/sec Loss 3.7279 LearningRate 0.0671 Epoch: 3 Global Step: 60460 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:04,786-Speed 3338.38 samples/sec Loss 3.6814 LearningRate 0.0671 Epoch: 3 Global Step: 60470 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:07,865-Speed 3326.88 samples/sec Loss 3.6337 LearningRate 0.0670 Epoch: 3 Global Step: 60480 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:10,924-Speed 3347.52 samples/sec Loss 3.7210 LearningRate 0.0670 Epoch: 3 Global Step: 60490 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:14,013-Speed 3316.09 samples/sec Loss 3.6797 LearningRate 0.0670 Epoch: 3 Global Step: 60500 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:17,093-Speed 3325.35 samples/sec Loss 3.6670 LearningRate 0.0670 Epoch: 3 Global Step: 60510 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:20,153-Speed 3347.31 samples/sec Loss 3.6844 LearningRate 0.0670 Epoch: 3 Global Step: 60520 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:23,218-Speed 3342.03 samples/sec Loss 3.6887 LearningRate 0.0670 Epoch: 3 Global Step: 60530 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:38:26,285-Speed 3339.72 samples/sec Loss 3.6491 LearningRate 0.0670 Epoch: 3 Global Step: 60540 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:29,362-Speed 3328.52 samples/sec Loss 3.6868 LearningRate 0.0670 Epoch: 3 Global Step: 60550 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:32,441-Speed 3325.86 samples/sec Loss 3.7117 LearningRate 0.0670 Epoch: 3 Global Step: 60560 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:35,503-Speed 3345.92 samples/sec Loss 3.6414 LearningRate 0.0670 Epoch: 3 Global Step: 60570 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:38,563-Speed 3346.38 samples/sec Loss 3.6889 LearningRate 0.0670 Epoch: 3 Global Step: 60580 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:41,628-Speed 3342.32 samples/sec Loss 3.6940 LearningRate 0.0670 Epoch: 3 Global Step: 60590 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:44,690-Speed 3345.41 samples/sec Loss 3.7111 LearningRate 0.0670 Epoch: 3 Global Step: 60600 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:47,804-Speed 3289.31 samples/sec Loss 3.6963 LearningRate 0.0670 Epoch: 3 Global Step: 60610 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:50,893-Speed 3315.39 samples/sec Loss 3.6424 LearningRate 0.0670 Epoch: 3 Global Step: 60620 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:54,042-Speed 3252.35 samples/sec Loss 3.6604 LearningRate 0.0670 Epoch: 3 Global Step: 60630 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:38:57,170-Speed 3275.08 samples/sec Loss 3.7653 LearningRate 0.0670 Epoch: 3 Global Step: 60640 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:00,228-Speed 3349.03 samples/sec Loss 3.6005 LearningRate 0.0670 Epoch: 3 Global Step: 60650 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:03,289-Speed 3345.65 samples/sec Loss 3.6657 LearningRate 0.0670 Epoch: 3 Global Step: 60660 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:06,365-Speed 3329.51 samples/sec Loss 3.6752 LearningRate 0.0670 Epoch: 3 Global Step: 60670 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:09,459-Speed 3311.07 samples/sec Loss 3.6794 LearningRate 0.0669 Epoch: 3 Global Step: 60680 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:12,667-Speed 3192.33 samples/sec Loss 3.6303 LearningRate 0.0669 Epoch: 3 Global Step: 60690 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:15,775-Speed 3296.18 samples/sec Loss 3.6484 LearningRate 0.0669 Epoch: 3 Global Step: 60700 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:18,843-Speed 3338.25 samples/sec Loss 3.7981 LearningRate 0.0669 Epoch: 3 Global Step: 60710 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:21,912-Speed 3337.77 samples/sec Loss 3.7064 LearningRate 0.0669 Epoch: 3 Global Step: 60720 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:24,980-Speed 3338.63 samples/sec Loss 3.6146 LearningRate 0.0669 Epoch: 3 Global Step: 60730 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:28,045-Speed 3341.80 samples/sec Loss 3.6894 LearningRate 0.0669 Epoch: 3 Global Step: 60740 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:31,109-Speed 3342.67 samples/sec Loss 3.6282 LearningRate 0.0669 Epoch: 3 Global Step: 60750 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:34,257-Speed 3253.72 samples/sec Loss 3.7161 LearningRate 0.0669 Epoch: 3 Global Step: 60760 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:37,346-Speed 3315.65 samples/sec Loss 3.6751 LearningRate 0.0669 Epoch: 3 Global Step: 60770 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:39:40,412-Speed 3340.17 samples/sec Loss 3.6104 LearningRate 0.0669 Epoch: 3 Global Step: 60780 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:43,479-Speed 3340.50 samples/sec Loss 3.6679 LearningRate 0.0669 Epoch: 3 Global Step: 60790 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:46,547-Speed 3338.15 samples/sec Loss 3.7021 LearningRate 0.0669 Epoch: 3 Global Step: 60800 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:49,610-Speed 3343.25 samples/sec Loss 3.7368 LearningRate 0.0669 Epoch: 3 Global Step: 60810 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:52,671-Speed 3346.91 samples/sec Loss 3.6354 LearningRate 0.0669 Epoch: 3 Global Step: 60820 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:55,732-Speed 3345.38 samples/sec Loss 3.6361 LearningRate 0.0669 Epoch: 3 Global Step: 60830 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:39:58,795-Speed 3344.28 samples/sec Loss 3.7294 LearningRate 0.0669 Epoch: 3 Global Step: 60840 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:01,856-Speed 3346.08 samples/sec Loss 3.7390 LearningRate 0.0669 Epoch: 3 Global Step: 60850 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:04,924-Speed 3338.18 samples/sec Loss 3.6373 LearningRate 0.0669 Epoch: 3 Global Step: 60860 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:08,103-Speed 3222.16 samples/sec Loss 3.7053 LearningRate 0.0669 Epoch: 3 Global Step: 60870 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:11,210-Speed 3297.16 samples/sec Loss 3.7424 LearningRate 0.0669 Epoch: 3 Global Step: 60880 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:14,347-Speed 3264.85 samples/sec Loss 3.6472 LearningRate 0.0668 Epoch: 3 Global Step: 60890 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:17,502-Speed 3245.78 samples/sec Loss 3.5876 LearningRate 0.0668 Epoch: 3 Global Step: 60900 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:20,585-Speed 3321.76 samples/sec Loss 3.6477 LearningRate 0.0668 Epoch: 3 Global Step: 60910 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:23,637-Speed 3356.04 samples/sec Loss 3.6449 LearningRate 0.0668 Epoch: 3 Global Step: 60920 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:26,704-Speed 3339.55 samples/sec Loss 3.6615 LearningRate 0.0668 Epoch: 3 Global Step: 60930 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:29,780-Speed 3329.92 samples/sec Loss 3.6399 LearningRate 0.0668 Epoch: 3 Global Step: 60940 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:32,869-Speed 3316.42 samples/sec Loss 3.6823 LearningRate 0.0668 Epoch: 3 Global Step: 60950 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:35,935-Speed 3340.75 samples/sec Loss 3.6752 LearningRate 0.0668 Epoch: 3 Global Step: 60960 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:38,995-Speed 3346.66 samples/sec Loss 3.6421 LearningRate 0.0668 Epoch: 3 Global Step: 60970 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:42,060-Speed 3342.09 samples/sec Loss 3.8467 LearningRate 0.0668 Epoch: 3 Global Step: 60980 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:45,127-Speed 3340.11 samples/sec Loss 3.6750 LearningRate 0.0668 Epoch: 3 Global Step: 60990 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:48,195-Speed 3337.66 samples/sec Loss 3.6488 LearningRate 0.0668 Epoch: 3 Global Step: 61000 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:51,276-Speed 3324.44 samples/sec Loss 3.7135 LearningRate 0.0668 Epoch: 3 Global Step: 61010 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:40:54,345-Speed 3337.25 samples/sec Loss 3.7264 LearningRate 0.0668 Epoch: 3 Global Step: 61020 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:40:57,416-Speed 3335.78 samples/sec Loss 3.6500 LearningRate 0.0668 Epoch: 3 Global Step: 61030 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:00,480-Speed 3342.54 samples/sec Loss 3.7290 LearningRate 0.0668 Epoch: 3 Global Step: 61040 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:03,549-Speed 3338.29 samples/sec Loss 3.7892 LearningRate 0.0668 Epoch: 3 Global Step: 61050 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:06,613-Speed 3342.18 samples/sec Loss 3.6597 LearningRate 0.0668 Epoch: 3 Global Step: 61060 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:09,674-Speed 3346.67 samples/sec Loss 3.6493 LearningRate 0.0668 Epoch: 3 Global Step: 61070 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:12,737-Speed 3343.42 samples/sec Loss 3.7092 LearningRate 0.0668 Epoch: 3 Global Step: 61080 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:15,805-Speed 3338.92 samples/sec Loss 3.6995 LearningRate 0.0667 Epoch: 3 Global Step: 61090 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:18,888-Speed 3321.45 samples/sec Loss 3.7251 LearningRate 0.0667 Epoch: 3 Global Step: 61100 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:21,952-Speed 3343.71 samples/sec Loss 3.6543 LearningRate 0.0667 Epoch: 3 Global Step: 61110 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:25,011-Speed 3347.56 samples/sec Loss 3.5901 LearningRate 0.0667 Epoch: 3 Global Step: 61120 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:28,139-Speed 3275.30 samples/sec Loss 3.6793 LearningRate 0.0667 Epoch: 3 Global Step: 61130 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:31,199-Speed 3347.83 samples/sec Loss 3.6511 LearningRate 0.0667 Epoch: 3 Global Step: 61140 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:34,274-Speed 3330.99 samples/sec Loss 3.7292 LearningRate 0.0667 Epoch: 3 Global Step: 61150 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:41:37,334-Speed 3346.69 samples/sec Loss 3.6606 LearningRate 0.0667 Epoch: 3 Global Step: 61160 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:41:40,402-Speed 3338.63 samples/sec Loss 3.7236 LearningRate 0.0667 Epoch: 3 Global Step: 61170 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:41:43,466-Speed 3342.19 samples/sec Loss 3.5873 LearningRate 0.0667 Epoch: 3 Global Step: 61180 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:41:46,540-Speed 3332.60 samples/sec Loss 3.8106 LearningRate 0.0667 Epoch: 3 Global Step: 61190 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:41:49,610-Speed 3336.22 samples/sec Loss 3.6056 LearningRate 0.0667 Epoch: 3 Global Step: 61200 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:41:52,693-Speed 3322.67 samples/sec Loss 3.5932 LearningRate 0.0667 Epoch: 3 Global Step: 61210 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:41:55,781-Speed 3317.06 samples/sec Loss 3.5998 LearningRate 0.0667 Epoch: 3 Global Step: 61220 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:41:58,857-Speed 3329.23 samples/sec Loss 3.6978 LearningRate 0.0667 Epoch: 3 Global Step: 61230 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:42:01,921-Speed 3343.51 samples/sec Loss 3.7140 LearningRate 0.0667 Epoch: 3 Global Step: 61240 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:42:04,983-Speed 3344.89 samples/sec Loss 3.5942 LearningRate 0.0667 Epoch: 3 Global Step: 61250 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:42:08,089-Speed 3297.23 samples/sec Loss 3.6643 LearningRate 0.0667 Epoch: 3 Global Step: 61260 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:11,179-Speed 3315.17 samples/sec Loss 3.6831 LearningRate 0.0667 Epoch: 3 Global Step: 61270 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:14,245-Speed 3339.94 samples/sec Loss 3.6434 LearningRate 0.0667 Epoch: 3 Global Step: 61280 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:17,321-Speed 3330.32 samples/sec Loss 3.5690 LearningRate 0.0667 Epoch: 3 Global Step: 61290 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:20,409-Speed 3316.51 samples/sec Loss 3.5817 LearningRate 0.0666 Epoch: 3 Global Step: 61300 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:23,498-Speed 3316.56 samples/sec Loss 3.6747 LearningRate 0.0666 Epoch: 3 Global Step: 61310 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:26,676-Speed 3223.03 samples/sec Loss 3.7387 LearningRate 0.0666 Epoch: 3 Global Step: 61320 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:29,804-Speed 3274.01 samples/sec Loss 3.7207 LearningRate 0.0666 Epoch: 3 Global Step: 61330 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:33,007-Speed 3197.27 samples/sec Loss 3.6136 LearningRate 0.0666 Epoch: 3 Global Step: 61340 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:36,075-Speed 3338.33 samples/sec Loss 3.5959 LearningRate 0.0666 Epoch: 3 Global Step: 61350 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:39,182-Speed 3296.81 samples/sec Loss 3.6819 LearningRate 0.0666 Epoch: 3 Global Step: 61360 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:42,293-Speed 3292.23 samples/sec Loss 3.7300 LearningRate 0.0666 Epoch: 3 Global Step: 61370 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:45,432-Speed 3263.47 samples/sec Loss 3.6144 LearningRate 0.0666 Epoch: 3 Global Step: 61380 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:48,541-Speed 3294.16 samples/sec Loss 3.6218 LearningRate 0.0666 Epoch: 3 Global Step: 61390 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:51,606-Speed 3342.18 samples/sec Loss 3.6227 LearningRate 0.0666 Epoch: 3 Global Step: 61400 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:54,778-Speed 3228.92 samples/sec Loss 3.6254 LearningRate 0.0666 Epoch: 3 Global Step: 61410 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:42:57,923-Speed 3256.57 samples/sec Loss 3.7181 LearningRate 0.0666 Epoch: 3 Global Step: 61420 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:00,987-Speed 3342.97 samples/sec Loss 3.6144 LearningRate 0.0666 Epoch: 3 Global Step: 61430 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:04,068-Speed 3324.48 samples/sec Loss 3.7477 LearningRate 0.0666 Epoch: 3 Global Step: 61440 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:07,130-Speed 3344.40 samples/sec Loss 3.6394 LearningRate 0.0666 Epoch: 3 Global Step: 61450 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:10,230-Speed 3304.55 samples/sec Loss 3.5811 LearningRate 0.0666 Epoch: 3 Global Step: 61460 Fp16 Grad Scale: 262144 Required: 29 hours Training: 2022-04-11 05:43:13,313-Speed 3322.29 samples/sec Loss 3.6685 LearningRate 0.0666 Epoch: 3 Global Step: 61470 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:16,424-Speed 3292.95 samples/sec Loss 3.6375 LearningRate 0.0666 Epoch: 3 Global Step: 61480 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:19,542-Speed 3285.14 samples/sec Loss 3.6418 LearningRate 0.0666 Epoch: 3 Global Step: 61490 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:22,642-Speed 3303.98 samples/sec Loss 3.6052 LearningRate 0.0665 Epoch: 3 Global Step: 61500 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:25,718-Speed 3329.05 samples/sec Loss 3.6592 LearningRate 0.0665 Epoch: 3 Global Step: 61510 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:28,789-Speed 3335.61 samples/sec Loss 3.6715 LearningRate 0.0665 Epoch: 3 Global Step: 61520 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:31,870-Speed 3324.32 samples/sec Loss 3.6087 LearningRate 0.0665 Epoch: 3 Global Step: 61530 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:34,939-Speed 3336.99 samples/sec Loss 3.6479 LearningRate 0.0665 Epoch: 3 Global Step: 61540 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:38,021-Speed 3323.34 samples/sec Loss 3.6998 LearningRate 0.0665 Epoch: 3 Global Step: 61550 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:41,084-Speed 3343.90 samples/sec Loss 3.6328 LearningRate 0.0665 Epoch: 3 Global Step: 61560 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:44,151-Speed 3339.54 samples/sec Loss 3.5960 LearningRate 0.0665 Epoch: 3 Global Step: 61570 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:47,271-Speed 3283.10 samples/sec Loss 3.7296 LearningRate 0.0665 Epoch: 3 Global Step: 61580 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:50,443-Speed 3229.70 samples/sec Loss 3.6233 LearningRate 0.0665 Epoch: 3 Global Step: 61590 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:53,617-Speed 3226.88 samples/sec Loss 3.6716 LearningRate 0.0665 Epoch: 3 Global Step: 61600 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:56,698-Speed 3323.89 samples/sec Loss 3.5836 LearningRate 0.0665 Epoch: 3 Global Step: 61610 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:43:59,786-Speed 3317.30 samples/sec Loss 3.6850 LearningRate 0.0665 Epoch: 3 Global Step: 61620 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:02,887-Speed 3302.40 samples/sec Loss 3.6824 LearningRate 0.0665 Epoch: 3 Global Step: 61630 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:05,991-Speed 3300.12 samples/sec Loss 3.6978 LearningRate 0.0665 Epoch: 3 Global Step: 61640 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:09,102-Speed 3291.67 samples/sec Loss 3.6902 LearningRate 0.0665 Epoch: 3 Global Step: 61650 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:12,240-Speed 3264.27 samples/sec Loss 3.6602 LearningRate 0.0665 Epoch: 3 Global Step: 61660 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:15,355-Speed 3288.93 samples/sec Loss 3.7627 LearningRate 0.0665 Epoch: 3 Global Step: 61670 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:18,438-Speed 3322.45 samples/sec Loss 3.6922 LearningRate 0.0665 Epoch: 3 Global Step: 61680 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:21,501-Speed 3343.69 samples/sec Loss 3.6484 LearningRate 0.0665 Epoch: 3 Global Step: 61690 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:24,570-Speed 3337.26 samples/sec Loss 3.5762 LearningRate 0.0665 Epoch: 3 Global Step: 61700 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:27,633-Speed 3343.65 samples/sec Loss 3.6171 LearningRate 0.0664 Epoch: 3 Global Step: 61710 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:30,710-Speed 3328.70 samples/sec Loss 3.7015 LearningRate 0.0664 Epoch: 3 Global Step: 61720 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:33,773-Speed 3344.00 samples/sec Loss 3.6665 LearningRate 0.0664 Epoch: 3 Global Step: 61730 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:36,843-Speed 3335.95 samples/sec Loss 3.5447 LearningRate 0.0664 Epoch: 3 Global Step: 61740 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:39,917-Speed 3332.14 samples/sec Loss 3.6852 LearningRate 0.0664 Epoch: 3 Global Step: 61750 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:43,067-Speed 3252.24 samples/sec Loss 3.6616 LearningRate 0.0664 Epoch: 3 Global Step: 61760 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:46,122-Speed 3352.13 samples/sec Loss 3.6777 LearningRate 0.0664 Epoch: 3 Global Step: 61770 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:49,188-Speed 3340.13 samples/sec Loss 3.6991 LearningRate 0.0664 Epoch: 3 Global Step: 61780 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:52,250-Speed 3345.19 samples/sec Loss 3.7202 LearningRate 0.0664 Epoch: 3 Global Step: 61790 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:55,324-Speed 3332.38 samples/sec Loss 3.6352 LearningRate 0.0664 Epoch: 3 Global Step: 61800 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:44:58,408-Speed 3321.26 samples/sec Loss 3.6512 LearningRate 0.0664 Epoch: 3 Global Step: 61810 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:45:01,475-Speed 3339.39 samples/sec Loss 3.6313 LearningRate 0.0664 Epoch: 3 Global Step: 61820 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:45:04,531-Speed 3351.69 samples/sec Loss 3.7427 LearningRate 0.0664 Epoch: 3 Global Step: 61830 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:07,593-Speed 3345.59 samples/sec Loss 3.6300 LearningRate 0.0664 Epoch: 3 Global Step: 61840 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:10,658-Speed 3341.23 samples/sec Loss 3.5901 LearningRate 0.0664 Epoch: 3 Global Step: 61850 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:13,730-Speed 3334.24 samples/sec Loss 3.6867 LearningRate 0.0664 Epoch: 3 Global Step: 61860 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:16,795-Speed 3341.96 samples/sec Loss 3.6763 LearningRate 0.0664 Epoch: 3 Global Step: 61870 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:19,862-Speed 3339.30 samples/sec Loss 3.6200 LearningRate 0.0664 Epoch: 3 Global Step: 61880 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:22,967-Speed 3298.27 samples/sec Loss 3.7325 LearningRate 0.0664 Epoch: 3 Global Step: 61890 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:26,053-Speed 3318.74 samples/sec Loss 3.6941 LearningRate 0.0664 Epoch: 3 Global Step: 61900 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:29,143-Speed 3315.23 samples/sec Loss 3.6941 LearningRate 0.0663 Epoch: 3 Global Step: 61910 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:32,258-Speed 3288.07 samples/sec Loss 3.5985 LearningRate 0.0663 Epoch: 3 Global Step: 61920 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:35,348-Speed 3315.38 samples/sec Loss 3.6185 LearningRate 0.0663 Epoch: 3 Global Step: 61930 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:45:38,470-Speed 3279.98 samples/sec Loss 3.6965 LearningRate 0.0663 Epoch: 3 Global Step: 61940 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:45:41,592-Speed 3280.94 samples/sec Loss 3.6159 LearningRate 0.0663 Epoch: 3 Global Step: 61950 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:45:44,694-Speed 3301.96 samples/sec Loss 3.5352 LearningRate 0.0663 Epoch: 3 Global Step: 61960 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:45:47,775-Speed 3324.07 samples/sec Loss 3.5899 LearningRate 0.0663 Epoch: 3 Global Step: 61970 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:50,841-Speed 3340.93 samples/sec Loss 3.6301 LearningRate 0.0663 Epoch: 3 Global Step: 61980 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:53,953-Speed 3291.20 samples/sec Loss 3.5838 LearningRate 0.0663 Epoch: 3 Global Step: 61990 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:45:57,035-Speed 3322.66 samples/sec Loss 3.7276 LearningRate 0.0663 Epoch: 3 Global Step: 62000 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:46:40,842-[lfw][62000]XNorm: 21.550207 Training: 2022-04-11 05:46:40,843-[lfw][62000]Accuracy-Flip: 0.99800+-0.00277 Training: 2022-04-11 05:46:40,843-[lfw][62000]Accuracy-Highest: 0.99800 Training: 2022-04-11 05:47:32,149-[cfp_fp][62000]XNorm: 20.141830 Training: 2022-04-11 05:47:32,150-[cfp_fp][62000]Accuracy-Flip: 0.98400+-0.00530 Training: 2022-04-11 05:47:32,150-[cfp_fp][62000]Accuracy-Highest: 0.98414 Training: 2022-04-11 05:48:16,368-[agedb_30][62000]XNorm: 21.769997 Training: 2022-04-11 05:48:16,369-[agedb_30][62000]Accuracy-Flip: 0.97867+-0.00829 Training: 2022-04-11 05:48:16,369-[agedb_30][62000]Accuracy-Highest: 0.98100 Training: 2022-04-11 05:48:19,441-Speed 71.91 samples/sec Loss 3.6311 LearningRate 0.0663 Epoch: 3 Global Step: 62010 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:22,535-Speed 3309.95 samples/sec Loss 3.6173 LearningRate 0.0663 Epoch: 3 Global Step: 62020 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:25,611-Speed 3330.63 samples/sec Loss 3.5644 LearningRate 0.0663 Epoch: 3 Global Step: 62030 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:28,769-Speed 3243.32 samples/sec Loss 3.7045 LearningRate 0.0663 Epoch: 3 Global Step: 62040 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:31,920-Speed 3249.58 samples/sec Loss 3.6142 LearningRate 0.0663 Epoch: 3 Global Step: 62050 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:34,971-Speed 3357.78 samples/sec Loss 3.6931 LearningRate 0.0663 Epoch: 3 Global Step: 62060 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:38,024-Speed 3355.23 samples/sec Loss 3.6457 LearningRate 0.0663 Epoch: 3 Global Step: 62070 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:48:41,064-Speed 3369.18 samples/sec Loss 3.5961 LearningRate 0.0663 Epoch: 3 Global Step: 62080 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:44,151-Speed 3317.45 samples/sec Loss 3.5938 LearningRate 0.0663 Epoch: 3 Global Step: 62090 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:47,293-Speed 3260.05 samples/sec Loss 3.6858 LearningRate 0.0663 Epoch: 3 Global Step: 62100 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:50,384-Speed 3313.20 samples/sec Loss 3.6050 LearningRate 0.0663 Epoch: 3 Global Step: 62110 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:53,450-Speed 3341.51 samples/sec Loss 3.6209 LearningRate 0.0662 Epoch: 3 Global Step: 62120 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:56,505-Speed 3352.78 samples/sec Loss 3.6470 LearningRate 0.0662 Epoch: 3 Global Step: 62130 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:48:59,585-Speed 3325.00 samples/sec Loss 3.5963 LearningRate 0.0662 Epoch: 3 Global Step: 62140 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:49:02,657-Speed 3334.23 samples/sec Loss 3.7328 LearningRate 0.0662 Epoch: 3 Global Step: 62150 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:49:05,736-Speed 3326.37 samples/sec Loss 3.6712 LearningRate 0.0662 Epoch: 3 Global Step: 62160 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:49:08,811-Speed 3330.70 samples/sec Loss 3.5553 LearningRate 0.0662 Epoch: 3 Global Step: 62170 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:49:11,876-Speed 3342.62 samples/sec Loss 3.6900 LearningRate 0.0662 Epoch: 3 Global Step: 62180 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:14,947-Speed 3334.95 samples/sec Loss 3.6159 LearningRate 0.0662 Epoch: 3 Global Step: 62190 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:18,019-Speed 3333.62 samples/sec Loss 3.6133 LearningRate 0.0662 Epoch: 3 Global Step: 62200 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:21,099-Speed 3325.31 samples/sec Loss 3.6478 LearningRate 0.0662 Epoch: 3 Global Step: 62210 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:24,167-Speed 3339.51 samples/sec Loss 3.6627 LearningRate 0.0662 Epoch: 3 Global Step: 62220 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:27,239-Speed 3333.82 samples/sec Loss 3.6176 LearningRate 0.0662 Epoch: 3 Global Step: 62230 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:30,308-Speed 3337.99 samples/sec Loss 3.6873 LearningRate 0.0662 Epoch: 3 Global Step: 62240 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:33,388-Speed 3324.69 samples/sec Loss 3.7329 LearningRate 0.0662 Epoch: 3 Global Step: 62250 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:36,501-Speed 3290.20 samples/sec Loss 3.7538 LearningRate 0.0662 Epoch: 3 Global Step: 62260 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:39,583-Speed 3323.02 samples/sec Loss 3.7306 LearningRate 0.0662 Epoch: 3 Global Step: 62270 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:42,661-Speed 3327.96 samples/sec Loss 3.6705 LearningRate 0.0662 Epoch: 3 Global Step: 62280 Fp16 Grad Scale: 262144 Required: 29 hours Training: 2022-04-11 05:49:45,717-Speed 3351.76 samples/sec Loss 3.6023 LearningRate 0.0662 Epoch: 3 Global Step: 62290 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:48,780-Speed 3343.42 samples/sec Loss 3.6889 LearningRate 0.0662 Epoch: 3 Global Step: 62300 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:51,856-Speed 3330.10 samples/sec Loss 3.7121 LearningRate 0.0662 Epoch: 3 Global Step: 62310 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:54,934-Speed 3327.61 samples/sec Loss 3.6354 LearningRate 0.0661 Epoch: 3 Global Step: 62320 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:49:58,014-Speed 3326.33 samples/sec Loss 3.6073 LearningRate 0.0661 Epoch: 3 Global Step: 62330 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:01,088-Speed 3331.47 samples/sec Loss 3.7270 LearningRate 0.0661 Epoch: 3 Global Step: 62340 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:04,225-Speed 3264.65 samples/sec Loss 3.6251 LearningRate 0.0661 Epoch: 3 Global Step: 62350 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:07,293-Speed 3338.55 samples/sec Loss 3.7109 LearningRate 0.0661 Epoch: 3 Global Step: 62360 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:10,355-Speed 3344.74 samples/sec Loss 3.6658 LearningRate 0.0661 Epoch: 3 Global Step: 62370 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:13,419-Speed 3342.66 samples/sec Loss 3.6488 LearningRate 0.0661 Epoch: 3 Global Step: 62380 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:16,481-Speed 3345.08 samples/sec Loss 3.7270 LearningRate 0.0661 Epoch: 3 Global Step: 62390 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:19,550-Speed 3338.03 samples/sec Loss 3.6667 LearningRate 0.0661 Epoch: 3 Global Step: 62400 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:22,606-Speed 3351.01 samples/sec Loss 3.6571 LearningRate 0.0661 Epoch: 3 Global Step: 62410 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:25,662-Speed 3352.51 samples/sec Loss 3.6798 LearningRate 0.0661 Epoch: 3 Global Step: 62420 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:28,718-Speed 3351.41 samples/sec Loss 3.5724 LearningRate 0.0661 Epoch: 3 Global Step: 62430 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:31,776-Speed 3349.85 samples/sec Loss 3.5877 LearningRate 0.0661 Epoch: 3 Global Step: 62440 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:34,833-Speed 3350.57 samples/sec Loss 3.6123 LearningRate 0.0661 Epoch: 3 Global Step: 62450 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:38,046-Speed 3187.36 samples/sec Loss 3.6429 LearningRate 0.0661 Epoch: 3 Global Step: 62460 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:41,294-Speed 3153.67 samples/sec Loss 3.6140 LearningRate 0.0661 Epoch: 3 Global Step: 62470 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:50:44,355-Speed 3346.10 samples/sec Loss 3.6523 LearningRate 0.0661 Epoch: 3 Global Step: 62480 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:50:47,430-Speed 3330.42 samples/sec Loss 3.6865 LearningRate 0.0661 Epoch: 3 Global Step: 62490 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:50:50,495-Speed 3342.02 samples/sec Loss 3.6222 LearningRate 0.0661 Epoch: 3 Global Step: 62500 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:50:53,556-Speed 3346.45 samples/sec Loss 3.6533 LearningRate 0.0661 Epoch: 3 Global Step: 62510 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:50:56,611-Speed 3351.73 samples/sec Loss 3.6452 LearningRate 0.0661 Epoch: 3 Global Step: 62520 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:50:59,669-Speed 3349.91 samples/sec Loss 3.5985 LearningRate 0.0660 Epoch: 3 Global Step: 62530 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:51:02,734-Speed 3341.93 samples/sec Loss 3.6373 LearningRate 0.0660 Epoch: 3 Global Step: 62540 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:51:05,865-Speed 3271.31 samples/sec Loss 3.5881 LearningRate 0.0660 Epoch: 3 Global Step: 62550 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:51:08,926-Speed 3346.05 samples/sec Loss 3.6594 LearningRate 0.0660 Epoch: 3 Global Step: 62560 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:51:12,019-Speed 3311.48 samples/sec Loss 3.6725 LearningRate 0.0660 Epoch: 3 Global Step: 62570 Fp16 Grad Scale: 32768 Required: 29 hours Training: 2022-04-11 05:51:15,123-Speed 3299.55 samples/sec Loss 3.5794 LearningRate 0.0660 Epoch: 3 Global Step: 62580 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:18,236-Speed 3290.07 samples/sec Loss 3.5343 LearningRate 0.0660 Epoch: 3 Global Step: 62590 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:21,303-Speed 3340.01 samples/sec Loss 3.5549 LearningRate 0.0660 Epoch: 3 Global Step: 62600 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:24,404-Speed 3302.72 samples/sec Loss 3.6068 LearningRate 0.0660 Epoch: 3 Global Step: 62610 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:27,471-Speed 3339.97 samples/sec Loss 3.6934 LearningRate 0.0660 Epoch: 3 Global Step: 62620 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:30,537-Speed 3339.93 samples/sec Loss 3.6424 LearningRate 0.0660 Epoch: 3 Global Step: 62630 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:33,603-Speed 3341.24 samples/sec Loss 3.5958 LearningRate 0.0660 Epoch: 3 Global Step: 62640 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:36,682-Speed 3326.01 samples/sec Loss 3.6404 LearningRate 0.0660 Epoch: 3 Global Step: 62650 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:39,766-Speed 3321.20 samples/sec Loss 3.6650 LearningRate 0.0660 Epoch: 3 Global Step: 62660 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:42,854-Speed 3316.16 samples/sec Loss 3.6363 LearningRate 0.0660 Epoch: 3 Global Step: 62670 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:45,939-Speed 3320.58 samples/sec Loss 3.6462 LearningRate 0.0660 Epoch: 3 Global Step: 62680 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:51:49,001-Speed 3344.69 samples/sec Loss 3.6245 LearningRate 0.0660 Epoch: 3 Global Step: 62690 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:51:52,067-Speed 3341.36 samples/sec Loss 3.6822 LearningRate 0.0660 Epoch: 3 Global Step: 62700 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:55,130-Speed 3344.02 samples/sec Loss 3.6320 LearningRate 0.0660 Epoch: 3 Global Step: 62710 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:51:58,203-Speed 3332.44 samples/sec Loss 3.6192 LearningRate 0.0660 Epoch: 3 Global Step: 62720 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:01,346-Speed 3258.82 samples/sec Loss 3.7028 LearningRate 0.0659 Epoch: 3 Global Step: 62730 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:04,412-Speed 3340.87 samples/sec Loss 3.6419 LearningRate 0.0659 Epoch: 3 Global Step: 62740 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:07,494-Speed 3323.55 samples/sec Loss 3.5849 LearningRate 0.0659 Epoch: 3 Global Step: 62750 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:10,568-Speed 3331.49 samples/sec Loss 3.6627 LearningRate 0.0659 Epoch: 3 Global Step: 62760 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:13,642-Speed 3332.21 samples/sec Loss 3.6474 LearningRate 0.0659 Epoch: 3 Global Step: 62770 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:16,702-Speed 3347.15 samples/sec Loss 3.6397 LearningRate 0.0659 Epoch: 3 Global Step: 62780 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:19,768-Speed 3340.72 samples/sec Loss 3.7475 LearningRate 0.0659 Epoch: 3 Global Step: 62790 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:22,949-Speed 3220.03 samples/sec Loss 3.6886 LearningRate 0.0659 Epoch: 3 Global Step: 62800 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:52:26,012-Speed 3344.12 samples/sec Loss 3.6852 LearningRate 0.0659 Epoch: 3 Global Step: 62810 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:52:29,075-Speed 3343.41 samples/sec Loss 3.6625 LearningRate 0.0659 Epoch: 3 Global Step: 62820 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:52:32,129-Speed 3354.38 samples/sec Loss 3.6626 LearningRate 0.0659 Epoch: 3 Global Step: 62830 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:35,231-Speed 3301.65 samples/sec Loss 3.6330 LearningRate 0.0659 Epoch: 3 Global Step: 62840 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:38,304-Speed 3332.35 samples/sec Loss 3.6809 LearningRate 0.0659 Epoch: 3 Global Step: 62850 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:41,380-Speed 3330.30 samples/sec Loss 3.6490 LearningRate 0.0659 Epoch: 3 Global Step: 62860 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:44,445-Speed 3341.54 samples/sec Loss 3.6306 LearningRate 0.0659 Epoch: 3 Global Step: 62870 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:47,603-Speed 3243.38 samples/sec Loss 3.6513 LearningRate 0.0659 Epoch: 3 Global Step: 62880 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:50,671-Speed 3338.97 samples/sec Loss 3.6264 LearningRate 0.0659 Epoch: 3 Global Step: 62890 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:53,742-Speed 3334.41 samples/sec Loss 3.5855 LearningRate 0.0659 Epoch: 3 Global Step: 62900 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:56,821-Speed 3326.85 samples/sec Loss 3.6203 LearningRate 0.0659 Epoch: 3 Global Step: 62910 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:52:59,893-Speed 3334.19 samples/sec Loss 3.5826 LearningRate 0.0659 Epoch: 3 Global Step: 62920 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:53:02,968-Speed 3330.76 samples/sec Loss 3.5214 LearningRate 0.0659 Epoch: 3 Global Step: 62930 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:06,033-Speed 3342.10 samples/sec Loss 3.6037 LearningRate 0.0658 Epoch: 3 Global Step: 62940 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:09,115-Speed 3322.21 samples/sec Loss 3.5564 LearningRate 0.0658 Epoch: 3 Global Step: 62950 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:12,185-Speed 3337.13 samples/sec Loss 3.5404 LearningRate 0.0658 Epoch: 3 Global Step: 62960 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:15,253-Speed 3338.71 samples/sec Loss 3.6732 LearningRate 0.0658 Epoch: 3 Global Step: 62970 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:18,360-Speed 3296.61 samples/sec Loss 3.6640 LearningRate 0.0658 Epoch: 3 Global Step: 62980 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:21,439-Speed 3325.97 samples/sec Loss 3.5665 LearningRate 0.0658 Epoch: 3 Global Step: 62990 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:24,509-Speed 3335.78 samples/sec Loss 3.6231 LearningRate 0.0658 Epoch: 3 Global Step: 63000 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:27,591-Speed 3323.11 samples/sec Loss 3.6425 LearningRate 0.0658 Epoch: 3 Global Step: 63010 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:30,687-Speed 3309.24 samples/sec Loss 3.5601 LearningRate 0.0658 Epoch: 3 Global Step: 63020 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:33,749-Speed 3344.88 samples/sec Loss 3.6587 LearningRate 0.0658 Epoch: 3 Global Step: 63030 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:36,896-Speed 3254.24 samples/sec Loss 3.5961 LearningRate 0.0658 Epoch: 3 Global Step: 63040 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:39,972-Speed 3329.82 samples/sec Loss 3.5945 LearningRate 0.0658 Epoch: 3 Global Step: 63050 Fp16 Grad Scale: 131072 Required: 29 hours Training: 2022-04-11 05:53:43,051-Speed 3327.10 samples/sec Loss 3.5652 LearningRate 0.0658 Epoch: 3 Global Step: 63060 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:53:46,119-Speed 3337.96 samples/sec Loss 3.5263 LearningRate 0.0658 Epoch: 3 Global Step: 63070 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:53:49,191-Speed 3334.41 samples/sec Loss 3.5591 LearningRate 0.0658 Epoch: 3 Global Step: 63080 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:53:52,306-Speed 3288.19 samples/sec Loss 3.6356 LearningRate 0.0658 Epoch: 3 Global Step: 63090 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:53:55,384-Speed 3327.36 samples/sec Loss 3.6332 LearningRate 0.0658 Epoch: 3 Global Step: 63100 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:53:58,465-Speed 3324.36 samples/sec Loss 3.5784 LearningRate 0.0658 Epoch: 3 Global Step: 63110 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:54:01,542-Speed 3328.59 samples/sec Loss 3.6184 LearningRate 0.0658 Epoch: 3 Global Step: 63120 Fp16 Grad Scale: 65536 Required: 29 hours Training: 2022-04-11 05:54:04,613-Speed 3335.58 samples/sec Loss 3.7035 LearningRate 0.0658 Epoch: 3 Global Step: 63130 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:54:07,693-Speed 3325.95 samples/sec Loss 3.6044 LearningRate 0.0657 Epoch: 3 Global Step: 63140 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:54:10,761-Speed 3337.83 samples/sec Loss 3.6728 LearningRate 0.0657 Epoch: 3 Global Step: 63150 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:54:13,888-Speed 3275.37 samples/sec Loss 3.5747 LearningRate 0.0657 Epoch: 3 Global Step: 63160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:16,962-Speed 3332.28 samples/sec Loss 3.6601 LearningRate 0.0657 Epoch: 3 Global Step: 63170 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:20,044-Speed 3323.48 samples/sec Loss 3.6154 LearningRate 0.0657 Epoch: 3 Global Step: 63180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:23,123-Speed 3326.11 samples/sec Loss 3.5771 LearningRate 0.0657 Epoch: 3 Global Step: 63190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:26,192-Speed 3337.21 samples/sec Loss 3.5841 LearningRate 0.0657 Epoch: 3 Global Step: 63200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:29,274-Speed 3322.72 samples/sec Loss 3.5487 LearningRate 0.0657 Epoch: 3 Global Step: 63210 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:32,342-Speed 3339.53 samples/sec Loss 3.6161 LearningRate 0.0657 Epoch: 3 Global Step: 63220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:35,409-Speed 3339.69 samples/sec Loss 3.6345 LearningRate 0.0657 Epoch: 3 Global Step: 63230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:38,490-Speed 3324.43 samples/sec Loss 3.5401 LearningRate 0.0657 Epoch: 3 Global Step: 63240 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:41,589-Speed 3304.50 samples/sec Loss 3.6426 LearningRate 0.0657 Epoch: 3 Global Step: 63250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:44,666-Speed 3329.08 samples/sec Loss 3.5811 LearningRate 0.0657 Epoch: 3 Global Step: 63260 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 05:54:47,722-Speed 3351.26 samples/sec Loss 3.4982 LearningRate 0.0657 Epoch: 3 Global Step: 63270 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:50,808-Speed 3318.64 samples/sec Loss 3.6487 LearningRate 0.0657 Epoch: 3 Global Step: 63280 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:53,894-Speed 3319.24 samples/sec Loss 3.5123 LearningRate 0.0657 Epoch: 3 Global Step: 63290 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:54:56,970-Speed 3329.43 samples/sec Loss 3.6079 LearningRate 0.0657 Epoch: 3 Global Step: 63300 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:00,136-Speed 3235.44 samples/sec Loss 3.6048 LearningRate 0.0657 Epoch: 3 Global Step: 63310 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:03,366-Speed 3170.62 samples/sec Loss 3.6343 LearningRate 0.0657 Epoch: 3 Global Step: 63320 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:06,457-Speed 3314.21 samples/sec Loss 3.6844 LearningRate 0.0657 Epoch: 3 Global Step: 63330 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:09,532-Speed 3330.67 samples/sec Loss 3.6480 LearningRate 0.0657 Epoch: 3 Global Step: 63340 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:12,601-Speed 3337.02 samples/sec Loss 3.6890 LearningRate 0.0656 Epoch: 3 Global Step: 63350 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:15,767-Speed 3235.57 samples/sec Loss 3.6181 LearningRate 0.0656 Epoch: 3 Global Step: 63360 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:18,881-Speed 3289.00 samples/sec Loss 3.5582 LearningRate 0.0656 Epoch: 3 Global Step: 63370 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:22,115-Speed 3166.94 samples/sec Loss 3.7360 LearningRate 0.0656 Epoch: 3 Global Step: 63380 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:25,220-Speed 3298.68 samples/sec Loss 3.6069 LearningRate 0.0656 Epoch: 3 Global Step: 63390 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:28,290-Speed 3336.15 samples/sec Loss 3.6361 LearningRate 0.0656 Epoch: 3 Global Step: 63400 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:31,364-Speed 3332.08 samples/sec Loss 3.6297 LearningRate 0.0656 Epoch: 3 Global Step: 63410 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:34,438-Speed 3332.66 samples/sec Loss 3.7029 LearningRate 0.0656 Epoch: 3 Global Step: 63420 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:55:37,522-Speed 3321.08 samples/sec Loss 3.6025 LearningRate 0.0656 Epoch: 3 Global Step: 63430 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:40,607-Speed 3319.59 samples/sec Loss 3.6540 LearningRate 0.0656 Epoch: 3 Global Step: 63440 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:43,797-Speed 3210.58 samples/sec Loss 3.5685 LearningRate 0.0656 Epoch: 3 Global Step: 63450 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:46,875-Speed 3327.43 samples/sec Loss 3.5113 LearningRate 0.0656 Epoch: 3 Global Step: 63460 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:49,962-Speed 3318.45 samples/sec Loss 3.5771 LearningRate 0.0656 Epoch: 3 Global Step: 63470 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:53,032-Speed 3336.08 samples/sec Loss 3.6245 LearningRate 0.0656 Epoch: 3 Global Step: 63480 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:56,125-Speed 3311.76 samples/sec Loss 3.5683 LearningRate 0.0656 Epoch: 3 Global Step: 63490 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:55:59,215-Speed 3316.27 samples/sec Loss 3.6035 LearningRate 0.0656 Epoch: 3 Global Step: 63500 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:02,287-Speed 3334.23 samples/sec Loss 3.6035 LearningRate 0.0656 Epoch: 3 Global Step: 63510 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:05,360-Speed 3333.18 samples/sec Loss 3.5928 LearningRate 0.0656 Epoch: 3 Global Step: 63520 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:08,587-Speed 3173.54 samples/sec Loss 3.6339 LearningRate 0.0656 Epoch: 3 Global Step: 63530 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 05:56:11,651-Speed 3342.99 samples/sec Loss 3.6260 LearningRate 0.0656 Epoch: 3 Global Step: 63540 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:14,788-Speed 3265.18 samples/sec Loss 3.5888 LearningRate 0.0655 Epoch: 3 Global Step: 63550 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:17,860-Speed 3333.62 samples/sec Loss 3.6463 LearningRate 0.0655 Epoch: 3 Global Step: 63560 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:20,945-Speed 3319.81 samples/sec Loss 3.6983 LearningRate 0.0655 Epoch: 3 Global Step: 63570 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:24,025-Speed 3326.26 samples/sec Loss 3.6270 LearningRate 0.0655 Epoch: 3 Global Step: 63580 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:27,128-Speed 3300.71 samples/sec Loss 3.6571 LearningRate 0.0655 Epoch: 3 Global Step: 63590 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:30,224-Speed 3308.77 samples/sec Loss 3.6161 LearningRate 0.0655 Epoch: 3 Global Step: 63600 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:33,404-Speed 3220.35 samples/sec Loss 3.6848 LearningRate 0.0655 Epoch: 3 Global Step: 63610 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:36,642-Speed 3163.72 samples/sec Loss 3.6399 LearningRate 0.0655 Epoch: 3 Global Step: 63620 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:39,883-Speed 3159.51 samples/sec Loss 3.6371 LearningRate 0.0655 Epoch: 3 Global Step: 63630 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 05:56:43,062-Speed 3221.96 samples/sec Loss 3.6307 LearningRate 0.0655 Epoch: 3 Global Step: 63640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:46,200-Speed 3263.47 samples/sec Loss 3.6093 LearningRate 0.0655 Epoch: 3 Global Step: 63650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:49,308-Speed 3296.63 samples/sec Loss 3.6280 LearningRate 0.0655 Epoch: 3 Global Step: 63660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:52,378-Speed 3335.85 samples/sec Loss 3.5745 LearningRate 0.0655 Epoch: 3 Global Step: 63670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:55,480-Speed 3301.85 samples/sec Loss 3.6717 LearningRate 0.0655 Epoch: 3 Global Step: 63680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:56:58,565-Speed 3319.77 samples/sec Loss 3.5505 LearningRate 0.0655 Epoch: 3 Global Step: 63690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:01,667-Speed 3301.94 samples/sec Loss 3.6381 LearningRate 0.0655 Epoch: 3 Global Step: 63700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:04,815-Speed 3254.43 samples/sec Loss 3.6054 LearningRate 0.0655 Epoch: 3 Global Step: 63710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:07,888-Speed 3331.98 samples/sec Loss 3.6916 LearningRate 0.0655 Epoch: 3 Global Step: 63720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:10,957-Speed 3338.00 samples/sec Loss 3.5961 LearningRate 0.0655 Epoch: 3 Global Step: 63730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:14,019-Speed 3344.08 samples/sec Loss 3.5956 LearningRate 0.0655 Epoch: 3 Global Step: 63740 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 05:57:17,082-Speed 3345.41 samples/sec Loss 3.5952 LearningRate 0.0655 Epoch: 3 Global Step: 63750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:20,160-Speed 3327.47 samples/sec Loss 3.6674 LearningRate 0.0654 Epoch: 3 Global Step: 63760 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:23,242-Speed 3322.56 samples/sec Loss 3.5683 LearningRate 0.0654 Epoch: 3 Global Step: 63770 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:26,331-Speed 3315.36 samples/sec Loss 3.7050 LearningRate 0.0654 Epoch: 3 Global Step: 63780 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:29,396-Speed 3342.24 samples/sec Loss 3.6570 LearningRate 0.0654 Epoch: 3 Global Step: 63790 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:32,501-Speed 3298.11 samples/sec Loss 3.5592 LearningRate 0.0654 Epoch: 3 Global Step: 63800 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:35,604-Speed 3301.43 samples/sec Loss 3.6264 LearningRate 0.0654 Epoch: 3 Global Step: 63810 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:38,676-Speed 3334.34 samples/sec Loss 3.6564 LearningRate 0.0654 Epoch: 3 Global Step: 63820 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:41,759-Speed 3322.41 samples/sec Loss 3.5611 LearningRate 0.0654 Epoch: 3 Global Step: 63830 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:44,839-Speed 3325.39 samples/sec Loss 3.5651 LearningRate 0.0654 Epoch: 3 Global Step: 63840 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:47,905-Speed 3339.99 samples/sec Loss 3.6433 LearningRate 0.0654 Epoch: 3 Global Step: 63850 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:50,974-Speed 3337.77 samples/sec Loss 3.5782 LearningRate 0.0654 Epoch: 3 Global Step: 63860 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:54,040-Speed 3340.35 samples/sec Loss 3.5618 LearningRate 0.0654 Epoch: 3 Global Step: 63870 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:57:57,157-Speed 3286.19 samples/sec Loss 3.6714 LearningRate 0.0654 Epoch: 3 Global Step: 63880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:00,220-Speed 3343.76 samples/sec Loss 3.6003 LearningRate 0.0654 Epoch: 3 Global Step: 63890 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:03,301-Speed 3323.69 samples/sec Loss 3.6037 LearningRate 0.0654 Epoch: 3 Global Step: 63900 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:06,390-Speed 3316.02 samples/sec Loss 3.5857 LearningRate 0.0654 Epoch: 3 Global Step: 63910 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:09,456-Speed 3340.79 samples/sec Loss 3.5020 LearningRate 0.0654 Epoch: 3 Global Step: 63920 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:12,525-Speed 3338.24 samples/sec Loss 3.6088 LearningRate 0.0654 Epoch: 3 Global Step: 63930 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:15,598-Speed 3332.22 samples/sec Loss 3.4951 LearningRate 0.0654 Epoch: 3 Global Step: 63940 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:18,660-Speed 3345.24 samples/sec Loss 3.5744 LearningRate 0.0654 Epoch: 3 Global Step: 63950 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:21,746-Speed 3318.80 samples/sec Loss 3.5484 LearningRate 0.0654 Epoch: 3 Global Step: 63960 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:24,820-Speed 3331.64 samples/sec Loss 3.5188 LearningRate 0.0653 Epoch: 3 Global Step: 63970 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:27,893-Speed 3332.92 samples/sec Loss 3.5906 LearningRate 0.0653 Epoch: 3 Global Step: 63980 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:30,967-Speed 3333.15 samples/sec Loss 3.5345 LearningRate 0.0653 Epoch: 3 Global Step: 63990 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:58:34,056-Speed 3315.15 samples/sec Loss 3.5482 LearningRate 0.0653 Epoch: 3 Global Step: 64000 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 05:59:17,995-[lfw][64000]XNorm: 23.310858 Training: 2022-04-11 05:59:17,996-[lfw][64000]Accuracy-Flip: 0.99767+-0.00291 Training: 2022-04-11 05:59:17,996-[lfw][64000]Accuracy-Highest: 0.99800 Training: 2022-04-11 06:00:09,055-[cfp_fp][64000]XNorm: 21.344082 Training: 2022-04-11 06:00:09,055-[cfp_fp][64000]Accuracy-Flip: 0.98414+-0.00435 Training: 2022-04-11 06:00:09,056-[cfp_fp][64000]Accuracy-Highest: 0.98414 Training: 2022-04-11 06:00:52,557-[agedb_30][64000]XNorm: 22.841764 Training: 2022-04-11 06:00:52,558-[agedb_30][64000]Accuracy-Flip: 0.97783+-0.00742 Training: 2022-04-11 06:00:52,558-[agedb_30][64000]Accuracy-Highest: 0.98100 Training: 2022-04-11 06:00:55,624-Speed 72.33 samples/sec Loss 3.5970 LearningRate 0.0653 Epoch: 3 Global Step: 64010 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:00:58,673-Speed 3359.49 samples/sec Loss 3.5553 LearningRate 0.0653 Epoch: 3 Global Step: 64020 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:01,735-Speed 3345.36 samples/sec Loss 3.5605 LearningRate 0.0653 Epoch: 3 Global Step: 64030 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:04,805-Speed 3336.49 samples/sec Loss 3.5396 LearningRate 0.0653 Epoch: 3 Global Step: 64040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:07,845-Speed 3368.54 samples/sec Loss 3.6195 LearningRate 0.0653 Epoch: 3 Global Step: 64050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:10,898-Speed 3354.38 samples/sec Loss 3.5142 LearningRate 0.0653 Epoch: 3 Global Step: 64060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:13,950-Speed 3355.72 samples/sec Loss 3.5671 LearningRate 0.0653 Epoch: 3 Global Step: 64070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:17,012-Speed 3345.92 samples/sec Loss 3.6239 LearningRate 0.0653 Epoch: 3 Global Step: 64080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:20,066-Speed 3353.32 samples/sec Loss 3.5015 LearningRate 0.0653 Epoch: 3 Global Step: 64090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:23,145-Speed 3326.95 samples/sec Loss 3.6123 LearningRate 0.0653 Epoch: 3 Global Step: 64100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:26,211-Speed 3340.14 samples/sec Loss 3.6008 LearningRate 0.0653 Epoch: 3 Global Step: 64110 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:29,278-Speed 3340.18 samples/sec Loss 3.5325 LearningRate 0.0653 Epoch: 3 Global Step: 64120 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:32,366-Speed 3316.88 samples/sec Loss 3.5664 LearningRate 0.0653 Epoch: 3 Global Step: 64130 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:35,422-Speed 3351.81 samples/sec Loss 3.6310 LearningRate 0.0653 Epoch: 3 Global Step: 64140 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:38,468-Speed 3361.65 samples/sec Loss 3.6664 LearningRate 0.0653 Epoch: 3 Global Step: 64150 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:41,576-Speed 3296.22 samples/sec Loss 3.5314 LearningRate 0.0653 Epoch: 3 Global Step: 64160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:44,641-Speed 3341.39 samples/sec Loss 3.5146 LearningRate 0.0652 Epoch: 3 Global Step: 64170 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:47,696-Speed 3352.89 samples/sec Loss 3.5964 LearningRate 0.0652 Epoch: 3 Global Step: 64180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:50,757-Speed 3345.48 samples/sec Loss 3.5797 LearningRate 0.0652 Epoch: 3 Global Step: 64190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:53,830-Speed 3333.38 samples/sec Loss 3.5065 LearningRate 0.0652 Epoch: 3 Global Step: 64200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:56,893-Speed 3343.90 samples/sec Loss 3.4800 LearningRate 0.0652 Epoch: 3 Global Step: 64210 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:01:59,952-Speed 3348.94 samples/sec Loss 3.6443 LearningRate 0.0652 Epoch: 3 Global Step: 64220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:03,011-Speed 3347.60 samples/sec Loss 3.4577 LearningRate 0.0652 Epoch: 3 Global Step: 64230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:06,075-Speed 3342.40 samples/sec Loss 3.5811 LearningRate 0.0652 Epoch: 3 Global Step: 64240 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:09,122-Speed 3361.65 samples/sec Loss 3.5379 LearningRate 0.0652 Epoch: 3 Global Step: 64250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:12,182-Speed 3347.41 samples/sec Loss 3.6269 LearningRate 0.0652 Epoch: 3 Global Step: 64260 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:15,245-Speed 3343.18 samples/sec Loss 3.5812 LearningRate 0.0652 Epoch: 3 Global Step: 64270 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:18,305-Speed 3347.29 samples/sec Loss 3.5241 LearningRate 0.0652 Epoch: 3 Global Step: 64280 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:21,382-Speed 3329.03 samples/sec Loss 3.5837 LearningRate 0.0652 Epoch: 3 Global Step: 64290 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:24,527-Speed 3256.73 samples/sec Loss 3.5629 LearningRate 0.0652 Epoch: 3 Global Step: 64300 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:27,583-Speed 3351.55 samples/sec Loss 3.5918 LearningRate 0.0652 Epoch: 3 Global Step: 64310 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:30,647-Speed 3342.81 samples/sec Loss 3.4376 LearningRate 0.0652 Epoch: 3 Global Step: 64320 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:33,710-Speed 3343.63 samples/sec Loss 3.6180 LearningRate 0.0652 Epoch: 3 Global Step: 64330 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:36,776-Speed 3340.71 samples/sec Loss 3.5872 LearningRate 0.0652 Epoch: 3 Global Step: 64340 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:39,834-Speed 3349.83 samples/sec Loss 3.4944 LearningRate 0.0652 Epoch: 3 Global Step: 64350 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:42,912-Speed 3327.54 samples/sec Loss 3.5806 LearningRate 0.0652 Epoch: 3 Global Step: 64360 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:45,972-Speed 3346.88 samples/sec Loss 3.5601 LearningRate 0.0652 Epoch: 3 Global Step: 64370 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:49,040-Speed 3338.61 samples/sec Loss 3.5971 LearningRate 0.0651 Epoch: 3 Global Step: 64380 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:02:52,099-Speed 3348.96 samples/sec Loss 3.5780 LearningRate 0.0651 Epoch: 3 Global Step: 64390 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:55,156-Speed 3350.18 samples/sec Loss 3.6409 LearningRate 0.0651 Epoch: 3 Global Step: 64400 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:02:58,220-Speed 3342.95 samples/sec Loss 3.5566 LearningRate 0.0651 Epoch: 3 Global Step: 64410 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:01,280-Speed 3347.08 samples/sec Loss 3.6651 LearningRate 0.0651 Epoch: 3 Global Step: 64420 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:04,401-Speed 3281.95 samples/sec Loss 3.5926 LearningRate 0.0651 Epoch: 3 Global Step: 64430 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:07,531-Speed 3271.24 samples/sec Loss 3.5597 LearningRate 0.0651 Epoch: 3 Global Step: 64440 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:10,636-Speed 3299.55 samples/sec Loss 3.5862 LearningRate 0.0651 Epoch: 3 Global Step: 64450 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:13,694-Speed 3348.64 samples/sec Loss 3.5872 LearningRate 0.0651 Epoch: 3 Global Step: 64460 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:16,755-Speed 3346.79 samples/sec Loss 3.6259 LearningRate 0.0651 Epoch: 3 Global Step: 64470 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:19,814-Speed 3348.07 samples/sec Loss 3.6576 LearningRate 0.0651 Epoch: 3 Global Step: 64480 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:22,890-Speed 3329.48 samples/sec Loss 3.6133 LearningRate 0.0651 Epoch: 3 Global Step: 64490 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:25,971-Speed 3324.86 samples/sec Loss 3.5267 LearningRate 0.0651 Epoch: 3 Global Step: 64500 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:29,029-Speed 3348.81 samples/sec Loss 3.5911 LearningRate 0.0651 Epoch: 3 Global Step: 64510 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:32,108-Speed 3326.76 samples/sec Loss 3.6217 LearningRate 0.0651 Epoch: 3 Global Step: 64520 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:35,166-Speed 3349.84 samples/sec Loss 3.6156 LearningRate 0.0651 Epoch: 3 Global Step: 64530 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:38,241-Speed 3330.08 samples/sec Loss 3.6078 LearningRate 0.0651 Epoch: 3 Global Step: 64540 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:41,298-Speed 3350.94 samples/sec Loss 3.5414 LearningRate 0.0651 Epoch: 3 Global Step: 64550 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:03:44,357-Speed 3348.17 samples/sec Loss 3.5653 LearningRate 0.0651 Epoch: 3 Global Step: 64560 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:47,421-Speed 3343.63 samples/sec Loss 3.5374 LearningRate 0.0651 Epoch: 3 Global Step: 64570 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:50,483-Speed 3344.44 samples/sec Loss 3.5901 LearningRate 0.0651 Epoch: 3 Global Step: 64580 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:53,541-Speed 3349.19 samples/sec Loss 3.5130 LearningRate 0.0650 Epoch: 3 Global Step: 64590 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:56,598-Speed 3350.75 samples/sec Loss 3.6522 LearningRate 0.0650 Epoch: 3 Global Step: 64600 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:03:59,658-Speed 3346.63 samples/sec Loss 3.6291 LearningRate 0.0650 Epoch: 3 Global Step: 64610 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:02,728-Speed 3336.64 samples/sec Loss 3.5463 LearningRate 0.0650 Epoch: 3 Global Step: 64620 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:05,800-Speed 3333.80 samples/sec Loss 3.5354 LearningRate 0.0650 Epoch: 3 Global Step: 64630 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:08,882-Speed 3324.13 samples/sec Loss 3.6217 LearningRate 0.0650 Epoch: 3 Global Step: 64640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:11,956-Speed 3331.73 samples/sec Loss 3.4901 LearningRate 0.0650 Epoch: 3 Global Step: 64650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:15,036-Speed 3325.27 samples/sec Loss 3.5617 LearningRate 0.0650 Epoch: 3 Global Step: 64660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:18,113-Speed 3328.49 samples/sec Loss 3.5480 LearningRate 0.0650 Epoch: 3 Global Step: 64670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:21,174-Speed 3347.37 samples/sec Loss 3.5769 LearningRate 0.0650 Epoch: 3 Global Step: 64680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:24,269-Speed 3309.36 samples/sec Loss 3.6805 LearningRate 0.0650 Epoch: 3 Global Step: 64690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:27,328-Speed 3348.14 samples/sec Loss 3.6181 LearningRate 0.0650 Epoch: 3 Global Step: 64700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:30,393-Speed 3341.33 samples/sec Loss 3.6157 LearningRate 0.0650 Epoch: 3 Global Step: 64710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:33,450-Speed 3350.57 samples/sec Loss 3.5639 LearningRate 0.0650 Epoch: 3 Global Step: 64720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:36,516-Speed 3340.97 samples/sec Loss 3.5219 LearningRate 0.0650 Epoch: 3 Global Step: 64730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:39,574-Speed 3348.83 samples/sec Loss 3.6667 LearningRate 0.0650 Epoch: 3 Global Step: 64740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:42,633-Speed 3348.12 samples/sec Loss 3.6052 LearningRate 0.0650 Epoch: 3 Global Step: 64750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:45,724-Speed 3313.84 samples/sec Loss 3.5524 LearningRate 0.0650 Epoch: 3 Global Step: 64760 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:04:48,774-Speed 3357.56 samples/sec Loss 3.5754 LearningRate 0.0650 Epoch: 3 Global Step: 64770 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:51,848-Speed 3332.24 samples/sec Loss 3.5498 LearningRate 0.0650 Epoch: 3 Global Step: 64780 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:54,912-Speed 3343.08 samples/sec Loss 3.6203 LearningRate 0.0649 Epoch: 3 Global Step: 64790 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:04:57,984-Speed 3333.94 samples/sec Loss 3.6132 LearningRate 0.0649 Epoch: 3 Global Step: 64800 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:01,054-Speed 3336.46 samples/sec Loss 3.5827 LearningRate 0.0649 Epoch: 3 Global Step: 64810 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:04,144-Speed 3315.05 samples/sec Loss 3.6306 LearningRate 0.0649 Epoch: 3 Global Step: 64820 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:07,214-Speed 3336.93 samples/sec Loss 3.5461 LearningRate 0.0649 Epoch: 3 Global Step: 64830 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:10,278-Speed 3342.67 samples/sec Loss 3.5487 LearningRate 0.0649 Epoch: 3 Global Step: 64840 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:13,341-Speed 3343.93 samples/sec Loss 3.6309 LearningRate 0.0649 Epoch: 3 Global Step: 64850 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:16,400-Speed 3347.61 samples/sec Loss 3.5849 LearningRate 0.0649 Epoch: 3 Global Step: 64860 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:19,466-Speed 3340.62 samples/sec Loss 3.5633 LearningRate 0.0649 Epoch: 3 Global Step: 64870 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:22,545-Speed 3326.23 samples/sec Loss 3.5398 LearningRate 0.0649 Epoch: 3 Global Step: 64880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:25,615-Speed 3337.43 samples/sec Loss 3.5447 LearningRate 0.0649 Epoch: 3 Global Step: 64890 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:28,686-Speed 3336.40 samples/sec Loss 3.5161 LearningRate 0.0649 Epoch: 3 Global Step: 64900 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:05:31,746-Speed 3347.37 samples/sec Loss 3.5964 LearningRate 0.0649 Epoch: 3 Global Step: 64910 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:34,816-Speed 3336.03 samples/sec Loss 3.5978 LearningRate 0.0649 Epoch: 3 Global Step: 64920 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:37,884-Speed 3338.50 samples/sec Loss 3.5043 LearningRate 0.0649 Epoch: 3 Global Step: 64930 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:40,958-Speed 3331.13 samples/sec Loss 3.5566 LearningRate 0.0649 Epoch: 3 Global Step: 64940 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:44,020-Speed 3345.51 samples/sec Loss 3.5388 LearningRate 0.0649 Epoch: 3 Global Step: 64950 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:47,183-Speed 3237.66 samples/sec Loss 3.6122 LearningRate 0.0649 Epoch: 3 Global Step: 64960 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:50,272-Speed 3316.63 samples/sec Loss 3.6111 LearningRate 0.0649 Epoch: 3 Global Step: 64970 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:53,363-Speed 3313.77 samples/sec Loss 3.5431 LearningRate 0.0649 Epoch: 3 Global Step: 64980 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:56,464-Speed 3303.40 samples/sec Loss 3.5500 LearningRate 0.0649 Epoch: 3 Global Step: 64990 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:05:59,542-Speed 3327.42 samples/sec Loss 3.5172 LearningRate 0.0648 Epoch: 3 Global Step: 65000 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:02,609-Speed 3339.84 samples/sec Loss 3.5078 LearningRate 0.0648 Epoch: 3 Global Step: 65010 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:05,671-Speed 3344.66 samples/sec Loss 3.6001 LearningRate 0.0648 Epoch: 3 Global Step: 65020 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:08,744-Speed 3332.41 samples/sec Loss 3.5735 LearningRate 0.0648 Epoch: 3 Global Step: 65030 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:11,813-Speed 3338.06 samples/sec Loss 3.5536 LearningRate 0.0648 Epoch: 3 Global Step: 65040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:14,889-Speed 3329.86 samples/sec Loss 3.6641 LearningRate 0.0648 Epoch: 3 Global Step: 65050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:17,951-Speed 3345.27 samples/sec Loss 3.5782 LearningRate 0.0648 Epoch: 3 Global Step: 65060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:21,015-Speed 3342.42 samples/sec Loss 3.5112 LearningRate 0.0648 Epoch: 3 Global Step: 65070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:24,081-Speed 3340.35 samples/sec Loss 3.4432 LearningRate 0.0648 Epoch: 3 Global Step: 65080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:27,144-Speed 3344.06 samples/sec Loss 3.6003 LearningRate 0.0648 Epoch: 3 Global Step: 65090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:30,211-Speed 3340.09 samples/sec Loss 3.5174 LearningRate 0.0648 Epoch: 3 Global Step: 65100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:06:33,282-Speed 3334.79 samples/sec Loss 3.5496 LearningRate 0.0648 Epoch: 3 Global Step: 65110 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:06:36,342-Speed 3347.06 samples/sec Loss 3.5028 LearningRate 0.0648 Epoch: 3 Global Step: 65120 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:39,404-Speed 3345.12 samples/sec Loss 3.4994 LearningRate 0.0648 Epoch: 3 Global Step: 65130 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:42,483-Speed 3326.32 samples/sec Loss 3.5380 LearningRate 0.0648 Epoch: 3 Global Step: 65140 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:45,558-Speed 3331.56 samples/sec Loss 3.5984 LearningRate 0.0648 Epoch: 3 Global Step: 65150 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:48,626-Speed 3338.17 samples/sec Loss 3.5210 LearningRate 0.0648 Epoch: 3 Global Step: 65160 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:51,705-Speed 3326.76 samples/sec Loss 3.6106 LearningRate 0.0648 Epoch: 3 Global Step: 65170 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:54,776-Speed 3334.85 samples/sec Loss 3.5276 LearningRate 0.0648 Epoch: 3 Global Step: 65180 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:06:57,844-Speed 3339.02 samples/sec Loss 3.5506 LearningRate 0.0648 Epoch: 3 Global Step: 65190 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:00,964-Speed 3282.88 samples/sec Loss 3.5627 LearningRate 0.0648 Epoch: 3 Global Step: 65200 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:04,108-Speed 3257.76 samples/sec Loss 3.5781 LearningRate 0.0647 Epoch: 3 Global Step: 65210 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:07,175-Speed 3339.41 samples/sec Loss 3.4670 LearningRate 0.0647 Epoch: 3 Global Step: 65220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:07:10,241-Speed 3340.95 samples/sec Loss 3.5564 LearningRate 0.0647 Epoch: 3 Global Step: 65230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:07:13,314-Speed 3333.46 samples/sec Loss 3.6221 LearningRate 0.0647 Epoch: 3 Global Step: 65240 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:07:16,385-Speed 3334.76 samples/sec Loss 3.5729 LearningRate 0.0647 Epoch: 3 Global Step: 65250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:07:19,437-Speed 3355.58 samples/sec Loss 3.5606 LearningRate 0.0647 Epoch: 3 Global Step: 65260 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:22,521-Speed 3321.21 samples/sec Loss 3.5790 LearningRate 0.0647 Epoch: 3 Global Step: 65270 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:25,585-Speed 3342.40 samples/sec Loss 3.5344 LearningRate 0.0647 Epoch: 3 Global Step: 65280 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:28,652-Speed 3340.33 samples/sec Loss 3.6070 LearningRate 0.0647 Epoch: 3 Global Step: 65290 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:31,735-Speed 3321.38 samples/sec Loss 3.5904 LearningRate 0.0647 Epoch: 3 Global Step: 65300 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:34,808-Speed 3333.68 samples/sec Loss 3.4997 LearningRate 0.0647 Epoch: 3 Global Step: 65310 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:37,892-Speed 3321.23 samples/sec Loss 3.5360 LearningRate 0.0647 Epoch: 3 Global Step: 65320 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:40,979-Speed 3317.90 samples/sec Loss 3.5430 LearningRate 0.0647 Epoch: 3 Global Step: 65330 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:44,053-Speed 3331.82 samples/sec Loss 3.6203 LearningRate 0.0647 Epoch: 3 Global Step: 65340 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:47,134-Speed 3324.78 samples/sec Loss 3.6097 LearningRate 0.0647 Epoch: 3 Global Step: 65350 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:07:50,262-Speed 3274.60 samples/sec Loss 3.4713 LearningRate 0.0647 Epoch: 3 Global Step: 65360 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:07:53,329-Speed 3339.03 samples/sec Loss 3.5095 LearningRate 0.0647 Epoch: 3 Global Step: 65370 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:07:56,424-Speed 3309.13 samples/sec Loss 3.4966 LearningRate 0.0647 Epoch: 3 Global Step: 65380 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:07:59,504-Speed 3325.28 samples/sec Loss 3.6118 LearningRate 0.0647 Epoch: 3 Global Step: 65390 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:08:02,696-Speed 3209.41 samples/sec Loss 3.5542 LearningRate 0.0647 Epoch: 3 Global Step: 65400 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:08:05,803-Speed 3296.25 samples/sec Loss 3.5388 LearningRate 0.0647 Epoch: 3 Global Step: 65410 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:08:08,856-Speed 3355.40 samples/sec Loss 3.6043 LearningRate 0.0646 Epoch: 3 Global Step: 65420 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:11,946-Speed 3314.37 samples/sec Loss 3.6323 LearningRate 0.0646 Epoch: 3 Global Step: 65430 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:15,026-Speed 3325.39 samples/sec Loss 3.5807 LearningRate 0.0646 Epoch: 3 Global Step: 65440 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:18,106-Speed 3326.03 samples/sec Loss 3.5370 LearningRate 0.0646 Epoch: 3 Global Step: 65450 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:21,188-Speed 3323.44 samples/sec Loss 3.6002 LearningRate 0.0646 Epoch: 3 Global Step: 65460 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:24,256-Speed 3338.28 samples/sec Loss 3.5875 LearningRate 0.0646 Epoch: 3 Global Step: 65470 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:27,354-Speed 3305.98 samples/sec Loss 3.6101 LearningRate 0.0646 Epoch: 3 Global Step: 65480 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:30,422-Speed 3338.45 samples/sec Loss 3.5693 LearningRate 0.0646 Epoch: 3 Global Step: 65490 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:33,491-Speed 3337.40 samples/sec Loss 3.4478 LearningRate 0.0646 Epoch: 3 Global Step: 65500 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:36,565-Speed 3331.41 samples/sec Loss 3.5042 LearningRate 0.0646 Epoch: 3 Global Step: 65510 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:39,632-Speed 3340.09 samples/sec Loss 3.4975 LearningRate 0.0646 Epoch: 3 Global Step: 65520 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:08:42,705-Speed 3333.21 samples/sec Loss 3.5736 LearningRate 0.0646 Epoch: 3 Global Step: 65530 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:08:45,780-Speed 3330.69 samples/sec Loss 3.5880 LearningRate 0.0646 Epoch: 3 Global Step: 65540 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:48,856-Speed 3329.10 samples/sec Loss 3.5567 LearningRate 0.0646 Epoch: 3 Global Step: 65550 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:51,934-Speed 3327.64 samples/sec Loss 3.5216 LearningRate 0.0646 Epoch: 3 Global Step: 65560 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:55,006-Speed 3333.82 samples/sec Loss 3.5048 LearningRate 0.0646 Epoch: 3 Global Step: 65570 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:08:58,084-Speed 3328.33 samples/sec Loss 3.5657 LearningRate 0.0646 Epoch: 3 Global Step: 65580 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:09:01,147-Speed 3343.99 samples/sec Loss 3.5730 LearningRate 0.0646 Epoch: 3 Global Step: 65590 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:09:04,217-Speed 3335.88 samples/sec Loss 3.5753 LearningRate 0.0646 Epoch: 3 Global Step: 65600 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:09:07,330-Speed 3291.13 samples/sec Loss 3.5244 LearningRate 0.0646 Epoch: 3 Global Step: 65610 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:09:10,407-Speed 3328.35 samples/sec Loss 3.5235 LearningRate 0.0645 Epoch: 3 Global Step: 65620 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:09:13,491-Speed 3321.32 samples/sec Loss 3.6095 LearningRate 0.0645 Epoch: 3 Global Step: 65630 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:09:16,563-Speed 3333.43 samples/sec Loss 3.5369 LearningRate 0.0645 Epoch: 3 Global Step: 65640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:19,632-Speed 3337.25 samples/sec Loss 3.6321 LearningRate 0.0645 Epoch: 3 Global Step: 65650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:22,702-Speed 3336.94 samples/sec Loss 3.5993 LearningRate 0.0645 Epoch: 3 Global Step: 65660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:25,765-Speed 3343.81 samples/sec Loss 3.6147 LearningRate 0.0645 Epoch: 3 Global Step: 65670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:28,841-Speed 3329.48 samples/sec Loss 3.5462 LearningRate 0.0645 Epoch: 3 Global Step: 65680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:31,913-Speed 3333.97 samples/sec Loss 3.6193 LearningRate 0.0645 Epoch: 3 Global Step: 65690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:34,979-Speed 3341.44 samples/sec Loss 3.5788 LearningRate 0.0645 Epoch: 3 Global Step: 65700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:38,097-Speed 3284.60 samples/sec Loss 3.5963 LearningRate 0.0645 Epoch: 3 Global Step: 65710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:41,178-Speed 3324.44 samples/sec Loss 3.6394 LearningRate 0.0645 Epoch: 3 Global Step: 65720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:44,272-Speed 3309.66 samples/sec Loss 3.6014 LearningRate 0.0645 Epoch: 3 Global Step: 65730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:47,378-Speed 3298.05 samples/sec Loss 3.6373 LearningRate 0.0645 Epoch: 3 Global Step: 65740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:50,452-Speed 3332.00 samples/sec Loss 3.5522 LearningRate 0.0645 Epoch: 3 Global Step: 65750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:53,522-Speed 3336.70 samples/sec Loss 3.5439 LearningRate 0.0645 Epoch: 3 Global Step: 65760 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:09:56,579-Speed 3350.64 samples/sec Loss 3.5193 LearningRate 0.0645 Epoch: 3 Global Step: 65770 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:09:59,781-Speed 3198.79 samples/sec Loss 3.5181 LearningRate 0.0645 Epoch: 3 Global Step: 65780 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:02,852-Speed 3334.23 samples/sec Loss 3.5374 LearningRate 0.0645 Epoch: 3 Global Step: 65790 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:05,984-Speed 3270.73 samples/sec Loss 3.5111 LearningRate 0.0645 Epoch: 3 Global Step: 65800 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:09,188-Speed 3196.94 samples/sec Loss 3.5388 LearningRate 0.0645 Epoch: 3 Global Step: 65810 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:12,345-Speed 3243.77 samples/sec Loss 3.5462 LearningRate 0.0645 Epoch: 3 Global Step: 65820 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:15,502-Speed 3244.38 samples/sec Loss 3.5076 LearningRate 0.0644 Epoch: 3 Global Step: 65830 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:18,688-Speed 3214.95 samples/sec Loss 3.6081 LearningRate 0.0644 Epoch: 3 Global Step: 65840 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:21,856-Speed 3234.29 samples/sec Loss 3.6180 LearningRate 0.0644 Epoch: 3 Global Step: 65850 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:24,954-Speed 3305.60 samples/sec Loss 3.6297 LearningRate 0.0644 Epoch: 3 Global Step: 65860 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:28,044-Speed 3314.07 samples/sec Loss 3.5602 LearningRate 0.0644 Epoch: 3 Global Step: 65870 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:10:31,118-Speed 3332.68 samples/sec Loss 3.5002 LearningRate 0.0644 Epoch: 3 Global Step: 65880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:10:34,195-Speed 3327.98 samples/sec Loss 3.5776 LearningRate 0.0644 Epoch: 3 Global Step: 65890 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:10:37,262-Speed 3340.42 samples/sec Loss 3.5475 LearningRate 0.0644 Epoch: 3 Global Step: 65900 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:10:40,352-Speed 3314.32 samples/sec Loss 3.5582 LearningRate 0.0644 Epoch: 3 Global Step: 65910 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:10:43,428-Speed 3329.96 samples/sec Loss 3.5129 LearningRate 0.0644 Epoch: 3 Global Step: 65920 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:10:46,531-Speed 3300.59 samples/sec Loss 3.5623 LearningRate 0.0644 Epoch: 3 Global Step: 65930 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:10:49,609-Speed 3327.33 samples/sec Loss 3.4554 LearningRate 0.0644 Epoch: 3 Global Step: 65940 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:52,698-Speed 3316.32 samples/sec Loss 3.5704 LearningRate 0.0644 Epoch: 3 Global Step: 65950 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:55,826-Speed 3274.04 samples/sec Loss 3.4977 LearningRate 0.0644 Epoch: 3 Global Step: 65960 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:10:58,891-Speed 3341.93 samples/sec Loss 3.5807 LearningRate 0.0644 Epoch: 3 Global Step: 65970 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:11:01,974-Speed 3322.54 samples/sec Loss 3.5928 LearningRate 0.0644 Epoch: 3 Global Step: 65980 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:11:05,123-Speed 3252.55 samples/sec Loss 3.5873 LearningRate 0.0644 Epoch: 3 Global Step: 65990 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:11:08,228-Speed 3298.63 samples/sec Loss 3.5045 LearningRate 0.0644 Epoch: 3 Global Step: 66000 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:11:52,306-[lfw][66000]XNorm: 22.518547 Training: 2022-04-11 06:11:52,307-[lfw][66000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 06:11:52,307-[lfw][66000]Accuracy-Highest: 0.99817 Training: 2022-04-11 06:12:43,796-[cfp_fp][66000]XNorm: 20.936121 Training: 2022-04-11 06:12:43,796-[cfp_fp][66000]Accuracy-Flip: 0.98043+-0.00679 Training: 2022-04-11 06:12:43,797-[cfp_fp][66000]Accuracy-Highest: 0.98414 Training: 2022-04-11 06:13:28,014-[agedb_30][66000]XNorm: 22.619924 Training: 2022-04-11 06:13:28,014-[agedb_30][66000]Accuracy-Flip: 0.98033+-0.00752 Training: 2022-04-11 06:13:28,015-[agedb_30][66000]Accuracy-Highest: 0.98100 Training: 2022-04-11 06:13:31,096-Speed 71.67 samples/sec Loss 3.5843 LearningRate 0.0644 Epoch: 3 Global Step: 66010 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:13:34,212-Speed 3286.89 samples/sec Loss 3.5550 LearningRate 0.0644 Epoch: 3 Global Step: 66020 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:13:37,294-Speed 3323.07 samples/sec Loss 3.5281 LearningRate 0.0644 Epoch: 3 Global Step: 66030 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:13:40,373-Speed 3326.08 samples/sec Loss 3.4940 LearningRate 0.0643 Epoch: 3 Global Step: 66040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:13:43,445-Speed 3333.93 samples/sec Loss 3.4853 LearningRate 0.0643 Epoch: 3 Global Step: 66050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:13:46,607-Speed 3239.71 samples/sec Loss 3.5866 LearningRate 0.0643 Epoch: 3 Global Step: 66060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:13:49,823-Speed 3184.85 samples/sec Loss 3.5508 LearningRate 0.0643 Epoch: 3 Global Step: 66070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:13:52,899-Speed 3330.33 samples/sec Loss 3.5522 LearningRate 0.0643 Epoch: 3 Global Step: 66080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:13:55,963-Speed 3341.76 samples/sec Loss 3.4717 LearningRate 0.0643 Epoch: 3 Global Step: 66090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:13:59,024-Speed 3346.76 samples/sec Loss 3.6382 LearningRate 0.0643 Epoch: 3 Global Step: 66100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:02,082-Speed 3349.88 samples/sec Loss 3.5295 LearningRate 0.0643 Epoch: 3 Global Step: 66110 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:05,149-Speed 3338.63 samples/sec Loss 3.5347 LearningRate 0.0643 Epoch: 3 Global Step: 66120 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:08,211-Speed 3344.68 samples/sec Loss 3.5745 LearningRate 0.0643 Epoch: 3 Global Step: 66130 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:11,414-Speed 3198.04 samples/sec Loss 3.5314 LearningRate 0.0643 Epoch: 3 Global Step: 66140 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:14,621-Speed 3194.35 samples/sec Loss 3.5771 LearningRate 0.0643 Epoch: 3 Global Step: 66150 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:17,738-Speed 3285.56 samples/sec Loss 3.4333 LearningRate 0.0643 Epoch: 3 Global Step: 66160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:20,833-Speed 3309.94 samples/sec Loss 3.5185 LearningRate 0.0643 Epoch: 3 Global Step: 66170 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:23,896-Speed 3343.39 samples/sec Loss 3.5917 LearningRate 0.0643 Epoch: 3 Global Step: 66180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:26,961-Speed 3341.64 samples/sec Loss 3.5265 LearningRate 0.0643 Epoch: 3 Global Step: 66190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:30,022-Speed 3346.43 samples/sec Loss 3.4529 LearningRate 0.0643 Epoch: 3 Global Step: 66200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:33,101-Speed 3326.75 samples/sec Loss 3.4691 LearningRate 0.0643 Epoch: 3 Global Step: 66210 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:36,178-Speed 3327.79 samples/sec Loss 3.5424 LearningRate 0.0643 Epoch: 3 Global Step: 66220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:39,269-Speed 3314.64 samples/sec Loss 3.5865 LearningRate 0.0643 Epoch: 3 Global Step: 66230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:42,353-Speed 3321.09 samples/sec Loss 3.5911 LearningRate 0.0643 Epoch: 3 Global Step: 66240 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:14:45,416-Speed 3344.12 samples/sec Loss 3.4704 LearningRate 0.0642 Epoch: 3 Global Step: 66250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:48,478-Speed 3344.59 samples/sec Loss 3.4568 LearningRate 0.0642 Epoch: 3 Global Step: 66260 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:51,563-Speed 3320.75 samples/sec Loss 3.4702 LearningRate 0.0642 Epoch: 3 Global Step: 66270 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:54,670-Speed 3295.81 samples/sec Loss 3.5284 LearningRate 0.0642 Epoch: 3 Global Step: 66280 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:14:57,757-Speed 3318.42 samples/sec Loss 3.5712 LearningRate 0.0642 Epoch: 3 Global Step: 66290 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:00,823-Speed 3340.75 samples/sec Loss 3.5225 LearningRate 0.0642 Epoch: 3 Global Step: 66300 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:03,902-Speed 3326.28 samples/sec Loss 3.5272 LearningRate 0.0642 Epoch: 3 Global Step: 66310 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:07,006-Speed 3299.52 samples/sec Loss 3.5685 LearningRate 0.0642 Epoch: 3 Global Step: 66320 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:10,071-Speed 3342.78 samples/sec Loss 3.5108 LearningRate 0.0642 Epoch: 3 Global Step: 66330 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:13,135-Speed 3342.81 samples/sec Loss 3.4416 LearningRate 0.0642 Epoch: 3 Global Step: 66340 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:16,183-Speed 3359.54 samples/sec Loss 3.4922 LearningRate 0.0642 Epoch: 3 Global Step: 66350 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:19,300-Speed 3286.49 samples/sec Loss 3.5490 LearningRate 0.0642 Epoch: 3 Global Step: 66360 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:22,368-Speed 3337.92 samples/sec Loss 3.4851 LearningRate 0.0642 Epoch: 3 Global Step: 66370 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:25,435-Speed 3339.28 samples/sec Loss 3.5463 LearningRate 0.0642 Epoch: 3 Global Step: 66380 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:28,510-Speed 3331.75 samples/sec Loss 3.5220 LearningRate 0.0642 Epoch: 3 Global Step: 66390 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:31,573-Speed 3343.18 samples/sec Loss 3.4501 LearningRate 0.0642 Epoch: 3 Global Step: 66400 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:34,653-Speed 3326.00 samples/sec Loss 3.5353 LearningRate 0.0642 Epoch: 3 Global Step: 66410 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:37,741-Speed 3316.32 samples/sec Loss 3.4938 LearningRate 0.0642 Epoch: 3 Global Step: 66420 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:40,880-Speed 3263.88 samples/sec Loss 3.5411 LearningRate 0.0642 Epoch: 3 Global Step: 66430 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:43,946-Speed 3339.95 samples/sec Loss 3.5112 LearningRate 0.0642 Epoch: 3 Global Step: 66440 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:15:47,022-Speed 3329.66 samples/sec Loss 3.5632 LearningRate 0.0642 Epoch: 3 Global Step: 66450 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:50,090-Speed 3337.97 samples/sec Loss 3.5676 LearningRate 0.0641 Epoch: 3 Global Step: 66460 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:53,169-Speed 3327.07 samples/sec Loss 3.5173 LearningRate 0.0641 Epoch: 3 Global Step: 66470 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:56,249-Speed 3325.92 samples/sec Loss 3.5692 LearningRate 0.0641 Epoch: 3 Global Step: 66480 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:15:59,319-Speed 3336.03 samples/sec Loss 3.4937 LearningRate 0.0641 Epoch: 3 Global Step: 66490 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:02,493-Speed 3227.76 samples/sec Loss 3.4872 LearningRate 0.0641 Epoch: 3 Global Step: 66500 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:05,568-Speed 3330.05 samples/sec Loss 3.5389 LearningRate 0.0641 Epoch: 3 Global Step: 66510 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:08,642-Speed 3331.81 samples/sec Loss 3.5044 LearningRate 0.0641 Epoch: 3 Global Step: 66520 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:11,719-Speed 3328.85 samples/sec Loss 3.5394 LearningRate 0.0641 Epoch: 3 Global Step: 66530 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:14,793-Speed 3331.94 samples/sec Loss 3.5546 LearningRate 0.0641 Epoch: 3 Global Step: 66540 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:17,869-Speed 3329.53 samples/sec Loss 3.5277 LearningRate 0.0641 Epoch: 3 Global Step: 66550 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:20,946-Speed 3329.06 samples/sec Loss 3.4846 LearningRate 0.0641 Epoch: 3 Global Step: 66560 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:24,012-Speed 3341.26 samples/sec Loss 3.4938 LearningRate 0.0641 Epoch: 3 Global Step: 66570 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:27,083-Speed 3334.68 samples/sec Loss 3.5752 LearningRate 0.0641 Epoch: 3 Global Step: 66580 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:30,171-Speed 3317.52 samples/sec Loss 3.5109 LearningRate 0.0641 Epoch: 3 Global Step: 66590 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:33,275-Speed 3299.29 samples/sec Loss 3.5924 LearningRate 0.0641 Epoch: 3 Global Step: 66600 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:36,351-Speed 3329.45 samples/sec Loss 3.5013 LearningRate 0.0641 Epoch: 3 Global Step: 66610 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:39,420-Speed 3338.08 samples/sec Loss 3.5488 LearningRate 0.0641 Epoch: 3 Global Step: 66620 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:42,506-Speed 3319.01 samples/sec Loss 3.5260 LearningRate 0.0641 Epoch: 3 Global Step: 66630 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:45,574-Speed 3337.88 samples/sec Loss 3.5485 LearningRate 0.0641 Epoch: 3 Global Step: 66640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:48,639-Speed 3341.82 samples/sec Loss 3.4616 LearningRate 0.0641 Epoch: 3 Global Step: 66650 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:16:51,701-Speed 3345.25 samples/sec Loss 3.5297 LearningRate 0.0640 Epoch: 3 Global Step: 66660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:54,850-Speed 3252.26 samples/sec Loss 3.3839 LearningRate 0.0640 Epoch: 3 Global Step: 66670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:16:57,937-Speed 3318.77 samples/sec Loss 3.5513 LearningRate 0.0640 Epoch: 3 Global Step: 66680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:01,012-Speed 3330.72 samples/sec Loss 3.4890 LearningRate 0.0640 Epoch: 3 Global Step: 66690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:04,096-Speed 3321.41 samples/sec Loss 3.5071 LearningRate 0.0640 Epoch: 3 Global Step: 66700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:07,229-Speed 3268.45 samples/sec Loss 3.5539 LearningRate 0.0640 Epoch: 3 Global Step: 66710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:10,294-Speed 3341.66 samples/sec Loss 3.4737 LearningRate 0.0640 Epoch: 3 Global Step: 66720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:13,357-Speed 3344.07 samples/sec Loss 3.5552 LearningRate 0.0640 Epoch: 3 Global Step: 66730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:16,433-Speed 3329.32 samples/sec Loss 3.6038 LearningRate 0.0640 Epoch: 3 Global Step: 66740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:19,500-Speed 3340.13 samples/sec Loss 3.5221 LearningRate 0.0640 Epoch: 3 Global Step: 66750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:22,792-Speed 3111.27 samples/sec Loss 3.6277 LearningRate 0.0640 Epoch: 3 Global Step: 66760 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:52,718-Speed 342.19 samples/sec Loss 3.1324 LearningRate 0.0640 Epoch: 4 Global Step: 66770 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:56,290-Speed 2867.83 samples/sec Loss 2.8918 LearningRate 0.0640 Epoch: 4 Global Step: 66780 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:17:59,376-Speed 3319.13 samples/sec Loss 3.0033 LearningRate 0.0640 Epoch: 4 Global Step: 66790 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:02,450-Speed 3332.56 samples/sec Loss 2.9091 LearningRate 0.0640 Epoch: 4 Global Step: 66800 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:05,515-Speed 3341.71 samples/sec Loss 2.9788 LearningRate 0.0640 Epoch: 4 Global Step: 66810 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:08,588-Speed 3333.46 samples/sec Loss 2.8611 LearningRate 0.0640 Epoch: 4 Global Step: 66820 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:11,659-Speed 3335.09 samples/sec Loss 2.8906 LearningRate 0.0640 Epoch: 4 Global Step: 66830 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:14,736-Speed 3329.38 samples/sec Loss 2.9637 LearningRate 0.0640 Epoch: 4 Global Step: 66840 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:17,898-Speed 3239.55 samples/sec Loss 2.8853 LearningRate 0.0640 Epoch: 4 Global Step: 66850 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:20,970-Speed 3334.25 samples/sec Loss 2.9431 LearningRate 0.0640 Epoch: 4 Global Step: 66860 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:24,062-Speed 3313.01 samples/sec Loss 2.9405 LearningRate 0.0639 Epoch: 4 Global Step: 66870 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:27,120-Speed 3349.42 samples/sec Loss 2.9000 LearningRate 0.0639 Epoch: 4 Global Step: 66880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:30,682-Speed 2876.01 samples/sec Loss 2.9038 LearningRate 0.0639 Epoch: 4 Global Step: 66890 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:18:33,767-Speed 3320.45 samples/sec Loss 2.9035 LearningRate 0.0639 Epoch: 4 Global Step: 66900 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:36,866-Speed 3304.79 samples/sec Loss 3.0019 LearningRate 0.0639 Epoch: 4 Global Step: 66910 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:39,931-Speed 3342.74 samples/sec Loss 2.8769 LearningRate 0.0639 Epoch: 4 Global Step: 66920 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:43,010-Speed 3326.44 samples/sec Loss 2.8030 LearningRate 0.0639 Epoch: 4 Global Step: 66930 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:46,097-Speed 3318.15 samples/sec Loss 2.9310 LearningRate 0.0639 Epoch: 4 Global Step: 66940 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:49,166-Speed 3337.36 samples/sec Loss 2.9847 LearningRate 0.0639 Epoch: 4 Global Step: 66950 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:52,238-Speed 3334.24 samples/sec Loss 2.9684 LearningRate 0.0639 Epoch: 4 Global Step: 66960 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:55,307-Speed 3337.01 samples/sec Loss 2.9000 LearningRate 0.0639 Epoch: 4 Global Step: 66970 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:18:58,377-Speed 3337.35 samples/sec Loss 2.9619 LearningRate 0.0639 Epoch: 4 Global Step: 66980 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:19:01,516-Speed 3262.79 samples/sec Loss 2.9059 LearningRate 0.0639 Epoch: 4 Global Step: 66990 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:19:04,680-Speed 3237.00 samples/sec Loss 2.9479 LearningRate 0.0639 Epoch: 4 Global Step: 67000 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:07,773-Speed 3311.26 samples/sec Loss 2.8748 LearningRate 0.0639 Epoch: 4 Global Step: 67010 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:10,846-Speed 3333.75 samples/sec Loss 2.9472 LearningRate 0.0639 Epoch: 4 Global Step: 67020 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:13,951-Speed 3298.15 samples/sec Loss 2.9845 LearningRate 0.0639 Epoch: 4 Global Step: 67030 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:17,061-Speed 3293.96 samples/sec Loss 2.9054 LearningRate 0.0639 Epoch: 4 Global Step: 67040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:20,164-Speed 3299.86 samples/sec Loss 2.9380 LearningRate 0.0639 Epoch: 4 Global Step: 67050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:23,237-Speed 3334.51 samples/sec Loss 2.8997 LearningRate 0.0639 Epoch: 4 Global Step: 67060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:26,409-Speed 3228.09 samples/sec Loss 2.8895 LearningRate 0.0639 Epoch: 4 Global Step: 67070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:29,479-Speed 3336.69 samples/sec Loss 2.9813 LearningRate 0.0638 Epoch: 4 Global Step: 67080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:32,551-Speed 3334.18 samples/sec Loss 2.9744 LearningRate 0.0638 Epoch: 4 Global Step: 67090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:35,775-Speed 3177.04 samples/sec Loss 2.9053 LearningRate 0.0638 Epoch: 4 Global Step: 67100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:38,853-Speed 3327.22 samples/sec Loss 2.9698 LearningRate 0.0638 Epoch: 4 Global Step: 67110 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:41,948-Speed 3309.09 samples/sec Loss 2.9347 LearningRate 0.0638 Epoch: 4 Global Step: 67120 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:45,032-Speed 3321.84 samples/sec Loss 2.8888 LearningRate 0.0638 Epoch: 4 Global Step: 67130 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:48,144-Speed 3291.07 samples/sec Loss 2.9090 LearningRate 0.0638 Epoch: 4 Global Step: 67140 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:51,224-Speed 3325.83 samples/sec Loss 2.9569 LearningRate 0.0638 Epoch: 4 Global Step: 67150 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:54,324-Speed 3303.68 samples/sec Loss 3.0405 LearningRate 0.0638 Epoch: 4 Global Step: 67160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:19:57,518-Speed 3207.90 samples/sec Loss 3.0425 LearningRate 0.0638 Epoch: 4 Global Step: 67170 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:00,624-Speed 3296.80 samples/sec Loss 2.9405 LearningRate 0.0638 Epoch: 4 Global Step: 67180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:03,726-Speed 3302.20 samples/sec Loss 2.9235 LearningRate 0.0638 Epoch: 4 Global Step: 67190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:06,783-Speed 3350.75 samples/sec Loss 2.9191 LearningRate 0.0638 Epoch: 4 Global Step: 67200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:09,868-Speed 3320.14 samples/sec Loss 2.9348 LearningRate 0.0638 Epoch: 4 Global Step: 67210 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:13,006-Speed 3264.29 samples/sec Loss 2.9751 LearningRate 0.0638 Epoch: 4 Global Step: 67220 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:16,111-Speed 3298.44 samples/sec Loss 3.0089 LearningRate 0.0638 Epoch: 4 Global Step: 67230 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:19,213-Speed 3302.51 samples/sec Loss 2.9558 LearningRate 0.0638 Epoch: 4 Global Step: 67240 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:22,291-Speed 3328.55 samples/sec Loss 2.9625 LearningRate 0.0638 Epoch: 4 Global Step: 67250 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:25,372-Speed 3323.91 samples/sec Loss 2.9221 LearningRate 0.0638 Epoch: 4 Global Step: 67260 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:28,448-Speed 3330.28 samples/sec Loss 2.9384 LearningRate 0.0638 Epoch: 4 Global Step: 67270 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:31,529-Speed 3323.40 samples/sec Loss 2.9845 LearningRate 0.0638 Epoch: 4 Global Step: 67280 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:34,642-Speed 3290.62 samples/sec Loss 2.9667 LearningRate 0.0637 Epoch: 4 Global Step: 67290 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:37,721-Speed 3327.14 samples/sec Loss 2.8861 LearningRate 0.0637 Epoch: 4 Global Step: 67300 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:40,826-Speed 3298.10 samples/sec Loss 2.9845 LearningRate 0.0637 Epoch: 4 Global Step: 67310 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:20:43,958-Speed 3270.61 samples/sec Loss 2.9855 LearningRate 0.0637 Epoch: 4 Global Step: 67320 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:47,065-Speed 3295.96 samples/sec Loss 2.9635 LearningRate 0.0637 Epoch: 4 Global Step: 67330 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:50,144-Speed 3326.77 samples/sec Loss 3.0150 LearningRate 0.0637 Epoch: 4 Global Step: 67340 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:53,219-Speed 3331.21 samples/sec Loss 2.9661 LearningRate 0.0637 Epoch: 4 Global Step: 67350 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:56,286-Speed 3339.92 samples/sec Loss 3.0485 LearningRate 0.0637 Epoch: 4 Global Step: 67360 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:20:59,383-Speed 3307.33 samples/sec Loss 2.8834 LearningRate 0.0637 Epoch: 4 Global Step: 67370 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:02,448-Speed 3341.85 samples/sec Loss 2.9045 LearningRate 0.0637 Epoch: 4 Global Step: 67380 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:05,526-Speed 3327.01 samples/sec Loss 2.9539 LearningRate 0.0637 Epoch: 4 Global Step: 67390 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:08,624-Speed 3306.18 samples/sec Loss 2.9268 LearningRate 0.0637 Epoch: 4 Global Step: 67400 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:11,694-Speed 3336.57 samples/sec Loss 2.9542 LearningRate 0.0637 Epoch: 4 Global Step: 67410 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:14,771-Speed 3328.33 samples/sec Loss 2.9557 LearningRate 0.0637 Epoch: 4 Global Step: 67420 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:21:17,831-Speed 3347.28 samples/sec Loss 2.9583 LearningRate 0.0637 Epoch: 4 Global Step: 67430 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:20,904-Speed 3333.26 samples/sec Loss 3.0059 LearningRate 0.0637 Epoch: 4 Global Step: 67440 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:24,001-Speed 3307.37 samples/sec Loss 3.0562 LearningRate 0.0637 Epoch: 4 Global Step: 67450 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:27,069-Speed 3338.04 samples/sec Loss 3.0048 LearningRate 0.0637 Epoch: 4 Global Step: 67460 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:30,154-Speed 3320.49 samples/sec Loss 2.9106 LearningRate 0.0637 Epoch: 4 Global Step: 67470 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:33,255-Speed 3303.44 samples/sec Loss 2.9763 LearningRate 0.0637 Epoch: 4 Global Step: 67480 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:36,324-Speed 3336.92 samples/sec Loss 2.9751 LearningRate 0.0637 Epoch: 4 Global Step: 67490 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:39,401-Speed 3329.47 samples/sec Loss 2.9816 LearningRate 0.0636 Epoch: 4 Global Step: 67500 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:42,490-Speed 3315.66 samples/sec Loss 3.0361 LearningRate 0.0636 Epoch: 4 Global Step: 67510 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:45,597-Speed 3295.73 samples/sec Loss 2.9798 LearningRate 0.0636 Epoch: 4 Global Step: 67520 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:21:48,716-Speed 3284.33 samples/sec Loss 3.0545 LearningRate 0.0636 Epoch: 4 Global Step: 67530 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:21:51,806-Speed 3315.27 samples/sec Loss 2.9190 LearningRate 0.0636 Epoch: 4 Global Step: 67540 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:21:54,952-Speed 3255.60 samples/sec Loss 2.9449 LearningRate 0.0636 Epoch: 4 Global Step: 67550 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:21:58,074-Speed 3280.78 samples/sec Loss 2.9841 LearningRate 0.0636 Epoch: 4 Global Step: 67560 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:01,149-Speed 3330.33 samples/sec Loss 2.9764 LearningRate 0.0636 Epoch: 4 Global Step: 67570 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:04,218-Speed 3337.93 samples/sec Loss 2.9868 LearningRate 0.0636 Epoch: 4 Global Step: 67580 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:07,290-Speed 3334.47 samples/sec Loss 3.0047 LearningRate 0.0636 Epoch: 4 Global Step: 67590 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:10,379-Speed 3315.15 samples/sec Loss 3.0198 LearningRate 0.0636 Epoch: 4 Global Step: 67600 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:13,466-Speed 3318.36 samples/sec Loss 2.9887 LearningRate 0.0636 Epoch: 4 Global Step: 67610 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:16,551-Speed 3319.54 samples/sec Loss 3.0419 LearningRate 0.0636 Epoch: 4 Global Step: 67620 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:19,671-Speed 3282.82 samples/sec Loss 3.0326 LearningRate 0.0636 Epoch: 4 Global Step: 67630 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:22:22,766-Speed 3309.38 samples/sec Loss 3.0556 LearningRate 0.0636 Epoch: 4 Global Step: 67640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:22:25,855-Speed 3315.83 samples/sec Loss 2.9760 LearningRate 0.0636 Epoch: 4 Global Step: 67650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:22:28,940-Speed 3321.00 samples/sec Loss 3.0118 LearningRate 0.0636 Epoch: 4 Global Step: 67660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:22:32,083-Speed 3257.87 samples/sec Loss 2.9564 LearningRate 0.0636 Epoch: 4 Global Step: 67670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:22:35,215-Speed 3270.18 samples/sec Loss 2.9266 LearningRate 0.0636 Epoch: 4 Global Step: 67680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:22:38,286-Speed 3335.84 samples/sec Loss 3.0104 LearningRate 0.0636 Epoch: 4 Global Step: 67690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:22:41,361-Speed 3330.97 samples/sec Loss 2.9681 LearningRate 0.0636 Epoch: 4 Global Step: 67700 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:44,432-Speed 3335.11 samples/sec Loss 2.9691 LearningRate 0.0635 Epoch: 4 Global Step: 67710 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:47,524-Speed 3312.00 samples/sec Loss 3.0110 LearningRate 0.0635 Epoch: 4 Global Step: 67720 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:50,684-Speed 3241.43 samples/sec Loss 3.0525 LearningRate 0.0635 Epoch: 4 Global Step: 67730 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:53,756-Speed 3334.77 samples/sec Loss 3.0199 LearningRate 0.0635 Epoch: 4 Global Step: 67740 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:56,827-Speed 3335.30 samples/sec Loss 3.0516 LearningRate 0.0635 Epoch: 4 Global Step: 67750 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:22:59,896-Speed 3336.98 samples/sec Loss 3.0219 LearningRate 0.0635 Epoch: 4 Global Step: 67760 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:02,964-Speed 3338.11 samples/sec Loss 2.9742 LearningRate 0.0635 Epoch: 4 Global Step: 67770 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:06,051-Speed 3318.44 samples/sec Loss 2.9767 LearningRate 0.0635 Epoch: 4 Global Step: 67780 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:09,121-Speed 3335.81 samples/sec Loss 3.0347 LearningRate 0.0635 Epoch: 4 Global Step: 67790 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:12,197-Speed 3330.00 samples/sec Loss 3.0208 LearningRate 0.0635 Epoch: 4 Global Step: 67800 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:23:15,272-Speed 3330.84 samples/sec Loss 3.0297 LearningRate 0.0635 Epoch: 4 Global Step: 67810 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:18,338-Speed 3341.04 samples/sec Loss 3.0072 LearningRate 0.0635 Epoch: 4 Global Step: 67820 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:21,417-Speed 3326.28 samples/sec Loss 3.0399 LearningRate 0.0635 Epoch: 4 Global Step: 67830 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:24,500-Speed 3322.45 samples/sec Loss 2.9428 LearningRate 0.0635 Epoch: 4 Global Step: 67840 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:27,605-Speed 3298.16 samples/sec Loss 3.0311 LearningRate 0.0635 Epoch: 4 Global Step: 67850 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:30,691-Speed 3319.75 samples/sec Loss 3.0711 LearningRate 0.0635 Epoch: 4 Global Step: 67860 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:33,841-Speed 3250.92 samples/sec Loss 3.0847 LearningRate 0.0635 Epoch: 4 Global Step: 67870 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:36,931-Speed 3314.57 samples/sec Loss 3.0217 LearningRate 0.0635 Epoch: 4 Global Step: 67880 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:40,064-Speed 3269.07 samples/sec Loss 3.0546 LearningRate 0.0635 Epoch: 4 Global Step: 67890 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:43,192-Speed 3274.62 samples/sec Loss 3.0168 LearningRate 0.0635 Epoch: 4 Global Step: 67900 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:46,265-Speed 3333.75 samples/sec Loss 3.0369 LearningRate 0.0635 Epoch: 4 Global Step: 67910 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:23:49,393-Speed 3273.77 samples/sec Loss 3.0606 LearningRate 0.0634 Epoch: 4 Global Step: 67920 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:23:52,512-Speed 3284.67 samples/sec Loss 3.0359 LearningRate 0.0634 Epoch: 4 Global Step: 67930 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:23:55,587-Speed 3331.04 samples/sec Loss 2.9975 LearningRate 0.0634 Epoch: 4 Global Step: 67940 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:23:58,656-Speed 3336.93 samples/sec Loss 3.0141 LearningRate 0.0634 Epoch: 4 Global Step: 67950 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:24:01,800-Speed 3257.66 samples/sec Loss 3.0376 LearningRate 0.0634 Epoch: 4 Global Step: 67960 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:24:04,877-Speed 3329.28 samples/sec Loss 3.0514 LearningRate 0.0634 Epoch: 4 Global Step: 67970 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:24:07,945-Speed 3337.55 samples/sec Loss 3.0244 LearningRate 0.0634 Epoch: 4 Global Step: 67980 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:24:11,022-Speed 3329.10 samples/sec Loss 3.0991 LearningRate 0.0634 Epoch: 4 Global Step: 67990 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:24:14,105-Speed 3322.26 samples/sec Loss 3.0925 LearningRate 0.0634 Epoch: 4 Global Step: 68000 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:24:57,830-[lfw][68000]XNorm: 24.379198 Training: 2022-04-11 06:24:57,831-[lfw][68000]Accuracy-Flip: 0.99733+-0.00291 Training: 2022-04-11 06:24:57,831-[lfw][68000]Accuracy-Highest: 0.99817 Training: 2022-04-11 06:25:48,793-[cfp_fp][68000]XNorm: 22.487743 Training: 2022-04-11 06:25:48,793-[cfp_fp][68000]Accuracy-Flip: 0.98114+-0.00556 Training: 2022-04-11 06:25:48,794-[cfp_fp][68000]Accuracy-Highest: 0.98414 Training: 2022-04-11 06:26:32,580-[agedb_30][68000]XNorm: 24.320105 Training: 2022-04-11 06:26:32,581-[agedb_30][68000]Accuracy-Flip: 0.97967+-0.00767 Training: 2022-04-11 06:26:32,581-[agedb_30][68000]Accuracy-Highest: 0.98100 Training: 2022-04-11 06:26:35,640-Speed 72.35 samples/sec Loss 3.0221 LearningRate 0.0634 Epoch: 4 Global Step: 68010 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:26:38,711-Speed 3335.87 samples/sec Loss 3.0463 LearningRate 0.0634 Epoch: 4 Global Step: 68020 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:26:41,780-Speed 3336.90 samples/sec Loss 3.0849 LearningRate 0.0634 Epoch: 4 Global Step: 68030 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:26:44,833-Speed 3355.51 samples/sec Loss 3.0565 LearningRate 0.0634 Epoch: 4 Global Step: 68040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:26:47,916-Speed 3321.39 samples/sec Loss 3.0952 LearningRate 0.0634 Epoch: 4 Global Step: 68050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:26:50,983-Speed 3340.04 samples/sec Loss 3.1152 LearningRate 0.0634 Epoch: 4 Global Step: 68060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:26:54,061-Speed 3327.34 samples/sec Loss 3.0588 LearningRate 0.0634 Epoch: 4 Global Step: 68070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:26:57,221-Speed 3241.80 samples/sec Loss 3.0579 LearningRate 0.0634 Epoch: 4 Global Step: 68080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:00,364-Speed 3257.91 samples/sec Loss 3.1140 LearningRate 0.0634 Epoch: 4 Global Step: 68090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:03,436-Speed 3334.75 samples/sec Loss 3.1131 LearningRate 0.0634 Epoch: 4 Global Step: 68100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:06,522-Speed 3319.84 samples/sec Loss 3.0697 LearningRate 0.0634 Epoch: 4 Global Step: 68110 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:09,639-Speed 3285.81 samples/sec Loss 3.0364 LearningRate 0.0634 Epoch: 4 Global Step: 68120 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:12,715-Speed 3329.85 samples/sec Loss 3.0872 LearningRate 0.0633 Epoch: 4 Global Step: 68130 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:15,784-Speed 3339.12 samples/sec Loss 3.0864 LearningRate 0.0633 Epoch: 4 Global Step: 68140 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:18,872-Speed 3316.04 samples/sec Loss 3.1316 LearningRate 0.0633 Epoch: 4 Global Step: 68150 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:21,926-Speed 3354.32 samples/sec Loss 3.0241 LearningRate 0.0633 Epoch: 4 Global Step: 68160 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:25,033-Speed 3296.27 samples/sec Loss 3.0340 LearningRate 0.0633 Epoch: 4 Global Step: 68170 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:28,134-Speed 3302.57 samples/sec Loss 3.0828 LearningRate 0.0633 Epoch: 4 Global Step: 68180 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:31,275-Speed 3261.17 samples/sec Loss 3.0768 LearningRate 0.0633 Epoch: 4 Global Step: 68190 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:34,419-Speed 3257.73 samples/sec Loss 3.0497 LearningRate 0.0633 Epoch: 4 Global Step: 68200 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:37,559-Speed 3262.49 samples/sec Loss 3.0762 LearningRate 0.0633 Epoch: 4 Global Step: 68210 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:40,631-Speed 3333.56 samples/sec Loss 3.1012 LearningRate 0.0633 Epoch: 4 Global Step: 68220 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:43,712-Speed 3324.33 samples/sec Loss 3.0828 LearningRate 0.0633 Epoch: 4 Global Step: 68230 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:46,784-Speed 3334.41 samples/sec Loss 3.1568 LearningRate 0.0633 Epoch: 4 Global Step: 68240 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:49,872-Speed 3316.42 samples/sec Loss 3.0539 LearningRate 0.0633 Epoch: 4 Global Step: 68250 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:52,986-Speed 3289.54 samples/sec Loss 3.0309 LearningRate 0.0633 Epoch: 4 Global Step: 68260 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:27:56,064-Speed 3327.45 samples/sec Loss 3.0368 LearningRate 0.0633 Epoch: 4 Global Step: 68270 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:27:59,133-Speed 3338.11 samples/sec Loss 3.0939 LearningRate 0.0633 Epoch: 4 Global Step: 68280 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:02,192-Speed 3348.47 samples/sec Loss 3.0589 LearningRate 0.0633 Epoch: 4 Global Step: 68290 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:05,254-Speed 3344.06 samples/sec Loss 3.0704 LearningRate 0.0633 Epoch: 4 Global Step: 68300 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:08,432-Speed 3223.15 samples/sec Loss 2.9532 LearningRate 0.0633 Epoch: 4 Global Step: 68310 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:11,499-Speed 3341.10 samples/sec Loss 3.1568 LearningRate 0.0633 Epoch: 4 Global Step: 68320 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:14,558-Speed 3347.73 samples/sec Loss 3.0465 LearningRate 0.0633 Epoch: 4 Global Step: 68330 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:17,624-Speed 3340.40 samples/sec Loss 3.0713 LearningRate 0.0632 Epoch: 4 Global Step: 68340 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:20,695-Speed 3335.84 samples/sec Loss 3.0395 LearningRate 0.0632 Epoch: 4 Global Step: 68350 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:23,751-Speed 3351.48 samples/sec Loss 3.0875 LearningRate 0.0632 Epoch: 4 Global Step: 68360 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:26,809-Speed 3349.13 samples/sec Loss 3.1704 LearningRate 0.0632 Epoch: 4 Global Step: 68370 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:28:29,868-Speed 3349.12 samples/sec Loss 3.0777 LearningRate 0.0632 Epoch: 4 Global Step: 68380 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:28:32,937-Speed 3336.94 samples/sec Loss 3.1655 LearningRate 0.0632 Epoch: 4 Global Step: 68390 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:28:35,995-Speed 3349.01 samples/sec Loss 3.1432 LearningRate 0.0632 Epoch: 4 Global Step: 68400 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:28:39,060-Speed 3342.55 samples/sec Loss 3.0319 LearningRate 0.0632 Epoch: 4 Global Step: 68410 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:28:42,150-Speed 3314.08 samples/sec Loss 3.0283 LearningRate 0.0632 Epoch: 4 Global Step: 68420 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:28:45,213-Speed 3344.49 samples/sec Loss 3.1139 LearningRate 0.0632 Epoch: 4 Global Step: 68430 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:28:48,281-Speed 3338.46 samples/sec Loss 3.0866 LearningRate 0.0632 Epoch: 4 Global Step: 68440 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:51,384-Speed 3300.28 samples/sec Loss 3.0748 LearningRate 0.0632 Epoch: 4 Global Step: 68450 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:54,482-Speed 3306.30 samples/sec Loss 3.1215 LearningRate 0.0632 Epoch: 4 Global Step: 68460 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:28:57,668-Speed 3214.42 samples/sec Loss 3.1579 LearningRate 0.0632 Epoch: 4 Global Step: 68470 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:00,761-Speed 3311.96 samples/sec Loss 3.1416 LearningRate 0.0632 Epoch: 4 Global Step: 68480 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:03,822-Speed 3345.96 samples/sec Loss 3.1650 LearningRate 0.0632 Epoch: 4 Global Step: 68490 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:06,883-Speed 3345.58 samples/sec Loss 3.0990 LearningRate 0.0632 Epoch: 4 Global Step: 68500 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:09,979-Speed 3309.62 samples/sec Loss 3.1081 LearningRate 0.0632 Epoch: 4 Global Step: 68510 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:13,822-Speed 2664.82 samples/sec Loss 3.0788 LearningRate 0.0632 Epoch: 4 Global Step: 68520 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:16,915-Speed 3311.73 samples/sec Loss 3.1286 LearningRate 0.0632 Epoch: 4 Global Step: 68530 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:19,987-Speed 3333.82 samples/sec Loss 3.0605 LearningRate 0.0632 Epoch: 4 Global Step: 68540 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:29:23,066-Speed 3326.24 samples/sec Loss 3.0615 LearningRate 0.0631 Epoch: 4 Global Step: 68550 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:29:26,127-Speed 3346.72 samples/sec Loss 3.0676 LearningRate 0.0631 Epoch: 4 Global Step: 68560 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:29:29,194-Speed 3340.21 samples/sec Loss 3.0321 LearningRate 0.0631 Epoch: 4 Global Step: 68570 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:29:32,415-Speed 3179.69 samples/sec Loss 3.0547 LearningRate 0.0631 Epoch: 4 Global Step: 68580 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:29:35,486-Speed 3334.66 samples/sec Loss 3.1488 LearningRate 0.0631 Epoch: 4 Global Step: 68590 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:29:38,548-Speed 3345.08 samples/sec Loss 3.1710 LearningRate 0.0631 Epoch: 4 Global Step: 68600 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:29:41,631-Speed 3322.96 samples/sec Loss 3.1074 LearningRate 0.0631 Epoch: 4 Global Step: 68610 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:44,746-Speed 3287.85 samples/sec Loss 3.0484 LearningRate 0.0631 Epoch: 4 Global Step: 68620 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:47,819-Speed 3333.07 samples/sec Loss 3.1388 LearningRate 0.0631 Epoch: 4 Global Step: 68630 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:50,992-Speed 3227.46 samples/sec Loss 3.1019 LearningRate 0.0631 Epoch: 4 Global Step: 68640 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:54,067-Speed 3331.13 samples/sec Loss 3.1339 LearningRate 0.0631 Epoch: 4 Global Step: 68650 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:29:57,159-Speed 3312.49 samples/sec Loss 3.1845 LearningRate 0.0631 Epoch: 4 Global Step: 68660 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:00,220-Speed 3346.78 samples/sec Loss 3.0834 LearningRate 0.0631 Epoch: 4 Global Step: 68670 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:03,325-Speed 3298.71 samples/sec Loss 3.1570 LearningRate 0.0631 Epoch: 4 Global Step: 68680 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:06,387-Speed 3344.87 samples/sec Loss 3.1389 LearningRate 0.0631 Epoch: 4 Global Step: 68690 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:09,447-Speed 3346.79 samples/sec Loss 3.1409 LearningRate 0.0631 Epoch: 4 Global Step: 68700 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:12,517-Speed 3336.96 samples/sec Loss 3.0875 LearningRate 0.0631 Epoch: 4 Global Step: 68710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:30:15,603-Speed 3318.84 samples/sec Loss 3.0530 LearningRate 0.0631 Epoch: 4 Global Step: 68720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:30:18,665-Speed 3344.65 samples/sec Loss 3.0638 LearningRate 0.0631 Epoch: 4 Global Step: 68730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:30:21,746-Speed 3324.69 samples/sec Loss 3.1601 LearningRate 0.0631 Epoch: 4 Global Step: 68740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:30:24,984-Speed 3163.20 samples/sec Loss 3.0873 LearningRate 0.0631 Epoch: 4 Global Step: 68750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:30:28,053-Speed 3337.32 samples/sec Loss 3.1990 LearningRate 0.0630 Epoch: 4 Global Step: 68760 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:30:31,117-Speed 3342.80 samples/sec Loss 3.1545 LearningRate 0.0630 Epoch: 4 Global Step: 68770 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:30:34,179-Speed 3344.79 samples/sec Loss 3.0862 LearningRate 0.0630 Epoch: 4 Global Step: 68780 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:37,255-Speed 3329.92 samples/sec Loss 3.1328 LearningRate 0.0630 Epoch: 4 Global Step: 68790 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:40,322-Speed 3339.90 samples/sec Loss 3.1346 LearningRate 0.0630 Epoch: 4 Global Step: 68800 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:43,386-Speed 3342.81 samples/sec Loss 3.1189 LearningRate 0.0630 Epoch: 4 Global Step: 68810 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:46,459-Speed 3332.78 samples/sec Loss 3.1295 LearningRate 0.0630 Epoch: 4 Global Step: 68820 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:49,706-Speed 3154.70 samples/sec Loss 3.1618 LearningRate 0.0630 Epoch: 4 Global Step: 68830 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:52,846-Speed 3261.78 samples/sec Loss 3.1565 LearningRate 0.0630 Epoch: 4 Global Step: 68840 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:55,918-Speed 3334.57 samples/sec Loss 3.1787 LearningRate 0.0630 Epoch: 4 Global Step: 68850 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:30:58,983-Speed 3341.39 samples/sec Loss 2.9902 LearningRate 0.0630 Epoch: 4 Global Step: 68860 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:02,045-Speed 3344.96 samples/sec Loss 3.1266 LearningRate 0.0630 Epoch: 4 Global Step: 68870 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:05,106-Speed 3345.86 samples/sec Loss 3.1522 LearningRate 0.0630 Epoch: 4 Global Step: 68880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:31:08,169-Speed 3343.74 samples/sec Loss 3.1044 LearningRate 0.0630 Epoch: 4 Global Step: 68890 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:11,237-Speed 3338.89 samples/sec Loss 3.1064 LearningRate 0.0630 Epoch: 4 Global Step: 68900 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:14,332-Speed 3309.12 samples/sec Loss 3.1767 LearningRate 0.0630 Epoch: 4 Global Step: 68910 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:17,529-Speed 3203.97 samples/sec Loss 3.2131 LearningRate 0.0630 Epoch: 4 Global Step: 68920 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:20,734-Speed 3196.48 samples/sec Loss 3.1549 LearningRate 0.0630 Epoch: 4 Global Step: 68930 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:23,827-Speed 3311.57 samples/sec Loss 3.1222 LearningRate 0.0630 Epoch: 4 Global Step: 68940 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:26,892-Speed 3341.80 samples/sec Loss 3.2162 LearningRate 0.0630 Epoch: 4 Global Step: 68950 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:29,952-Speed 3347.07 samples/sec Loss 3.1019 LearningRate 0.0630 Epoch: 4 Global Step: 68960 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:33,043-Speed 3313.08 samples/sec Loss 3.1382 LearningRate 0.0629 Epoch: 4 Global Step: 68970 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:36,156-Speed 3290.73 samples/sec Loss 3.1998 LearningRate 0.0629 Epoch: 4 Global Step: 68980 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:31:39,262-Speed 3297.25 samples/sec Loss 3.2507 LearningRate 0.0629 Epoch: 4 Global Step: 68990 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:31:42,368-Speed 3297.18 samples/sec Loss 3.1100 LearningRate 0.0629 Epoch: 4 Global Step: 69000 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:31:45,445-Speed 3328.43 samples/sec Loss 3.2229 LearningRate 0.0629 Epoch: 4 Global Step: 69010 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:31:48,513-Speed 3338.30 samples/sec Loss 3.1340 LearningRate 0.0629 Epoch: 4 Global Step: 69020 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:31:51,694-Speed 3221.08 samples/sec Loss 3.1109 LearningRate 0.0629 Epoch: 4 Global Step: 69030 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:31:54,791-Speed 3306.91 samples/sec Loss 3.1562 LearningRate 0.0629 Epoch: 4 Global Step: 69040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:31:57,875-Speed 3320.64 samples/sec Loss 3.0973 LearningRate 0.0629 Epoch: 4 Global Step: 69050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:00,961-Speed 3318.79 samples/sec Loss 3.2146 LearningRate 0.0629 Epoch: 4 Global Step: 69060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:04,085-Speed 3279.55 samples/sec Loss 3.1699 LearningRate 0.0629 Epoch: 4 Global Step: 69070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:07,171-Speed 3318.10 samples/sec Loss 3.1130 LearningRate 0.0629 Epoch: 4 Global Step: 69080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:10,242-Speed 3335.25 samples/sec Loss 3.1506 LearningRate 0.0629 Epoch: 4 Global Step: 69090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:13,355-Speed 3290.43 samples/sec Loss 3.1117 LearningRate 0.0629 Epoch: 4 Global Step: 69100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:16,431-Speed 3330.24 samples/sec Loss 3.1448 LearningRate 0.0629 Epoch: 4 Global Step: 69110 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:19,498-Speed 3339.34 samples/sec Loss 3.1395 LearningRate 0.0629 Epoch: 4 Global Step: 69120 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:22,565-Speed 3339.73 samples/sec Loss 3.0918 LearningRate 0.0629 Epoch: 4 Global Step: 69130 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:25,638-Speed 3333.08 samples/sec Loss 3.1353 LearningRate 0.0629 Epoch: 4 Global Step: 69140 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:28,708-Speed 3336.32 samples/sec Loss 3.2095 LearningRate 0.0629 Epoch: 4 Global Step: 69150 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:31,772-Speed 3342.66 samples/sec Loss 3.1439 LearningRate 0.0629 Epoch: 4 Global Step: 69160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:34,843-Speed 3335.94 samples/sec Loss 3.1455 LearningRate 0.0629 Epoch: 4 Global Step: 69170 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:37,912-Speed 3337.23 samples/sec Loss 3.1440 LearningRate 0.0628 Epoch: 4 Global Step: 69180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:40,973-Speed 3345.76 samples/sec Loss 3.1585 LearningRate 0.0628 Epoch: 4 Global Step: 69190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:44,064-Speed 3312.99 samples/sec Loss 3.0695 LearningRate 0.0628 Epoch: 4 Global Step: 69200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:47,141-Speed 3329.29 samples/sec Loss 3.1018 LearningRate 0.0628 Epoch: 4 Global Step: 69210 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:50,258-Speed 3286.40 samples/sec Loss 3.1079 LearningRate 0.0628 Epoch: 4 Global Step: 69220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:53,353-Speed 3310.33 samples/sec Loss 3.1352 LearningRate 0.0628 Epoch: 4 Global Step: 69230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:56,419-Speed 3340.16 samples/sec Loss 3.1612 LearningRate 0.0628 Epoch: 4 Global Step: 69240 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:32:59,520-Speed 3302.69 samples/sec Loss 3.1302 LearningRate 0.0628 Epoch: 4 Global Step: 69250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:02,587-Speed 3339.91 samples/sec Loss 3.1925 LearningRate 0.0628 Epoch: 4 Global Step: 69260 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:05,651-Speed 3342.77 samples/sec Loss 3.2046 LearningRate 0.0628 Epoch: 4 Global Step: 69270 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:08,715-Speed 3342.25 samples/sec Loss 3.2120 LearningRate 0.0628 Epoch: 4 Global Step: 69280 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:11,776-Speed 3346.40 samples/sec Loss 3.2140 LearningRate 0.0628 Epoch: 4 Global Step: 69290 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:14,839-Speed 3343.73 samples/sec Loss 3.1704 LearningRate 0.0628 Epoch: 4 Global Step: 69300 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:17,903-Speed 3342.86 samples/sec Loss 3.2241 LearningRate 0.0628 Epoch: 4 Global Step: 69310 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:20,964-Speed 3346.62 samples/sec Loss 3.2555 LearningRate 0.0628 Epoch: 4 Global Step: 69320 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:24,032-Speed 3338.41 samples/sec Loss 3.1981 LearningRate 0.0628 Epoch: 4 Global Step: 69330 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:27,094-Speed 3344.86 samples/sec Loss 3.2073 LearningRate 0.0628 Epoch: 4 Global Step: 69340 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:30,199-Speed 3298.31 samples/sec Loss 3.1854 LearningRate 0.0628 Epoch: 4 Global Step: 69350 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:33,263-Speed 3342.66 samples/sec Loss 3.2751 LearningRate 0.0628 Epoch: 4 Global Step: 69360 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:36,366-Speed 3301.38 samples/sec Loss 3.1514 LearningRate 0.0628 Epoch: 4 Global Step: 69370 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:33:39,426-Speed 3347.21 samples/sec Loss 3.1859 LearningRate 0.0628 Epoch: 4 Global Step: 69380 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:33:42,506-Speed 3324.45 samples/sec Loss 3.1198 LearningRate 0.0627 Epoch: 4 Global Step: 69390 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:33:45,581-Speed 3331.33 samples/sec Loss 3.1788 LearningRate 0.0627 Epoch: 4 Global Step: 69400 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:33:48,658-Speed 3328.60 samples/sec Loss 3.1166 LearningRate 0.0627 Epoch: 4 Global Step: 69410 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:33:51,723-Speed 3342.84 samples/sec Loss 3.1468 LearningRate 0.0627 Epoch: 4 Global Step: 69420 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:33:54,784-Speed 3345.15 samples/sec Loss 3.1722 LearningRate 0.0627 Epoch: 4 Global Step: 69430 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:33:57,869-Speed 3321.00 samples/sec Loss 3.1964 LearningRate 0.0627 Epoch: 4 Global Step: 69440 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:00,935-Speed 3339.96 samples/sec Loss 3.2238 LearningRate 0.0627 Epoch: 4 Global Step: 69450 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:04,000-Speed 3341.90 samples/sec Loss 3.1520 LearningRate 0.0627 Epoch: 4 Global Step: 69460 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:07,069-Speed 3337.62 samples/sec Loss 3.1723 LearningRate 0.0627 Epoch: 4 Global Step: 69470 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:10,219-Speed 3250.94 samples/sec Loss 3.1847 LearningRate 0.0627 Epoch: 4 Global Step: 69480 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:34:13,319-Speed 3303.67 samples/sec Loss 3.1691 LearningRate 0.0627 Epoch: 4 Global Step: 69490 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:34:16,376-Speed 3350.70 samples/sec Loss 3.1748 LearningRate 0.0627 Epoch: 4 Global Step: 69500 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:19,471-Speed 3309.78 samples/sec Loss 3.1702 LearningRate 0.0627 Epoch: 4 Global Step: 69510 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:22,625-Speed 3247.89 samples/sec Loss 3.2068 LearningRate 0.0627 Epoch: 4 Global Step: 69520 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:25,692-Speed 3339.19 samples/sec Loss 3.1999 LearningRate 0.0627 Epoch: 4 Global Step: 69530 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:28,753-Speed 3345.52 samples/sec Loss 3.1225 LearningRate 0.0627 Epoch: 4 Global Step: 69540 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:31,824-Speed 3335.16 samples/sec Loss 3.2371 LearningRate 0.0627 Epoch: 4 Global Step: 69550 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:34,908-Speed 3320.98 samples/sec Loss 3.2200 LearningRate 0.0627 Epoch: 4 Global Step: 69560 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:38,031-Speed 3280.42 samples/sec Loss 3.1202 LearningRate 0.0627 Epoch: 4 Global Step: 69570 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:41,109-Speed 3327.42 samples/sec Loss 3.1378 LearningRate 0.0627 Epoch: 4 Global Step: 69580 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:44,224-Speed 3287.51 samples/sec Loss 3.1863 LearningRate 0.0627 Epoch: 4 Global Step: 69590 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:34:47,365-Speed 3261.34 samples/sec Loss 3.2096 LearningRate 0.0626 Epoch: 4 Global Step: 69600 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:34:50,440-Speed 3330.82 samples/sec Loss 3.2380 LearningRate 0.0626 Epoch: 4 Global Step: 69610 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:34:53,507-Speed 3340.36 samples/sec Loss 3.2267 LearningRate 0.0626 Epoch: 4 Global Step: 69620 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:34:56,575-Speed 3337.34 samples/sec Loss 3.1370 LearningRate 0.0626 Epoch: 4 Global Step: 69630 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:34:59,666-Speed 3314.35 samples/sec Loss 3.1762 LearningRate 0.0626 Epoch: 4 Global Step: 69640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:02,751-Speed 3319.10 samples/sec Loss 3.2262 LearningRate 0.0626 Epoch: 4 Global Step: 69650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:05,813-Speed 3345.78 samples/sec Loss 3.2244 LearningRate 0.0626 Epoch: 4 Global Step: 69660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:08,875-Speed 3344.44 samples/sec Loss 3.1464 LearningRate 0.0626 Epoch: 4 Global Step: 69670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:11,935-Speed 3347.56 samples/sec Loss 3.2611 LearningRate 0.0626 Epoch: 4 Global Step: 69680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:15,004-Speed 3336.79 samples/sec Loss 3.1509 LearningRate 0.0626 Epoch: 4 Global Step: 69690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:18,108-Speed 3300.28 samples/sec Loss 3.2039 LearningRate 0.0626 Epoch: 4 Global Step: 69700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:21,180-Speed 3334.77 samples/sec Loss 3.2407 LearningRate 0.0626 Epoch: 4 Global Step: 69710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:24,251-Speed 3334.89 samples/sec Loss 3.1895 LearningRate 0.0626 Epoch: 4 Global Step: 69720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:27,331-Speed 3325.40 samples/sec Loss 3.2622 LearningRate 0.0626 Epoch: 4 Global Step: 69730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:30,427-Speed 3307.61 samples/sec Loss 3.1903 LearningRate 0.0626 Epoch: 4 Global Step: 69740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:33,574-Speed 3254.56 samples/sec Loss 3.2033 LearningRate 0.0626 Epoch: 4 Global Step: 69750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:36,687-Speed 3290.09 samples/sec Loss 3.1956 LearningRate 0.0626 Epoch: 4 Global Step: 69760 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:39,836-Speed 3253.27 samples/sec Loss 3.2224 LearningRate 0.0626 Epoch: 4 Global Step: 69770 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:42,922-Speed 3318.46 samples/sec Loss 3.2534 LearningRate 0.0626 Epoch: 4 Global Step: 69780 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:45,988-Speed 3341.05 samples/sec Loss 3.2740 LearningRate 0.0626 Epoch: 4 Global Step: 69790 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:49,097-Speed 3294.14 samples/sec Loss 3.2115 LearningRate 0.0626 Epoch: 4 Global Step: 69800 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:52,168-Speed 3335.30 samples/sec Loss 3.2031 LearningRate 0.0625 Epoch: 4 Global Step: 69810 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:55,241-Speed 3333.50 samples/sec Loss 3.2098 LearningRate 0.0625 Epoch: 4 Global Step: 69820 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:35:58,307-Speed 3339.60 samples/sec Loss 3.2104 LearningRate 0.0625 Epoch: 4 Global Step: 69830 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:36:01,400-Speed 3312.17 samples/sec Loss 3.2425 LearningRate 0.0625 Epoch: 4 Global Step: 69840 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:36:04,588-Speed 3212.73 samples/sec Loss 3.2467 LearningRate 0.0625 Epoch: 4 Global Step: 69850 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:36:07,662-Speed 3331.60 samples/sec Loss 3.1744 LearningRate 0.0625 Epoch: 4 Global Step: 69860 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:36:10,812-Speed 3251.40 samples/sec Loss 3.2123 LearningRate 0.0625 Epoch: 4 Global Step: 69870 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:36:13,998-Speed 3215.07 samples/sec Loss 3.2336 LearningRate 0.0625 Epoch: 4 Global Step: 69880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:36:17,203-Speed 3195.78 samples/sec Loss 3.2012 LearningRate 0.0625 Epoch: 4 Global Step: 69890 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:20,432-Speed 3172.14 samples/sec Loss 3.2175 LearningRate 0.0625 Epoch: 4 Global Step: 69900 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:23,495-Speed 3343.97 samples/sec Loss 3.1730 LearningRate 0.0625 Epoch: 4 Global Step: 69910 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:26,569-Speed 3331.24 samples/sec Loss 3.2280 LearningRate 0.0625 Epoch: 4 Global Step: 69920 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:29,653-Speed 3321.41 samples/sec Loss 3.2093 LearningRate 0.0625 Epoch: 4 Global Step: 69930 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:32,767-Speed 3289.54 samples/sec Loss 3.1117 LearningRate 0.0625 Epoch: 4 Global Step: 69940 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:35,886-Speed 3284.74 samples/sec Loss 3.2627 LearningRate 0.0625 Epoch: 4 Global Step: 69950 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:38,964-Speed 3327.43 samples/sec Loss 3.2425 LearningRate 0.0625 Epoch: 4 Global Step: 69960 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:42,060-Speed 3308.29 samples/sec Loss 3.1536 LearningRate 0.0625 Epoch: 4 Global Step: 69970 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:45,210-Speed 3251.40 samples/sec Loss 3.1582 LearningRate 0.0625 Epoch: 4 Global Step: 69980 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:36:48,283-Speed 3332.79 samples/sec Loss 3.1951 LearningRate 0.0625 Epoch: 4 Global Step: 69990 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:36:51,414-Speed 3272.22 samples/sec Loss 3.1686 LearningRate 0.0625 Epoch: 4 Global Step: 70000 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:37:35,336-[lfw][70000]XNorm: 22.920241 Training: 2022-04-11 06:37:35,337-[lfw][70000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 06:37:35,337-[lfw][70000]Accuracy-Highest: 0.99817 Training: 2022-04-11 06:38:26,004-[cfp_fp][70000]XNorm: 21.592222 Training: 2022-04-11 06:38:26,004-[cfp_fp][70000]Accuracy-Flip: 0.98457+-0.00432 Training: 2022-04-11 06:38:26,005-[cfp_fp][70000]Accuracy-Highest: 0.98457 Training: 2022-04-11 06:39:09,629-[agedb_30][70000]XNorm: 23.004139 Training: 2022-04-11 06:39:09,630-[agedb_30][70000]Accuracy-Flip: 0.98017+-0.00701 Training: 2022-04-11 06:39:09,630-[agedb_30][70000]Accuracy-Highest: 0.98100 Training: 2022-04-11 06:39:12,832-Speed 72.41 samples/sec Loss 3.2165 LearningRate 0.0625 Epoch: 4 Global Step: 70010 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:39:16,038-Speed 3193.68 samples/sec Loss 3.2182 LearningRate 0.0624 Epoch: 4 Global Step: 70020 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:39:19,136-Speed 3306.67 samples/sec Loss 3.1936 LearningRate 0.0624 Epoch: 4 Global Step: 70030 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:39:22,187-Speed 3357.35 samples/sec Loss 3.1785 LearningRate 0.0624 Epoch: 4 Global Step: 70040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:39:25,235-Speed 3359.83 samples/sec Loss 3.2123 LearningRate 0.0624 Epoch: 4 Global Step: 70050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:39:28,357-Speed 3280.18 samples/sec Loss 3.1381 LearningRate 0.0624 Epoch: 4 Global Step: 70060 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:31,408-Speed 3358.02 samples/sec Loss 3.2236 LearningRate 0.0624 Epoch: 4 Global Step: 70070 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:34,581-Speed 3227.61 samples/sec Loss 3.2412 LearningRate 0.0624 Epoch: 4 Global Step: 70080 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:37,636-Speed 3352.51 samples/sec Loss 3.2471 LearningRate 0.0624 Epoch: 4 Global Step: 70090 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:40,740-Speed 3300.11 samples/sec Loss 3.2635 LearningRate 0.0624 Epoch: 4 Global Step: 70100 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:43,795-Speed 3352.51 samples/sec Loss 3.2295 LearningRate 0.0624 Epoch: 4 Global Step: 70110 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:46,887-Speed 3313.13 samples/sec Loss 3.1986 LearningRate 0.0624 Epoch: 4 Global Step: 70120 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:50,032-Speed 3256.55 samples/sec Loss 3.2097 LearningRate 0.0624 Epoch: 4 Global Step: 70130 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:53,113-Speed 3325.14 samples/sec Loss 3.1912 LearningRate 0.0624 Epoch: 4 Global Step: 70140 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:56,223-Speed 3293.38 samples/sec Loss 3.1963 LearningRate 0.0624 Epoch: 4 Global Step: 70150 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:39:59,289-Speed 3339.84 samples/sec Loss 3.2087 LearningRate 0.0624 Epoch: 4 Global Step: 70160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:02,372-Speed 3322.79 samples/sec Loss 3.3845 LearningRate 0.0624 Epoch: 4 Global Step: 70170 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:05,438-Speed 3340.67 samples/sec Loss 3.1597 LearningRate 0.0624 Epoch: 4 Global Step: 70180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:08,500-Speed 3345.15 samples/sec Loss 3.1570 LearningRate 0.0624 Epoch: 4 Global Step: 70190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:11,574-Speed 3331.28 samples/sec Loss 3.2213 LearningRate 0.0624 Epoch: 4 Global Step: 70200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:14,637-Speed 3344.12 samples/sec Loss 3.3123 LearningRate 0.0624 Epoch: 4 Global Step: 70210 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:17,707-Speed 3336.64 samples/sec Loss 3.2808 LearningRate 0.0624 Epoch: 4 Global Step: 70220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:20,769-Speed 3345.04 samples/sec Loss 3.2714 LearningRate 0.0623 Epoch: 4 Global Step: 70230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:23,832-Speed 3344.13 samples/sec Loss 3.2339 LearningRate 0.0623 Epoch: 4 Global Step: 70240 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:26,907-Speed 3330.78 samples/sec Loss 3.2596 LearningRate 0.0623 Epoch: 4 Global Step: 70250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:29,961-Speed 3353.48 samples/sec Loss 3.1562 LearningRate 0.0623 Epoch: 4 Global Step: 70260 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:33,026-Speed 3341.57 samples/sec Loss 3.1464 LearningRate 0.0623 Epoch: 4 Global Step: 70270 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:36,091-Speed 3342.37 samples/sec Loss 3.3098 LearningRate 0.0623 Epoch: 4 Global Step: 70280 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:39,166-Speed 3330.53 samples/sec Loss 3.2295 LearningRate 0.0623 Epoch: 4 Global Step: 70290 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:42,245-Speed 3326.51 samples/sec Loss 3.2289 LearningRate 0.0623 Epoch: 4 Global Step: 70300 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:45,359-Speed 3288.67 samples/sec Loss 3.1847 LearningRate 0.0623 Epoch: 4 Global Step: 70310 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:48,438-Speed 3326.85 samples/sec Loss 3.2516 LearningRate 0.0623 Epoch: 4 Global Step: 70320 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:51,530-Speed 3312.80 samples/sec Loss 3.2147 LearningRate 0.0623 Epoch: 4 Global Step: 70330 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:54,623-Speed 3311.79 samples/sec Loss 3.2787 LearningRate 0.0623 Epoch: 4 Global Step: 70340 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:40:57,696-Speed 3332.93 samples/sec Loss 3.2373 LearningRate 0.0623 Epoch: 4 Global Step: 70350 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:00,826-Speed 3271.25 samples/sec Loss 3.3014 LearningRate 0.0623 Epoch: 4 Global Step: 70360 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:41:03,903-Speed 3329.38 samples/sec Loss 3.2624 LearningRate 0.0623 Epoch: 4 Global Step: 70370 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:06,967-Speed 3343.48 samples/sec Loss 3.1749 LearningRate 0.0623 Epoch: 4 Global Step: 70380 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:10,032-Speed 3341.74 samples/sec Loss 3.2361 LearningRate 0.0623 Epoch: 4 Global Step: 70390 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:13,129-Speed 3306.72 samples/sec Loss 3.2571 LearningRate 0.0623 Epoch: 4 Global Step: 70400 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:16,210-Speed 3325.02 samples/sec Loss 3.1929 LearningRate 0.0623 Epoch: 4 Global Step: 70410 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:19,281-Speed 3334.68 samples/sec Loss 3.1812 LearningRate 0.0623 Epoch: 4 Global Step: 70420 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:22,363-Speed 3323.84 samples/sec Loss 3.1401 LearningRate 0.0623 Epoch: 4 Global Step: 70430 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:25,544-Speed 3219.11 samples/sec Loss 3.2198 LearningRate 0.0623 Epoch: 4 Global Step: 70440 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:28,660-Speed 3286.79 samples/sec Loss 3.2472 LearningRate 0.0622 Epoch: 4 Global Step: 70450 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:31,719-Speed 3348.99 samples/sec Loss 3.2345 LearningRate 0.0622 Epoch: 4 Global Step: 70460 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:34,765-Speed 3363.35 samples/sec Loss 3.2079 LearningRate 0.0622 Epoch: 4 Global Step: 70470 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:37,849-Speed 3321.37 samples/sec Loss 3.3005 LearningRate 0.0622 Epoch: 4 Global Step: 70480 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:40,951-Speed 3301.28 samples/sec Loss 3.2190 LearningRate 0.0622 Epoch: 4 Global Step: 70490 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:44,008-Speed 3350.47 samples/sec Loss 3.2411 LearningRate 0.0622 Epoch: 4 Global Step: 70500 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:47,070-Speed 3345.67 samples/sec Loss 3.1505 LearningRate 0.0622 Epoch: 4 Global Step: 70510 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:50,134-Speed 3342.07 samples/sec Loss 3.2289 LearningRate 0.0622 Epoch: 4 Global Step: 70520 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:53,332-Speed 3203.39 samples/sec Loss 3.1672 LearningRate 0.0622 Epoch: 4 Global Step: 70530 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:56,447-Speed 3287.44 samples/sec Loss 3.2390 LearningRate 0.0622 Epoch: 4 Global Step: 70540 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:41:59,513-Speed 3341.49 samples/sec Loss 3.2480 LearningRate 0.0622 Epoch: 4 Global Step: 70550 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:02,580-Speed 3339.23 samples/sec Loss 3.2538 LearningRate 0.0622 Epoch: 4 Global Step: 70560 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:05,630-Speed 3357.94 samples/sec Loss 3.2032 LearningRate 0.0622 Epoch: 4 Global Step: 70570 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:08,692-Speed 3345.84 samples/sec Loss 3.1926 LearningRate 0.0622 Epoch: 4 Global Step: 70580 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:11,761-Speed 3336.74 samples/sec Loss 3.2815 LearningRate 0.0622 Epoch: 4 Global Step: 70590 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:14,885-Speed 3278.46 samples/sec Loss 3.2384 LearningRate 0.0622 Epoch: 4 Global Step: 70600 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:17,999-Speed 3289.10 samples/sec Loss 3.2605 LearningRate 0.0622 Epoch: 4 Global Step: 70610 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:21,066-Speed 3339.47 samples/sec Loss 3.1290 LearningRate 0.0622 Epoch: 4 Global Step: 70620 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:24,126-Speed 3347.45 samples/sec Loss 3.1848 LearningRate 0.0622 Epoch: 4 Global Step: 70630 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:27,205-Speed 3326.71 samples/sec Loss 3.2023 LearningRate 0.0622 Epoch: 4 Global Step: 70640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:30,329-Speed 3279.31 samples/sec Loss 3.2974 LearningRate 0.0622 Epoch: 4 Global Step: 70650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:33,486-Speed 3244.28 samples/sec Loss 3.2973 LearningRate 0.0621 Epoch: 4 Global Step: 70660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:36,584-Speed 3305.62 samples/sec Loss 3.2549 LearningRate 0.0621 Epoch: 4 Global Step: 70670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:39,647-Speed 3343.50 samples/sec Loss 3.1142 LearningRate 0.0621 Epoch: 4 Global Step: 70680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:42,715-Speed 3339.01 samples/sec Loss 3.2915 LearningRate 0.0621 Epoch: 4 Global Step: 70690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:45,776-Speed 3345.77 samples/sec Loss 3.2252 LearningRate 0.0621 Epoch: 4 Global Step: 70700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:48,843-Speed 3339.43 samples/sec Loss 3.2538 LearningRate 0.0621 Epoch: 4 Global Step: 70710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:51,921-Speed 3327.63 samples/sec Loss 3.1849 LearningRate 0.0621 Epoch: 4 Global Step: 70720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:54,992-Speed 3335.88 samples/sec Loss 3.2485 LearningRate 0.0621 Epoch: 4 Global Step: 70730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:42:58,056-Speed 3343.01 samples/sec Loss 3.2483 LearningRate 0.0621 Epoch: 4 Global Step: 70740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:01,121-Speed 3341.57 samples/sec Loss 3.2985 LearningRate 0.0621 Epoch: 4 Global Step: 70750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:04,196-Speed 3330.11 samples/sec Loss 3.2547 LearningRate 0.0621 Epoch: 4 Global Step: 70760 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:07,310-Speed 3289.59 samples/sec Loss 3.2646 LearningRate 0.0621 Epoch: 4 Global Step: 70770 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:10,375-Speed 3342.01 samples/sec Loss 3.2093 LearningRate 0.0621 Epoch: 4 Global Step: 70780 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:13,548-Speed 3227.87 samples/sec Loss 3.2933 LearningRate 0.0621 Epoch: 4 Global Step: 70790 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:16,662-Speed 3289.74 samples/sec Loss 3.2105 LearningRate 0.0621 Epoch: 4 Global Step: 70800 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:19,740-Speed 3327.22 samples/sec Loss 3.1448 LearningRate 0.0621 Epoch: 4 Global Step: 70810 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:22,835-Speed 3309.40 samples/sec Loss 3.2373 LearningRate 0.0621 Epoch: 4 Global Step: 70820 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:25,903-Speed 3338.64 samples/sec Loss 3.3092 LearningRate 0.0621 Epoch: 4 Global Step: 70830 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:29,034-Speed 3271.52 samples/sec Loss 3.2788 LearningRate 0.0621 Epoch: 4 Global Step: 70840 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:32,100-Speed 3340.59 samples/sec Loss 3.3032 LearningRate 0.0621 Epoch: 4 Global Step: 70850 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:43:35,230-Speed 3272.25 samples/sec Loss 3.2441 LearningRate 0.0621 Epoch: 4 Global Step: 70860 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:38,295-Speed 3341.73 samples/sec Loss 3.3181 LearningRate 0.0620 Epoch: 4 Global Step: 70870 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:41,369-Speed 3332.01 samples/sec Loss 3.2393 LearningRate 0.0620 Epoch: 4 Global Step: 70880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:44,461-Speed 3311.81 samples/sec Loss 3.2548 LearningRate 0.0620 Epoch: 4 Global Step: 70890 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:47,538-Speed 3328.91 samples/sec Loss 3.2547 LearningRate 0.0620 Epoch: 4 Global Step: 70900 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:50,623-Speed 3320.65 samples/sec Loss 3.2612 LearningRate 0.0620 Epoch: 4 Global Step: 70910 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:53,765-Speed 3259.79 samples/sec Loss 3.2702 LearningRate 0.0620 Epoch: 4 Global Step: 70920 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:56,855-Speed 3314.94 samples/sec Loss 3.2435 LearningRate 0.0620 Epoch: 4 Global Step: 70930 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:43:59,921-Speed 3339.72 samples/sec Loss 3.2413 LearningRate 0.0620 Epoch: 4 Global Step: 70940 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:03,000-Speed 3326.44 samples/sec Loss 3.2761 LearningRate 0.0620 Epoch: 4 Global Step: 70950 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:06,108-Speed 3296.06 samples/sec Loss 3.2616 LearningRate 0.0620 Epoch: 4 Global Step: 70960 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:44:09,159-Speed 3356.58 samples/sec Loss 3.2471 LearningRate 0.0620 Epoch: 4 Global Step: 70970 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:12,252-Speed 3311.95 samples/sec Loss 3.1997 LearningRate 0.0620 Epoch: 4 Global Step: 70980 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:15,322-Speed 3336.64 samples/sec Loss 3.2322 LearningRate 0.0620 Epoch: 4 Global Step: 70990 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:18,394-Speed 3333.56 samples/sec Loss 3.2287 LearningRate 0.0620 Epoch: 4 Global Step: 71000 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:21,467-Speed 3332.99 samples/sec Loss 3.2506 LearningRate 0.0620 Epoch: 4 Global Step: 71010 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:24,536-Speed 3337.88 samples/sec Loss 3.2806 LearningRate 0.0620 Epoch: 4 Global Step: 71020 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:27,622-Speed 3319.14 samples/sec Loss 3.2679 LearningRate 0.0620 Epoch: 4 Global Step: 71030 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:30,688-Speed 3339.85 samples/sec Loss 3.2416 LearningRate 0.0620 Epoch: 4 Global Step: 71040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:33,769-Speed 3326.10 samples/sec Loss 3.1810 LearningRate 0.0620 Epoch: 4 Global Step: 71050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:36,834-Speed 3341.51 samples/sec Loss 3.2397 LearningRate 0.0620 Epoch: 4 Global Step: 71060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:39,902-Speed 3337.62 samples/sec Loss 3.2354 LearningRate 0.0620 Epoch: 4 Global Step: 71070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:42,969-Speed 3340.23 samples/sec Loss 3.2119 LearningRate 0.0619 Epoch: 4 Global Step: 71080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:46,058-Speed 3315.64 samples/sec Loss 3.2358 LearningRate 0.0619 Epoch: 4 Global Step: 71090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:49,143-Speed 3320.17 samples/sec Loss 3.2490 LearningRate 0.0619 Epoch: 4 Global Step: 71100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:52,245-Speed 3301.64 samples/sec Loss 3.1999 LearningRate 0.0619 Epoch: 4 Global Step: 71110 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:55,340-Speed 3309.01 samples/sec Loss 3.2013 LearningRate 0.0619 Epoch: 4 Global Step: 71120 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:44:58,415-Speed 3331.64 samples/sec Loss 3.2216 LearningRate 0.0619 Epoch: 4 Global Step: 71130 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:01,508-Speed 3310.76 samples/sec Loss 3.2621 LearningRate 0.0619 Epoch: 4 Global Step: 71140 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:04,595-Speed 3318.58 samples/sec Loss 3.2382 LearningRate 0.0619 Epoch: 4 Global Step: 71150 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:07,774-Speed 3221.64 samples/sec Loss 3.2528 LearningRate 0.0619 Epoch: 4 Global Step: 71160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:10,874-Speed 3304.45 samples/sec Loss 3.2586 LearningRate 0.0619 Epoch: 4 Global Step: 71170 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:45:13,948-Speed 3331.46 samples/sec Loss 3.1806 LearningRate 0.0619 Epoch: 4 Global Step: 71180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:17,020-Speed 3335.02 samples/sec Loss 3.2163 LearningRate 0.0619 Epoch: 4 Global Step: 71190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:20,096-Speed 3329.03 samples/sec Loss 3.2939 LearningRate 0.0619 Epoch: 4 Global Step: 71200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:23,167-Speed 3335.62 samples/sec Loss 3.3093 LearningRate 0.0619 Epoch: 4 Global Step: 71210 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:26,241-Speed 3332.11 samples/sec Loss 3.2095 LearningRate 0.0619 Epoch: 4 Global Step: 71220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:29,345-Speed 3299.62 samples/sec Loss 3.1629 LearningRate 0.0619 Epoch: 4 Global Step: 71230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:32,458-Speed 3290.18 samples/sec Loss 3.2777 LearningRate 0.0619 Epoch: 4 Global Step: 71240 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:35,588-Speed 3273.07 samples/sec Loss 3.2570 LearningRate 0.0619 Epoch: 4 Global Step: 71250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:38,785-Speed 3203.52 samples/sec Loss 3.2109 LearningRate 0.0619 Epoch: 4 Global Step: 71260 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:41,854-Speed 3337.47 samples/sec Loss 3.2477 LearningRate 0.0619 Epoch: 4 Global Step: 71270 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:44,949-Speed 3309.03 samples/sec Loss 3.2628 LearningRate 0.0619 Epoch: 4 Global Step: 71280 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:48,096-Speed 3255.92 samples/sec Loss 3.1960 LearningRate 0.0618 Epoch: 4 Global Step: 71290 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:51,266-Speed 3229.98 samples/sec Loss 3.2237 LearningRate 0.0618 Epoch: 4 Global Step: 71300 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:54,393-Speed 3275.72 samples/sec Loss 3.2101 LearningRate 0.0618 Epoch: 4 Global Step: 71310 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:45:57,476-Speed 3322.46 samples/sec Loss 3.1716 LearningRate 0.0618 Epoch: 4 Global Step: 71320 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:00,566-Speed 3315.01 samples/sec Loss 3.2549 LearningRate 0.0618 Epoch: 4 Global Step: 71330 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:03,637-Speed 3334.95 samples/sec Loss 3.2225 LearningRate 0.0618 Epoch: 4 Global Step: 71340 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:06,712-Speed 3331.28 samples/sec Loss 3.3070 LearningRate 0.0618 Epoch: 4 Global Step: 71350 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:09,840-Speed 3273.92 samples/sec Loss 3.2174 LearningRate 0.0618 Epoch: 4 Global Step: 71360 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:12,905-Speed 3342.48 samples/sec Loss 3.2325 LearningRate 0.0618 Epoch: 4 Global Step: 71370 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:15,972-Speed 3339.16 samples/sec Loss 3.2804 LearningRate 0.0618 Epoch: 4 Global Step: 71380 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:19,060-Speed 3316.30 samples/sec Loss 3.2351 LearningRate 0.0618 Epoch: 4 Global Step: 71390 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:22,132-Speed 3334.40 samples/sec Loss 3.2847 LearningRate 0.0618 Epoch: 4 Global Step: 71400 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:25,210-Speed 3327.05 samples/sec Loss 3.2322 LearningRate 0.0618 Epoch: 4 Global Step: 71410 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:28,281-Speed 3335.50 samples/sec Loss 3.2704 LearningRate 0.0618 Epoch: 4 Global Step: 71420 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:46:31,352-Speed 3336.00 samples/sec Loss 3.2460 LearningRate 0.0618 Epoch: 4 Global Step: 71430 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:34,418-Speed 3340.68 samples/sec Loss 3.2869 LearningRate 0.0618 Epoch: 4 Global Step: 71440 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:37,552-Speed 3268.60 samples/sec Loss 3.2946 LearningRate 0.0618 Epoch: 4 Global Step: 71450 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:40,619-Speed 3338.80 samples/sec Loss 3.2026 LearningRate 0.0618 Epoch: 4 Global Step: 71460 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:43,700-Speed 3324.38 samples/sec Loss 3.1779 LearningRate 0.0618 Epoch: 4 Global Step: 71470 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:46,773-Speed 3333.47 samples/sec Loss 3.2470 LearningRate 0.0618 Epoch: 4 Global Step: 71480 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:49,853-Speed 3325.72 samples/sec Loss 3.2758 LearningRate 0.0618 Epoch: 4 Global Step: 71490 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:52,924-Speed 3334.81 samples/sec Loss 3.2623 LearningRate 0.0618 Epoch: 4 Global Step: 71500 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:55,989-Speed 3340.98 samples/sec Loss 3.2924 LearningRate 0.0617 Epoch: 4 Global Step: 71510 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:46:59,056-Speed 3340.19 samples/sec Loss 3.2220 LearningRate 0.0617 Epoch: 4 Global Step: 71520 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:02,115-Speed 3348.51 samples/sec Loss 3.2197 LearningRate 0.0617 Epoch: 4 Global Step: 71530 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:05,193-Speed 3327.18 samples/sec Loss 3.3396 LearningRate 0.0617 Epoch: 4 Global Step: 71540 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:08,260-Speed 3339.81 samples/sec Loss 3.2057 LearningRate 0.0617 Epoch: 4 Global Step: 71550 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:11,323-Speed 3343.65 samples/sec Loss 3.3046 LearningRate 0.0617 Epoch: 4 Global Step: 71560 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:14,391-Speed 3338.58 samples/sec Loss 3.2514 LearningRate 0.0617 Epoch: 4 Global Step: 71570 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:17,469-Speed 3327.77 samples/sec Loss 3.2689 LearningRate 0.0617 Epoch: 4 Global Step: 71580 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:20,557-Speed 3317.24 samples/sec Loss 3.2064 LearningRate 0.0617 Epoch: 4 Global Step: 71590 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:23,632-Speed 3330.48 samples/sec Loss 3.2309 LearningRate 0.0617 Epoch: 4 Global Step: 71600 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:26,705-Speed 3333.26 samples/sec Loss 3.2548 LearningRate 0.0617 Epoch: 4 Global Step: 71610 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:29,782-Speed 3328.90 samples/sec Loss 3.3519 LearningRate 0.0617 Epoch: 4 Global Step: 71620 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:47:32,856-Speed 3331.79 samples/sec Loss 3.1819 LearningRate 0.0617 Epoch: 4 Global Step: 71630 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:35,920-Speed 3342.72 samples/sec Loss 3.2764 LearningRate 0.0617 Epoch: 4 Global Step: 71640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:38,993-Speed 3332.75 samples/sec Loss 3.2784 LearningRate 0.0617 Epoch: 4 Global Step: 71650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:42,077-Speed 3321.50 samples/sec Loss 3.2881 LearningRate 0.0617 Epoch: 4 Global Step: 71660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:45,154-Speed 3328.43 samples/sec Loss 3.3231 LearningRate 0.0617 Epoch: 4 Global Step: 71670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:48,240-Speed 3319.17 samples/sec Loss 3.2994 LearningRate 0.0617 Epoch: 4 Global Step: 71680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:51,307-Speed 3339.91 samples/sec Loss 3.2579 LearningRate 0.0617 Epoch: 4 Global Step: 71690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:54,376-Speed 3337.66 samples/sec Loss 3.2570 LearningRate 0.0617 Epoch: 4 Global Step: 71700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:47:57,446-Speed 3336.05 samples/sec Loss 3.2880 LearningRate 0.0617 Epoch: 4 Global Step: 71710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:00,515-Speed 3337.18 samples/sec Loss 3.2763 LearningRate 0.0616 Epoch: 4 Global Step: 71720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:03,570-Speed 3353.46 samples/sec Loss 3.1848 LearningRate 0.0616 Epoch: 4 Global Step: 71730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:06,678-Speed 3295.19 samples/sec Loss 3.2076 LearningRate 0.0616 Epoch: 4 Global Step: 71740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:09,775-Speed 3306.56 samples/sec Loss 3.2944 LearningRate 0.0616 Epoch: 4 Global Step: 71750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:12,856-Speed 3325.10 samples/sec Loss 3.3303 LearningRate 0.0616 Epoch: 4 Global Step: 71760 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:15,933-Speed 3328.56 samples/sec Loss 3.2231 LearningRate 0.0616 Epoch: 4 Global Step: 71770 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:19,010-Speed 3328.52 samples/sec Loss 3.2235 LearningRate 0.0616 Epoch: 4 Global Step: 71780 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:24,660-Speed 1812.81 samples/sec Loss 3.3102 LearningRate 0.0616 Epoch: 4 Global Step: 71790 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:27,734-Speed 3331.91 samples/sec Loss 3.2074 LearningRate 0.0616 Epoch: 4 Global Step: 71800 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:30,797-Speed 3343.11 samples/sec Loss 3.3010 LearningRate 0.0616 Epoch: 4 Global Step: 71810 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:33,910-Speed 3290.10 samples/sec Loss 3.2574 LearningRate 0.0616 Epoch: 4 Global Step: 71820 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:36,974-Speed 3342.70 samples/sec Loss 3.3028 LearningRate 0.0616 Epoch: 4 Global Step: 71830 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:40,053-Speed 3326.92 samples/sec Loss 3.3208 LearningRate 0.0616 Epoch: 4 Global Step: 71840 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:43,127-Speed 3331.35 samples/sec Loss 3.1691 LearningRate 0.0616 Epoch: 4 Global Step: 71850 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:46,191-Speed 3343.84 samples/sec Loss 3.2649 LearningRate 0.0616 Epoch: 4 Global Step: 71860 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:49,254-Speed 3343.42 samples/sec Loss 3.2773 LearningRate 0.0616 Epoch: 4 Global Step: 71870 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:52,331-Speed 3328.35 samples/sec Loss 3.2366 LearningRate 0.0616 Epoch: 4 Global Step: 71880 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:55,409-Speed 3327.98 samples/sec Loss 3.2837 LearningRate 0.0616 Epoch: 4 Global Step: 71890 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:48:58,484-Speed 3330.34 samples/sec Loss 3.2039 LearningRate 0.0616 Epoch: 4 Global Step: 71900 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:49:01,536-Speed 3356.09 samples/sec Loss 3.3770 LearningRate 0.0616 Epoch: 4 Global Step: 71910 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:04,648-Speed 3290.97 samples/sec Loss 3.2699 LearningRate 0.0616 Epoch: 4 Global Step: 71920 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:07,722-Speed 3333.04 samples/sec Loss 3.2744 LearningRate 0.0615 Epoch: 4 Global Step: 71930 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:10,815-Speed 3311.03 samples/sec Loss 3.2408 LearningRate 0.0615 Epoch: 4 Global Step: 71940 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:13,885-Speed 3336.74 samples/sec Loss 3.2991 LearningRate 0.0615 Epoch: 4 Global Step: 71950 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:16,959-Speed 3332.07 samples/sec Loss 3.2841 LearningRate 0.0615 Epoch: 4 Global Step: 71960 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:20,024-Speed 3341.57 samples/sec Loss 3.2788 LearningRate 0.0615 Epoch: 4 Global Step: 71970 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:23,097-Speed 3332.18 samples/sec Loss 3.2671 LearningRate 0.0615 Epoch: 4 Global Step: 71980 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:26,169-Speed 3334.47 samples/sec Loss 3.2560 LearningRate 0.0615 Epoch: 4 Global Step: 71990 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:49:29,233-Speed 3342.76 samples/sec Loss 3.3084 LearningRate 0.0615 Epoch: 4 Global Step: 72000 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:50:13,151-[lfw][72000]XNorm: 23.607859 Training: 2022-04-11 06:50:13,151-[lfw][72000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 06:50:13,152-[lfw][72000]Accuracy-Highest: 0.99817 Training: 2022-04-11 06:51:04,182-[cfp_fp][72000]XNorm: 22.231208 Training: 2022-04-11 06:51:04,183-[cfp_fp][72000]Accuracy-Flip: 0.98243+-0.00503 Training: 2022-04-11 06:51:04,183-[cfp_fp][72000]Accuracy-Highest: 0.98457 Training: 2022-04-11 06:51:48,340-[agedb_30][72000]XNorm: 23.745790 Training: 2022-04-11 06:51:48,340-[agedb_30][72000]Accuracy-Flip: 0.98000+-0.00726 Training: 2022-04-11 06:51:48,341-[agedb_30][72000]Accuracy-Highest: 0.98100 Training: 2022-04-11 06:51:51,418-Speed 72.02 samples/sec Loss 3.2606 LearningRate 0.0615 Epoch: 4 Global Step: 72010 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:51:54,465-Speed 3360.92 samples/sec Loss 3.3155 LearningRate 0.0615 Epoch: 4 Global Step: 72020 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:51:57,555-Speed 3315.39 samples/sec Loss 3.2692 LearningRate 0.0615 Epoch: 4 Global Step: 72030 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:00,605-Speed 3357.89 samples/sec Loss 3.3160 LearningRate 0.0615 Epoch: 4 Global Step: 72040 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:03,732-Speed 3275.47 samples/sec Loss 3.2724 LearningRate 0.0615 Epoch: 4 Global Step: 72050 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:06,914-Speed 3218.42 samples/sec Loss 3.3715 LearningRate 0.0615 Epoch: 4 Global Step: 72060 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:09,977-Speed 3344.60 samples/sec Loss 3.2308 LearningRate 0.0615 Epoch: 4 Global Step: 72070 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:13,035-Speed 3348.83 samples/sec Loss 3.2593 LearningRate 0.0615 Epoch: 4 Global Step: 72080 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:16,093-Speed 3349.88 samples/sec Loss 3.2862 LearningRate 0.0615 Epoch: 4 Global Step: 72090 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:19,166-Speed 3332.21 samples/sec Loss 3.2763 LearningRate 0.0615 Epoch: 4 Global Step: 72100 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:22,231-Speed 3341.71 samples/sec Loss 3.2517 LearningRate 0.0615 Epoch: 4 Global Step: 72110 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:25,310-Speed 3327.55 samples/sec Loss 3.2698 LearningRate 0.0615 Epoch: 4 Global Step: 72120 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:28,371-Speed 3345.65 samples/sec Loss 3.3238 LearningRate 0.0615 Epoch: 4 Global Step: 72130 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:31,448-Speed 3328.53 samples/sec Loss 3.2854 LearningRate 0.0614 Epoch: 4 Global Step: 72140 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:34,571-Speed 3279.82 samples/sec Loss 3.3329 LearningRate 0.0614 Epoch: 4 Global Step: 72150 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:37,674-Speed 3300.46 samples/sec Loss 3.2689 LearningRate 0.0614 Epoch: 4 Global Step: 72160 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:40,787-Speed 3290.23 samples/sec Loss 3.3273 LearningRate 0.0614 Epoch: 4 Global Step: 72170 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:43,942-Speed 3246.28 samples/sec Loss 3.3818 LearningRate 0.0614 Epoch: 4 Global Step: 72180 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:47,062-Speed 3283.05 samples/sec Loss 3.3097 LearningRate 0.0614 Epoch: 4 Global Step: 72190 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:50,148-Speed 3318.64 samples/sec Loss 3.2704 LearningRate 0.0614 Epoch: 4 Global Step: 72200 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:53,269-Speed 3282.48 samples/sec Loss 3.2513 LearningRate 0.0614 Epoch: 4 Global Step: 72210 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:52:56,394-Speed 3278.23 samples/sec Loss 3.2906 LearningRate 0.0614 Epoch: 4 Global Step: 72220 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:52:59,503-Speed 3293.70 samples/sec Loss 3.2412 LearningRate 0.0614 Epoch: 4 Global Step: 72230 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:02,645-Speed 3260.20 samples/sec Loss 3.2821 LearningRate 0.0614 Epoch: 4 Global Step: 72240 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:05,706-Speed 3346.77 samples/sec Loss 3.2812 LearningRate 0.0614 Epoch: 4 Global Step: 72250 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:08,784-Speed 3327.28 samples/sec Loss 3.2579 LearningRate 0.0614 Epoch: 4 Global Step: 72260 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:11,850-Speed 3340.24 samples/sec Loss 3.3295 LearningRate 0.0614 Epoch: 4 Global Step: 72270 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:14,909-Speed 3348.33 samples/sec Loss 3.2845 LearningRate 0.0614 Epoch: 4 Global Step: 72280 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:17,981-Speed 3334.58 samples/sec Loss 3.3933 LearningRate 0.0614 Epoch: 4 Global Step: 72290 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:21,048-Speed 3339.48 samples/sec Loss 3.1764 LearningRate 0.0614 Epoch: 4 Global Step: 72300 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:24,104-Speed 3351.24 samples/sec Loss 3.1704 LearningRate 0.0614 Epoch: 4 Global Step: 72310 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:27,176-Speed 3333.68 samples/sec Loss 3.2644 LearningRate 0.0614 Epoch: 4 Global Step: 72320 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:30,264-Speed 3316.55 samples/sec Loss 3.2341 LearningRate 0.0614 Epoch: 4 Global Step: 72330 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:33,323-Speed 3349.57 samples/sec Loss 3.2965 LearningRate 0.0614 Epoch: 4 Global Step: 72340 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:36,390-Speed 3340.46 samples/sec Loss 3.2312 LearningRate 0.0614 Epoch: 4 Global Step: 72350 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:39,463-Speed 3332.48 samples/sec Loss 3.2015 LearningRate 0.0613 Epoch: 4 Global Step: 72360 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:42,521-Speed 3349.03 samples/sec Loss 3.3600 LearningRate 0.0613 Epoch: 4 Global Step: 72370 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:45,580-Speed 3348.98 samples/sec Loss 3.2735 LearningRate 0.0613 Epoch: 4 Global Step: 72380 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:48,646-Speed 3339.96 samples/sec Loss 3.3143 LearningRate 0.0613 Epoch: 4 Global Step: 72390 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:51,725-Speed 3326.87 samples/sec Loss 3.2676 LearningRate 0.0613 Epoch: 4 Global Step: 72400 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:54,780-Speed 3352.33 samples/sec Loss 3.2307 LearningRate 0.0613 Epoch: 4 Global Step: 72410 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:53:57,833-Speed 3354.47 samples/sec Loss 3.2186 LearningRate 0.0613 Epoch: 4 Global Step: 72420 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:01,033-Speed 3201.43 samples/sec Loss 3.3514 LearningRate 0.0613 Epoch: 4 Global Step: 72430 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:04,127-Speed 3310.68 samples/sec Loss 3.2126 LearningRate 0.0613 Epoch: 4 Global Step: 72440 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:07,187-Speed 3346.60 samples/sec Loss 3.2621 LearningRate 0.0613 Epoch: 4 Global Step: 72450 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:10,254-Speed 3340.10 samples/sec Loss 3.2271 LearningRate 0.0613 Epoch: 4 Global Step: 72460 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:13,322-Speed 3338.37 samples/sec Loss 3.2513 LearningRate 0.0613 Epoch: 4 Global Step: 72470 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:16,395-Speed 3333.15 samples/sec Loss 3.2995 LearningRate 0.0613 Epoch: 4 Global Step: 72480 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:19,466-Speed 3334.13 samples/sec Loss 3.2695 LearningRate 0.0613 Epoch: 4 Global Step: 72490 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:22,554-Speed 3317.10 samples/sec Loss 3.2778 LearningRate 0.0613 Epoch: 4 Global Step: 72500 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:25,748-Speed 3207.23 samples/sec Loss 3.2651 LearningRate 0.0613 Epoch: 4 Global Step: 72510 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:28,806-Speed 3349.54 samples/sec Loss 3.2365 LearningRate 0.0613 Epoch: 4 Global Step: 72520 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:54:31,852-Speed 3362.43 samples/sec Loss 3.2985 LearningRate 0.0613 Epoch: 4 Global Step: 72530 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:34,921-Speed 3337.72 samples/sec Loss 3.2854 LearningRate 0.0613 Epoch: 4 Global Step: 72540 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:37,999-Speed 3327.16 samples/sec Loss 3.1838 LearningRate 0.0613 Epoch: 4 Global Step: 72550 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:41,068-Speed 3337.13 samples/sec Loss 3.2946 LearningRate 0.0613 Epoch: 4 Global Step: 72560 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:44,200-Speed 3270.77 samples/sec Loss 3.2835 LearningRate 0.0612 Epoch: 4 Global Step: 72570 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:47,326-Speed 3276.19 samples/sec Loss 3.2206 LearningRate 0.0612 Epoch: 4 Global Step: 72580 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:50,400-Speed 3331.80 samples/sec Loss 3.2704 LearningRate 0.0612 Epoch: 4 Global Step: 72590 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:53,465-Speed 3342.19 samples/sec Loss 3.3272 LearningRate 0.0612 Epoch: 4 Global Step: 72600 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:56,529-Speed 3343.24 samples/sec Loss 3.2634 LearningRate 0.0612 Epoch: 4 Global Step: 72610 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:54:59,601-Speed 3334.22 samples/sec Loss 3.2497 LearningRate 0.0612 Epoch: 4 Global Step: 72620 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:02,667-Speed 3340.65 samples/sec Loss 3.2847 LearningRate 0.0612 Epoch: 4 Global Step: 72630 Fp16 Grad Scale: 262144 Required: 28 hours Training: 2022-04-11 06:55:05,721-Speed 3352.78 samples/sec Loss 3.3394 LearningRate 0.0612 Epoch: 4 Global Step: 72640 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:08,821-Speed 3304.69 samples/sec Loss 3.2691 LearningRate 0.0612 Epoch: 4 Global Step: 72650 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:11,886-Speed 3341.74 samples/sec Loss 3.2795 LearningRate 0.0612 Epoch: 4 Global Step: 72660 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:14,965-Speed 3325.87 samples/sec Loss 3.2936 LearningRate 0.0612 Epoch: 4 Global Step: 72670 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:18,036-Speed 3335.13 samples/sec Loss 3.2575 LearningRate 0.0612 Epoch: 4 Global Step: 72680 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:21,130-Speed 3310.21 samples/sec Loss 3.2167 LearningRate 0.0612 Epoch: 4 Global Step: 72690 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:24,255-Speed 3278.34 samples/sec Loss 3.2717 LearningRate 0.0612 Epoch: 4 Global Step: 72700 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:27,391-Speed 3266.03 samples/sec Loss 3.3251 LearningRate 0.0612 Epoch: 4 Global Step: 72710 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:30,480-Speed 3315.39 samples/sec Loss 3.2940 LearningRate 0.0612 Epoch: 4 Global Step: 72720 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:33,544-Speed 3342.78 samples/sec Loss 3.2639 LearningRate 0.0612 Epoch: 4 Global Step: 72730 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:36,614-Speed 3336.23 samples/sec Loss 3.3075 LearningRate 0.0612 Epoch: 4 Global Step: 72740 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:39,688-Speed 3332.17 samples/sec Loss 3.3484 LearningRate 0.0612 Epoch: 4 Global Step: 72750 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:42,760-Speed 3334.41 samples/sec Loss 3.3030 LearningRate 0.0612 Epoch: 4 Global Step: 72760 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:45,865-Speed 3298.42 samples/sec Loss 3.2198 LearningRate 0.0612 Epoch: 4 Global Step: 72770 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:48,990-Speed 3277.59 samples/sec Loss 3.2213 LearningRate 0.0611 Epoch: 4 Global Step: 72780 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:55:52,057-Speed 3339.33 samples/sec Loss 3.2339 LearningRate 0.0611 Epoch: 4 Global Step: 72790 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:55:55,133-Speed 3329.72 samples/sec Loss 3.1969 LearningRate 0.0611 Epoch: 4 Global Step: 72800 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:55:58,198-Speed 3342.12 samples/sec Loss 3.3121 LearningRate 0.0611 Epoch: 4 Global Step: 72810 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:01,280-Speed 3323.03 samples/sec Loss 3.2924 LearningRate 0.0611 Epoch: 4 Global Step: 72820 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:04,378-Speed 3306.32 samples/sec Loss 3.2555 LearningRate 0.0611 Epoch: 4 Global Step: 72830 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:07,454-Speed 3330.32 samples/sec Loss 3.2444 LearningRate 0.0611 Epoch: 4 Global Step: 72840 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:10,546-Speed 3311.73 samples/sec Loss 3.3329 LearningRate 0.0611 Epoch: 4 Global Step: 72850 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:13,629-Speed 3322.84 samples/sec Loss 3.2750 LearningRate 0.0611 Epoch: 4 Global Step: 72860 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:16,759-Speed 3272.03 samples/sec Loss 3.2922 LearningRate 0.0611 Epoch: 4 Global Step: 72870 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:19,857-Speed 3306.16 samples/sec Loss 3.2503 LearningRate 0.0611 Epoch: 4 Global Step: 72880 Fp16 Grad Scale: 65536 Required: 28 hours Training: 2022-04-11 06:56:22,923-Speed 3341.01 samples/sec Loss 3.2736 LearningRate 0.0611 Epoch: 4 Global Step: 72890 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:56:25,992-Speed 3337.65 samples/sec Loss 3.2796 LearningRate 0.0611 Epoch: 4 Global Step: 72900 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:56:29,056-Speed 3342.35 samples/sec Loss 3.3274 LearningRate 0.0611 Epoch: 4 Global Step: 72910 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:56:32,220-Speed 3236.88 samples/sec Loss 3.3047 LearningRate 0.0611 Epoch: 4 Global Step: 72920 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:56:35,367-Speed 3255.08 samples/sec Loss 3.3223 LearningRate 0.0611 Epoch: 4 Global Step: 72930 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:56:38,444-Speed 3328.69 samples/sec Loss 3.2539 LearningRate 0.0611 Epoch: 4 Global Step: 72940 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:56:41,507-Speed 3343.77 samples/sec Loss 3.2208 LearningRate 0.0611 Epoch: 4 Global Step: 72950 Fp16 Grad Scale: 131072 Required: 28 hours Training: 2022-04-11 06:56:44,667-Speed 3241.25 samples/sec Loss 3.3184 LearningRate 0.0611 Epoch: 4 Global Step: 72960 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:56:47,750-Speed 3322.85 samples/sec Loss 3.2109 LearningRate 0.0611 Epoch: 4 Global Step: 72970 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:56:50,852-Speed 3301.26 samples/sec Loss 3.2050 LearningRate 0.0611 Epoch: 4 Global Step: 72980 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:56:53,918-Speed 3340.84 samples/sec Loss 3.4275 LearningRate 0.0611 Epoch: 4 Global Step: 72990 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:56:56,984-Speed 3340.05 samples/sec Loss 3.3455 LearningRate 0.0610 Epoch: 4 Global Step: 73000 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:00,058-Speed 3332.12 samples/sec Loss 3.3381 LearningRate 0.0610 Epoch: 4 Global Step: 73010 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:03,145-Speed 3318.17 samples/sec Loss 3.2682 LearningRate 0.0610 Epoch: 4 Global Step: 73020 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:06,231-Speed 3319.39 samples/sec Loss 3.1365 LearningRate 0.0610 Epoch: 4 Global Step: 73030 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:09,301-Speed 3335.75 samples/sec Loss 3.2263 LearningRate 0.0610 Epoch: 4 Global Step: 73040 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:12,366-Speed 3342.04 samples/sec Loss 3.2625 LearningRate 0.0610 Epoch: 4 Global Step: 73050 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:15,436-Speed 3336.92 samples/sec Loss 3.2978 LearningRate 0.0610 Epoch: 4 Global Step: 73060 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:18,507-Speed 3334.22 samples/sec Loss 3.3320 LearningRate 0.0610 Epoch: 4 Global Step: 73070 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:21,582-Speed 3331.42 samples/sec Loss 3.1304 LearningRate 0.0610 Epoch: 4 Global Step: 73080 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:57:24,668-Speed 3318.93 samples/sec Loss 3.2253 LearningRate 0.0610 Epoch: 4 Global Step: 73090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:57:27,850-Speed 3219.08 samples/sec Loss 3.2071 LearningRate 0.0610 Epoch: 4 Global Step: 73100 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:57:30,965-Speed 3287.61 samples/sec Loss 3.2304 LearningRate 0.0610 Epoch: 4 Global Step: 73110 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:57:34,160-Speed 3205.93 samples/sec Loss 3.2963 LearningRate 0.0610 Epoch: 4 Global Step: 73120 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:57:37,259-Speed 3305.58 samples/sec Loss 3.2988 LearningRate 0.0610 Epoch: 4 Global Step: 73130 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:57:40,402-Speed 3258.23 samples/sec Loss 3.2272 LearningRate 0.0610 Epoch: 4 Global Step: 73140 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:57:43,457-Speed 3352.68 samples/sec Loss 3.2313 LearningRate 0.0610 Epoch: 4 Global Step: 73150 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:57:46,518-Speed 3346.88 samples/sec Loss 3.2200 LearningRate 0.0610 Epoch: 4 Global Step: 73160 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:57:49,580-Speed 3345.14 samples/sec Loss 3.2887 LearningRate 0.0610 Epoch: 4 Global Step: 73170 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:57:52,646-Speed 3339.89 samples/sec Loss 3.3349 LearningRate 0.0610 Epoch: 4 Global Step: 73180 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:57:55,707-Speed 3346.64 samples/sec Loss 3.3295 LearningRate 0.0610 Epoch: 4 Global Step: 73190 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:57:58,828-Speed 3280.99 samples/sec Loss 3.2892 LearningRate 0.0610 Epoch: 4 Global Step: 73200 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:58:01,950-Speed 3280.87 samples/sec Loss 3.2211 LearningRate 0.0609 Epoch: 4 Global Step: 73210 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:58:05,017-Speed 3340.68 samples/sec Loss 3.2697 LearningRate 0.0609 Epoch: 4 Global Step: 73220 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:58:08,117-Speed 3303.49 samples/sec Loss 3.2974 LearningRate 0.0609 Epoch: 4 Global Step: 73230 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:58:11,179-Speed 3345.07 samples/sec Loss 3.2527 LearningRate 0.0609 Epoch: 4 Global Step: 73240 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 06:58:14,243-Speed 3343.89 samples/sec Loss 3.3318 LearningRate 0.0609 Epoch: 4 Global Step: 73250 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:17,306-Speed 3343.58 samples/sec Loss 3.1924 LearningRate 0.0609 Epoch: 4 Global Step: 73260 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:20,375-Speed 3336.74 samples/sec Loss 3.2834 LearningRate 0.0609 Epoch: 4 Global Step: 73270 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:23,451-Speed 3330.08 samples/sec Loss 3.2099 LearningRate 0.0609 Epoch: 4 Global Step: 73280 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:26,561-Speed 3293.80 samples/sec Loss 3.1975 LearningRate 0.0609 Epoch: 4 Global Step: 73290 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:29,625-Speed 3343.39 samples/sec Loss 3.3448 LearningRate 0.0609 Epoch: 4 Global Step: 73300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:32,711-Speed 3319.71 samples/sec Loss 3.2316 LearningRate 0.0609 Epoch: 4 Global Step: 73310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:35,794-Speed 3321.88 samples/sec Loss 3.3465 LearningRate 0.0609 Epoch: 4 Global Step: 73320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:38,883-Speed 3315.37 samples/sec Loss 3.2662 LearningRate 0.0609 Epoch: 4 Global Step: 73330 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:41,946-Speed 3343.98 samples/sec Loss 3.4023 LearningRate 0.0609 Epoch: 4 Global Step: 73340 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:58:45,014-Speed 3338.58 samples/sec Loss 3.2091 LearningRate 0.0609 Epoch: 4 Global Step: 73350 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:58:48,078-Speed 3342.77 samples/sec Loss 3.3827 LearningRate 0.0609 Epoch: 4 Global Step: 73360 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:58:51,157-Speed 3326.58 samples/sec Loss 3.2954 LearningRate 0.0609 Epoch: 4 Global Step: 73370 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:58:54,241-Speed 3320.51 samples/sec Loss 3.3059 LearningRate 0.0609 Epoch: 4 Global Step: 73380 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:58:57,304-Speed 3344.84 samples/sec Loss 3.1977 LearningRate 0.0609 Epoch: 4 Global Step: 73390 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:00,377-Speed 3332.80 samples/sec Loss 3.2161 LearningRate 0.0609 Epoch: 4 Global Step: 73400 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:03,449-Speed 3334.61 samples/sec Loss 3.2565 LearningRate 0.0609 Epoch: 4 Global Step: 73410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:06,529-Speed 3325.45 samples/sec Loss 3.2473 LearningRate 0.0608 Epoch: 4 Global Step: 73420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:09,610-Speed 3323.88 samples/sec Loss 3.2685 LearningRate 0.0608 Epoch: 4 Global Step: 73430 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:12,691-Speed 3324.13 samples/sec Loss 3.2147 LearningRate 0.0608 Epoch: 4 Global Step: 73440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:15,745-Speed 3353.54 samples/sec Loss 3.2493 LearningRate 0.0608 Epoch: 4 Global Step: 73450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:18,812-Speed 3339.35 samples/sec Loss 3.2453 LearningRate 0.0608 Epoch: 4 Global Step: 73460 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:21,903-Speed 3314.32 samples/sec Loss 3.2602 LearningRate 0.0608 Epoch: 4 Global Step: 73470 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:24,969-Speed 3340.27 samples/sec Loss 3.2714 LearningRate 0.0608 Epoch: 4 Global Step: 73480 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:28,032-Speed 3344.58 samples/sec Loss 3.2216 LearningRate 0.0608 Epoch: 4 Global Step: 73490 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:31,098-Speed 3340.62 samples/sec Loss 3.3555 LearningRate 0.0608 Epoch: 4 Global Step: 73500 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:34,161-Speed 3343.87 samples/sec Loss 3.2844 LearningRate 0.0608 Epoch: 4 Global Step: 73510 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:37,244-Speed 3322.14 samples/sec Loss 3.2660 LearningRate 0.0608 Epoch: 4 Global Step: 73520 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:40,444-Speed 3200.96 samples/sec Loss 3.2888 LearningRate 0.0608 Epoch: 4 Global Step: 73530 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:43,515-Speed 3334.49 samples/sec Loss 3.2934 LearningRate 0.0608 Epoch: 4 Global Step: 73540 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 06:59:46,570-Speed 3352.23 samples/sec Loss 3.1926 LearningRate 0.0608 Epoch: 4 Global Step: 73550 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:59:49,729-Speed 3243.43 samples/sec Loss 3.2594 LearningRate 0.0608 Epoch: 4 Global Step: 73560 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:59:52,807-Speed 3327.39 samples/sec Loss 3.2536 LearningRate 0.0608 Epoch: 4 Global Step: 73570 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:59:55,877-Speed 3336.68 samples/sec Loss 3.2746 LearningRate 0.0608 Epoch: 4 Global Step: 73580 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 06:59:58,945-Speed 3338.44 samples/sec Loss 3.2867 LearningRate 0.0608 Epoch: 4 Global Step: 73590 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:00:02,060-Speed 3287.43 samples/sec Loss 3.2450 LearningRate 0.0608 Epoch: 4 Global Step: 73600 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:00:05,166-Speed 3298.02 samples/sec Loss 3.3146 LearningRate 0.0608 Epoch: 4 Global Step: 73610 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:00:08,307-Speed 3260.71 samples/sec Loss 3.2962 LearningRate 0.0608 Epoch: 4 Global Step: 73620 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:00:11,427-Speed 3282.82 samples/sec Loss 3.2409 LearningRate 0.0608 Epoch: 4 Global Step: 73630 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:00:14,504-Speed 3328.65 samples/sec Loss 3.3592 LearningRate 0.0607 Epoch: 4 Global Step: 73640 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:00:17,583-Speed 3326.77 samples/sec Loss 3.2593 LearningRate 0.0607 Epoch: 4 Global Step: 73650 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:20,721-Speed 3264.31 samples/sec Loss 3.3741 LearningRate 0.0607 Epoch: 4 Global Step: 73660 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:23,969-Speed 3153.32 samples/sec Loss 3.2629 LearningRate 0.0607 Epoch: 4 Global Step: 73670 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:27,083-Speed 3288.67 samples/sec Loss 3.2594 LearningRate 0.0607 Epoch: 4 Global Step: 73680 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:30,162-Speed 3327.22 samples/sec Loss 3.2407 LearningRate 0.0607 Epoch: 4 Global Step: 73690 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:33,307-Speed 3256.74 samples/sec Loss 3.1604 LearningRate 0.0607 Epoch: 4 Global Step: 73700 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:36,374-Speed 3339.46 samples/sec Loss 3.2890 LearningRate 0.0607 Epoch: 4 Global Step: 73710 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:39,495-Speed 3281.15 samples/sec Loss 3.2815 LearningRate 0.0607 Epoch: 4 Global Step: 73720 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:42,597-Speed 3302.28 samples/sec Loss 3.2682 LearningRate 0.0607 Epoch: 4 Global Step: 73730 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:45,667-Speed 3336.90 samples/sec Loss 3.2574 LearningRate 0.0607 Epoch: 4 Global Step: 73740 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:48,721-Speed 3353.48 samples/sec Loss 3.2906 LearningRate 0.0607 Epoch: 4 Global Step: 73750 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:51,794-Speed 3332.49 samples/sec Loss 3.3202 LearningRate 0.0607 Epoch: 4 Global Step: 73760 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:54,858-Speed 3343.16 samples/sec Loss 3.2644 LearningRate 0.0607 Epoch: 4 Global Step: 73770 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:00:57,934-Speed 3330.09 samples/sec Loss 3.3077 LearningRate 0.0607 Epoch: 4 Global Step: 73780 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:01,005-Speed 3334.94 samples/sec Loss 3.2330 LearningRate 0.0607 Epoch: 4 Global Step: 73790 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:04,120-Speed 3287.80 samples/sec Loss 3.3213 LearningRate 0.0607 Epoch: 4 Global Step: 73800 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:07,234-Speed 3289.10 samples/sec Loss 3.2481 LearningRate 0.0607 Epoch: 4 Global Step: 73810 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:10,402-Speed 3234.03 samples/sec Loss 3.2691 LearningRate 0.0607 Epoch: 4 Global Step: 73820 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:13,495-Speed 3311.50 samples/sec Loss 3.2628 LearningRate 0.0607 Epoch: 4 Global Step: 73830 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:16,602-Speed 3296.61 samples/sec Loss 3.2946 LearningRate 0.0607 Epoch: 4 Global Step: 73840 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:19,728-Speed 3276.55 samples/sec Loss 3.1709 LearningRate 0.0606 Epoch: 4 Global Step: 73850 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:22,876-Speed 3254.03 samples/sec Loss 3.2457 LearningRate 0.0606 Epoch: 4 Global Step: 73860 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:26,015-Speed 3262.53 samples/sec Loss 3.2866 LearningRate 0.0606 Epoch: 4 Global Step: 73870 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:29,078-Speed 3343.71 samples/sec Loss 3.2609 LearningRate 0.0606 Epoch: 4 Global Step: 73880 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:32,213-Speed 3267.19 samples/sec Loss 3.2737 LearningRate 0.0606 Epoch: 4 Global Step: 73890 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:35,279-Speed 3341.04 samples/sec Loss 3.2871 LearningRate 0.0606 Epoch: 4 Global Step: 73900 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:38,398-Speed 3283.97 samples/sec Loss 3.2917 LearningRate 0.0606 Epoch: 4 Global Step: 73910 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:41,525-Speed 3276.11 samples/sec Loss 3.2818 LearningRate 0.0606 Epoch: 4 Global Step: 73920 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:44,599-Speed 3331.88 samples/sec Loss 3.2532 LearningRate 0.0606 Epoch: 4 Global Step: 73930 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:47,684-Speed 3318.94 samples/sec Loss 3.2950 LearningRate 0.0606 Epoch: 4 Global Step: 73940 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:50,751-Speed 3340.03 samples/sec Loss 3.3047 LearningRate 0.0606 Epoch: 4 Global Step: 73950 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:01:53,813-Speed 3344.53 samples/sec Loss 3.3148 LearningRate 0.0606 Epoch: 4 Global Step: 73960 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:01:56,930-Speed 3286.07 samples/sec Loss 3.2022 LearningRate 0.0606 Epoch: 4 Global Step: 73970 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:02:00,067-Speed 3265.55 samples/sec Loss 3.2865 LearningRate 0.0606 Epoch: 4 Global Step: 73980 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:02:03,202-Speed 3267.57 samples/sec Loss 3.2662 LearningRate 0.0606 Epoch: 4 Global Step: 73990 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:02:06,280-Speed 3327.66 samples/sec Loss 3.3125 LearningRate 0.0606 Epoch: 4 Global Step: 74000 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:02:50,854-[lfw][74000]XNorm: 21.204751 Training: 2022-04-11 07:02:50,855-[lfw][74000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 07:02:50,855-[lfw][74000]Accuracy-Highest: 0.99817 Training: 2022-04-11 07:03:42,841-[cfp_fp][74000]XNorm: 19.676139 Training: 2022-04-11 07:03:42,842-[cfp_fp][74000]Accuracy-Flip: 0.98100+-0.00550 Training: 2022-04-11 07:03:42,842-[cfp_fp][74000]Accuracy-Highest: 0.98457 Training: 2022-04-11 07:04:27,344-[agedb_30][74000]XNorm: 21.375119 Training: 2022-04-11 07:04:27,344-[agedb_30][74000]Accuracy-Flip: 0.98100+-0.00814 Training: 2022-04-11 07:04:27,345-[agedb_30][74000]Accuracy-Highest: 0.98100 Training: 2022-04-11 07:04:30,408-Speed 71.05 samples/sec Loss 3.2544 LearningRate 0.0606 Epoch: 4 Global Step: 74010 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:33,456-Speed 3359.44 samples/sec Loss 3.2331 LearningRate 0.0606 Epoch: 4 Global Step: 74020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:36,513-Speed 3350.80 samples/sec Loss 3.2165 LearningRate 0.0606 Epoch: 4 Global Step: 74030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:39,564-Speed 3356.80 samples/sec Loss 3.2193 LearningRate 0.0606 Epoch: 4 Global Step: 74040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:42,630-Speed 3340.68 samples/sec Loss 3.3562 LearningRate 0.0606 Epoch: 4 Global Step: 74050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:45,678-Speed 3360.36 samples/sec Loss 3.1965 LearningRate 0.0606 Epoch: 4 Global Step: 74060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:48,763-Speed 3319.68 samples/sec Loss 3.2202 LearningRate 0.0605 Epoch: 4 Global Step: 74070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:51,868-Speed 3299.21 samples/sec Loss 3.2486 LearningRate 0.0605 Epoch: 4 Global Step: 74080 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:55,051-Speed 3217.88 samples/sec Loss 3.2862 LearningRate 0.0605 Epoch: 4 Global Step: 74090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:04:58,175-Speed 3278.69 samples/sec Loss 3.2775 LearningRate 0.0605 Epoch: 4 Global Step: 74100 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:01,265-Speed 3314.53 samples/sec Loss 3.2902 LearningRate 0.0605 Epoch: 4 Global Step: 74110 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:04,329-Speed 3343.44 samples/sec Loss 3.3621 LearningRate 0.0605 Epoch: 4 Global Step: 74120 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:07,405-Speed 3329.27 samples/sec Loss 3.2728 LearningRate 0.0605 Epoch: 4 Global Step: 74130 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:10,492-Speed 3318.09 samples/sec Loss 3.3245 LearningRate 0.0605 Epoch: 4 Global Step: 74140 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:13,554-Speed 3344.37 samples/sec Loss 3.2977 LearningRate 0.0605 Epoch: 4 Global Step: 74150 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:16,623-Speed 3337.30 samples/sec Loss 3.2735 LearningRate 0.0605 Epoch: 4 Global Step: 74160 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:19,739-Speed 3287.42 samples/sec Loss 3.2439 LearningRate 0.0605 Epoch: 4 Global Step: 74170 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:22,848-Speed 3294.77 samples/sec Loss 3.3009 LearningRate 0.0605 Epoch: 4 Global Step: 74180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:25,937-Speed 3316.23 samples/sec Loss 3.2929 LearningRate 0.0605 Epoch: 4 Global Step: 74190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:28,997-Speed 3347.49 samples/sec Loss 3.3151 LearningRate 0.0605 Epoch: 4 Global Step: 74200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:32,060-Speed 3342.97 samples/sec Loss 3.3489 LearningRate 0.0605 Epoch: 4 Global Step: 74210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:35,120-Speed 3347.66 samples/sec Loss 3.2882 LearningRate 0.0605 Epoch: 4 Global Step: 74220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:38,181-Speed 3345.70 samples/sec Loss 3.3094 LearningRate 0.0605 Epoch: 4 Global Step: 74230 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:41,244-Speed 3343.61 samples/sec Loss 3.4182 LearningRate 0.0605 Epoch: 4 Global Step: 74240 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:44,325-Speed 3324.78 samples/sec Loss 3.2703 LearningRate 0.0605 Epoch: 4 Global Step: 74250 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:47,374-Speed 3358.64 samples/sec Loss 3.2748 LearningRate 0.0605 Epoch: 4 Global Step: 74260 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:50,443-Speed 3337.96 samples/sec Loss 3.2130 LearningRate 0.0605 Epoch: 4 Global Step: 74270 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:53,506-Speed 3344.31 samples/sec Loss 3.3252 LearningRate 0.0604 Epoch: 4 Global Step: 74280 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:56,572-Speed 3343.15 samples/sec Loss 3.2135 LearningRate 0.0604 Epoch: 4 Global Step: 74290 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:05:59,659-Speed 3318.03 samples/sec Loss 3.2272 LearningRate 0.0604 Epoch: 4 Global Step: 74300 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:02,811-Speed 3249.06 samples/sec Loss 3.2699 LearningRate 0.0604 Epoch: 4 Global Step: 74310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:05,972-Speed 3239.98 samples/sec Loss 3.2946 LearningRate 0.0604 Epoch: 4 Global Step: 74320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:09,046-Speed 3333.00 samples/sec Loss 3.3461 LearningRate 0.0604 Epoch: 4 Global Step: 74330 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:12,127-Speed 3323.47 samples/sec Loss 3.2170 LearningRate 0.0604 Epoch: 4 Global Step: 74340 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:15,185-Speed 3349.76 samples/sec Loss 3.2633 LearningRate 0.0604 Epoch: 4 Global Step: 74350 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:18,299-Speed 3289.66 samples/sec Loss 3.3337 LearningRate 0.0604 Epoch: 4 Global Step: 74360 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:21,363-Speed 3342.63 samples/sec Loss 3.3547 LearningRate 0.0604 Epoch: 4 Global Step: 74370 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:24,511-Speed 3253.52 samples/sec Loss 3.3686 LearningRate 0.0604 Epoch: 4 Global Step: 74380 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:27,648-Speed 3265.79 samples/sec Loss 3.2416 LearningRate 0.0604 Epoch: 4 Global Step: 74390 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:30,740-Speed 3311.63 samples/sec Loss 3.2669 LearningRate 0.0604 Epoch: 4 Global Step: 74400 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:06:33,869-Speed 3274.24 samples/sec Loss 3.3663 LearningRate 0.0604 Epoch: 4 Global Step: 74410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:36,948-Speed 3326.39 samples/sec Loss 3.2449 LearningRate 0.0604 Epoch: 4 Global Step: 74420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:40,013-Speed 3341.65 samples/sec Loss 3.2839 LearningRate 0.0604 Epoch: 4 Global Step: 74430 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:43,075-Speed 3344.31 samples/sec Loss 3.2251 LearningRate 0.0604 Epoch: 4 Global Step: 74440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:46,149-Speed 3332.25 samples/sec Loss 3.3148 LearningRate 0.0604 Epoch: 4 Global Step: 74450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:49,224-Speed 3331.47 samples/sec Loss 3.3347 LearningRate 0.0604 Epoch: 4 Global Step: 74460 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:52,311-Speed 3317.75 samples/sec Loss 3.2927 LearningRate 0.0604 Epoch: 4 Global Step: 74470 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:55,373-Speed 3345.25 samples/sec Loss 3.3119 LearningRate 0.0604 Epoch: 4 Global Step: 74480 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:06:58,451-Speed 3327.51 samples/sec Loss 3.3044 LearningRate 0.0604 Epoch: 4 Global Step: 74490 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:07:01,509-Speed 3349.25 samples/sec Loss 3.3518 LearningRate 0.0603 Epoch: 4 Global Step: 74500 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:07:04,612-Speed 3300.23 samples/sec Loss 3.2364 LearningRate 0.0603 Epoch: 4 Global Step: 74510 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:07:07,698-Speed 3319.58 samples/sec Loss 3.3477 LearningRate 0.0603 Epoch: 4 Global Step: 74520 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:10,803-Speed 3297.95 samples/sec Loss 3.2420 LearningRate 0.0603 Epoch: 4 Global Step: 74530 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:13,903-Speed 3304.87 samples/sec Loss 3.2691 LearningRate 0.0603 Epoch: 4 Global Step: 74540 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:16,962-Speed 3347.65 samples/sec Loss 3.2207 LearningRate 0.0603 Epoch: 4 Global Step: 74550 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:20,019-Speed 3351.56 samples/sec Loss 3.2006 LearningRate 0.0603 Epoch: 4 Global Step: 74560 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:23,075-Speed 3350.84 samples/sec Loss 3.3755 LearningRate 0.0603 Epoch: 4 Global Step: 74570 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:26,132-Speed 3350.25 samples/sec Loss 3.2878 LearningRate 0.0603 Epoch: 4 Global Step: 74580 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:29,195-Speed 3344.65 samples/sec Loss 3.3057 LearningRate 0.0603 Epoch: 4 Global Step: 74590 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:32,254-Speed 3347.28 samples/sec Loss 3.2576 LearningRate 0.0603 Epoch: 4 Global Step: 74600 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:35,348-Speed 3310.85 samples/sec Loss 3.2444 LearningRate 0.0603 Epoch: 4 Global Step: 74610 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:38,420-Speed 3334.63 samples/sec Loss 3.3012 LearningRate 0.0603 Epoch: 4 Global Step: 74620 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:07:41,476-Speed 3351.43 samples/sec Loss 3.2565 LearningRate 0.0603 Epoch: 4 Global Step: 74630 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:07:44,542-Speed 3340.41 samples/sec Loss 3.2386 LearningRate 0.0603 Epoch: 4 Global Step: 74640 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:07:47,638-Speed 3308.66 samples/sec Loss 3.2842 LearningRate 0.0603 Epoch: 4 Global Step: 74650 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:50,717-Speed 3327.00 samples/sec Loss 3.3011 LearningRate 0.0603 Epoch: 4 Global Step: 74660 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:53,781-Speed 3342.12 samples/sec Loss 3.2978 LearningRate 0.0603 Epoch: 4 Global Step: 74670 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:56,839-Speed 3350.13 samples/sec Loss 3.2592 LearningRate 0.0603 Epoch: 4 Global Step: 74680 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:07:59,911-Speed 3333.45 samples/sec Loss 3.3552 LearningRate 0.0603 Epoch: 4 Global Step: 74690 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:08:02,969-Speed 3349.58 samples/sec Loss 3.2640 LearningRate 0.0603 Epoch: 4 Global Step: 74700 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:08:06,045-Speed 3329.52 samples/sec Loss 3.2511 LearningRate 0.0602 Epoch: 4 Global Step: 74710 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:08:09,102-Speed 3350.52 samples/sec Loss 3.2150 LearningRate 0.0602 Epoch: 4 Global Step: 74720 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:08:12,162-Speed 3347.36 samples/sec Loss 3.2541 LearningRate 0.0602 Epoch: 4 Global Step: 74730 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:08:15,232-Speed 3336.45 samples/sec Loss 3.1573 LearningRate 0.0602 Epoch: 4 Global Step: 74740 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:08:18,290-Speed 3348.79 samples/sec Loss 3.2967 LearningRate 0.0602 Epoch: 4 Global Step: 74750 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:21,348-Speed 3349.75 samples/sec Loss 3.3165 LearningRate 0.0602 Epoch: 4 Global Step: 74760 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:24,407-Speed 3348.32 samples/sec Loss 3.2914 LearningRate 0.0602 Epoch: 4 Global Step: 74770 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:27,491-Speed 3320.78 samples/sec Loss 3.2641 LearningRate 0.0602 Epoch: 4 Global Step: 74780 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:30,557-Speed 3340.89 samples/sec Loss 3.2566 LearningRate 0.0602 Epoch: 4 Global Step: 74790 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:33,618-Speed 3346.63 samples/sec Loss 3.2268 LearningRate 0.0602 Epoch: 4 Global Step: 74800 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:36,695-Speed 3328.41 samples/sec Loss 3.2361 LearningRate 0.0602 Epoch: 4 Global Step: 74810 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:39,760-Speed 3341.45 samples/sec Loss 3.3143 LearningRate 0.0602 Epoch: 4 Global Step: 74820 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:42,824-Speed 3343.36 samples/sec Loss 3.2778 LearningRate 0.0602 Epoch: 4 Global Step: 74830 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:45,888-Speed 3343.19 samples/sec Loss 3.3189 LearningRate 0.0602 Epoch: 4 Global Step: 74840 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:48,951-Speed 3343.43 samples/sec Loss 3.2673 LearningRate 0.0602 Epoch: 4 Global Step: 74850 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:52,029-Speed 3327.54 samples/sec Loss 3.2543 LearningRate 0.0602 Epoch: 4 Global Step: 74860 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:55,107-Speed 3327.24 samples/sec Loss 3.2872 LearningRate 0.0602 Epoch: 4 Global Step: 74870 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:08:58,172-Speed 3341.99 samples/sec Loss 3.3460 LearningRate 0.0602 Epoch: 4 Global Step: 74880 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:01,237-Speed 3341.37 samples/sec Loss 3.2592 LearningRate 0.0602 Epoch: 4 Global Step: 74890 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:04,314-Speed 3328.91 samples/sec Loss 3.3180 LearningRate 0.0602 Epoch: 4 Global Step: 74900 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:07,376-Speed 3345.33 samples/sec Loss 3.2942 LearningRate 0.0602 Epoch: 4 Global Step: 74910 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:10,470-Speed 3310.97 samples/sec Loss 3.3436 LearningRate 0.0602 Epoch: 4 Global Step: 74920 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:13,531-Speed 3346.23 samples/sec Loss 3.2998 LearningRate 0.0601 Epoch: 4 Global Step: 74930 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:16,615-Speed 3321.09 samples/sec Loss 3.2837 LearningRate 0.0601 Epoch: 4 Global Step: 74940 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:19,674-Speed 3348.93 samples/sec Loss 3.2527 LearningRate 0.0601 Epoch: 4 Global Step: 74950 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:22,746-Speed 3333.99 samples/sec Loss 3.2406 LearningRate 0.0601 Epoch: 4 Global Step: 74960 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:25,818-Speed 3334.18 samples/sec Loss 3.3165 LearningRate 0.0601 Epoch: 4 Global Step: 74970 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:28,877-Speed 3348.47 samples/sec Loss 3.2494 LearningRate 0.0601 Epoch: 4 Global Step: 74980 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:31,940-Speed 3344.22 samples/sec Loss 3.3055 LearningRate 0.0601 Epoch: 4 Global Step: 74990 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:35,004-Speed 3342.36 samples/sec Loss 3.3178 LearningRate 0.0601 Epoch: 4 Global Step: 75000 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:38,085-Speed 3324.16 samples/sec Loss 3.3992 LearningRate 0.0601 Epoch: 4 Global Step: 75010 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:41,162-Speed 3328.60 samples/sec Loss 3.3505 LearningRate 0.0601 Epoch: 4 Global Step: 75020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:44,228-Speed 3341.05 samples/sec Loss 3.2675 LearningRate 0.0601 Epoch: 4 Global Step: 75030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:47,294-Speed 3340.43 samples/sec Loss 3.3086 LearningRate 0.0601 Epoch: 4 Global Step: 75040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:50,375-Speed 3324.44 samples/sec Loss 3.2563 LearningRate 0.0601 Epoch: 4 Global Step: 75050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:53,442-Speed 3339.04 samples/sec Loss 3.2645 LearningRate 0.0601 Epoch: 4 Global Step: 75060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:56,513-Speed 3335.49 samples/sec Loss 3.2068 LearningRate 0.0601 Epoch: 4 Global Step: 75070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:09:59,559-Speed 3363.66 samples/sec Loss 3.2382 LearningRate 0.0601 Epoch: 4 Global Step: 75080 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:02,622-Speed 3343.06 samples/sec Loss 3.2927 LearningRate 0.0601 Epoch: 4 Global Step: 75090 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:05,703-Speed 3324.97 samples/sec Loss 3.2617 LearningRate 0.0601 Epoch: 4 Global Step: 75100 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:08,763-Speed 3347.07 samples/sec Loss 3.3105 LearningRate 0.0601 Epoch: 4 Global Step: 75110 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:11,828-Speed 3341.97 samples/sec Loss 3.2568 LearningRate 0.0601 Epoch: 4 Global Step: 75120 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:14,889-Speed 3345.24 samples/sec Loss 3.2946 LearningRate 0.0601 Epoch: 4 Global Step: 75130 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:17,955-Speed 3341.17 samples/sec Loss 3.3146 LearningRate 0.0600 Epoch: 4 Global Step: 75140 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:21,022-Speed 3339.15 samples/sec Loss 3.3301 LearningRate 0.0600 Epoch: 4 Global Step: 75150 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:24,083-Speed 3346.58 samples/sec Loss 3.2893 LearningRate 0.0600 Epoch: 4 Global Step: 75160 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:27,152-Speed 3338.19 samples/sec Loss 3.2613 LearningRate 0.0600 Epoch: 4 Global Step: 75170 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:10:30,229-Speed 3327.79 samples/sec Loss 3.2513 LearningRate 0.0600 Epoch: 4 Global Step: 75180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:33,330-Speed 3303.96 samples/sec Loss 3.2450 LearningRate 0.0600 Epoch: 4 Global Step: 75190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:36,393-Speed 3343.85 samples/sec Loss 3.2950 LearningRate 0.0600 Epoch: 4 Global Step: 75200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:39,460-Speed 3338.99 samples/sec Loss 3.2796 LearningRate 0.0600 Epoch: 4 Global Step: 75210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:42,554-Speed 3310.39 samples/sec Loss 3.3347 LearningRate 0.0600 Epoch: 4 Global Step: 75220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:45,679-Speed 3278.25 samples/sec Loss 3.2745 LearningRate 0.0600 Epoch: 4 Global Step: 75230 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:48,813-Speed 3267.78 samples/sec Loss 3.3048 LearningRate 0.0600 Epoch: 4 Global Step: 75240 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:51,874-Speed 3346.79 samples/sec Loss 3.2249 LearningRate 0.0600 Epoch: 4 Global Step: 75250 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:54,938-Speed 3343.14 samples/sec Loss 3.2074 LearningRate 0.0600 Epoch: 4 Global Step: 75260 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:10:58,002-Speed 3342.62 samples/sec Loss 3.2587 LearningRate 0.0600 Epoch: 4 Global Step: 75270 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:01,059-Speed 3350.16 samples/sec Loss 3.2645 LearningRate 0.0600 Epoch: 4 Global Step: 75280 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:04,121-Speed 3345.63 samples/sec Loss 3.2966 LearningRate 0.0600 Epoch: 4 Global Step: 75290 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:07,179-Speed 3349.66 samples/sec Loss 3.2630 LearningRate 0.0600 Epoch: 4 Global Step: 75300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:10,247-Speed 3338.28 samples/sec Loss 3.3139 LearningRate 0.0600 Epoch: 4 Global Step: 75310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:13,325-Speed 3327.47 samples/sec Loss 3.3060 LearningRate 0.0600 Epoch: 4 Global Step: 75320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:16,389-Speed 3342.91 samples/sec Loss 3.2732 LearningRate 0.0600 Epoch: 4 Global Step: 75330 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:19,516-Speed 3275.59 samples/sec Loss 3.2644 LearningRate 0.0600 Epoch: 4 Global Step: 75340 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:22,582-Speed 3339.87 samples/sec Loss 3.2716 LearningRate 0.0600 Epoch: 4 Global Step: 75350 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:25,704-Speed 3281.17 samples/sec Loss 3.2580 LearningRate 0.0599 Epoch: 4 Global Step: 75360 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:28,799-Speed 3309.07 samples/sec Loss 3.2681 LearningRate 0.0599 Epoch: 4 Global Step: 75370 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:31,926-Speed 3275.61 samples/sec Loss 3.2077 LearningRate 0.0599 Epoch: 4 Global Step: 75380 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:35,095-Speed 3231.93 samples/sec Loss 3.3112 LearningRate 0.0599 Epoch: 4 Global Step: 75390 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:11:38,182-Speed 3318.80 samples/sec Loss 3.2524 LearningRate 0.0599 Epoch: 4 Global Step: 75400 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:41,247-Speed 3341.59 samples/sec Loss 3.3394 LearningRate 0.0599 Epoch: 4 Global Step: 75410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:44,310-Speed 3344.14 samples/sec Loss 3.2422 LearningRate 0.0599 Epoch: 4 Global Step: 75420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:47,463-Speed 3248.48 samples/sec Loss 3.2939 LearningRate 0.0599 Epoch: 4 Global Step: 75430 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:50,544-Speed 3324.57 samples/sec Loss 3.3756 LearningRate 0.0599 Epoch: 4 Global Step: 75440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:53,615-Speed 3334.98 samples/sec Loss 3.3338 LearningRate 0.0599 Epoch: 4 Global Step: 75450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:56,686-Speed 3334.37 samples/sec Loss 3.3105 LearningRate 0.0599 Epoch: 4 Global Step: 75460 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:11:59,764-Speed 3328.34 samples/sec Loss 3.2991 LearningRate 0.0599 Epoch: 4 Global Step: 75470 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:02,841-Speed 3328.12 samples/sec Loss 3.2620 LearningRate 0.0599 Epoch: 4 Global Step: 75480 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:05,916-Speed 3330.85 samples/sec Loss 3.2387 LearningRate 0.0599 Epoch: 4 Global Step: 75490 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:08,987-Speed 3335.33 samples/sec Loss 3.2869 LearningRate 0.0599 Epoch: 4 Global Step: 75500 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:12,075-Speed 3316.86 samples/sec Loss 3.2685 LearningRate 0.0599 Epoch: 4 Global Step: 75510 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:15,166-Speed 3313.46 samples/sec Loss 3.2896 LearningRate 0.0599 Epoch: 4 Global Step: 75520 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:18,235-Speed 3337.91 samples/sec Loss 3.2659 LearningRate 0.0599 Epoch: 4 Global Step: 75530 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:21,287-Speed 3355.31 samples/sec Loss 3.2407 LearningRate 0.0599 Epoch: 4 Global Step: 75540 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:24,359-Speed 3334.95 samples/sec Loss 3.2772 LearningRate 0.0599 Epoch: 4 Global Step: 75550 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:27,430-Speed 3334.49 samples/sec Loss 3.3474 LearningRate 0.0599 Epoch: 4 Global Step: 75560 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:30,580-Speed 3251.52 samples/sec Loss 3.2219 LearningRate 0.0598 Epoch: 4 Global Step: 75570 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:33,654-Speed 3332.80 samples/sec Loss 3.2014 LearningRate 0.0598 Epoch: 4 Global Step: 75580 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:36,717-Speed 3343.56 samples/sec Loss 3.3363 LearningRate 0.0598 Epoch: 4 Global Step: 75590 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:39,778-Speed 3346.82 samples/sec Loss 3.2969 LearningRate 0.0598 Epoch: 4 Global Step: 75600 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:42,845-Speed 3338.54 samples/sec Loss 3.1868 LearningRate 0.0598 Epoch: 4 Global Step: 75610 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:45,933-Speed 3316.66 samples/sec Loss 3.2601 LearningRate 0.0598 Epoch: 4 Global Step: 75620 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:48,998-Speed 3341.98 samples/sec Loss 3.2089 LearningRate 0.0598 Epoch: 4 Global Step: 75630 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:12:52,095-Speed 3306.96 samples/sec Loss 3.2971 LearningRate 0.0598 Epoch: 4 Global Step: 75640 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:55,161-Speed 3340.64 samples/sec Loss 3.2461 LearningRate 0.0598 Epoch: 4 Global Step: 75650 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:12:58,238-Speed 3328.85 samples/sec Loss 3.2924 LearningRate 0.0598 Epoch: 4 Global Step: 75660 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:01,323-Speed 3321.14 samples/sec Loss 3.2569 LearningRate 0.0598 Epoch: 4 Global Step: 75670 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:04,397-Speed 3331.24 samples/sec Loss 3.2759 LearningRate 0.0598 Epoch: 4 Global Step: 75680 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:07,479-Speed 3323.84 samples/sec Loss 3.2279 LearningRate 0.0598 Epoch: 4 Global Step: 75690 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:10,553-Speed 3332.39 samples/sec Loss 3.3100 LearningRate 0.0598 Epoch: 4 Global Step: 75700 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:13,628-Speed 3330.45 samples/sec Loss 3.2774 LearningRate 0.0598 Epoch: 4 Global Step: 75710 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:16,696-Speed 3338.52 samples/sec Loss 3.2473 LearningRate 0.0598 Epoch: 4 Global Step: 75720 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:19,759-Speed 3343.41 samples/sec Loss 3.3029 LearningRate 0.0598 Epoch: 4 Global Step: 75730 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:22,871-Speed 3291.46 samples/sec Loss 3.2292 LearningRate 0.0598 Epoch: 4 Global Step: 75740 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:25,954-Speed 3322.41 samples/sec Loss 3.1526 LearningRate 0.0598 Epoch: 4 Global Step: 75750 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:29,024-Speed 3336.23 samples/sec Loss 3.2433 LearningRate 0.0598 Epoch: 4 Global Step: 75760 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:32,088-Speed 3342.83 samples/sec Loss 3.2825 LearningRate 0.0598 Epoch: 4 Global Step: 75770 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:35,214-Speed 3276.68 samples/sec Loss 3.3334 LearningRate 0.0598 Epoch: 4 Global Step: 75780 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:38,296-Speed 3323.43 samples/sec Loss 3.2691 LearningRate 0.0597 Epoch: 4 Global Step: 75790 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:41,362-Speed 3341.07 samples/sec Loss 3.2129 LearningRate 0.0597 Epoch: 4 Global Step: 75800 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:44,431-Speed 3337.45 samples/sec Loss 3.2149 LearningRate 0.0597 Epoch: 4 Global Step: 75810 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:47,629-Speed 3202.22 samples/sec Loss 3.1838 LearningRate 0.0597 Epoch: 4 Global Step: 75820 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:50,722-Speed 3312.16 samples/sec Loss 3.2559 LearningRate 0.0597 Epoch: 4 Global Step: 75830 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:53,801-Speed 3325.79 samples/sec Loss 3.2281 LearningRate 0.0597 Epoch: 4 Global Step: 75840 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:13:56,852-Speed 3357.47 samples/sec Loss 3.3639 LearningRate 0.0597 Epoch: 4 Global Step: 75850 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:13:59,965-Speed 3290.94 samples/sec Loss 3.2617 LearningRate 0.0597 Epoch: 4 Global Step: 75860 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:03,080-Speed 3287.38 samples/sec Loss 3.2163 LearningRate 0.0597 Epoch: 4 Global Step: 75870 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:06,157-Speed 3328.78 samples/sec Loss 3.2631 LearningRate 0.0597 Epoch: 4 Global Step: 75880 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:09,259-Speed 3302.11 samples/sec Loss 3.3439 LearningRate 0.0597 Epoch: 4 Global Step: 75890 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:12,355-Speed 3307.89 samples/sec Loss 3.2555 LearningRate 0.0597 Epoch: 4 Global Step: 75900 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:15,459-Speed 3299.60 samples/sec Loss 3.3017 LearningRate 0.0597 Epoch: 4 Global Step: 75910 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:18,547-Speed 3316.77 samples/sec Loss 3.3044 LearningRate 0.0597 Epoch: 4 Global Step: 75920 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:21,641-Speed 3310.54 samples/sec Loss 3.2009 LearningRate 0.0597 Epoch: 4 Global Step: 75930 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:24,744-Speed 3301.85 samples/sec Loss 3.2023 LearningRate 0.0597 Epoch: 4 Global Step: 75940 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:27,811-Speed 3339.16 samples/sec Loss 3.1838 LearningRate 0.0597 Epoch: 4 Global Step: 75950 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:30,883-Speed 3334.68 samples/sec Loss 3.2853 LearningRate 0.0597 Epoch: 4 Global Step: 75960 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:33,952-Speed 3336.31 samples/sec Loss 3.2354 LearningRate 0.0597 Epoch: 4 Global Step: 75970 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:37,020-Speed 3339.03 samples/sec Loss 3.2267 LearningRate 0.0597 Epoch: 4 Global Step: 75980 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:40,117-Speed 3306.95 samples/sec Loss 3.2938 LearningRate 0.0597 Epoch: 4 Global Step: 75990 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:14:43,197-Speed 3325.99 samples/sec Loss 3.2206 LearningRate 0.0596 Epoch: 4 Global Step: 76000 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:15:26,919-[lfw][76000]XNorm: 21.599380 Training: 2022-04-11 07:15:26,920-[lfw][76000]Accuracy-Flip: 0.99783+-0.00269 Training: 2022-04-11 07:15:26,920-[lfw][76000]Accuracy-Highest: 0.99817 Training: 2022-04-11 07:16:17,949-[cfp_fp][76000]XNorm: 20.631499 Training: 2022-04-11 07:16:17,950-[cfp_fp][76000]Accuracy-Flip: 0.98543+-0.00418 Training: 2022-04-11 07:16:17,951-[cfp_fp][76000]Accuracy-Highest: 0.98543 Training: 2022-04-11 07:17:01,867-[agedb_30][76000]XNorm: 21.886734 Training: 2022-04-11 07:17:01,867-[agedb_30][76000]Accuracy-Flip: 0.97950+-0.00792 Training: 2022-04-11 07:17:01,868-[agedb_30][76000]Accuracy-Highest: 0.98100 Training: 2022-04-11 07:17:04,944-Speed 72.24 samples/sec Loss 3.2302 LearningRate 0.0596 Epoch: 4 Global Step: 76010 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:07,988-Speed 3364.83 samples/sec Loss 3.2520 LearningRate 0.0596 Epoch: 4 Global Step: 76020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:11,043-Speed 3352.56 samples/sec Loss 3.2776 LearningRate 0.0596 Epoch: 4 Global Step: 76030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:14,091-Speed 3360.85 samples/sec Loss 3.2712 LearningRate 0.0596 Epoch: 4 Global Step: 76040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:17,133-Speed 3366.82 samples/sec Loss 3.3156 LearningRate 0.0596 Epoch: 4 Global Step: 76050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:20,262-Speed 3273.14 samples/sec Loss 3.2481 LearningRate 0.0596 Epoch: 4 Global Step: 76060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:23,315-Speed 3355.95 samples/sec Loss 3.2907 LearningRate 0.0596 Epoch: 4 Global Step: 76070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:26,377-Speed 3344.79 samples/sec Loss 3.2349 LearningRate 0.0596 Epoch: 4 Global Step: 76080 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:29,468-Speed 3313.19 samples/sec Loss 3.3225 LearningRate 0.0596 Epoch: 4 Global Step: 76090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:32,535-Speed 3339.65 samples/sec Loss 3.2715 LearningRate 0.0596 Epoch: 4 Global Step: 76100 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:17:35,580-Speed 3363.97 samples/sec Loss 3.3005 LearningRate 0.0596 Epoch: 4 Global Step: 76110 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:17:38,644-Speed 3342.82 samples/sec Loss 3.2881 LearningRate 0.0596 Epoch: 4 Global Step: 76120 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:17:41,882-Speed 3162.49 samples/sec Loss 3.3278 LearningRate 0.0596 Epoch: 4 Global Step: 76130 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:17:45,137-Speed 3147.01 samples/sec Loss 3.2344 LearningRate 0.0596 Epoch: 4 Global Step: 76140 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:17:48,248-Speed 3292.73 samples/sec Loss 3.3049 LearningRate 0.0596 Epoch: 4 Global Step: 76150 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:17:51,405-Speed 3244.31 samples/sec Loss 3.2394 LearningRate 0.0596 Epoch: 4 Global Step: 76160 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:17:54,599-Speed 3206.90 samples/sec Loss 3.2946 LearningRate 0.0596 Epoch: 4 Global Step: 76170 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:17:57,667-Speed 3338.42 samples/sec Loss 3.2772 LearningRate 0.0596 Epoch: 4 Global Step: 76180 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:18:00,764-Speed 3306.73 samples/sec Loss 3.3607 LearningRate 0.0596 Epoch: 4 Global Step: 76190 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:18:03,825-Speed 3345.86 samples/sec Loss 3.2530 LearningRate 0.0596 Epoch: 4 Global Step: 76200 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:18:06,926-Speed 3303.07 samples/sec Loss 3.2153 LearningRate 0.0596 Epoch: 4 Global Step: 76210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:09,989-Speed 3344.43 samples/sec Loss 3.2608 LearningRate 0.0595 Epoch: 4 Global Step: 76220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:13,095-Speed 3296.66 samples/sec Loss 3.2842 LearningRate 0.0595 Epoch: 4 Global Step: 76230 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:16,173-Speed 3329.06 samples/sec Loss 3.2396 LearningRate 0.0595 Epoch: 4 Global Step: 76240 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:19,235-Speed 3344.61 samples/sec Loss 3.2232 LearningRate 0.0595 Epoch: 4 Global Step: 76250 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:22,302-Speed 3339.02 samples/sec Loss 3.2526 LearningRate 0.0595 Epoch: 4 Global Step: 76260 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:25,373-Speed 3336.07 samples/sec Loss 3.2850 LearningRate 0.0595 Epoch: 4 Global Step: 76270 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:28,438-Speed 3341.10 samples/sec Loss 3.2547 LearningRate 0.0595 Epoch: 4 Global Step: 76280 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:31,503-Speed 3341.50 samples/sec Loss 3.1981 LearningRate 0.0595 Epoch: 4 Global Step: 76290 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:34,577-Speed 3331.63 samples/sec Loss 3.2366 LearningRate 0.0595 Epoch: 4 Global Step: 76300 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:37,676-Speed 3305.65 samples/sec Loss 3.1764 LearningRate 0.0595 Epoch: 4 Global Step: 76310 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:40,756-Speed 3324.87 samples/sec Loss 3.2355 LearningRate 0.0595 Epoch: 4 Global Step: 76320 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:43,872-Speed 3287.95 samples/sec Loss 3.2149 LearningRate 0.0595 Epoch: 4 Global Step: 76330 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:47,073-Speed 3200.08 samples/sec Loss 3.2840 LearningRate 0.0595 Epoch: 4 Global Step: 76340 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:50,156-Speed 3322.17 samples/sec Loss 3.2327 LearningRate 0.0595 Epoch: 4 Global Step: 76350 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:53,250-Speed 3310.01 samples/sec Loss 3.1939 LearningRate 0.0595 Epoch: 4 Global Step: 76360 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:18:56,313-Speed 3343.13 samples/sec Loss 3.2262 LearningRate 0.0595 Epoch: 4 Global Step: 76370 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:18:59,377-Speed 3343.51 samples/sec Loss 3.2317 LearningRate 0.0595 Epoch: 4 Global Step: 76380 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:02,443-Speed 3340.91 samples/sec Loss 3.1917 LearningRate 0.0595 Epoch: 4 Global Step: 76390 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:05,593-Speed 3250.63 samples/sec Loss 3.2348 LearningRate 0.0595 Epoch: 4 Global Step: 76400 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:08,649-Speed 3351.51 samples/sec Loss 3.1871 LearningRate 0.0595 Epoch: 4 Global Step: 76410 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:11,708-Speed 3349.32 samples/sec Loss 3.1822 LearningRate 0.0595 Epoch: 4 Global Step: 76420 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:14,770-Speed 3345.51 samples/sec Loss 3.2592 LearningRate 0.0595 Epoch: 4 Global Step: 76430 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:17,829-Speed 3348.25 samples/sec Loss 3.2685 LearningRate 0.0594 Epoch: 4 Global Step: 76440 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:20,897-Speed 3338.40 samples/sec Loss 3.2121 LearningRate 0.0594 Epoch: 4 Global Step: 76450 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:23,984-Speed 3317.45 samples/sec Loss 3.2773 LearningRate 0.0594 Epoch: 4 Global Step: 76460 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:19:27,072-Speed 3317.19 samples/sec Loss 3.2674 LearningRate 0.0594 Epoch: 4 Global Step: 76470 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:30,256-Speed 3216.99 samples/sec Loss 3.3160 LearningRate 0.0594 Epoch: 4 Global Step: 76480 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:33,367-Speed 3291.87 samples/sec Loss 3.2970 LearningRate 0.0594 Epoch: 4 Global Step: 76490 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:36,496-Speed 3273.17 samples/sec Loss 3.2645 LearningRate 0.0594 Epoch: 4 Global Step: 76500 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:39,569-Speed 3333.62 samples/sec Loss 3.2549 LearningRate 0.0594 Epoch: 4 Global Step: 76510 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:42,678-Speed 3294.59 samples/sec Loss 3.2600 LearningRate 0.0594 Epoch: 4 Global Step: 76520 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:45,772-Speed 3310.19 samples/sec Loss 3.2634 LearningRate 0.0594 Epoch: 4 Global Step: 76530 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:48,849-Speed 3329.03 samples/sec Loss 3.2014 LearningRate 0.0594 Epoch: 4 Global Step: 76540 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:51,911-Speed 3344.49 samples/sec Loss 3.2403 LearningRate 0.0594 Epoch: 4 Global Step: 76550 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:55,030-Speed 3283.76 samples/sec Loss 3.2481 LearningRate 0.0594 Epoch: 4 Global Step: 76560 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:19:58,098-Speed 3338.99 samples/sec Loss 3.2899 LearningRate 0.0594 Epoch: 4 Global Step: 76570 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:01,162-Speed 3343.15 samples/sec Loss 3.2258 LearningRate 0.0594 Epoch: 4 Global Step: 76580 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:04,249-Speed 3316.94 samples/sec Loss 3.2708 LearningRate 0.0594 Epoch: 4 Global Step: 76590 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:07,325-Speed 3330.00 samples/sec Loss 3.2338 LearningRate 0.0594 Epoch: 4 Global Step: 76600 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:10,384-Speed 3349.32 samples/sec Loss 3.3041 LearningRate 0.0594 Epoch: 4 Global Step: 76610 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:13,457-Speed 3332.19 samples/sec Loss 3.2804 LearningRate 0.0594 Epoch: 4 Global Step: 76620 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:16,543-Speed 3319.80 samples/sec Loss 3.1816 LearningRate 0.0594 Epoch: 4 Global Step: 76630 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:19,614-Speed 3334.38 samples/sec Loss 3.2905 LearningRate 0.0594 Epoch: 4 Global Step: 76640 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:22,673-Speed 3348.88 samples/sec Loss 3.1620 LearningRate 0.0593 Epoch: 4 Global Step: 76650 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:25,731-Speed 3349.23 samples/sec Loss 3.1964 LearningRate 0.0593 Epoch: 4 Global Step: 76660 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:28,793-Speed 3344.25 samples/sec Loss 3.2503 LearningRate 0.0593 Epoch: 4 Global Step: 76670 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:31,866-Speed 3333.84 samples/sec Loss 3.2632 LearningRate 0.0593 Epoch: 4 Global Step: 76680 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:34,931-Speed 3341.34 samples/sec Loss 3.2171 LearningRate 0.0593 Epoch: 4 Global Step: 76690 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:38,003-Speed 3334.71 samples/sec Loss 3.1809 LearningRate 0.0593 Epoch: 4 Global Step: 76700 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:20:41,064-Speed 3345.51 samples/sec Loss 3.2604 LearningRate 0.0593 Epoch: 4 Global Step: 76710 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:44,140-Speed 3330.15 samples/sec Loss 3.2016 LearningRate 0.0593 Epoch: 4 Global Step: 76720 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:47,216-Speed 3329.47 samples/sec Loss 3.2005 LearningRate 0.0593 Epoch: 4 Global Step: 76730 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:50,339-Speed 3279.24 samples/sec Loss 3.2611 LearningRate 0.0593 Epoch: 4 Global Step: 76740 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:53,407-Speed 3338.47 samples/sec Loss 3.2479 LearningRate 0.0593 Epoch: 4 Global Step: 76750 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:56,484-Speed 3329.44 samples/sec Loss 3.2236 LearningRate 0.0593 Epoch: 4 Global Step: 76760 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:20:59,555-Speed 3335.08 samples/sec Loss 3.2317 LearningRate 0.0593 Epoch: 4 Global Step: 76770 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:02,622-Speed 3339.86 samples/sec Loss 3.1842 LearningRate 0.0593 Epoch: 4 Global Step: 76780 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:05,694-Speed 3334.07 samples/sec Loss 3.3470 LearningRate 0.0593 Epoch: 4 Global Step: 76790 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:08,791-Speed 3306.83 samples/sec Loss 3.2366 LearningRate 0.0593 Epoch: 4 Global Step: 76800 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:11,871-Speed 3325.70 samples/sec Loss 3.3097 LearningRate 0.0593 Epoch: 4 Global Step: 76810 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:14,943-Speed 3334.14 samples/sec Loss 3.3166 LearningRate 0.0593 Epoch: 4 Global Step: 76820 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:18,042-Speed 3304.89 samples/sec Loss 3.1501 LearningRate 0.0593 Epoch: 4 Global Step: 76830 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:21,120-Speed 3328.78 samples/sec Loss 3.3270 LearningRate 0.0593 Epoch: 4 Global Step: 76840 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:24,188-Speed 3337.82 samples/sec Loss 3.1989 LearningRate 0.0593 Epoch: 4 Global Step: 76850 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:27,336-Speed 3254.03 samples/sec Loss 3.2937 LearningRate 0.0593 Epoch: 4 Global Step: 76860 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:30,436-Speed 3303.84 samples/sec Loss 3.1993 LearningRate 0.0592 Epoch: 4 Global Step: 76870 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:33,649-Speed 3188.59 samples/sec Loss 3.3335 LearningRate 0.0592 Epoch: 4 Global Step: 76880 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:36,722-Speed 3332.11 samples/sec Loss 3.2970 LearningRate 0.0592 Epoch: 4 Global Step: 76890 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:39,787-Speed 3342.34 samples/sec Loss 3.3309 LearningRate 0.0592 Epoch: 4 Global Step: 76900 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:42,877-Speed 3313.77 samples/sec Loss 3.2125 LearningRate 0.0592 Epoch: 4 Global Step: 76910 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:21:45,939-Speed 3344.77 samples/sec Loss 3.2289 LearningRate 0.0592 Epoch: 4 Global Step: 76920 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:49,013-Speed 3333.34 samples/sec Loss 3.2459 LearningRate 0.0592 Epoch: 4 Global Step: 76930 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:52,106-Speed 3310.64 samples/sec Loss 3.2890 LearningRate 0.0592 Epoch: 4 Global Step: 76940 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:55,167-Speed 3346.35 samples/sec Loss 3.2073 LearningRate 0.0592 Epoch: 4 Global Step: 76950 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:21:58,235-Speed 3339.51 samples/sec Loss 3.2350 LearningRate 0.0592 Epoch: 4 Global Step: 76960 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:01,307-Speed 3333.57 samples/sec Loss 3.2564 LearningRate 0.0592 Epoch: 4 Global Step: 76970 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:04,382-Speed 3330.66 samples/sec Loss 3.2878 LearningRate 0.0592 Epoch: 4 Global Step: 76980 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:07,464-Speed 3324.00 samples/sec Loss 3.3160 LearningRate 0.0592 Epoch: 4 Global Step: 76990 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:10,562-Speed 3306.27 samples/sec Loss 3.2531 LearningRate 0.0592 Epoch: 4 Global Step: 77000 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:13,629-Speed 3338.87 samples/sec Loss 3.1809 LearningRate 0.0592 Epoch: 4 Global Step: 77010 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:16,699-Speed 3336.19 samples/sec Loss 3.2464 LearningRate 0.0592 Epoch: 4 Global Step: 77020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:19,865-Speed 3235.38 samples/sec Loss 3.2955 LearningRate 0.0592 Epoch: 4 Global Step: 77030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:22,942-Speed 3329.35 samples/sec Loss 3.2657 LearningRate 0.0592 Epoch: 4 Global Step: 77040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:26,014-Speed 3333.37 samples/sec Loss 3.2726 LearningRate 0.0592 Epoch: 4 Global Step: 77050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:29,094-Speed 3326.10 samples/sec Loss 3.2137 LearningRate 0.0592 Epoch: 4 Global Step: 77060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:32,162-Speed 3338.32 samples/sec Loss 3.2162 LearningRate 0.0592 Epoch: 4 Global Step: 77070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:35,226-Speed 3343.23 samples/sec Loss 3.2043 LearningRate 0.0592 Epoch: 4 Global Step: 77080 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:38,289-Speed 3343.86 samples/sec Loss 3.2977 LearningRate 0.0591 Epoch: 4 Global Step: 77090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:41,388-Speed 3304.84 samples/sec Loss 3.3095 LearningRate 0.0591 Epoch: 4 Global Step: 77100 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:44,488-Speed 3303.80 samples/sec Loss 3.1657 LearningRate 0.0591 Epoch: 4 Global Step: 77110 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:47,631-Speed 3259.66 samples/sec Loss 3.2400 LearningRate 0.0591 Epoch: 4 Global Step: 77120 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:22:50,689-Speed 3349.20 samples/sec Loss 3.2007 LearningRate 0.0591 Epoch: 4 Global Step: 77130 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:53,762-Speed 3332.95 samples/sec Loss 3.2696 LearningRate 0.0591 Epoch: 4 Global Step: 77140 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:22:56,916-Speed 3247.64 samples/sec Loss 3.2719 LearningRate 0.0591 Epoch: 4 Global Step: 77150 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:00,049-Speed 3269.53 samples/sec Loss 3.1957 LearningRate 0.0591 Epoch: 4 Global Step: 77160 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:03,126-Speed 3328.39 samples/sec Loss 3.2713 LearningRate 0.0591 Epoch: 4 Global Step: 77170 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:06,190-Speed 3342.20 samples/sec Loss 3.2871 LearningRate 0.0591 Epoch: 4 Global Step: 77180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:09,261-Speed 3335.55 samples/sec Loss 3.2858 LearningRate 0.0591 Epoch: 4 Global Step: 77190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:12,339-Speed 3327.71 samples/sec Loss 3.2782 LearningRate 0.0591 Epoch: 4 Global Step: 77200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:15,447-Speed 3295.38 samples/sec Loss 3.2311 LearningRate 0.0591 Epoch: 4 Global Step: 77210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:18,529-Speed 3323.55 samples/sec Loss 3.2782 LearningRate 0.0591 Epoch: 4 Global Step: 77220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:21,613-Speed 3320.95 samples/sec Loss 3.2901 LearningRate 0.0591 Epoch: 4 Global Step: 77230 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:24,710-Speed 3307.82 samples/sec Loss 3.2758 LearningRate 0.0591 Epoch: 4 Global Step: 77240 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:27,787-Speed 3328.28 samples/sec Loss 3.2258 LearningRate 0.0591 Epoch: 4 Global Step: 77250 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:23:30,875-Speed 3317.12 samples/sec Loss 3.3231 LearningRate 0.0591 Epoch: 4 Global Step: 77260 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:33,979-Speed 3299.48 samples/sec Loss 3.2122 LearningRate 0.0591 Epoch: 4 Global Step: 77270 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:37,078-Speed 3305.54 samples/sec Loss 3.2647 LearningRate 0.0591 Epoch: 4 Global Step: 77280 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:40,252-Speed 3226.93 samples/sec Loss 3.1911 LearningRate 0.0591 Epoch: 4 Global Step: 77290 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:43,342-Speed 3314.89 samples/sec Loss 3.2655 LearningRate 0.0590 Epoch: 4 Global Step: 77300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:46,438-Speed 3307.69 samples/sec Loss 3.2373 LearningRate 0.0590 Epoch: 4 Global Step: 77310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:49,525-Speed 3318.37 samples/sec Loss 3.3342 LearningRate 0.0590 Epoch: 4 Global Step: 77320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:52,651-Speed 3276.58 samples/sec Loss 3.2882 LearningRate 0.0590 Epoch: 4 Global Step: 77330 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:55,742-Speed 3313.50 samples/sec Loss 3.2236 LearningRate 0.0590 Epoch: 4 Global Step: 77340 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:23:58,806-Speed 3343.45 samples/sec Loss 3.2733 LearningRate 0.0590 Epoch: 4 Global Step: 77350 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:01,883-Speed 3328.95 samples/sec Loss 3.2432 LearningRate 0.0590 Epoch: 4 Global Step: 77360 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:04,948-Speed 3341.39 samples/sec Loss 3.2339 LearningRate 0.0590 Epoch: 4 Global Step: 77370 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:08,013-Speed 3342.23 samples/sec Loss 3.1190 LearningRate 0.0590 Epoch: 4 Global Step: 77380 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:11,128-Speed 3287.43 samples/sec Loss 3.2257 LearningRate 0.0590 Epoch: 4 Global Step: 77390 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:14,196-Speed 3339.19 samples/sec Loss 3.2423 LearningRate 0.0590 Epoch: 4 Global Step: 77400 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:17,268-Speed 3333.35 samples/sec Loss 3.1888 LearningRate 0.0590 Epoch: 4 Global Step: 77410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:20,343-Speed 3331.71 samples/sec Loss 3.1720 LearningRate 0.0590 Epoch: 4 Global Step: 77420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:23,415-Speed 3333.82 samples/sec Loss 3.2283 LearningRate 0.0590 Epoch: 4 Global Step: 77430 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:26,481-Speed 3341.26 samples/sec Loss 3.2210 LearningRate 0.0590 Epoch: 4 Global Step: 77440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:29,558-Speed 3328.40 samples/sec Loss 3.2658 LearningRate 0.0590 Epoch: 4 Global Step: 77450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:24:32,621-Speed 3343.35 samples/sec Loss 3.2975 LearningRate 0.0590 Epoch: 4 Global Step: 77460 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:35,692-Speed 3335.29 samples/sec Loss 3.3051 LearningRate 0.0590 Epoch: 4 Global Step: 77470 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:38,758-Speed 3341.02 samples/sec Loss 3.2475 LearningRate 0.0590 Epoch: 4 Global Step: 77480 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:41,837-Speed 3326.46 samples/sec Loss 3.2177 LearningRate 0.0590 Epoch: 4 Global Step: 77490 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:44,902-Speed 3341.80 samples/sec Loss 3.1943 LearningRate 0.0590 Epoch: 4 Global Step: 77500 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:48,017-Speed 3287.82 samples/sec Loss 3.2486 LearningRate 0.0590 Epoch: 4 Global Step: 77510 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:51,079-Speed 3345.40 samples/sec Loss 3.2842 LearningRate 0.0589 Epoch: 4 Global Step: 77520 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:54,139-Speed 3347.32 samples/sec Loss 3.2901 LearningRate 0.0589 Epoch: 4 Global Step: 77530 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:24:57,245-Speed 3297.76 samples/sec Loss 3.3368 LearningRate 0.0589 Epoch: 4 Global Step: 77540 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:25:00,309-Speed 3342.88 samples/sec Loss 3.3630 LearningRate 0.0589 Epoch: 4 Global Step: 77550 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:25:03,376-Speed 3339.48 samples/sec Loss 3.2465 LearningRate 0.0589 Epoch: 4 Global Step: 77560 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:06,448-Speed 3333.97 samples/sec Loss 3.1896 LearningRate 0.0589 Epoch: 4 Global Step: 77570 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:09,515-Speed 3340.15 samples/sec Loss 3.2200 LearningRate 0.0589 Epoch: 4 Global Step: 77580 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:12,575-Speed 3346.28 samples/sec Loss 3.2701 LearningRate 0.0589 Epoch: 4 Global Step: 77590 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:15,647-Speed 3334.97 samples/sec Loss 3.2180 LearningRate 0.0589 Epoch: 4 Global Step: 77600 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:18,711-Speed 3342.42 samples/sec Loss 3.2500 LearningRate 0.0589 Epoch: 4 Global Step: 77610 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:21,778-Speed 3339.61 samples/sec Loss 3.3152 LearningRate 0.0589 Epoch: 4 Global Step: 77620 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:24,848-Speed 3336.77 samples/sec Loss 3.2376 LearningRate 0.0589 Epoch: 4 Global Step: 77630 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:27,911-Speed 3344.25 samples/sec Loss 3.2157 LearningRate 0.0589 Epoch: 4 Global Step: 77640 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:30,978-Speed 3338.98 samples/sec Loss 3.2051 LearningRate 0.0589 Epoch: 4 Global Step: 77650 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:34,056-Speed 3326.87 samples/sec Loss 3.2417 LearningRate 0.0589 Epoch: 4 Global Step: 77660 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:37,127-Speed 3336.09 samples/sec Loss 3.2158 LearningRate 0.0589 Epoch: 4 Global Step: 77670 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:40,204-Speed 3328.49 samples/sec Loss 3.2678 LearningRate 0.0589 Epoch: 4 Global Step: 77680 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:43,283-Speed 3326.00 samples/sec Loss 3.1993 LearningRate 0.0589 Epoch: 4 Global Step: 77690 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:25:46,382-Speed 3306.11 samples/sec Loss 3.2003 LearningRate 0.0589 Epoch: 4 Global Step: 77700 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:25:49,521-Speed 3262.42 samples/sec Loss 3.1605 LearningRate 0.0589 Epoch: 4 Global Step: 77710 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:25:52,627-Speed 3298.04 samples/sec Loss 3.1907 LearningRate 0.0589 Epoch: 4 Global Step: 77720 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:25:55,688-Speed 3346.46 samples/sec Loss 3.2113 LearningRate 0.0589 Epoch: 4 Global Step: 77730 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:25:58,753-Speed 3341.00 samples/sec Loss 3.1818 LearningRate 0.0588 Epoch: 4 Global Step: 77740 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:26:01,851-Speed 3306.60 samples/sec Loss 3.2340 LearningRate 0.0588 Epoch: 4 Global Step: 77750 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:26:05,081-Speed 3170.33 samples/sec Loss 3.2820 LearningRate 0.0588 Epoch: 4 Global Step: 77760 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:26:08,157-Speed 3329.70 samples/sec Loss 3.2422 LearningRate 0.0588 Epoch: 4 Global Step: 77770 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:26:11,218-Speed 3346.85 samples/sec Loss 3.2596 LearningRate 0.0588 Epoch: 4 Global Step: 77780 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:26:14,286-Speed 3339.03 samples/sec Loss 3.2392 LearningRate 0.0588 Epoch: 4 Global Step: 77790 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:26:17,354-Speed 3337.67 samples/sec Loss 3.2027 LearningRate 0.0588 Epoch: 4 Global Step: 77800 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:20,425-Speed 3335.89 samples/sec Loss 3.2520 LearningRate 0.0588 Epoch: 4 Global Step: 77810 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:23,499-Speed 3331.55 samples/sec Loss 3.2256 LearningRate 0.0588 Epoch: 4 Global Step: 77820 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:26,652-Speed 3248.94 samples/sec Loss 3.2117 LearningRate 0.0588 Epoch: 4 Global Step: 77830 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:29,731-Speed 3326.19 samples/sec Loss 3.2585 LearningRate 0.0588 Epoch: 4 Global Step: 77840 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:32,816-Speed 3319.83 samples/sec Loss 3.2440 LearningRate 0.0588 Epoch: 4 Global Step: 77850 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:35,905-Speed 3315.92 samples/sec Loss 3.2281 LearningRate 0.0588 Epoch: 4 Global Step: 77860 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:38,966-Speed 3346.48 samples/sec Loss 3.1888 LearningRate 0.0588 Epoch: 4 Global Step: 77870 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:42,032-Speed 3340.97 samples/sec Loss 3.1877 LearningRate 0.0588 Epoch: 4 Global Step: 77880 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:45,096-Speed 3342.40 samples/sec Loss 3.2299 LearningRate 0.0588 Epoch: 4 Global Step: 77890 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:26:48,178-Speed 3323.28 samples/sec Loss 3.2132 LearningRate 0.0588 Epoch: 4 Global Step: 77900 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:26:51,247-Speed 3337.24 samples/sec Loss 3.2258 LearningRate 0.0588 Epoch: 4 Global Step: 77910 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:26:54,315-Speed 3338.42 samples/sec Loss 3.2736 LearningRate 0.0588 Epoch: 4 Global Step: 77920 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:26:57,394-Speed 3327.22 samples/sec Loss 3.2450 LearningRate 0.0588 Epoch: 4 Global Step: 77930 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:27:00,492-Speed 3305.95 samples/sec Loss 3.2222 LearningRate 0.0588 Epoch: 4 Global Step: 77940 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:27:03,571-Speed 3326.77 samples/sec Loss 3.2590 LearningRate 0.0588 Epoch: 4 Global Step: 77950 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:27:06,672-Speed 3302.49 samples/sec Loss 3.2192 LearningRate 0.0587 Epoch: 4 Global Step: 77960 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:27:09,739-Speed 3339.52 samples/sec Loss 3.2743 LearningRate 0.0587 Epoch: 4 Global Step: 77970 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:27:12,860-Speed 3282.08 samples/sec Loss 3.2159 LearningRate 0.0587 Epoch: 4 Global Step: 77980 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:27:16,049-Speed 3211.47 samples/sec Loss 3.2232 LearningRate 0.0587 Epoch: 4 Global Step: 77990 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:27:19,159-Speed 3293.56 samples/sec Loss 3.2361 LearningRate 0.0587 Epoch: 4 Global Step: 78000 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:28:03,856-[lfw][78000]XNorm: 21.648035 Training: 2022-04-11 07:28:03,857-[lfw][78000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-11 07:28:03,857-[lfw][78000]Accuracy-Highest: 0.99817 Training: 2022-04-11 07:28:55,469-[cfp_fp][78000]XNorm: 20.130088 Training: 2022-04-11 07:28:55,470-[cfp_fp][78000]Accuracy-Flip: 0.98529+-0.00438 Training: 2022-04-11 07:28:55,470-[cfp_fp][78000]Accuracy-Highest: 0.98543 Training: 2022-04-11 07:29:39,793-[agedb_30][78000]XNorm: 21.563187 Training: 2022-04-11 07:29:39,794-[agedb_30][78000]Accuracy-Flip: 0.98117+-0.00654 Training: 2022-04-11 07:29:39,795-[agedb_30][78000]Accuracy-Highest: 0.98117 Training: 2022-04-11 07:29:42,925-Speed 71.23 samples/sec Loss 3.2044 LearningRate 0.0587 Epoch: 4 Global Step: 78010 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:29:45,990-Speed 3341.52 samples/sec Loss 3.2842 LearningRate 0.0587 Epoch: 4 Global Step: 78020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:29:49,041-Speed 3356.50 samples/sec Loss 3.1918 LearningRate 0.0587 Epoch: 4 Global Step: 78030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:29:52,105-Speed 3343.66 samples/sec Loss 3.2404 LearningRate 0.0587 Epoch: 4 Global Step: 78040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:29:55,173-Speed 3338.42 samples/sec Loss 3.2616 LearningRate 0.0587 Epoch: 4 Global Step: 78050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:29:58,245-Speed 3333.68 samples/sec Loss 3.2635 LearningRate 0.0587 Epoch: 4 Global Step: 78060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:01,340-Speed 3309.73 samples/sec Loss 3.1651 LearningRate 0.0587 Epoch: 4 Global Step: 78070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:04,414-Speed 3331.51 samples/sec Loss 3.1832 LearningRate 0.0587 Epoch: 4 Global Step: 78080 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:07,492-Speed 3327.51 samples/sec Loss 3.1293 LearningRate 0.0587 Epoch: 4 Global Step: 78090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:10,594-Speed 3302.96 samples/sec Loss 3.1738 LearningRate 0.0587 Epoch: 4 Global Step: 78100 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:13,709-Speed 3287.63 samples/sec Loss 3.4124 LearningRate 0.0587 Epoch: 4 Global Step: 78110 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:16,875-Speed 3235.35 samples/sec Loss 3.2528 LearningRate 0.0587 Epoch: 4 Global Step: 78120 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:19,945-Speed 3336.54 samples/sec Loss 3.3625 LearningRate 0.0587 Epoch: 4 Global Step: 78130 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:23,011-Speed 3340.63 samples/sec Loss 3.2329 LearningRate 0.0587 Epoch: 4 Global Step: 78140 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:26,099-Speed 3316.98 samples/sec Loss 3.2676 LearningRate 0.0587 Epoch: 4 Global Step: 78150 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:29,161-Speed 3344.44 samples/sec Loss 3.2618 LearningRate 0.0587 Epoch: 4 Global Step: 78160 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:32,232-Speed 3335.27 samples/sec Loss 3.2519 LearningRate 0.0586 Epoch: 4 Global Step: 78170 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:35,297-Speed 3341.11 samples/sec Loss 3.2689 LearningRate 0.0586 Epoch: 4 Global Step: 78180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:38,418-Speed 3282.38 samples/sec Loss 3.1999 LearningRate 0.0586 Epoch: 4 Global Step: 78190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:41,489-Speed 3335.13 samples/sec Loss 3.2740 LearningRate 0.0586 Epoch: 4 Global Step: 78200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:44,623-Speed 3268.09 samples/sec Loss 3.2171 LearningRate 0.0586 Epoch: 4 Global Step: 78210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:47,746-Speed 3279.30 samples/sec Loss 3.2293 LearningRate 0.0586 Epoch: 4 Global Step: 78220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:50,956-Speed 3191.76 samples/sec Loss 3.2310 LearningRate 0.0586 Epoch: 4 Global Step: 78230 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:54,095-Speed 3262.04 samples/sec Loss 3.2160 LearningRate 0.0586 Epoch: 4 Global Step: 78240 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:30:57,177-Speed 3323.93 samples/sec Loss 3.2631 LearningRate 0.0586 Epoch: 4 Global Step: 78250 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:00,307-Speed 3271.94 samples/sec Loss 3.2625 LearningRate 0.0586 Epoch: 4 Global Step: 78260 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:03,365-Speed 3348.92 samples/sec Loss 3.2052 LearningRate 0.0586 Epoch: 4 Global Step: 78270 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:06,433-Speed 3338.45 samples/sec Loss 3.1683 LearningRate 0.0586 Epoch: 4 Global Step: 78280 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:09,494-Speed 3346.35 samples/sec Loss 3.2052 LearningRate 0.0586 Epoch: 4 Global Step: 78290 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:12,593-Speed 3304.80 samples/sec Loss 3.2976 LearningRate 0.0586 Epoch: 4 Global Step: 78300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:15,760-Speed 3234.72 samples/sec Loss 3.2555 LearningRate 0.0586 Epoch: 4 Global Step: 78310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:18,895-Speed 3267.56 samples/sec Loss 3.2089 LearningRate 0.0586 Epoch: 4 Global Step: 78320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:21,986-Speed 3313.00 samples/sec Loss 3.2191 LearningRate 0.0586 Epoch: 4 Global Step: 78330 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:25,151-Speed 3236.43 samples/sec Loss 3.1576 LearningRate 0.0586 Epoch: 4 Global Step: 78340 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:28,227-Speed 3329.38 samples/sec Loss 3.2464 LearningRate 0.0586 Epoch: 4 Global Step: 78350 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:31,426-Speed 3201.68 samples/sec Loss 3.2149 LearningRate 0.0586 Epoch: 4 Global Step: 78360 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:31:34,529-Speed 3301.35 samples/sec Loss 3.2220 LearningRate 0.0586 Epoch: 4 Global Step: 78370 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:37,685-Speed 3244.52 samples/sec Loss 3.3087 LearningRate 0.0586 Epoch: 4 Global Step: 78380 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:40,841-Speed 3245.70 samples/sec Loss 3.2651 LearningRate 0.0585 Epoch: 4 Global Step: 78390 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:43,942-Speed 3303.74 samples/sec Loss 3.1623 LearningRate 0.0585 Epoch: 4 Global Step: 78400 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:47,046-Speed 3299.81 samples/sec Loss 3.0930 LearningRate 0.0585 Epoch: 4 Global Step: 78410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:50,175-Speed 3272.51 samples/sec Loss 3.2163 LearningRate 0.0585 Epoch: 4 Global Step: 78420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:53,239-Speed 3343.29 samples/sec Loss 3.2195 LearningRate 0.0585 Epoch: 4 Global Step: 78430 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:56,346-Speed 3296.08 samples/sec Loss 3.2460 LearningRate 0.0585 Epoch: 4 Global Step: 78440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:31:59,426-Speed 3325.90 samples/sec Loss 3.2281 LearningRate 0.0585 Epoch: 4 Global Step: 78450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:02,493-Speed 3338.98 samples/sec Loss 3.3063 LearningRate 0.0585 Epoch: 4 Global Step: 78460 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:05,601-Speed 3295.65 samples/sec Loss 3.1394 LearningRate 0.0585 Epoch: 4 Global Step: 78470 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:32:08,675-Speed 3331.93 samples/sec Loss 3.1767 LearningRate 0.0585 Epoch: 4 Global Step: 78480 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:11,739-Speed 3343.77 samples/sec Loss 3.2641 LearningRate 0.0585 Epoch: 4 Global Step: 78490 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:14,803-Speed 3342.54 samples/sec Loss 3.3086 LearningRate 0.0585 Epoch: 4 Global Step: 78500 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:17,865-Speed 3345.05 samples/sec Loss 3.2576 LearningRate 0.0585 Epoch: 4 Global Step: 78510 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:20,948-Speed 3321.95 samples/sec Loss 3.2202 LearningRate 0.0585 Epoch: 4 Global Step: 78520 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:24,029-Speed 3324.12 samples/sec Loss 3.3220 LearningRate 0.0585 Epoch: 4 Global Step: 78530 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:27,091-Speed 3344.83 samples/sec Loss 3.1959 LearningRate 0.0585 Epoch: 4 Global Step: 78540 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:30,238-Speed 3254.65 samples/sec Loss 3.2139 LearningRate 0.0585 Epoch: 4 Global Step: 78550 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:33,308-Speed 3336.70 samples/sec Loss 3.1586 LearningRate 0.0585 Epoch: 4 Global Step: 78560 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:36,411-Speed 3300.80 samples/sec Loss 3.2539 LearningRate 0.0585 Epoch: 4 Global Step: 78570 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:39,531-Speed 3283.05 samples/sec Loss 3.3388 LearningRate 0.0585 Epoch: 4 Global Step: 78580 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:42,593-Speed 3345.50 samples/sec Loss 3.2899 LearningRate 0.0585 Epoch: 4 Global Step: 78590 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:45,657-Speed 3341.94 samples/sec Loss 3.2167 LearningRate 0.0585 Epoch: 4 Global Step: 78600 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:48,724-Speed 3340.43 samples/sec Loss 3.1979 LearningRate 0.0584 Epoch: 4 Global Step: 78610 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:51,786-Speed 3343.89 samples/sec Loss 3.1842 LearningRate 0.0584 Epoch: 4 Global Step: 78620 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:54,867-Speed 3324.58 samples/sec Loss 3.2602 LearningRate 0.0584 Epoch: 4 Global Step: 78630 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:32:57,972-Speed 3299.05 samples/sec Loss 3.2187 LearningRate 0.0584 Epoch: 4 Global Step: 78640 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:01,081-Speed 3294.68 samples/sec Loss 3.3325 LearningRate 0.0584 Epoch: 4 Global Step: 78650 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:04,167-Speed 3318.35 samples/sec Loss 3.2329 LearningRate 0.0584 Epoch: 4 Global Step: 78660 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:07,308-Speed 3261.24 samples/sec Loss 3.2261 LearningRate 0.0584 Epoch: 4 Global Step: 78670 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:10,396-Speed 3316.92 samples/sec Loss 3.1613 LearningRate 0.0584 Epoch: 4 Global Step: 78680 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:33:13,540-Speed 3258.68 samples/sec Loss 3.2216 LearningRate 0.0584 Epoch: 4 Global Step: 78690 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:33:16,617-Speed 3328.46 samples/sec Loss 3.2093 LearningRate 0.0584 Epoch: 4 Global Step: 78700 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:19,685-Speed 3337.60 samples/sec Loss 3.1420 LearningRate 0.0584 Epoch: 4 Global Step: 78710 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:22,756-Speed 3335.00 samples/sec Loss 3.2433 LearningRate 0.0584 Epoch: 4 Global Step: 78720 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:25,829-Speed 3333.52 samples/sec Loss 3.3027 LearningRate 0.0584 Epoch: 4 Global Step: 78730 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:28,897-Speed 3338.04 samples/sec Loss 3.2371 LearningRate 0.0584 Epoch: 4 Global Step: 78740 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:31,969-Speed 3333.97 samples/sec Loss 3.1920 LearningRate 0.0584 Epoch: 4 Global Step: 78750 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:35,071-Speed 3302.21 samples/sec Loss 3.1809 LearningRate 0.0584 Epoch: 4 Global Step: 78760 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:38,207-Speed 3266.11 samples/sec Loss 3.2304 LearningRate 0.0584 Epoch: 4 Global Step: 78770 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:41,294-Speed 3317.78 samples/sec Loss 3.2651 LearningRate 0.0584 Epoch: 4 Global Step: 78780 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:44,387-Speed 3312.26 samples/sec Loss 3.1908 LearningRate 0.0584 Epoch: 4 Global Step: 78790 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:47,453-Speed 3340.22 samples/sec Loss 3.1756 LearningRate 0.0584 Epoch: 4 Global Step: 78800 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:33:50,533-Speed 3326.28 samples/sec Loss 3.2469 LearningRate 0.0584 Epoch: 4 Global Step: 78810 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:53,633-Speed 3302.94 samples/sec Loss 3.2583 LearningRate 0.0584 Epoch: 4 Global Step: 78820 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:56,708-Speed 3331.20 samples/sec Loss 3.1724 LearningRate 0.0583 Epoch: 4 Global Step: 78830 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:33:59,784-Speed 3330.31 samples/sec Loss 3.1183 LearningRate 0.0583 Epoch: 4 Global Step: 78840 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:02,870-Speed 3319.39 samples/sec Loss 3.2767 LearningRate 0.0583 Epoch: 4 Global Step: 78850 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:05,928-Speed 3348.99 samples/sec Loss 3.1773 LearningRate 0.0583 Epoch: 4 Global Step: 78860 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:08,995-Speed 3339.42 samples/sec Loss 3.2781 LearningRate 0.0583 Epoch: 4 Global Step: 78870 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:12,082-Speed 3317.58 samples/sec Loss 3.3435 LearningRate 0.0583 Epoch: 4 Global Step: 78880 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:15,167-Speed 3320.44 samples/sec Loss 3.1898 LearningRate 0.0583 Epoch: 4 Global Step: 78890 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:18,240-Speed 3333.42 samples/sec Loss 3.1609 LearningRate 0.0583 Epoch: 4 Global Step: 78900 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:21,313-Speed 3332.61 samples/sec Loss 3.3138 LearningRate 0.0583 Epoch: 4 Global Step: 78910 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:24,395-Speed 3323.40 samples/sec Loss 3.2600 LearningRate 0.0583 Epoch: 4 Global Step: 78920 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:27,466-Speed 3335.37 samples/sec Loss 3.2764 LearningRate 0.0583 Epoch: 4 Global Step: 78930 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:30,528-Speed 3345.03 samples/sec Loss 3.1514 LearningRate 0.0583 Epoch: 4 Global Step: 78940 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:33,604-Speed 3330.13 samples/sec Loss 3.1826 LearningRate 0.0583 Epoch: 4 Global Step: 78950 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:34:36,670-Speed 3339.86 samples/sec Loss 3.2236 LearningRate 0.0583 Epoch: 4 Global Step: 78960 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:39,746-Speed 3329.99 samples/sec Loss 3.1490 LearningRate 0.0583 Epoch: 4 Global Step: 78970 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:42,822-Speed 3329.28 samples/sec Loss 3.3395 LearningRate 0.0583 Epoch: 4 Global Step: 78980 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:45,907-Speed 3320.78 samples/sec Loss 3.2414 LearningRate 0.0583 Epoch: 4 Global Step: 78990 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:48,980-Speed 3333.27 samples/sec Loss 3.2421 LearningRate 0.0583 Epoch: 4 Global Step: 79000 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:52,044-Speed 3343.01 samples/sec Loss 3.1868 LearningRate 0.0583 Epoch: 4 Global Step: 79010 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:55,111-Speed 3338.99 samples/sec Loss 3.1879 LearningRate 0.0583 Epoch: 4 Global Step: 79020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:34:58,186-Speed 3331.42 samples/sec Loss 3.2348 LearningRate 0.0583 Epoch: 4 Global Step: 79030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:01,266-Speed 3324.90 samples/sec Loss 3.2527 LearningRate 0.0583 Epoch: 4 Global Step: 79040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:04,343-Speed 3329.07 samples/sec Loss 3.1556 LearningRate 0.0582 Epoch: 4 Global Step: 79050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:07,486-Speed 3259.22 samples/sec Loss 3.1988 LearningRate 0.0582 Epoch: 4 Global Step: 79060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:10,572-Speed 3318.67 samples/sec Loss 3.2478 LearningRate 0.0582 Epoch: 4 Global Step: 79070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:13,648-Speed 3330.06 samples/sec Loss 3.2574 LearningRate 0.0582 Epoch: 4 Global Step: 79080 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:16,724-Speed 3330.47 samples/sec Loss 3.2013 LearningRate 0.0582 Epoch: 4 Global Step: 79090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:19,796-Speed 3333.83 samples/sec Loss 3.2320 LearningRate 0.0582 Epoch: 4 Global Step: 79100 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:22,919-Speed 3279.32 samples/sec Loss 3.2067 LearningRate 0.0582 Epoch: 4 Global Step: 79110 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:26,001-Speed 3323.41 samples/sec Loss 3.2412 LearningRate 0.0582 Epoch: 4 Global Step: 79120 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:29,078-Speed 3328.71 samples/sec Loss 3.2060 LearningRate 0.0582 Epoch: 4 Global Step: 79130 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:32,142-Speed 3342.68 samples/sec Loss 3.1927 LearningRate 0.0582 Epoch: 4 Global Step: 79140 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:35,205-Speed 3343.85 samples/sec Loss 3.2248 LearningRate 0.0582 Epoch: 4 Global Step: 79150 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:38,322-Speed 3285.97 samples/sec Loss 3.1822 LearningRate 0.0582 Epoch: 4 Global Step: 79160 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:35:41,380-Speed 3349.82 samples/sec Loss 3.2672 LearningRate 0.0582 Epoch: 4 Global Step: 79170 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:44,446-Speed 3340.89 samples/sec Loss 3.1724 LearningRate 0.0582 Epoch: 4 Global Step: 79180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:47,591-Speed 3256.02 samples/sec Loss 3.1909 LearningRate 0.0582 Epoch: 4 Global Step: 79190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:50,729-Speed 3264.33 samples/sec Loss 3.1503 LearningRate 0.0582 Epoch: 4 Global Step: 79200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:53,825-Speed 3308.92 samples/sec Loss 3.1593 LearningRate 0.0582 Epoch: 4 Global Step: 79210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:56,926-Speed 3302.15 samples/sec Loss 3.2508 LearningRate 0.0582 Epoch: 4 Global Step: 79220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:35:59,991-Speed 3342.46 samples/sec Loss 3.1852 LearningRate 0.0582 Epoch: 4 Global Step: 79230 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:03,068-Speed 3328.19 samples/sec Loss 3.1594 LearningRate 0.0582 Epoch: 4 Global Step: 79240 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:06,136-Speed 3339.01 samples/sec Loss 3.2146 LearningRate 0.0582 Epoch: 4 Global Step: 79250 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:09,217-Speed 3324.45 samples/sec Loss 3.2006 LearningRate 0.0582 Epoch: 4 Global Step: 79260 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:12,300-Speed 3322.55 samples/sec Loss 3.1304 LearningRate 0.0581 Epoch: 4 Global Step: 79270 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:15,374-Speed 3331.17 samples/sec Loss 3.1707 LearningRate 0.0581 Epoch: 4 Global Step: 79280 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:18,445-Speed 3335.95 samples/sec Loss 3.1933 LearningRate 0.0581 Epoch: 4 Global Step: 79290 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:21,544-Speed 3305.00 samples/sec Loss 3.1791 LearningRate 0.0581 Epoch: 4 Global Step: 79300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:24,616-Speed 3333.19 samples/sec Loss 3.2606 LearningRate 0.0581 Epoch: 4 Global Step: 79310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:27,812-Speed 3205.93 samples/sec Loss 3.1928 LearningRate 0.0581 Epoch: 4 Global Step: 79320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:31,018-Speed 3194.40 samples/sec Loss 3.1887 LearningRate 0.0581 Epoch: 4 Global Step: 79330 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:34,093-Speed 3331.04 samples/sec Loss 3.1905 LearningRate 0.0581 Epoch: 4 Global Step: 79340 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:37,157-Speed 3342.79 samples/sec Loss 3.2037 LearningRate 0.0581 Epoch: 4 Global Step: 79350 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:36:40,231-Speed 3331.20 samples/sec Loss 3.1530 LearningRate 0.0581 Epoch: 4 Global Step: 79360 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:43,299-Speed 3339.60 samples/sec Loss 3.1743 LearningRate 0.0581 Epoch: 4 Global Step: 79370 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:46,390-Speed 3313.03 samples/sec Loss 3.2950 LearningRate 0.0581 Epoch: 4 Global Step: 79380 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:49,461-Speed 3335.38 samples/sec Loss 3.2409 LearningRate 0.0581 Epoch: 4 Global Step: 79390 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:52,556-Speed 3309.13 samples/sec Loss 3.2609 LearningRate 0.0581 Epoch: 4 Global Step: 79400 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:55,740-Speed 3216.68 samples/sec Loss 3.2317 LearningRate 0.0581 Epoch: 4 Global Step: 79410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:36:58,869-Speed 3273.41 samples/sec Loss 3.2359 LearningRate 0.0581 Epoch: 4 Global Step: 79420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:01,983-Speed 3289.59 samples/sec Loss 3.2552 LearningRate 0.0581 Epoch: 4 Global Step: 79430 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:05,133-Speed 3252.27 samples/sec Loss 3.1723 LearningRate 0.0581 Epoch: 4 Global Step: 79440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:08,221-Speed 3316.97 samples/sec Loss 3.1586 LearningRate 0.0581 Epoch: 4 Global Step: 79450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:11,274-Speed 3354.93 samples/sec Loss 3.1971 LearningRate 0.0581 Epoch: 4 Global Step: 79460 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:14,337-Speed 3343.17 samples/sec Loss 3.1730 LearningRate 0.0581 Epoch: 4 Global Step: 79470 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:17,402-Speed 3341.92 samples/sec Loss 3.1655 LearningRate 0.0581 Epoch: 4 Global Step: 79480 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:20,485-Speed 3322.28 samples/sec Loss 3.2081 LearningRate 0.0580 Epoch: 4 Global Step: 79490 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:23,553-Speed 3338.32 samples/sec Loss 3.2288 LearningRate 0.0580 Epoch: 4 Global Step: 79500 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:26,638-Speed 3320.35 samples/sec Loss 3.2367 LearningRate 0.0580 Epoch: 4 Global Step: 79510 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:29,716-Speed 3327.45 samples/sec Loss 3.2120 LearningRate 0.0580 Epoch: 4 Global Step: 79520 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:32,779-Speed 3343.70 samples/sec Loss 3.1881 LearningRate 0.0580 Epoch: 4 Global Step: 79530 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:35,857-Speed 3328.36 samples/sec Loss 3.1766 LearningRate 0.0580 Epoch: 4 Global Step: 79540 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:38,939-Speed 3322.78 samples/sec Loss 3.1627 LearningRate 0.0580 Epoch: 4 Global Step: 79550 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:37:42,005-Speed 3340.58 samples/sec Loss 3.2624 LearningRate 0.0580 Epoch: 4 Global Step: 79560 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:45,076-Speed 3335.32 samples/sec Loss 3.2166 LearningRate 0.0580 Epoch: 4 Global Step: 79570 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:48,146-Speed 3336.34 samples/sec Loss 3.1004 LearningRate 0.0580 Epoch: 4 Global Step: 79580 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:51,211-Speed 3341.13 samples/sec Loss 3.1853 LearningRate 0.0580 Epoch: 4 Global Step: 79590 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:54,283-Speed 3334.62 samples/sec Loss 3.1882 LearningRate 0.0580 Epoch: 4 Global Step: 79600 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:37:57,352-Speed 3336.81 samples/sec Loss 3.2578 LearningRate 0.0580 Epoch: 4 Global Step: 79610 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:00,427-Speed 3331.89 samples/sec Loss 3.2107 LearningRate 0.0580 Epoch: 4 Global Step: 79620 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:03,502-Speed 3330.68 samples/sec Loss 3.2940 LearningRate 0.0580 Epoch: 4 Global Step: 79630 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:06,574-Speed 3334.54 samples/sec Loss 3.1659 LearningRate 0.0580 Epoch: 4 Global Step: 79640 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:09,644-Speed 3336.02 samples/sec Loss 3.2882 LearningRate 0.0580 Epoch: 4 Global Step: 79650 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:12,719-Speed 3330.07 samples/sec Loss 3.1298 LearningRate 0.0580 Epoch: 4 Global Step: 79660 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:15,818-Speed 3305.53 samples/sec Loss 3.1783 LearningRate 0.0580 Epoch: 4 Global Step: 79670 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:18,897-Speed 3326.46 samples/sec Loss 3.2599 LearningRate 0.0580 Epoch: 4 Global Step: 79680 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:22,019-Speed 3281.02 samples/sec Loss 3.2415 LearningRate 0.0580 Epoch: 4 Global Step: 79690 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:25,116-Speed 3307.21 samples/sec Loss 3.1545 LearningRate 0.0579 Epoch: 4 Global Step: 79700 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:28,191-Speed 3330.60 samples/sec Loss 3.2244 LearningRate 0.0579 Epoch: 4 Global Step: 79710 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:38:31,270-Speed 3327.32 samples/sec Loss 3.2593 LearningRate 0.0579 Epoch: 4 Global Step: 79720 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:34,362-Speed 3312.42 samples/sec Loss 3.2336 LearningRate 0.0579 Epoch: 4 Global Step: 79730 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:37,426-Speed 3342.66 samples/sec Loss 3.2482 LearningRate 0.0579 Epoch: 4 Global Step: 79740 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:40,490-Speed 3342.57 samples/sec Loss 3.2566 LearningRate 0.0579 Epoch: 4 Global Step: 79750 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:43,564-Speed 3332.05 samples/sec Loss 3.2129 LearningRate 0.0579 Epoch: 4 Global Step: 79760 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:46,655-Speed 3313.81 samples/sec Loss 3.2218 LearningRate 0.0579 Epoch: 4 Global Step: 79770 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:49,746-Speed 3312.91 samples/sec Loss 3.2131 LearningRate 0.0579 Epoch: 4 Global Step: 79780 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:52,818-Speed 3334.53 samples/sec Loss 3.2110 LearningRate 0.0579 Epoch: 4 Global Step: 79790 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:55,902-Speed 3321.99 samples/sec Loss 3.1322 LearningRate 0.0579 Epoch: 4 Global Step: 79800 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:38:59,059-Speed 3243.51 samples/sec Loss 3.1382 LearningRate 0.0579 Epoch: 4 Global Step: 79810 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:02,265-Speed 3195.12 samples/sec Loss 3.2048 LearningRate 0.0579 Epoch: 4 Global Step: 79820 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:05,371-Speed 3297.90 samples/sec Loss 3.2028 LearningRate 0.0579 Epoch: 4 Global Step: 79830 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:08,508-Speed 3264.79 samples/sec Loss 3.1584 LearningRate 0.0579 Epoch: 4 Global Step: 79840 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:11,613-Speed 3298.07 samples/sec Loss 3.1968 LearningRate 0.0579 Epoch: 4 Global Step: 79850 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:14,781-Speed 3233.90 samples/sec Loss 3.2257 LearningRate 0.0579 Epoch: 4 Global Step: 79860 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:17,992-Speed 3189.79 samples/sec Loss 3.2023 LearningRate 0.0579 Epoch: 4 Global Step: 79870 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:21,084-Speed 3312.30 samples/sec Loss 3.1055 LearningRate 0.0579 Epoch: 4 Global Step: 79880 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:24,176-Speed 3313.61 samples/sec Loss 3.2167 LearningRate 0.0579 Epoch: 4 Global Step: 79890 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:27,259-Speed 3321.95 samples/sec Loss 3.1943 LearningRate 0.0579 Epoch: 4 Global Step: 79900 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:30,353-Speed 3310.00 samples/sec Loss 3.1778 LearningRate 0.0579 Epoch: 4 Global Step: 79910 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:39:33,395-Speed 3366.73 samples/sec Loss 3.3071 LearningRate 0.0578 Epoch: 4 Global Step: 79920 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:36,463-Speed 3339.49 samples/sec Loss 3.1830 LearningRate 0.0578 Epoch: 4 Global Step: 79930 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:39,552-Speed 3315.55 samples/sec Loss 3.1453 LearningRate 0.0578 Epoch: 4 Global Step: 79940 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:42,617-Speed 3341.20 samples/sec Loss 3.2348 LearningRate 0.0578 Epoch: 4 Global Step: 79950 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:45,683-Speed 3340.48 samples/sec Loss 3.2124 LearningRate 0.0578 Epoch: 4 Global Step: 79960 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:48,760-Speed 3329.21 samples/sec Loss 3.0997 LearningRate 0.0578 Epoch: 4 Global Step: 79970 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:51,837-Speed 3328.71 samples/sec Loss 3.2458 LearningRate 0.0578 Epoch: 4 Global Step: 79980 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:55,024-Speed 3214.35 samples/sec Loss 3.2516 LearningRate 0.0578 Epoch: 4 Global Step: 79990 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:39:58,166-Speed 3259.87 samples/sec Loss 3.2508 LearningRate 0.0578 Epoch: 4 Global Step: 80000 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:40:42,146-[lfw][80000]XNorm: 23.115559 Training: 2022-04-11 07:40:42,146-[lfw][80000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 07:40:42,147-[lfw][80000]Accuracy-Highest: 0.99817 Training: 2022-04-11 07:41:33,245-[cfp_fp][80000]XNorm: 21.707295 Training: 2022-04-11 07:41:33,245-[cfp_fp][80000]Accuracy-Flip: 0.98286+-0.00658 Training: 2022-04-11 07:41:33,246-[cfp_fp][80000]Accuracy-Highest: 0.98543 Training: 2022-04-11 07:42:17,242-[agedb_30][80000]XNorm: 23.286348 Training: 2022-04-11 07:42:17,242-[agedb_30][80000]Accuracy-Flip: 0.97800+-0.00674 Training: 2022-04-11 07:42:17,243-[agedb_30][80000]Accuracy-Highest: 0.98117 Training: 2022-04-11 07:42:20,301-Speed 72.04 samples/sec Loss 3.1859 LearningRate 0.0578 Epoch: 4 Global Step: 80010 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:42:23,355-Speed 3354.36 samples/sec Loss 3.2856 LearningRate 0.0578 Epoch: 4 Global Step: 80020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:42:26,415-Speed 3347.62 samples/sec Loss 3.1633 LearningRate 0.0578 Epoch: 4 Global Step: 80030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:42:29,469-Speed 3353.24 samples/sec Loss 3.1052 LearningRate 0.0578 Epoch: 4 Global Step: 80040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:42:32,530-Speed 3346.04 samples/sec Loss 3.1972 LearningRate 0.0578 Epoch: 4 Global Step: 80050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:42:35,585-Speed 3352.39 samples/sec Loss 3.0896 LearningRate 0.0578 Epoch: 4 Global Step: 80060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:42:38,678-Speed 3312.02 samples/sec Loss 3.1576 LearningRate 0.0578 Epoch: 4 Global Step: 80070 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:42:41,747-Speed 3337.26 samples/sec Loss 3.2014 LearningRate 0.0578 Epoch: 4 Global Step: 80080 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:42:44,804-Speed 3350.15 samples/sec Loss 3.2038 LearningRate 0.0578 Epoch: 4 Global Step: 80090 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:42:47,860-Speed 3351.45 samples/sec Loss 3.2535 LearningRate 0.0578 Epoch: 4 Global Step: 80100 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:42:50,917-Speed 3351.08 samples/sec Loss 3.1643 LearningRate 0.0578 Epoch: 4 Global Step: 80110 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:42:53,977-Speed 3347.38 samples/sec Loss 3.2328 LearningRate 0.0578 Epoch: 4 Global Step: 80120 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:42:57,036-Speed 3348.14 samples/sec Loss 3.1873 LearningRate 0.0578 Epoch: 4 Global Step: 80130 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:00,091-Speed 3351.98 samples/sec Loss 3.0983 LearningRate 0.0577 Epoch: 4 Global Step: 80140 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:03,183-Speed 3313.14 samples/sec Loss 3.1997 LearningRate 0.0577 Epoch: 4 Global Step: 80150 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:06,242-Speed 3348.39 samples/sec Loss 3.2006 LearningRate 0.0577 Epoch: 4 Global Step: 80160 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:09,331-Speed 3315.20 samples/sec Loss 3.1229 LearningRate 0.0577 Epoch: 4 Global Step: 80170 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:43:12,400-Speed 3337.79 samples/sec Loss 3.1151 LearningRate 0.0577 Epoch: 4 Global Step: 80180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:43:15,458-Speed 3349.73 samples/sec Loss 3.2259 LearningRate 0.0577 Epoch: 4 Global Step: 80190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:43:18,552-Speed 3309.76 samples/sec Loss 3.1958 LearningRate 0.0577 Epoch: 4 Global Step: 80200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:43:21,620-Speed 3338.72 samples/sec Loss 3.2528 LearningRate 0.0577 Epoch: 4 Global Step: 80210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:43:24,689-Speed 3337.39 samples/sec Loss 3.1136 LearningRate 0.0577 Epoch: 4 Global Step: 80220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:43:27,747-Speed 3349.91 samples/sec Loss 3.2335 LearningRate 0.0577 Epoch: 4 Global Step: 80230 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:30,809-Speed 3344.19 samples/sec Loss 3.2098 LearningRate 0.0577 Epoch: 4 Global Step: 80240 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:33,879-Speed 3336.67 samples/sec Loss 3.1625 LearningRate 0.0577 Epoch: 4 Global Step: 80250 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:36,946-Speed 3339.04 samples/sec Loss 3.1827 LearningRate 0.0577 Epoch: 4 Global Step: 80260 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:40,017-Speed 3335.49 samples/sec Loss 3.0925 LearningRate 0.0577 Epoch: 4 Global Step: 80270 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:43,099-Speed 3324.01 samples/sec Loss 3.2095 LearningRate 0.0577 Epoch: 4 Global Step: 80280 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:46,166-Speed 3339.14 samples/sec Loss 3.2249 LearningRate 0.0577 Epoch: 4 Global Step: 80290 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:49,237-Speed 3335.78 samples/sec Loss 3.1810 LearningRate 0.0577 Epoch: 4 Global Step: 80300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:52,310-Speed 3332.50 samples/sec Loss 3.2493 LearningRate 0.0577 Epoch: 4 Global Step: 80310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:55,401-Speed 3314.05 samples/sec Loss 3.1860 LearningRate 0.0577 Epoch: 4 Global Step: 80320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:43:58,559-Speed 3243.07 samples/sec Loss 3.1152 LearningRate 0.0577 Epoch: 4 Global Step: 80330 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:01,653-Speed 3310.57 samples/sec Loss 3.2033 LearningRate 0.0577 Epoch: 4 Global Step: 80340 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:04,758-Speed 3298.49 samples/sec Loss 3.0935 LearningRate 0.0577 Epoch: 4 Global Step: 80350 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:07,881-Speed 3280.44 samples/sec Loss 3.2205 LearningRate 0.0576 Epoch: 4 Global Step: 80360 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:11,014-Speed 3269.77 samples/sec Loss 3.2742 LearningRate 0.0576 Epoch: 4 Global Step: 80370 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:14,095-Speed 3323.58 samples/sec Loss 3.1719 LearningRate 0.0576 Epoch: 4 Global Step: 80380 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:17,160-Speed 3342.50 samples/sec Loss 3.1720 LearningRate 0.0576 Epoch: 4 Global Step: 80390 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:20,221-Speed 3345.87 samples/sec Loss 3.2374 LearningRate 0.0576 Epoch: 4 Global Step: 80400 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:23,312-Speed 3313.03 samples/sec Loss 3.2679 LearningRate 0.0576 Epoch: 4 Global Step: 80410 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:26,392-Speed 3325.97 samples/sec Loss 3.2031 LearningRate 0.0576 Epoch: 4 Global Step: 80420 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:29,523-Speed 3270.51 samples/sec Loss 3.1088 LearningRate 0.0576 Epoch: 4 Global Step: 80430 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:32,640-Speed 3286.34 samples/sec Loss 3.1771 LearningRate 0.0576 Epoch: 4 Global Step: 80440 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:35,717-Speed 3328.94 samples/sec Loss 3.1582 LearningRate 0.0576 Epoch: 4 Global Step: 80450 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:38,786-Speed 3337.12 samples/sec Loss 3.2251 LearningRate 0.0576 Epoch: 4 Global Step: 80460 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:41,863-Speed 3328.81 samples/sec Loss 3.2024 LearningRate 0.0576 Epoch: 4 Global Step: 80470 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:44:44,924-Speed 3346.51 samples/sec Loss 3.1715 LearningRate 0.0576 Epoch: 4 Global Step: 80480 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:48,020-Speed 3308.39 samples/sec Loss 3.2193 LearningRate 0.0576 Epoch: 4 Global Step: 80490 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:51,111-Speed 3313.18 samples/sec Loss 3.1591 LearningRate 0.0576 Epoch: 4 Global Step: 80500 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:54,218-Speed 3297.28 samples/sec Loss 3.1248 LearningRate 0.0576 Epoch: 4 Global Step: 80510 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:44:57,279-Speed 3345.52 samples/sec Loss 3.1155 LearningRate 0.0576 Epoch: 4 Global Step: 80520 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:00,368-Speed 3316.07 samples/sec Loss 3.1185 LearningRate 0.0576 Epoch: 4 Global Step: 80530 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:03,440-Speed 3334.67 samples/sec Loss 3.2121 LearningRate 0.0576 Epoch: 4 Global Step: 80540 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:06,503-Speed 3344.19 samples/sec Loss 3.2006 LearningRate 0.0576 Epoch: 4 Global Step: 80550 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:09,596-Speed 3310.39 samples/sec Loss 3.1425 LearningRate 0.0576 Epoch: 4 Global Step: 80560 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:12,659-Speed 3344.52 samples/sec Loss 3.1967 LearningRate 0.0576 Epoch: 4 Global Step: 80570 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:15,720-Speed 3345.87 samples/sec Loss 3.2173 LearningRate 0.0575 Epoch: 4 Global Step: 80580 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:45:18,771-Speed 3357.26 samples/sec Loss 3.1329 LearningRate 0.0575 Epoch: 4 Global Step: 80590 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:21,831-Speed 3346.62 samples/sec Loss 3.2035 LearningRate 0.0575 Epoch: 4 Global Step: 80600 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:24,901-Speed 3336.86 samples/sec Loss 3.2338 LearningRate 0.0575 Epoch: 4 Global Step: 80610 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:27,969-Speed 3338.47 samples/sec Loss 3.1111 LearningRate 0.0575 Epoch: 4 Global Step: 80620 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:31,103-Speed 3268.13 samples/sec Loss 3.2058 LearningRate 0.0575 Epoch: 4 Global Step: 80630 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:34,262-Speed 3242.51 samples/sec Loss 3.1127 LearningRate 0.0575 Epoch: 4 Global Step: 80640 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:37,356-Speed 3310.71 samples/sec Loss 3.0390 LearningRate 0.0575 Epoch: 4 Global Step: 80650 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:40,423-Speed 3339.48 samples/sec Loss 3.1470 LearningRate 0.0575 Epoch: 4 Global Step: 80660 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:43,484-Speed 3345.95 samples/sec Loss 3.1512 LearningRate 0.0575 Epoch: 4 Global Step: 80670 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:46,560-Speed 3329.57 samples/sec Loss 3.1572 LearningRate 0.0575 Epoch: 4 Global Step: 80680 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:49,618-Speed 3349.69 samples/sec Loss 3.1275 LearningRate 0.0575 Epoch: 4 Global Step: 80690 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:52,789-Speed 3229.65 samples/sec Loss 3.1654 LearningRate 0.0575 Epoch: 4 Global Step: 80700 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:55,937-Speed 3253.70 samples/sec Loss 3.1642 LearningRate 0.0575 Epoch: 4 Global Step: 80710 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:45:59,018-Speed 3324.53 samples/sec Loss 3.1542 LearningRate 0.0575 Epoch: 4 Global Step: 80720 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:02,103-Speed 3319.88 samples/sec Loss 3.2042 LearningRate 0.0575 Epoch: 4 Global Step: 80730 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:05,167-Speed 3343.11 samples/sec Loss 3.3176 LearningRate 0.0575 Epoch: 4 Global Step: 80740 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:08,230-Speed 3343.90 samples/sec Loss 3.1866 LearningRate 0.0575 Epoch: 4 Global Step: 80750 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:11,297-Speed 3338.92 samples/sec Loss 3.1867 LearningRate 0.0575 Epoch: 4 Global Step: 80760 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:14,362-Speed 3341.69 samples/sec Loss 3.1680 LearningRate 0.0575 Epoch: 4 Global Step: 80770 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:17,433-Speed 3336.10 samples/sec Loss 3.2390 LearningRate 0.0575 Epoch: 4 Global Step: 80780 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:20,500-Speed 3339.84 samples/sec Loss 3.1363 LearningRate 0.0575 Epoch: 4 Global Step: 80790 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:23,559-Speed 3348.10 samples/sec Loss 3.1907 LearningRate 0.0574 Epoch: 4 Global Step: 80800 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:26,635-Speed 3329.68 samples/sec Loss 3.1556 LearningRate 0.0574 Epoch: 4 Global Step: 80810 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:29,725-Speed 3314.70 samples/sec Loss 3.1763 LearningRate 0.0574 Epoch: 4 Global Step: 80820 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:32,793-Speed 3338.08 samples/sec Loss 3.2162 LearningRate 0.0574 Epoch: 4 Global Step: 80830 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:35,863-Speed 3336.44 samples/sec Loss 3.1868 LearningRate 0.0574 Epoch: 4 Global Step: 80840 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:38,961-Speed 3305.99 samples/sec Loss 3.2039 LearningRate 0.0574 Epoch: 4 Global Step: 80850 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:42,128-Speed 3233.98 samples/sec Loss 3.1890 LearningRate 0.0574 Epoch: 4 Global Step: 80860 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:45,193-Speed 3342.03 samples/sec Loss 3.1213 LearningRate 0.0574 Epoch: 4 Global Step: 80870 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:48,267-Speed 3331.95 samples/sec Loss 3.2694 LearningRate 0.0574 Epoch: 4 Global Step: 80880 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:51,340-Speed 3333.86 samples/sec Loss 3.2636 LearningRate 0.0574 Epoch: 4 Global Step: 80890 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:46:54,418-Speed 3327.41 samples/sec Loss 3.1756 LearningRate 0.0574 Epoch: 4 Global Step: 80900 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:46:57,496-Speed 3327.13 samples/sec Loss 3.1511 LearningRate 0.0574 Epoch: 4 Global Step: 80910 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:00,596-Speed 3304.07 samples/sec Loss 3.2215 LearningRate 0.0574 Epoch: 4 Global Step: 80920 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:03,748-Speed 3249.70 samples/sec Loss 3.2563 LearningRate 0.0574 Epoch: 4 Global Step: 80930 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:06,866-Speed 3285.43 samples/sec Loss 3.1529 LearningRate 0.0574 Epoch: 4 Global Step: 80940 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:09,947-Speed 3323.98 samples/sec Loss 3.1504 LearningRate 0.0574 Epoch: 4 Global Step: 80950 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:13,042-Speed 3308.99 samples/sec Loss 3.1831 LearningRate 0.0574 Epoch: 4 Global Step: 80960 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:16,108-Speed 3340.64 samples/sec Loss 3.1222 LearningRate 0.0574 Epoch: 4 Global Step: 80970 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:19,176-Speed 3340.60 samples/sec Loss 3.1185 LearningRate 0.0574 Epoch: 4 Global Step: 80980 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:22,244-Speed 3337.87 samples/sec Loss 3.2166 LearningRate 0.0574 Epoch: 4 Global Step: 80990 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:25,308-Speed 3343.04 samples/sec Loss 3.1494 LearningRate 0.0574 Epoch: 4 Global Step: 81000 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:28,373-Speed 3341.59 samples/sec Loss 3.1755 LearningRate 0.0574 Epoch: 4 Global Step: 81010 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:31,458-Speed 3320.19 samples/sec Loss 3.1065 LearningRate 0.0573 Epoch: 4 Global Step: 81020 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:47:34,529-Speed 3334.76 samples/sec Loss 3.1904 LearningRate 0.0573 Epoch: 4 Global Step: 81030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:37,673-Speed 3258.06 samples/sec Loss 3.1002 LearningRate 0.0573 Epoch: 4 Global Step: 81040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:40,780-Speed 3296.83 samples/sec Loss 3.1570 LearningRate 0.0573 Epoch: 4 Global Step: 81050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:43,924-Speed 3257.85 samples/sec Loss 3.1874 LearningRate 0.0573 Epoch: 4 Global Step: 81060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:47,027-Speed 3300.26 samples/sec Loss 3.1339 LearningRate 0.0573 Epoch: 4 Global Step: 81070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:50,114-Speed 3318.48 samples/sec Loss 3.3023 LearningRate 0.0573 Epoch: 4 Global Step: 81080 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:53,232-Speed 3285.00 samples/sec Loss 3.1837 LearningRate 0.0573 Epoch: 4 Global Step: 81090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:56,295-Speed 3343.53 samples/sec Loss 3.0350 LearningRate 0.0573 Epoch: 4 Global Step: 81100 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:47:59,378-Speed 3321.88 samples/sec Loss 3.2353 LearningRate 0.0573 Epoch: 4 Global Step: 81110 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:02,447-Speed 3338.18 samples/sec Loss 3.0543 LearningRate 0.0573 Epoch: 4 Global Step: 81120 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:05,502-Speed 3353.15 samples/sec Loss 3.1880 LearningRate 0.0573 Epoch: 4 Global Step: 81130 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:08,568-Speed 3340.18 samples/sec Loss 3.1660 LearningRate 0.0573 Epoch: 4 Global Step: 81140 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:11,636-Speed 3338.47 samples/sec Loss 3.1183 LearningRate 0.0573 Epoch: 4 Global Step: 81150 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:14,701-Speed 3341.95 samples/sec Loss 3.2339 LearningRate 0.0573 Epoch: 4 Global Step: 81160 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:17,803-Speed 3301.33 samples/sec Loss 3.2071 LearningRate 0.0573 Epoch: 4 Global Step: 81170 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:20,875-Speed 3334.72 samples/sec Loss 3.1861 LearningRate 0.0573 Epoch: 4 Global Step: 81180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:24,005-Speed 3271.40 samples/sec Loss 3.2386 LearningRate 0.0573 Epoch: 4 Global Step: 81190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:27,074-Speed 3337.86 samples/sec Loss 3.1953 LearningRate 0.0573 Epoch: 4 Global Step: 81200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:30,186-Speed 3291.68 samples/sec Loss 3.1747 LearningRate 0.0573 Epoch: 4 Global Step: 81210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:33,251-Speed 3341.40 samples/sec Loss 3.1263 LearningRate 0.0573 Epoch: 4 Global Step: 81220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:36,312-Speed 3346.61 samples/sec Loss 3.1734 LearningRate 0.0573 Epoch: 4 Global Step: 81230 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:48:39,367-Speed 3352.82 samples/sec Loss 3.1649 LearningRate 0.0572 Epoch: 4 Global Step: 81240 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:42,451-Speed 3321.17 samples/sec Loss 3.1466 LearningRate 0.0572 Epoch: 4 Global Step: 81250 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:45,515-Speed 3342.35 samples/sec Loss 3.2862 LearningRate 0.0572 Epoch: 4 Global Step: 81260 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:48:48,623-Speed 3295.86 samples/sec Loss 3.0720 LearningRate 0.0572 Epoch: 4 Global Step: 81270 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:48:51,721-Speed 3305.88 samples/sec Loss 3.1933 LearningRate 0.0572 Epoch: 4 Global Step: 81280 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:48:54,806-Speed 3319.91 samples/sec Loss 3.1781 LearningRate 0.0572 Epoch: 4 Global Step: 81290 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:48:57,939-Speed 3269.45 samples/sec Loss 3.1817 LearningRate 0.0572 Epoch: 4 Global Step: 81300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:49:01,024-Speed 3320.26 samples/sec Loss 3.1749 LearningRate 0.0572 Epoch: 4 Global Step: 81310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:49:04,089-Speed 3341.46 samples/sec Loss 3.1602 LearningRate 0.0572 Epoch: 4 Global Step: 81320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:49:07,154-Speed 3342.24 samples/sec Loss 3.1583 LearningRate 0.0572 Epoch: 4 Global Step: 81330 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:49:10,216-Speed 3344.97 samples/sec Loss 3.1188 LearningRate 0.0572 Epoch: 4 Global Step: 81340 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:49:13,332-Speed 3286.71 samples/sec Loss 3.2456 LearningRate 0.0572 Epoch: 4 Global Step: 81350 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:49:16,397-Speed 3341.45 samples/sec Loss 3.1411 LearningRate 0.0572 Epoch: 4 Global Step: 81360 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:49:19,466-Speed 3337.41 samples/sec Loss 3.1989 LearningRate 0.0572 Epoch: 4 Global Step: 81370 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:22,666-Speed 3200.98 samples/sec Loss 3.1371 LearningRate 0.0572 Epoch: 4 Global Step: 81380 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:25,779-Speed 3290.58 samples/sec Loss 3.1698 LearningRate 0.0572 Epoch: 4 Global Step: 81390 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:28,873-Speed 3310.11 samples/sec Loss 3.1556 LearningRate 0.0572 Epoch: 4 Global Step: 81400 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:31,944-Speed 3334.82 samples/sec Loss 3.1197 LearningRate 0.0572 Epoch: 4 Global Step: 81410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:35,014-Speed 3336.95 samples/sec Loss 3.1092 LearningRate 0.0572 Epoch: 4 Global Step: 81420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:38,079-Speed 3341.83 samples/sec Loss 3.1499 LearningRate 0.0572 Epoch: 4 Global Step: 81430 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:41,188-Speed 3293.83 samples/sec Loss 3.1244 LearningRate 0.0572 Epoch: 4 Global Step: 81440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:44,269-Speed 3324.33 samples/sec Loss 3.1790 LearningRate 0.0572 Epoch: 4 Global Step: 81450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:49:47,312-Speed 3366.43 samples/sec Loss 3.1832 LearningRate 0.0572 Epoch: 4 Global Step: 81460 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:49:50,381-Speed 3337.48 samples/sec Loss 3.1280 LearningRate 0.0571 Epoch: 4 Global Step: 81470 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:49:53,446-Speed 3341.81 samples/sec Loss 3.1353 LearningRate 0.0571 Epoch: 4 Global Step: 81480 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:49:56,554-Speed 3294.73 samples/sec Loss 3.1106 LearningRate 0.0571 Epoch: 4 Global Step: 81490 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:49:59,622-Speed 3338.98 samples/sec Loss 3.1063 LearningRate 0.0571 Epoch: 4 Global Step: 81500 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:50:02,693-Speed 3334.95 samples/sec Loss 3.2481 LearningRate 0.0571 Epoch: 4 Global Step: 81510 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:50:05,769-Speed 3329.72 samples/sec Loss 3.1957 LearningRate 0.0571 Epoch: 4 Global Step: 81520 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:50:08,908-Speed 3262.99 samples/sec Loss 3.1291 LearningRate 0.0571 Epoch: 4 Global Step: 81530 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:50:12,111-Speed 3197.83 samples/sec Loss 3.1034 LearningRate 0.0571 Epoch: 4 Global Step: 81540 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:50:15,306-Speed 3206.39 samples/sec Loss 3.1205 LearningRate 0.0571 Epoch: 4 Global Step: 81550 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:50:18,388-Speed 3323.23 samples/sec Loss 3.0647 LearningRate 0.0571 Epoch: 4 Global Step: 81560 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:21,457-Speed 3337.34 samples/sec Loss 3.2109 LearningRate 0.0571 Epoch: 4 Global Step: 81570 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:24,524-Speed 3339.63 samples/sec Loss 3.1291 LearningRate 0.0571 Epoch: 4 Global Step: 81580 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:27,590-Speed 3340.62 samples/sec Loss 3.1320 LearningRate 0.0571 Epoch: 4 Global Step: 81590 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:30,668-Speed 3327.27 samples/sec Loss 3.2032 LearningRate 0.0571 Epoch: 4 Global Step: 81600 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:33,760-Speed 3312.19 samples/sec Loss 3.2216 LearningRate 0.0571 Epoch: 4 Global Step: 81610 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:36,826-Speed 3341.28 samples/sec Loss 3.1550 LearningRate 0.0571 Epoch: 4 Global Step: 81620 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:39,892-Speed 3340.47 samples/sec Loss 3.2281 LearningRate 0.0571 Epoch: 4 Global Step: 81630 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:42,984-Speed 3313.37 samples/sec Loss 3.1558 LearningRate 0.0571 Epoch: 4 Global Step: 81640 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:46,058-Speed 3331.76 samples/sec Loss 3.0697 LearningRate 0.0571 Epoch: 4 Global Step: 81650 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:50:49,135-Speed 3328.14 samples/sec Loss 3.1882 LearningRate 0.0571 Epoch: 4 Global Step: 81660 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:50:52,210-Speed 3331.07 samples/sec Loss 3.1799 LearningRate 0.0571 Epoch: 4 Global Step: 81670 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:50:55,393-Speed 3217.82 samples/sec Loss 3.2021 LearningRate 0.0571 Epoch: 4 Global Step: 81680 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:50:58,488-Speed 3309.58 samples/sec Loss 3.2634 LearningRate 0.0570 Epoch: 4 Global Step: 81690 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:01,554-Speed 3340.61 samples/sec Loss 3.1551 LearningRate 0.0570 Epoch: 4 Global Step: 81700 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:04,799-Speed 3156.78 samples/sec Loss 3.1269 LearningRate 0.0570 Epoch: 4 Global Step: 81710 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:08,045-Speed 3155.33 samples/sec Loss 3.1191 LearningRate 0.0570 Epoch: 4 Global Step: 81720 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:11,304-Speed 3142.62 samples/sec Loss 3.1254 LearningRate 0.0570 Epoch: 4 Global Step: 81730 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:14,512-Speed 3192.61 samples/sec Loss 3.0983 LearningRate 0.0570 Epoch: 4 Global Step: 81740 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:17,704-Speed 3208.61 samples/sec Loss 3.2004 LearningRate 0.0570 Epoch: 4 Global Step: 81750 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:20,861-Speed 3244.66 samples/sec Loss 3.1593 LearningRate 0.0570 Epoch: 4 Global Step: 81760 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:24,001-Speed 3261.76 samples/sec Loss 3.1277 LearningRate 0.0570 Epoch: 4 Global Step: 81770 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:27,145-Speed 3257.53 samples/sec Loss 3.1248 LearningRate 0.0570 Epoch: 4 Global Step: 81780 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:30,229-Speed 3320.72 samples/sec Loss 3.2073 LearningRate 0.0570 Epoch: 4 Global Step: 81790 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:33,303-Speed 3332.30 samples/sec Loss 3.1317 LearningRate 0.0570 Epoch: 4 Global Step: 81800 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:36,373-Speed 3336.66 samples/sec Loss 3.2108 LearningRate 0.0570 Epoch: 4 Global Step: 81810 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:39,455-Speed 3323.96 samples/sec Loss 3.0765 LearningRate 0.0570 Epoch: 4 Global Step: 81820 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:42,542-Speed 3316.87 samples/sec Loss 3.1829 LearningRate 0.0570 Epoch: 4 Global Step: 81830 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:45,687-Speed 3257.49 samples/sec Loss 3.1665 LearningRate 0.0570 Epoch: 4 Global Step: 81840 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:48,826-Speed 3262.12 samples/sec Loss 3.1984 LearningRate 0.0570 Epoch: 4 Global Step: 81850 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:51,907-Speed 3324.15 samples/sec Loss 3.1145 LearningRate 0.0570 Epoch: 4 Global Step: 81860 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:51:54,980-Speed 3333.75 samples/sec Loss 3.1574 LearningRate 0.0570 Epoch: 4 Global Step: 81870 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:51:58,087-Speed 3296.61 samples/sec Loss 3.1198 LearningRate 0.0570 Epoch: 4 Global Step: 81880 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:52:01,166-Speed 3326.60 samples/sec Loss 3.1224 LearningRate 0.0570 Epoch: 4 Global Step: 81890 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:52:04,238-Speed 3333.84 samples/sec Loss 3.1457 LearningRate 0.0570 Epoch: 4 Global Step: 81900 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:07,359-Speed 3282.13 samples/sec Loss 3.2332 LearningRate 0.0569 Epoch: 4 Global Step: 81910 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:10,420-Speed 3346.21 samples/sec Loss 3.2160 LearningRate 0.0569 Epoch: 4 Global Step: 81920 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:13,498-Speed 3326.90 samples/sec Loss 3.2052 LearningRate 0.0569 Epoch: 4 Global Step: 81930 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:16,563-Speed 3341.77 samples/sec Loss 3.1537 LearningRate 0.0569 Epoch: 4 Global Step: 81940 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:19,703-Speed 3261.77 samples/sec Loss 3.1034 LearningRate 0.0569 Epoch: 4 Global Step: 81950 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:22,775-Speed 3334.70 samples/sec Loss 3.1369 LearningRate 0.0569 Epoch: 4 Global Step: 81960 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:25,872-Speed 3307.12 samples/sec Loss 3.1493 LearningRate 0.0569 Epoch: 4 Global Step: 81970 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:28,971-Speed 3305.11 samples/sec Loss 3.1686 LearningRate 0.0569 Epoch: 4 Global Step: 81980 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:32,055-Speed 3321.52 samples/sec Loss 3.1648 LearningRate 0.0569 Epoch: 4 Global Step: 81990 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:52:35,129-Speed 3330.99 samples/sec Loss 3.1561 LearningRate 0.0569 Epoch: 4 Global Step: 82000 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:53:19,199-[lfw][82000]XNorm: 21.200448 Training: 2022-04-11 07:53:19,200-[lfw][82000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 07:53:19,200-[lfw][82000]Accuracy-Highest: 0.99817 Training: 2022-04-11 07:54:10,444-[cfp_fp][82000]XNorm: 19.921196 Training: 2022-04-11 07:54:10,444-[cfp_fp][82000]Accuracy-Flip: 0.98457+-0.00549 Training: 2022-04-11 07:54:10,445-[cfp_fp][82000]Accuracy-Highest: 0.98543 Training: 2022-04-11 07:54:54,847-[agedb_30][82000]XNorm: 21.432718 Training: 2022-04-11 07:54:54,847-[agedb_30][82000]Accuracy-Flip: 0.97967+-0.00846 Training: 2022-04-11 07:54:54,848-[agedb_30][82000]Accuracy-Highest: 0.98117 Training: 2022-04-11 07:54:57,927-Speed 71.71 samples/sec Loss 3.0366 LearningRate 0.0569 Epoch: 4 Global Step: 82010 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:00,985-Speed 3349.14 samples/sec Loss 3.1227 LearningRate 0.0569 Epoch: 4 Global Step: 82020 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:04,036-Speed 3356.81 samples/sec Loss 3.2466 LearningRate 0.0569 Epoch: 4 Global Step: 82030 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:07,093-Speed 3350.08 samples/sec Loss 3.1063 LearningRate 0.0569 Epoch: 4 Global Step: 82040 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:10,145-Speed 3356.17 samples/sec Loss 3.1457 LearningRate 0.0569 Epoch: 4 Global Step: 82050 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:13,260-Speed 3287.70 samples/sec Loss 3.1668 LearningRate 0.0569 Epoch: 4 Global Step: 82060 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:16,322-Speed 3344.92 samples/sec Loss 3.1421 LearningRate 0.0569 Epoch: 4 Global Step: 82070 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:19,385-Speed 3344.67 samples/sec Loss 3.1555 LearningRate 0.0569 Epoch: 4 Global Step: 82080 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:22,470-Speed 3319.25 samples/sec Loss 3.1860 LearningRate 0.0569 Epoch: 4 Global Step: 82090 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:25,567-Speed 3308.04 samples/sec Loss 3.1715 LearningRate 0.0569 Epoch: 4 Global Step: 82100 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:55:28,619-Speed 3356.12 samples/sec Loss 3.1522 LearningRate 0.0569 Epoch: 4 Global Step: 82110 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:31,715-Speed 3308.33 samples/sec Loss 3.1282 LearningRate 0.0569 Epoch: 4 Global Step: 82120 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:34,805-Speed 3313.69 samples/sec Loss 3.1981 LearningRate 0.0568 Epoch: 4 Global Step: 82130 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:37,896-Speed 3314.57 samples/sec Loss 3.2121 LearningRate 0.0568 Epoch: 4 Global Step: 82140 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:40,960-Speed 3342.55 samples/sec Loss 3.1225 LearningRate 0.0568 Epoch: 4 Global Step: 82150 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:44,030-Speed 3335.56 samples/sec Loss 3.2237 LearningRate 0.0568 Epoch: 4 Global Step: 82160 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:47,097-Speed 3339.35 samples/sec Loss 3.2451 LearningRate 0.0568 Epoch: 4 Global Step: 82170 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:50,175-Speed 3328.98 samples/sec Loss 3.1516 LearningRate 0.0568 Epoch: 4 Global Step: 82180 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:53,246-Speed 3335.06 samples/sec Loss 3.1409 LearningRate 0.0568 Epoch: 4 Global Step: 82190 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:56,308-Speed 3345.16 samples/sec Loss 3.1041 LearningRate 0.0568 Epoch: 4 Global Step: 82200 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:55:59,368-Speed 3346.87 samples/sec Loss 3.0845 LearningRate 0.0568 Epoch: 4 Global Step: 82210 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:02,437-Speed 3337.67 samples/sec Loss 3.2132 LearningRate 0.0568 Epoch: 4 Global Step: 82220 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:05,489-Speed 3355.64 samples/sec Loss 3.0998 LearningRate 0.0568 Epoch: 4 Global Step: 82230 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:08,587-Speed 3306.30 samples/sec Loss 3.1595 LearningRate 0.0568 Epoch: 4 Global Step: 82240 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:11,654-Speed 3338.59 samples/sec Loss 3.1240 LearningRate 0.0568 Epoch: 4 Global Step: 82250 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:14,778-Speed 3279.50 samples/sec Loss 3.1668 LearningRate 0.0568 Epoch: 4 Global Step: 82260 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:17,852-Speed 3332.04 samples/sec Loss 3.1561 LearningRate 0.0568 Epoch: 4 Global Step: 82270 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:20,916-Speed 3342.88 samples/sec Loss 3.1670 LearningRate 0.0568 Epoch: 4 Global Step: 82280 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:23,996-Speed 3324.86 samples/sec Loss 3.1321 LearningRate 0.0568 Epoch: 4 Global Step: 82290 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:27,074-Speed 3327.77 samples/sec Loss 3.1481 LearningRate 0.0568 Epoch: 4 Global Step: 82300 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:30,147-Speed 3332.87 samples/sec Loss 3.1308 LearningRate 0.0568 Epoch: 4 Global Step: 82310 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:33,237-Speed 3314.57 samples/sec Loss 3.1192 LearningRate 0.0568 Epoch: 4 Global Step: 82320 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:56:36,303-Speed 3340.69 samples/sec Loss 3.1268 LearningRate 0.0568 Epoch: 4 Global Step: 82330 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:39,367-Speed 3343.21 samples/sec Loss 3.1295 LearningRate 0.0568 Epoch: 4 Global Step: 82340 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:42,462-Speed 3309.08 samples/sec Loss 3.0719 LearningRate 0.0567 Epoch: 4 Global Step: 82350 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:45,532-Speed 3336.87 samples/sec Loss 3.1550 LearningRate 0.0567 Epoch: 4 Global Step: 82360 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:48,698-Speed 3234.45 samples/sec Loss 3.1542 LearningRate 0.0567 Epoch: 4 Global Step: 82370 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:51,774-Speed 3329.87 samples/sec Loss 3.0523 LearningRate 0.0567 Epoch: 4 Global Step: 82380 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:54,839-Speed 3341.89 samples/sec Loss 3.1764 LearningRate 0.0567 Epoch: 4 Global Step: 82390 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:56:57,939-Speed 3303.42 samples/sec Loss 3.0732 LearningRate 0.0567 Epoch: 4 Global Step: 82400 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:57:01,005-Speed 3340.82 samples/sec Loss 3.1265 LearningRate 0.0567 Epoch: 4 Global Step: 82410 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:57:04,101-Speed 3308.92 samples/sec Loss 3.1647 LearningRate 0.0567 Epoch: 4 Global Step: 82420 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:57:07,179-Speed 3326.91 samples/sec Loss 3.1085 LearningRate 0.0567 Epoch: 4 Global Step: 82430 Fp16 Grad Scale: 262144 Required: 27 hours Training: 2022-04-11 07:57:10,282-Speed 3301.95 samples/sec Loss 3.1553 LearningRate 0.0567 Epoch: 4 Global Step: 82440 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:57:13,354-Speed 3333.87 samples/sec Loss 3.1479 LearningRate 0.0567 Epoch: 4 Global Step: 82450 Fp16 Grad Scale: 131072 Required: 27 hours Training: 2022-04-11 07:57:16,419-Speed 3342.20 samples/sec Loss 3.2193 LearningRate 0.0567 Epoch: 4 Global Step: 82460 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:57:19,492-Speed 3332.28 samples/sec Loss 3.1478 LearningRate 0.0567 Epoch: 4 Global Step: 82470 Fp16 Grad Scale: 65536 Required: 27 hours Training: 2022-04-11 07:57:22,546-Speed 3354.63 samples/sec Loss 3.1110 LearningRate 0.0567 Epoch: 4 Global Step: 82480 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:25,621-Speed 3330.21 samples/sec Loss 3.1593 LearningRate 0.0567 Epoch: 4 Global Step: 82490 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:28,735-Speed 3289.22 samples/sec Loss 3.1563 LearningRate 0.0567 Epoch: 4 Global Step: 82500 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:31,903-Speed 3233.22 samples/sec Loss 3.0924 LearningRate 0.0567 Epoch: 4 Global Step: 82510 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:34,974-Speed 3335.79 samples/sec Loss 3.2026 LearningRate 0.0567 Epoch: 4 Global Step: 82520 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:38,036-Speed 3345.69 samples/sec Loss 3.1020 LearningRate 0.0567 Epoch: 4 Global Step: 82530 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:41,113-Speed 3328.70 samples/sec Loss 3.1557 LearningRate 0.0567 Epoch: 4 Global Step: 82540 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:44,178-Speed 3341.02 samples/sec Loss 3.1308 LearningRate 0.0567 Epoch: 4 Global Step: 82550 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:47,243-Speed 3342.70 samples/sec Loss 3.0811 LearningRate 0.0567 Epoch: 4 Global Step: 82560 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:50,326-Speed 3321.52 samples/sec Loss 3.1553 LearningRate 0.0566 Epoch: 4 Global Step: 82570 Fp16 Grad Scale: 32768 Required: 27 hours Training: 2022-04-11 07:57:53,398-Speed 3334.93 samples/sec Loss 3.2061 LearningRate 0.0566 Epoch: 4 Global Step: 82580 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:57:56,460-Speed 3344.71 samples/sec Loss 3.1494 LearningRate 0.0566 Epoch: 4 Global Step: 82590 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:57:59,557-Speed 3307.31 samples/sec Loss 3.0866 LearningRate 0.0566 Epoch: 4 Global Step: 82600 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:02,706-Speed 3252.64 samples/sec Loss 3.1646 LearningRate 0.0566 Epoch: 4 Global Step: 82610 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:05,834-Speed 3274.30 samples/sec Loss 3.0906 LearningRate 0.0566 Epoch: 4 Global Step: 82620 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:08,896-Speed 3345.22 samples/sec Loss 3.1210 LearningRate 0.0566 Epoch: 4 Global Step: 82630 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:12,094-Speed 3202.87 samples/sec Loss 3.2205 LearningRate 0.0566 Epoch: 4 Global Step: 82640 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:15,158-Speed 3342.91 samples/sec Loss 3.0955 LearningRate 0.0566 Epoch: 4 Global Step: 82650 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:18,232-Speed 3332.07 samples/sec Loss 3.1225 LearningRate 0.0566 Epoch: 4 Global Step: 82660 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:21,309-Speed 3328.32 samples/sec Loss 3.1115 LearningRate 0.0566 Epoch: 4 Global Step: 82670 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:58:24,390-Speed 3324.20 samples/sec Loss 3.0346 LearningRate 0.0566 Epoch: 4 Global Step: 82680 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:27,469-Speed 3326.60 samples/sec Loss 3.1414 LearningRate 0.0566 Epoch: 4 Global Step: 82690 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:30,534-Speed 3342.07 samples/sec Loss 3.1277 LearningRate 0.0566 Epoch: 4 Global Step: 82700 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:33,598-Speed 3343.12 samples/sec Loss 3.1615 LearningRate 0.0566 Epoch: 4 Global Step: 82710 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:36,659-Speed 3345.74 samples/sec Loss 3.2086 LearningRate 0.0566 Epoch: 4 Global Step: 82720 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:39,725-Speed 3340.65 samples/sec Loss 3.0887 LearningRate 0.0566 Epoch: 4 Global Step: 82730 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:42,841-Speed 3287.79 samples/sec Loss 3.2597 LearningRate 0.0566 Epoch: 4 Global Step: 82740 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:45,905-Speed 3342.15 samples/sec Loss 3.1578 LearningRate 0.0566 Epoch: 4 Global Step: 82750 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:48,989-Speed 3321.08 samples/sec Loss 3.1513 LearningRate 0.0566 Epoch: 4 Global Step: 82760 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:52,064-Speed 3331.13 samples/sec Loss 3.2113 LearningRate 0.0566 Epoch: 4 Global Step: 82770 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:58:55,140-Speed 3329.09 samples/sec Loss 3.1146 LearningRate 0.0566 Epoch: 4 Global Step: 82780 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 07:58:58,184-Speed 3365.17 samples/sec Loss 3.1204 LearningRate 0.0565 Epoch: 4 Global Step: 82790 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:01,249-Speed 3341.96 samples/sec Loss 3.1964 LearningRate 0.0565 Epoch: 4 Global Step: 82800 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:04,336-Speed 3317.75 samples/sec Loss 3.1708 LearningRate 0.0565 Epoch: 4 Global Step: 82810 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:07,446-Speed 3293.40 samples/sec Loss 3.1387 LearningRate 0.0565 Epoch: 4 Global Step: 82820 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:10,513-Speed 3340.23 samples/sec Loss 3.0855 LearningRate 0.0565 Epoch: 4 Global Step: 82830 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:13,589-Speed 3329.42 samples/sec Loss 3.1516 LearningRate 0.0565 Epoch: 4 Global Step: 82840 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:16,659-Speed 3336.64 samples/sec Loss 3.2611 LearningRate 0.0565 Epoch: 4 Global Step: 82850 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:19,733-Speed 3331.60 samples/sec Loss 3.1471 LearningRate 0.0565 Epoch: 4 Global Step: 82860 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:22,810-Speed 3327.99 samples/sec Loss 3.0603 LearningRate 0.0565 Epoch: 4 Global Step: 82870 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:26,075-Speed 3137.93 samples/sec Loss 3.1511 LearningRate 0.0565 Epoch: 4 Global Step: 82880 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 07:59:29,202-Speed 3275.66 samples/sec Loss 3.2024 LearningRate 0.0565 Epoch: 4 Global Step: 82890 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:32,298-Speed 3307.99 samples/sec Loss 3.1640 LearningRate 0.0565 Epoch: 4 Global Step: 82900 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:35,370-Speed 3333.95 samples/sec Loss 3.2320 LearningRate 0.0565 Epoch: 4 Global Step: 82910 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:38,446-Speed 3329.19 samples/sec Loss 3.0752 LearningRate 0.0565 Epoch: 4 Global Step: 82920 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:41,516-Speed 3336.62 samples/sec Loss 3.1239 LearningRate 0.0565 Epoch: 4 Global Step: 82930 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:44,579-Speed 3344.24 samples/sec Loss 3.1017 LearningRate 0.0565 Epoch: 4 Global Step: 82940 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:47,696-Speed 3286.08 samples/sec Loss 3.0480 LearningRate 0.0565 Epoch: 4 Global Step: 82950 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:50,839-Speed 3257.99 samples/sec Loss 3.2003 LearningRate 0.0565 Epoch: 4 Global Step: 82960 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:53,915-Speed 3330.44 samples/sec Loss 3.1031 LearningRate 0.0565 Epoch: 4 Global Step: 82970 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 07:59:56,988-Speed 3332.74 samples/sec Loss 3.1692 LearningRate 0.0565 Epoch: 4 Global Step: 82980 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:00,052-Speed 3343.27 samples/sec Loss 3.1777 LearningRate 0.0565 Epoch: 4 Global Step: 82990 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:03,157-Speed 3298.02 samples/sec Loss 3.1457 LearningRate 0.0565 Epoch: 4 Global Step: 83000 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:06,399-Speed 3159.55 samples/sec Loss 3.1576 LearningRate 0.0565 Epoch: 4 Global Step: 83010 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:09,488-Speed 3315.40 samples/sec Loss 3.0640 LearningRate 0.0564 Epoch: 4 Global Step: 83020 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:12,659-Speed 3230.25 samples/sec Loss 3.1834 LearningRate 0.0564 Epoch: 4 Global Step: 83030 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:15,829-Speed 3231.01 samples/sec Loss 2.9940 LearningRate 0.0564 Epoch: 4 Global Step: 83040 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:18,915-Speed 3319.44 samples/sec Loss 3.1555 LearningRate 0.0564 Epoch: 4 Global Step: 83050 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:22,056-Speed 3261.12 samples/sec Loss 3.1330 LearningRate 0.0564 Epoch: 4 Global Step: 83060 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:25,206-Speed 3250.87 samples/sec Loss 3.1554 LearningRate 0.0564 Epoch: 4 Global Step: 83070 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:00:28,270-Speed 3342.66 samples/sec Loss 3.1328 LearningRate 0.0564 Epoch: 4 Global Step: 83080 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:31,343-Speed 3333.81 samples/sec Loss 3.1085 LearningRate 0.0564 Epoch: 4 Global Step: 83090 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:34,410-Speed 3339.49 samples/sec Loss 3.2395 LearningRate 0.0564 Epoch: 4 Global Step: 83100 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:37,478-Speed 3337.42 samples/sec Loss 3.1069 LearningRate 0.0564 Epoch: 4 Global Step: 83110 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:40,546-Speed 3338.30 samples/sec Loss 3.0911 LearningRate 0.0564 Epoch: 4 Global Step: 83120 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:43,631-Speed 3320.57 samples/sec Loss 3.1205 LearningRate 0.0564 Epoch: 4 Global Step: 83130 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:46,719-Speed 3316.89 samples/sec Loss 3.0928 LearningRate 0.0564 Epoch: 4 Global Step: 83140 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:49,807-Speed 3317.21 samples/sec Loss 3.1268 LearningRate 0.0564 Epoch: 4 Global Step: 83150 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:52,890-Speed 3321.85 samples/sec Loss 3.2060 LearningRate 0.0564 Epoch: 4 Global Step: 83160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:55,999-Speed 3294.98 samples/sec Loss 3.0801 LearningRate 0.0564 Epoch: 4 Global Step: 83170 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:00:59,063-Speed 3342.65 samples/sec Loss 3.0977 LearningRate 0.0564 Epoch: 4 Global Step: 83180 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:02,198-Speed 3266.38 samples/sec Loss 3.1708 LearningRate 0.0564 Epoch: 4 Global Step: 83190 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:05,315-Speed 3286.05 samples/sec Loss 3.0907 LearningRate 0.0564 Epoch: 4 Global Step: 83200 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:08,386-Speed 3335.64 samples/sec Loss 3.1143 LearningRate 0.0564 Epoch: 4 Global Step: 83210 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:11,508-Speed 3280.71 samples/sec Loss 3.1115 LearningRate 0.0564 Epoch: 4 Global Step: 83220 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:14,591-Speed 3325.71 samples/sec Loss 3.0732 LearningRate 0.0564 Epoch: 4 Global Step: 83230 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:17,674-Speed 3322.95 samples/sec Loss 3.0867 LearningRate 0.0563 Epoch: 4 Global Step: 83240 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:20,739-Speed 3341.95 samples/sec Loss 3.0991 LearningRate 0.0563 Epoch: 4 Global Step: 83250 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:23,806-Speed 3339.72 samples/sec Loss 3.1274 LearningRate 0.0563 Epoch: 4 Global Step: 83260 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:26,871-Speed 3341.36 samples/sec Loss 3.1079 LearningRate 0.0563 Epoch: 4 Global Step: 83270 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:29,944-Speed 3332.48 samples/sec Loss 3.1187 LearningRate 0.0563 Epoch: 4 Global Step: 83280 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:01:33,115-Speed 3230.31 samples/sec Loss 3.0890 LearningRate 0.0563 Epoch: 4 Global Step: 83290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:36,258-Speed 3258.51 samples/sec Loss 3.0205 LearningRate 0.0563 Epoch: 4 Global Step: 83300 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:39,363-Speed 3299.24 samples/sec Loss 3.0650 LearningRate 0.0563 Epoch: 4 Global Step: 83310 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:42,437-Speed 3332.00 samples/sec Loss 3.1016 LearningRate 0.0563 Epoch: 4 Global Step: 83320 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:45,606-Speed 3232.29 samples/sec Loss 3.1099 LearningRate 0.0563 Epoch: 4 Global Step: 83330 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:48,701-Speed 3309.34 samples/sec Loss 3.1604 LearningRate 0.0563 Epoch: 4 Global Step: 83340 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:51,801-Speed 3304.12 samples/sec Loss 3.0621 LearningRate 0.0563 Epoch: 4 Global Step: 83350 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:54,924-Speed 3279.19 samples/sec Loss 3.1022 LearningRate 0.0563 Epoch: 4 Global Step: 83360 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:01:58,064-Speed 3261.89 samples/sec Loss 3.1101 LearningRate 0.0563 Epoch: 4 Global Step: 83370 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:01,134-Speed 3337.09 samples/sec Loss 3.0793 LearningRate 0.0563 Epoch: 4 Global Step: 83380 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:04,254-Speed 3281.67 samples/sec Loss 3.1229 LearningRate 0.0563 Epoch: 4 Global Step: 83390 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:07,348-Speed 3310.81 samples/sec Loss 3.1642 LearningRate 0.0563 Epoch: 4 Global Step: 83400 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:10,438-Speed 3315.04 samples/sec Loss 3.1200 LearningRate 0.0563 Epoch: 4 Global Step: 83410 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:13,528-Speed 3314.50 samples/sec Loss 3.1118 LearningRate 0.0563 Epoch: 4 Global Step: 83420 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:16,596-Speed 3338.96 samples/sec Loss 3.1412 LearningRate 0.0563 Epoch: 4 Global Step: 83430 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:19,683-Speed 3317.81 samples/sec Loss 3.0795 LearningRate 0.0563 Epoch: 4 Global Step: 83440 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:22,999-Speed 3088.87 samples/sec Loss 3.1298 LearningRate 0.0563 Epoch: 4 Global Step: 83450 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:54,904-Speed 320.97 samples/sec Loss 2.9027 LearningRate 0.0562 Epoch: 5 Global Step: 83460 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:02:58,103-Speed 3203.52 samples/sec Loss 2.6137 LearningRate 0.0562 Epoch: 5 Global Step: 83470 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:03:01,228-Speed 3277.15 samples/sec Loss 2.5527 LearningRate 0.0562 Epoch: 5 Global Step: 83480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:04,302-Speed 3331.97 samples/sec Loss 2.5371 LearningRate 0.0562 Epoch: 5 Global Step: 83490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:07,363-Speed 3346.84 samples/sec Loss 2.5277 LearningRate 0.0562 Epoch: 5 Global Step: 83500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:10,427-Speed 3343.07 samples/sec Loss 2.4628 LearningRate 0.0562 Epoch: 5 Global Step: 83510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:13,583-Speed 3245.39 samples/sec Loss 2.5224 LearningRate 0.0562 Epoch: 5 Global Step: 83520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:16,684-Speed 3302.56 samples/sec Loss 2.4828 LearningRate 0.0562 Epoch: 5 Global Step: 83530 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:19,800-Speed 3287.63 samples/sec Loss 2.5459 LearningRate 0.0562 Epoch: 5 Global Step: 83540 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:22,979-Speed 3222.05 samples/sec Loss 2.5820 LearningRate 0.0562 Epoch: 5 Global Step: 83550 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:26,215-Speed 3164.77 samples/sec Loss 2.5328 LearningRate 0.0562 Epoch: 5 Global Step: 83560 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:29,374-Speed 3242.69 samples/sec Loss 2.5891 LearningRate 0.0562 Epoch: 5 Global Step: 83570 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:32,670-Speed 3107.99 samples/sec Loss 2.5208 LearningRate 0.0562 Epoch: 5 Global Step: 83580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:03:35,774-Speed 3300.51 samples/sec Loss 2.4573 LearningRate 0.0562 Epoch: 5 Global Step: 83590 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:39,059-Speed 3118.12 samples/sec Loss 2.5347 LearningRate 0.0562 Epoch: 5 Global Step: 83600 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:42,438-Speed 3030.96 samples/sec Loss 2.5806 LearningRate 0.0562 Epoch: 5 Global Step: 83610 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:45,510-Speed 3335.08 samples/sec Loss 2.5592 LearningRate 0.0562 Epoch: 5 Global Step: 83620 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:48,586-Speed 3329.37 samples/sec Loss 2.5447 LearningRate 0.0562 Epoch: 5 Global Step: 83630 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:51,771-Speed 3215.92 samples/sec Loss 2.5501 LearningRate 0.0562 Epoch: 5 Global Step: 83640 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:54,975-Speed 3197.99 samples/sec Loss 2.4803 LearningRate 0.0562 Epoch: 5 Global Step: 83650 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:03:58,061-Speed 3318.63 samples/sec Loss 2.5335 LearningRate 0.0562 Epoch: 5 Global Step: 83660 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:04:01,147-Speed 3319.32 samples/sec Loss 2.4762 LearningRate 0.0562 Epoch: 5 Global Step: 83670 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:04:04,294-Speed 3254.36 samples/sec Loss 2.4914 LearningRate 0.0561 Epoch: 5 Global Step: 83680 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:04:07,374-Speed 3325.46 samples/sec Loss 2.5667 LearningRate 0.0561 Epoch: 5 Global Step: 83690 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:04:10,487-Speed 3291.02 samples/sec Loss 2.4862 LearningRate 0.0561 Epoch: 5 Global Step: 83700 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:04:13,637-Speed 3251.21 samples/sec Loss 2.5161 LearningRate 0.0561 Epoch: 5 Global Step: 83710 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:04:16,891-Speed 3148.19 samples/sec Loss 2.5247 LearningRate 0.0561 Epoch: 5 Global Step: 83720 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:04:20,011-Speed 3283.37 samples/sec Loss 2.4276 LearningRate 0.0561 Epoch: 5 Global Step: 83730 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:04:23,153-Speed 3260.28 samples/sec Loss 2.5588 LearningRate 0.0561 Epoch: 5 Global Step: 83740 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:04:26,260-Speed 3295.76 samples/sec Loss 2.5758 LearningRate 0.0561 Epoch: 5 Global Step: 83750 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:04:29,345-Speed 3321.21 samples/sec Loss 2.5659 LearningRate 0.0561 Epoch: 5 Global Step: 83760 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:04:32,515-Speed 3230.34 samples/sec Loss 2.5124 LearningRate 0.0561 Epoch: 5 Global Step: 83770 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:35,635-Speed 3283.57 samples/sec Loss 2.5534 LearningRate 0.0561 Epoch: 5 Global Step: 83780 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:38,723-Speed 3316.32 samples/sec Loss 2.5261 LearningRate 0.0561 Epoch: 5 Global Step: 83790 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:41,797-Speed 3331.86 samples/sec Loss 2.5615 LearningRate 0.0561 Epoch: 5 Global Step: 83800 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:44,969-Speed 3229.74 samples/sec Loss 2.5729 LearningRate 0.0561 Epoch: 5 Global Step: 83810 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:48,201-Speed 3168.85 samples/sec Loss 2.5392 LearningRate 0.0561 Epoch: 5 Global Step: 83820 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:51,349-Speed 3254.70 samples/sec Loss 2.5870 LearningRate 0.0561 Epoch: 5 Global Step: 83830 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:54,432-Speed 3321.82 samples/sec Loss 2.5285 LearningRate 0.0561 Epoch: 5 Global Step: 83840 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:04:57,527-Speed 3309.67 samples/sec Loss 2.5839 LearningRate 0.0561 Epoch: 5 Global Step: 83850 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:05:00,622-Speed 3309.30 samples/sec Loss 2.5572 LearningRate 0.0561 Epoch: 5 Global Step: 83860 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:05:03,703-Speed 3324.82 samples/sec Loss 2.6006 LearningRate 0.0561 Epoch: 5 Global Step: 83870 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:06,773-Speed 3336.29 samples/sec Loss 2.5813 LearningRate 0.0561 Epoch: 5 Global Step: 83880 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:09,841-Speed 3339.05 samples/sec Loss 2.6118 LearningRate 0.0561 Epoch: 5 Global Step: 83890 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:12,919-Speed 3327.97 samples/sec Loss 2.6040 LearningRate 0.0561 Epoch: 5 Global Step: 83900 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:16,002-Speed 3321.69 samples/sec Loss 2.5574 LearningRate 0.0560 Epoch: 5 Global Step: 83910 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:19,094-Speed 3312.73 samples/sec Loss 2.6374 LearningRate 0.0560 Epoch: 5 Global Step: 83920 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:22,168-Speed 3332.15 samples/sec Loss 2.5506 LearningRate 0.0560 Epoch: 5 Global Step: 83930 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:25,291-Speed 3279.90 samples/sec Loss 2.5493 LearningRate 0.0560 Epoch: 5 Global Step: 83940 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:28,367-Speed 3330.17 samples/sec Loss 2.5320 LearningRate 0.0560 Epoch: 5 Global Step: 83950 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:31,440-Speed 3332.20 samples/sec Loss 2.5720 LearningRate 0.0560 Epoch: 5 Global Step: 83960 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:05:34,629-Speed 3212.47 samples/sec Loss 2.5395 LearningRate 0.0560 Epoch: 5 Global Step: 83970 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:05:37,863-Speed 3166.83 samples/sec Loss 2.6372 LearningRate 0.0560 Epoch: 5 Global Step: 83980 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:05:41,106-Speed 3158.28 samples/sec Loss 2.5727 LearningRate 0.0560 Epoch: 5 Global Step: 83990 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:05:44,182-Speed 3330.53 samples/sec Loss 2.5729 LearningRate 0.0560 Epoch: 5 Global Step: 84000 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:06:28,194-[lfw][84000]XNorm: 24.065116 Training: 2022-04-11 08:06:28,194-[lfw][84000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 08:06:28,195-[lfw][84000]Accuracy-Highest: 0.99817 Training: 2022-04-11 08:07:19,236-[cfp_fp][84000]XNorm: 22.576386 Training: 2022-04-11 08:07:19,237-[cfp_fp][84000]Accuracy-Flip: 0.98557+-0.00529 Training: 2022-04-11 08:07:19,237-[cfp_fp][84000]Accuracy-Highest: 0.98557 Training: 2022-04-11 08:08:03,124-[agedb_30][84000]XNorm: 24.211899 Training: 2022-04-11 08:08:03,124-[agedb_30][84000]Accuracy-Flip: 0.98167+-0.00753 Training: 2022-04-11 08:08:03,125-[agedb_30][84000]Accuracy-Highest: 0.98167 Training: 2022-04-11 08:08:06,245-Speed 72.08 samples/sec Loss 2.6176 LearningRate 0.0560 Epoch: 5 Global Step: 84010 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:08:09,287-Speed 3366.85 samples/sec Loss 2.5742 LearningRate 0.0560 Epoch: 5 Global Step: 84020 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:12,339-Speed 3356.03 samples/sec Loss 2.5719 LearningRate 0.0560 Epoch: 5 Global Step: 84030 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:15,397-Speed 3348.88 samples/sec Loss 2.5800 LearningRate 0.0560 Epoch: 5 Global Step: 84040 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:18,449-Speed 3356.51 samples/sec Loss 2.5787 LearningRate 0.0560 Epoch: 5 Global Step: 84050 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:21,511-Speed 3344.69 samples/sec Loss 2.6088 LearningRate 0.0560 Epoch: 5 Global Step: 84060 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:24,565-Speed 3353.84 samples/sec Loss 2.6119 LearningRate 0.0560 Epoch: 5 Global Step: 84070 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:27,638-Speed 3333.84 samples/sec Loss 2.5846 LearningRate 0.0560 Epoch: 5 Global Step: 84080 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:30,731-Speed 3311.87 samples/sec Loss 2.6348 LearningRate 0.0560 Epoch: 5 Global Step: 84090 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:33,863-Speed 3270.65 samples/sec Loss 2.5673 LearningRate 0.0560 Epoch: 5 Global Step: 84100 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:36,929-Speed 3340.60 samples/sec Loss 2.6020 LearningRate 0.0560 Epoch: 5 Global Step: 84110 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:08:40,012-Speed 3322.21 samples/sec Loss 2.5163 LearningRate 0.0560 Epoch: 5 Global Step: 84120 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:08:43,077-Speed 3342.21 samples/sec Loss 2.6385 LearningRate 0.0559 Epoch: 5 Global Step: 84130 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:08:46,165-Speed 3317.61 samples/sec Loss 2.6684 LearningRate 0.0559 Epoch: 5 Global Step: 84140 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:08:49,243-Speed 3327.86 samples/sec Loss 2.6114 LearningRate 0.0559 Epoch: 5 Global Step: 84150 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:08:52,332-Speed 3315.25 samples/sec Loss 2.6346 LearningRate 0.0559 Epoch: 5 Global Step: 84160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:08:55,396-Speed 3343.40 samples/sec Loss 2.6324 LearningRate 0.0559 Epoch: 5 Global Step: 84170 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:08:58,471-Speed 3330.69 samples/sec Loss 2.5416 LearningRate 0.0559 Epoch: 5 Global Step: 84180 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:01,553-Speed 3323.06 samples/sec Loss 2.6079 LearningRate 0.0559 Epoch: 5 Global Step: 84190 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:04,667-Speed 3289.67 samples/sec Loss 2.6542 LearningRate 0.0559 Epoch: 5 Global Step: 84200 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:07,825-Speed 3243.62 samples/sec Loss 2.6061 LearningRate 0.0559 Epoch: 5 Global Step: 84210 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:11,029-Speed 3196.39 samples/sec Loss 2.5776 LearningRate 0.0559 Epoch: 5 Global Step: 84220 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:14,110-Speed 3324.50 samples/sec Loss 2.6181 LearningRate 0.0559 Epoch: 5 Global Step: 84230 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:17,253-Speed 3259.39 samples/sec Loss 2.5896 LearningRate 0.0559 Epoch: 5 Global Step: 84240 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:20,377-Speed 3278.01 samples/sec Loss 2.5984 LearningRate 0.0559 Epoch: 5 Global Step: 84250 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:23,463-Speed 3320.15 samples/sec Loss 2.6011 LearningRate 0.0559 Epoch: 5 Global Step: 84260 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:26,529-Speed 3341.07 samples/sec Loss 2.6554 LearningRate 0.0559 Epoch: 5 Global Step: 84270 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:29,637-Speed 3295.67 samples/sec Loss 2.6073 LearningRate 0.0559 Epoch: 5 Global Step: 84280 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:32,763-Speed 3276.19 samples/sec Loss 2.6325 LearningRate 0.0559 Epoch: 5 Global Step: 84290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:35,858-Speed 3309.50 samples/sec Loss 2.6363 LearningRate 0.0559 Epoch: 5 Global Step: 84300 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:38,939-Speed 3325.14 samples/sec Loss 2.6505 LearningRate 0.0559 Epoch: 5 Global Step: 84310 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:42,016-Speed 3327.98 samples/sec Loss 2.6146 LearningRate 0.0559 Epoch: 5 Global Step: 84320 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:09:45,087-Speed 3335.29 samples/sec Loss 2.6198 LearningRate 0.0559 Epoch: 5 Global Step: 84330 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:09:48,158-Speed 3335.39 samples/sec Loss 2.5594 LearningRate 0.0559 Epoch: 5 Global Step: 84340 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:09:51,224-Speed 3340.94 samples/sec Loss 2.6018 LearningRate 0.0558 Epoch: 5 Global Step: 84350 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:09:54,306-Speed 3323.26 samples/sec Loss 2.6221 LearningRate 0.0558 Epoch: 5 Global Step: 84360 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:09:57,432-Speed 3276.19 samples/sec Loss 2.6350 LearningRate 0.0558 Epoch: 5 Global Step: 84370 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:00,543-Speed 3293.40 samples/sec Loss 2.6004 LearningRate 0.0558 Epoch: 5 Global Step: 84380 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:03,611-Speed 3338.02 samples/sec Loss 2.6581 LearningRate 0.0558 Epoch: 5 Global Step: 84390 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:06,727-Speed 3286.87 samples/sec Loss 2.6110 LearningRate 0.0558 Epoch: 5 Global Step: 84400 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:09,935-Speed 3192.64 samples/sec Loss 2.5613 LearningRate 0.0558 Epoch: 5 Global Step: 84410 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:12,993-Speed 3349.62 samples/sec Loss 2.5955 LearningRate 0.0558 Epoch: 5 Global Step: 84420 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:16,056-Speed 3343.53 samples/sec Loss 2.6568 LearningRate 0.0558 Epoch: 5 Global Step: 84430 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:10:19,113-Speed 3351.04 samples/sec Loss 2.6218 LearningRate 0.0558 Epoch: 5 Global Step: 84440 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:10:22,176-Speed 3343.87 samples/sec Loss 2.6866 LearningRate 0.0558 Epoch: 5 Global Step: 84450 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:10:25,225-Speed 3358.80 samples/sec Loss 2.6624 LearningRate 0.0558 Epoch: 5 Global Step: 84460 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:28,283-Speed 3350.06 samples/sec Loss 2.6740 LearningRate 0.0558 Epoch: 5 Global Step: 84470 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:31,376-Speed 3311.48 samples/sec Loss 2.6195 LearningRate 0.0558 Epoch: 5 Global Step: 84480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:34,469-Speed 3311.18 samples/sec Loss 2.6453 LearningRate 0.0558 Epoch: 5 Global Step: 84490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:37,535-Speed 3340.64 samples/sec Loss 2.6431 LearningRate 0.0558 Epoch: 5 Global Step: 84500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:40,715-Speed 3220.76 samples/sec Loss 2.7415 LearningRate 0.0558 Epoch: 5 Global Step: 84510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:43,904-Speed 3212.64 samples/sec Loss 2.6514 LearningRate 0.0558 Epoch: 5 Global Step: 84520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:47,056-Speed 3248.86 samples/sec Loss 2.6382 LearningRate 0.0558 Epoch: 5 Global Step: 84530 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:50,119-Speed 3344.23 samples/sec Loss 2.5716 LearningRate 0.0558 Epoch: 5 Global Step: 84540 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:53,181-Speed 3345.21 samples/sec Loss 2.7139 LearningRate 0.0558 Epoch: 5 Global Step: 84550 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:10:56,242-Speed 3346.09 samples/sec Loss 2.6186 LearningRate 0.0558 Epoch: 5 Global Step: 84560 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:10:59,300-Speed 3349.77 samples/sec Loss 2.7165 LearningRate 0.0558 Epoch: 5 Global Step: 84570 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:02,355-Speed 3352.80 samples/sec Loss 2.5838 LearningRate 0.0557 Epoch: 5 Global Step: 84580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:05,435-Speed 3325.53 samples/sec Loss 2.6519 LearningRate 0.0557 Epoch: 5 Global Step: 84590 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:08,540-Speed 3299.26 samples/sec Loss 2.6974 LearningRate 0.0557 Epoch: 5 Global Step: 84600 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:11,595-Speed 3352.42 samples/sec Loss 2.6814 LearningRate 0.0557 Epoch: 5 Global Step: 84610 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:14,659-Speed 3342.02 samples/sec Loss 2.6691 LearningRate 0.0557 Epoch: 5 Global Step: 84620 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:18,653-Speed 2564.69 samples/sec Loss 2.6750 LearningRate 0.0557 Epoch: 5 Global Step: 84630 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:21,713-Speed 3347.02 samples/sec Loss 2.7042 LearningRate 0.0557 Epoch: 5 Global Step: 84640 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:24,775-Speed 3344.75 samples/sec Loss 2.6655 LearningRate 0.0557 Epoch: 5 Global Step: 84650 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:27,874-Speed 3306.17 samples/sec Loss 2.5471 LearningRate 0.0557 Epoch: 5 Global Step: 84660 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:11:31,000-Speed 3278.30 samples/sec Loss 2.6292 LearningRate 0.0557 Epoch: 5 Global Step: 84670 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:11:34,175-Speed 3226.30 samples/sec Loss 2.6143 LearningRate 0.0557 Epoch: 5 Global Step: 84680 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:37,309-Speed 3268.63 samples/sec Loss 2.6635 LearningRate 0.0557 Epoch: 5 Global Step: 84690 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:40,444-Speed 3267.74 samples/sec Loss 2.6324 LearningRate 0.0557 Epoch: 5 Global Step: 84700 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:43,554-Speed 3293.47 samples/sec Loss 2.6342 LearningRate 0.0557 Epoch: 5 Global Step: 84710 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:46,616-Speed 3345.04 samples/sec Loss 2.6535 LearningRate 0.0557 Epoch: 5 Global Step: 84720 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:49,741-Speed 3278.17 samples/sec Loss 2.7321 LearningRate 0.0557 Epoch: 5 Global Step: 84730 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:52,798-Speed 3351.47 samples/sec Loss 2.7836 LearningRate 0.0557 Epoch: 5 Global Step: 84740 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:55,878-Speed 3325.53 samples/sec Loss 2.6411 LearningRate 0.0557 Epoch: 5 Global Step: 84750 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:11:59,068-Speed 3211.15 samples/sec Loss 2.7020 LearningRate 0.0557 Epoch: 5 Global Step: 84760 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:12:02,131-Speed 3345.04 samples/sec Loss 2.6971 LearningRate 0.0557 Epoch: 5 Global Step: 84770 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:12:05,167-Speed 3373.57 samples/sec Loss 2.7124 LearningRate 0.0557 Epoch: 5 Global Step: 84780 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:08,267-Speed 3304.57 samples/sec Loss 2.6815 LearningRate 0.0557 Epoch: 5 Global Step: 84790 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:11,376-Speed 3294.69 samples/sec Loss 2.6728 LearningRate 0.0556 Epoch: 5 Global Step: 84800 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:14,470-Speed 3311.10 samples/sec Loss 2.6832 LearningRate 0.0556 Epoch: 5 Global Step: 84810 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:17,546-Speed 3330.55 samples/sec Loss 2.6893 LearningRate 0.0556 Epoch: 5 Global Step: 84820 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:20,666-Speed 3282.84 samples/sec Loss 2.7039 LearningRate 0.0556 Epoch: 5 Global Step: 84830 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:23,890-Speed 3177.13 samples/sec Loss 2.6455 LearningRate 0.0556 Epoch: 5 Global Step: 84840 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:26,988-Speed 3306.73 samples/sec Loss 2.7144 LearningRate 0.0556 Epoch: 5 Global Step: 84850 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:30,057-Speed 3337.29 samples/sec Loss 2.6966 LearningRate 0.0556 Epoch: 5 Global Step: 84860 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:33,191-Speed 3269.38 samples/sec Loss 2.7138 LearningRate 0.0556 Epoch: 5 Global Step: 84870 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:36,291-Speed 3303.21 samples/sec Loss 2.7152 LearningRate 0.0556 Epoch: 5 Global Step: 84880 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:12:39,437-Speed 3256.67 samples/sec Loss 2.6850 LearningRate 0.0556 Epoch: 5 Global Step: 84890 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:12:42,570-Speed 3269.50 samples/sec Loss 2.7636 LearningRate 0.0556 Epoch: 5 Global Step: 84900 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:12:45,632-Speed 3345.44 samples/sec Loss 2.6034 LearningRate 0.0556 Epoch: 5 Global Step: 84910 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:48,744-Speed 3291.50 samples/sec Loss 2.7109 LearningRate 0.0556 Epoch: 5 Global Step: 84920 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:51,839-Speed 3310.58 samples/sec Loss 2.7258 LearningRate 0.0556 Epoch: 5 Global Step: 84930 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:54,935-Speed 3307.73 samples/sec Loss 2.6931 LearningRate 0.0556 Epoch: 5 Global Step: 84940 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:12:58,026-Speed 3314.80 samples/sec Loss 2.7243 LearningRate 0.0556 Epoch: 5 Global Step: 84950 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:13:01,186-Speed 3242.05 samples/sec Loss 2.6895 LearningRate 0.0556 Epoch: 5 Global Step: 84960 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:13:04,274-Speed 3316.35 samples/sec Loss 2.7207 LearningRate 0.0556 Epoch: 5 Global Step: 84970 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:13:07,347-Speed 3333.94 samples/sec Loss 2.7949 LearningRate 0.0556 Epoch: 5 Global Step: 84980 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:13:10,432-Speed 3320.67 samples/sec Loss 2.6839 LearningRate 0.0556 Epoch: 5 Global Step: 84990 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:13:13,497-Speed 3342.50 samples/sec Loss 2.7870 LearningRate 0.0556 Epoch: 5 Global Step: 85000 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:13:16,558-Speed 3345.77 samples/sec Loss 2.7082 LearningRate 0.0556 Epoch: 5 Global Step: 85010 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:19,674-Speed 3287.52 samples/sec Loss 2.7022 LearningRate 0.0555 Epoch: 5 Global Step: 85020 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:22,756-Speed 3324.41 samples/sec Loss 2.7099 LearningRate 0.0555 Epoch: 5 Global Step: 85030 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:25,862-Speed 3298.14 samples/sec Loss 2.7089 LearningRate 0.0555 Epoch: 5 Global Step: 85040 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:29,070-Speed 3192.84 samples/sec Loss 2.7207 LearningRate 0.0555 Epoch: 5 Global Step: 85050 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:32,208-Speed 3264.80 samples/sec Loss 2.7262 LearningRate 0.0555 Epoch: 5 Global Step: 85060 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:35,292-Speed 3321.84 samples/sec Loss 2.7101 LearningRate 0.0555 Epoch: 5 Global Step: 85070 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:38,383-Speed 3315.33 samples/sec Loss 2.7406 LearningRate 0.0555 Epoch: 5 Global Step: 85080 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:41,550-Speed 3233.93 samples/sec Loss 2.6170 LearningRate 0.0555 Epoch: 5 Global Step: 85090 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:44,627-Speed 3329.62 samples/sec Loss 2.7189 LearningRate 0.0555 Epoch: 5 Global Step: 85100 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:47,806-Speed 3222.76 samples/sec Loss 2.6757 LearningRate 0.0555 Epoch: 5 Global Step: 85110 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:13:50,927-Speed 3281.83 samples/sec Loss 2.7672 LearningRate 0.0555 Epoch: 5 Global Step: 85120 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:54,089-Speed 3239.53 samples/sec Loss 2.8677 LearningRate 0.0555 Epoch: 5 Global Step: 85130 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:13:57,229-Speed 3261.94 samples/sec Loss 2.7471 LearningRate 0.0555 Epoch: 5 Global Step: 85140 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:00,327-Speed 3306.52 samples/sec Loss 2.6947 LearningRate 0.0555 Epoch: 5 Global Step: 85150 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:03,482-Speed 3247.12 samples/sec Loss 2.7554 LearningRate 0.0555 Epoch: 5 Global Step: 85160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:06,600-Speed 3285.26 samples/sec Loss 2.7356 LearningRate 0.0555 Epoch: 5 Global Step: 85170 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:09,743-Speed 3260.23 samples/sec Loss 2.6858 LearningRate 0.0555 Epoch: 5 Global Step: 85180 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:12,865-Speed 3280.53 samples/sec Loss 2.7022 LearningRate 0.0555 Epoch: 5 Global Step: 85190 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:15,984-Speed 3283.95 samples/sec Loss 2.6756 LearningRate 0.0555 Epoch: 5 Global Step: 85200 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:19,127-Speed 3259.68 samples/sec Loss 2.7824 LearningRate 0.0555 Epoch: 5 Global Step: 85210 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:22,297-Speed 3231.97 samples/sec Loss 2.7541 LearningRate 0.0555 Epoch: 5 Global Step: 85220 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:14:25,443-Speed 3255.97 samples/sec Loss 2.7145 LearningRate 0.0555 Epoch: 5 Global Step: 85230 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:28,672-Speed 3172.40 samples/sec Loss 2.6604 LearningRate 0.0555 Epoch: 5 Global Step: 85240 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:31,828-Speed 3246.00 samples/sec Loss 2.6677 LearningRate 0.0554 Epoch: 5 Global Step: 85250 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:34,892-Speed 3343.44 samples/sec Loss 2.6812 LearningRate 0.0554 Epoch: 5 Global Step: 85260 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:37,989-Speed 3306.99 samples/sec Loss 2.7567 LearningRate 0.0554 Epoch: 5 Global Step: 85270 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:41,093-Speed 3300.41 samples/sec Loss 2.8013 LearningRate 0.0554 Epoch: 5 Global Step: 85280 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:44,178-Speed 3320.41 samples/sec Loss 2.7523 LearningRate 0.0554 Epoch: 5 Global Step: 85290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:47,277-Speed 3305.47 samples/sec Loss 2.7506 LearningRate 0.0554 Epoch: 5 Global Step: 85300 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:50,393-Speed 3286.84 samples/sec Loss 2.7574 LearningRate 0.0554 Epoch: 5 Global Step: 85310 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:53,522-Speed 3273.46 samples/sec Loss 2.6798 LearningRate 0.0554 Epoch: 5 Global Step: 85320 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:56,656-Speed 3267.88 samples/sec Loss 2.7044 LearningRate 0.0554 Epoch: 5 Global Step: 85330 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:14:59,751-Speed 3310.09 samples/sec Loss 2.7265 LearningRate 0.0554 Epoch: 5 Global Step: 85340 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:02,870-Speed 3283.98 samples/sec Loss 2.7213 LearningRate 0.0554 Epoch: 5 Global Step: 85350 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:06,008-Speed 3264.33 samples/sec Loss 2.7824 LearningRate 0.0554 Epoch: 5 Global Step: 85360 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:09,105-Speed 3307.17 samples/sec Loss 2.7216 LearningRate 0.0554 Epoch: 5 Global Step: 85370 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:12,189-Speed 3322.72 samples/sec Loss 2.6988 LearningRate 0.0554 Epoch: 5 Global Step: 85380 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:15,378-Speed 3211.40 samples/sec Loss 2.7091 LearningRate 0.0554 Epoch: 5 Global Step: 85390 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:18,471-Speed 3311.88 samples/sec Loss 2.6847 LearningRate 0.0554 Epoch: 5 Global Step: 85400 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:21,542-Speed 3335.96 samples/sec Loss 2.7059 LearningRate 0.0554 Epoch: 5 Global Step: 85410 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:24,631-Speed 3316.09 samples/sec Loss 2.7352 LearningRate 0.0554 Epoch: 5 Global Step: 85420 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:27,687-Speed 3352.42 samples/sec Loss 2.7384 LearningRate 0.0554 Epoch: 5 Global Step: 85430 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:30,825-Speed 3265.30 samples/sec Loss 2.7079 LearningRate 0.0554 Epoch: 5 Global Step: 85440 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:33,940-Speed 3287.83 samples/sec Loss 2.6945 LearningRate 0.0554 Epoch: 5 Global Step: 85450 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:37,040-Speed 3304.60 samples/sec Loss 2.7528 LearningRate 0.0554 Epoch: 5 Global Step: 85460 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:40,117-Speed 3329.06 samples/sec Loss 2.7516 LearningRate 0.0553 Epoch: 5 Global Step: 85470 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:43,182-Speed 3342.14 samples/sec Loss 2.7088 LearningRate 0.0553 Epoch: 5 Global Step: 85480 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:46,306-Speed 3278.78 samples/sec Loss 2.7541 LearningRate 0.0553 Epoch: 5 Global Step: 85490 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:49,409-Speed 3301.46 samples/sec Loss 2.6730 LearningRate 0.0553 Epoch: 5 Global Step: 85500 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:15:52,498-Speed 3316.97 samples/sec Loss 2.7159 LearningRate 0.0553 Epoch: 5 Global Step: 85510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:15:55,671-Speed 3227.71 samples/sec Loss 2.7101 LearningRate 0.0553 Epoch: 5 Global Step: 85520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:15:58,848-Speed 3224.93 samples/sec Loss 2.7429 LearningRate 0.0553 Epoch: 5 Global Step: 85530 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:01,987-Speed 3262.91 samples/sec Loss 2.7237 LearningRate 0.0553 Epoch: 5 Global Step: 85540 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:05,092-Speed 3298.56 samples/sec Loss 2.6678 LearningRate 0.0553 Epoch: 5 Global Step: 85550 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:08,178-Speed 3319.32 samples/sec Loss 2.7867 LearningRate 0.0553 Epoch: 5 Global Step: 85560 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:11,246-Speed 3339.28 samples/sec Loss 2.7317 LearningRate 0.0553 Epoch: 5 Global Step: 85570 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:14,381-Speed 3267.38 samples/sec Loss 2.7464 LearningRate 0.0553 Epoch: 5 Global Step: 85580 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:17,455-Speed 3331.47 samples/sec Loss 2.7278 LearningRate 0.0553 Epoch: 5 Global Step: 85590 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:20,539-Speed 3321.76 samples/sec Loss 2.7368 LearningRate 0.0553 Epoch: 5 Global Step: 85600 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:23,614-Speed 3331.13 samples/sec Loss 2.7736 LearningRate 0.0553 Epoch: 5 Global Step: 85610 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:26,774-Speed 3240.78 samples/sec Loss 2.7418 LearningRate 0.0553 Epoch: 5 Global Step: 85620 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:29,890-Speed 3287.56 samples/sec Loss 2.7411 LearningRate 0.0553 Epoch: 5 Global Step: 85630 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:32,952-Speed 3345.29 samples/sec Loss 2.6735 LearningRate 0.0553 Epoch: 5 Global Step: 85640 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:36,066-Speed 3289.72 samples/sec Loss 2.7230 LearningRate 0.0553 Epoch: 5 Global Step: 85650 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:39,188-Speed 3280.60 samples/sec Loss 2.7393 LearningRate 0.0553 Epoch: 5 Global Step: 85660 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:42,290-Speed 3301.23 samples/sec Loss 2.7630 LearningRate 0.0553 Epoch: 5 Global Step: 85670 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:16:45,403-Speed 3290.84 samples/sec Loss 2.7639 LearningRate 0.0553 Epoch: 5 Global Step: 85680 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:48,521-Speed 3285.56 samples/sec Loss 2.7926 LearningRate 0.0553 Epoch: 5 Global Step: 85690 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:51,704-Speed 3217.25 samples/sec Loss 2.7880 LearningRate 0.0552 Epoch: 5 Global Step: 85700 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:54,869-Speed 3236.24 samples/sec Loss 2.7459 LearningRate 0.0552 Epoch: 5 Global Step: 85710 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:16:58,032-Speed 3239.06 samples/sec Loss 2.8350 LearningRate 0.0552 Epoch: 5 Global Step: 85720 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:01,090-Speed 3349.17 samples/sec Loss 2.7712 LearningRate 0.0552 Epoch: 5 Global Step: 85730 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:04,155-Speed 3340.91 samples/sec Loss 2.7429 LearningRate 0.0552 Epoch: 5 Global Step: 85740 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:07,224-Speed 3338.18 samples/sec Loss 2.7441 LearningRate 0.0552 Epoch: 5 Global Step: 85750 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:10,306-Speed 3322.98 samples/sec Loss 2.7997 LearningRate 0.0552 Epoch: 5 Global Step: 85760 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:13,407-Speed 3303.15 samples/sec Loss 2.7436 LearningRate 0.0552 Epoch: 5 Global Step: 85770 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:16,465-Speed 3349.88 samples/sec Loss 2.6409 LearningRate 0.0552 Epoch: 5 Global Step: 85780 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:19,551-Speed 3319.42 samples/sec Loss 2.7951 LearningRate 0.0552 Epoch: 5 Global Step: 85790 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:22,623-Speed 3334.28 samples/sec Loss 2.7143 LearningRate 0.0552 Epoch: 5 Global Step: 85800 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:25,688-Speed 3341.41 samples/sec Loss 2.7264 LearningRate 0.0552 Epoch: 5 Global Step: 85810 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:28,788-Speed 3304.72 samples/sec Loss 2.7524 LearningRate 0.0552 Epoch: 5 Global Step: 85820 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:31,856-Speed 3338.06 samples/sec Loss 2.7909 LearningRate 0.0552 Epoch: 5 Global Step: 85830 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:34,926-Speed 3337.06 samples/sec Loss 2.7874 LearningRate 0.0552 Epoch: 5 Global Step: 85840 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:38,096-Speed 3230.24 samples/sec Loss 2.8486 LearningRate 0.0552 Epoch: 5 Global Step: 85850 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:41,254-Speed 3243.85 samples/sec Loss 2.7685 LearningRate 0.0552 Epoch: 5 Global Step: 85860 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:44,434-Speed 3220.80 samples/sec Loss 2.7658 LearningRate 0.0552 Epoch: 5 Global Step: 85870 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:17:47,596-Speed 3239.26 samples/sec Loss 2.7246 LearningRate 0.0552 Epoch: 5 Global Step: 85880 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:17:50,659-Speed 3344.27 samples/sec Loss 2.7072 LearningRate 0.0552 Epoch: 5 Global Step: 85890 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:17:53,825-Speed 3235.57 samples/sec Loss 2.6839 LearningRate 0.0552 Epoch: 5 Global Step: 85900 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:17:56,932-Speed 3296.51 samples/sec Loss 2.7181 LearningRate 0.0552 Epoch: 5 Global Step: 85910 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:00,005-Speed 3332.68 samples/sec Loss 2.7961 LearningRate 0.0551 Epoch: 5 Global Step: 85920 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:03,110-Speed 3298.82 samples/sec Loss 2.7563 LearningRate 0.0551 Epoch: 5 Global Step: 85930 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:06,181-Speed 3336.25 samples/sec Loss 2.6914 LearningRate 0.0551 Epoch: 5 Global Step: 85940 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:09,244-Speed 3343.87 samples/sec Loss 2.7179 LearningRate 0.0551 Epoch: 5 Global Step: 85950 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:12,330-Speed 3318.45 samples/sec Loss 2.8368 LearningRate 0.0551 Epoch: 5 Global Step: 85960 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:15,392-Speed 3345.05 samples/sec Loss 2.7821 LearningRate 0.0551 Epoch: 5 Global Step: 85970 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:18,453-Speed 3346.17 samples/sec Loss 2.7086 LearningRate 0.0551 Epoch: 5 Global Step: 85980 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:18:21,504-Speed 3357.04 samples/sec Loss 2.7399 LearningRate 0.0551 Epoch: 5 Global Step: 85990 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:18:24,667-Speed 3239.55 samples/sec Loss 2.7749 LearningRate 0.0551 Epoch: 5 Global Step: 86000 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:19:09,866-[lfw][86000]XNorm: 22.121675 Training: 2022-04-11 08:19:09,866-[lfw][86000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 08:19:09,867-[lfw][86000]Accuracy-Highest: 0.99817 Training: 2022-04-11 08:20:01,431-[cfp_fp][86000]XNorm: 20.686443 Training: 2022-04-11 08:20:01,432-[cfp_fp][86000]Accuracy-Flip: 0.98471+-0.00491 Training: 2022-04-11 08:20:01,433-[cfp_fp][86000]Accuracy-Highest: 0.98557 Training: 2022-04-11 08:20:45,668-[agedb_30][86000]XNorm: 22.060804 Training: 2022-04-11 08:20:45,669-[agedb_30][86000]Accuracy-Flip: 0.97917+-0.00779 Training: 2022-04-11 08:20:45,669-[agedb_30][86000]Accuracy-Highest: 0.98167 Training: 2022-04-11 08:20:48,747-Speed 71.07 samples/sec Loss 2.7539 LearningRate 0.0551 Epoch: 5 Global Step: 86010 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:20:51,802-Speed 3352.41 samples/sec Loss 2.7873 LearningRate 0.0551 Epoch: 5 Global Step: 86020 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:20:54,855-Speed 3355.72 samples/sec Loss 2.8030 LearningRate 0.0551 Epoch: 5 Global Step: 86030 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:20:57,963-Speed 3296.07 samples/sec Loss 2.8711 LearningRate 0.0551 Epoch: 5 Global Step: 86040 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:21:01,068-Speed 3298.29 samples/sec Loss 2.8131 LearningRate 0.0551 Epoch: 5 Global Step: 86050 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:21:04,113-Speed 3363.97 samples/sec Loss 2.7641 LearningRate 0.0551 Epoch: 5 Global Step: 86060 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:07,190-Speed 3328.24 samples/sec Loss 2.7497 LearningRate 0.0551 Epoch: 5 Global Step: 86070 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:10,254-Speed 3344.10 samples/sec Loss 2.7669 LearningRate 0.0551 Epoch: 5 Global Step: 86080 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:13,325-Speed 3335.31 samples/sec Loss 2.7119 LearningRate 0.0551 Epoch: 5 Global Step: 86090 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:16,490-Speed 3235.57 samples/sec Loss 2.7545 LearningRate 0.0551 Epoch: 5 Global Step: 86100 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:19,558-Speed 3338.56 samples/sec Loss 2.8207 LearningRate 0.0551 Epoch: 5 Global Step: 86110 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:22,688-Speed 3272.07 samples/sec Loss 2.7246 LearningRate 0.0551 Epoch: 5 Global Step: 86120 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:25,773-Speed 3319.87 samples/sec Loss 2.8466 LearningRate 0.0551 Epoch: 5 Global Step: 86130 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:28,851-Speed 3328.89 samples/sec Loss 2.7357 LearningRate 0.0550 Epoch: 5 Global Step: 86140 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:31,924-Speed 3333.54 samples/sec Loss 2.7613 LearningRate 0.0550 Epoch: 5 Global Step: 86150 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:34,994-Speed 3335.76 samples/sec Loss 2.7612 LearningRate 0.0550 Epoch: 5 Global Step: 86160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:21:38,063-Speed 3337.15 samples/sec Loss 2.7020 LearningRate 0.0550 Epoch: 5 Global Step: 86170 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:21:41,123-Speed 3347.82 samples/sec Loss 2.7450 LearningRate 0.0550 Epoch: 5 Global Step: 86180 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:44,197-Speed 3332.26 samples/sec Loss 2.8324 LearningRate 0.0550 Epoch: 5 Global Step: 86190 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:47,294-Speed 3307.08 samples/sec Loss 2.7143 LearningRate 0.0550 Epoch: 5 Global Step: 86200 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:50,371-Speed 3328.50 samples/sec Loss 2.7317 LearningRate 0.0550 Epoch: 5 Global Step: 86210 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:53,470-Speed 3305.12 samples/sec Loss 2.7402 LearningRate 0.0550 Epoch: 5 Global Step: 86220 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:56,579-Speed 3304.13 samples/sec Loss 2.7670 LearningRate 0.0550 Epoch: 5 Global Step: 86230 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:21:59,656-Speed 3328.22 samples/sec Loss 2.8559 LearningRate 0.0550 Epoch: 5 Global Step: 86240 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:02,741-Speed 3320.60 samples/sec Loss 2.8103 LearningRate 0.0550 Epoch: 5 Global Step: 86250 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:05,867-Speed 3276.15 samples/sec Loss 2.7998 LearningRate 0.0550 Epoch: 5 Global Step: 86260 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:08,947-Speed 3327.50 samples/sec Loss 2.7463 LearningRate 0.0550 Epoch: 5 Global Step: 86270 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:12,013-Speed 3341.03 samples/sec Loss 2.7115 LearningRate 0.0550 Epoch: 5 Global Step: 86280 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:22:15,131-Speed 3285.71 samples/sec Loss 2.7212 LearningRate 0.0550 Epoch: 5 Global Step: 86290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:22:18,207-Speed 3330.52 samples/sec Loss 2.8438 LearningRate 0.0550 Epoch: 5 Global Step: 86300 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:22:21,281-Speed 3331.69 samples/sec Loss 2.8208 LearningRate 0.0550 Epoch: 5 Global Step: 86310 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:22:24,345-Speed 3342.58 samples/sec Loss 2.8473 LearningRate 0.0550 Epoch: 5 Global Step: 86320 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:27,475-Speed 3342.00 samples/sec Loss 2.8024 LearningRate 0.0550 Epoch: 5 Global Step: 86330 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:30,544-Speed 3336.92 samples/sec Loss 2.7708 LearningRate 0.0550 Epoch: 5 Global Step: 86340 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:33,606-Speed 3345.45 samples/sec Loss 2.8038 LearningRate 0.0550 Epoch: 5 Global Step: 86350 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:36,698-Speed 3313.05 samples/sec Loss 2.9144 LearningRate 0.0550 Epoch: 5 Global Step: 86360 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:39,756-Speed 3350.68 samples/sec Loss 2.8020 LearningRate 0.0549 Epoch: 5 Global Step: 86370 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:42,826-Speed 3337.74 samples/sec Loss 2.7238 LearningRate 0.0549 Epoch: 5 Global Step: 86380 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:45,904-Speed 3338.99 samples/sec Loss 2.7323 LearningRate 0.0549 Epoch: 5 Global Step: 86390 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:48,966-Speed 3344.59 samples/sec Loss 2.7237 LearningRate 0.0549 Epoch: 5 Global Step: 86400 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:52,125-Speed 3243.24 samples/sec Loss 2.7674 LearningRate 0.0549 Epoch: 5 Global Step: 86410 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:22:55,336-Speed 3189.28 samples/sec Loss 2.9156 LearningRate 0.0549 Epoch: 5 Global Step: 86420 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:22:58,457-Speed 3288.80 samples/sec Loss 2.7866 LearningRate 0.0549 Epoch: 5 Global Step: 86430 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:01,513-Speed 3352.26 samples/sec Loss 2.7887 LearningRate 0.0549 Epoch: 5 Global Step: 86440 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:04,637-Speed 3279.80 samples/sec Loss 2.7546 LearningRate 0.0549 Epoch: 5 Global Step: 86450 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:07,748-Speed 3291.88 samples/sec Loss 2.7767 LearningRate 0.0549 Epoch: 5 Global Step: 86460 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:10,823-Speed 3343.69 samples/sec Loss 2.8686 LearningRate 0.0549 Epoch: 5 Global Step: 86470 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:13,990-Speed 3234.92 samples/sec Loss 2.7714 LearningRate 0.0549 Epoch: 5 Global Step: 86480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:17,075-Speed 3326.51 samples/sec Loss 2.8410 LearningRate 0.0549 Epoch: 5 Global Step: 86490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:20,194-Speed 3284.24 samples/sec Loss 2.7761 LearningRate 0.0549 Epoch: 5 Global Step: 86500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:23,265-Speed 3334.73 samples/sec Loss 2.7152 LearningRate 0.0549 Epoch: 5 Global Step: 86510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:26,355-Speed 3315.91 samples/sec Loss 2.7940 LearningRate 0.0549 Epoch: 5 Global Step: 86520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:29,507-Speed 3267.86 samples/sec Loss 2.7848 LearningRate 0.0549 Epoch: 5 Global Step: 86530 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:23:32,573-Speed 3341.18 samples/sec Loss 2.8120 LearningRate 0.0549 Epoch: 5 Global Step: 86540 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:35,680-Speed 3296.52 samples/sec Loss 2.7926 LearningRate 0.0549 Epoch: 5 Global Step: 86550 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:38,815-Speed 3275.99 samples/sec Loss 2.7903 LearningRate 0.0549 Epoch: 5 Global Step: 86560 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:41,973-Speed 3243.52 samples/sec Loss 2.7675 LearningRate 0.0549 Epoch: 5 Global Step: 86570 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:45,068-Speed 3324.13 samples/sec Loss 2.6912 LearningRate 0.0549 Epoch: 5 Global Step: 86580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:48,154-Speed 3319.58 samples/sec Loss 2.8248 LearningRate 0.0549 Epoch: 5 Global Step: 86590 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:51,247-Speed 3311.74 samples/sec Loss 2.8096 LearningRate 0.0548 Epoch: 5 Global Step: 86600 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:54,354-Speed 3297.79 samples/sec Loss 2.8438 LearningRate 0.0548 Epoch: 5 Global Step: 86610 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:23:57,556-Speed 3199.12 samples/sec Loss 2.8396 LearningRate 0.0548 Epoch: 5 Global Step: 86620 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:00,649-Speed 3312.23 samples/sec Loss 2.7479 LearningRate 0.0548 Epoch: 5 Global Step: 86630 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:03,768-Speed 3284.23 samples/sec Loss 2.8316 LearningRate 0.0548 Epoch: 5 Global Step: 86640 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:24:06,838-Speed 3336.41 samples/sec Loss 2.7402 LearningRate 0.0548 Epoch: 5 Global Step: 86650 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:09,945-Speed 3297.54 samples/sec Loss 2.8506 LearningRate 0.0548 Epoch: 5 Global Step: 86660 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:13,074-Speed 3274.30 samples/sec Loss 2.7800 LearningRate 0.0548 Epoch: 5 Global Step: 86670 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:16,312-Speed 3164.52 samples/sec Loss 2.7797 LearningRate 0.0548 Epoch: 5 Global Step: 86680 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:19,562-Speed 3151.49 samples/sec Loss 2.8056 LearningRate 0.0548 Epoch: 5 Global Step: 86690 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:22,661-Speed 3304.91 samples/sec Loss 2.8158 LearningRate 0.0548 Epoch: 5 Global Step: 86700 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:25,817-Speed 3245.68 samples/sec Loss 2.8054 LearningRate 0.0548 Epoch: 5 Global Step: 86710 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:28,922-Speed 3299.34 samples/sec Loss 2.7572 LearningRate 0.0548 Epoch: 5 Global Step: 86720 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:31,988-Speed 3341.60 samples/sec Loss 2.7746 LearningRate 0.0548 Epoch: 5 Global Step: 86730 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:35,121-Speed 3269.03 samples/sec Loss 2.7140 LearningRate 0.0548 Epoch: 5 Global Step: 86740 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:38,273-Speed 3251.61 samples/sec Loss 2.7261 LearningRate 0.0548 Epoch: 5 Global Step: 86750 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:41,402-Speed 3274.26 samples/sec Loss 2.7009 LearningRate 0.0548 Epoch: 5 Global Step: 86760 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:44,501-Speed 3305.78 samples/sec Loss 2.7368 LearningRate 0.0548 Epoch: 5 Global Step: 86770 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:47,595-Speed 3310.50 samples/sec Loss 2.8645 LearningRate 0.0548 Epoch: 5 Global Step: 86780 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:50,722-Speed 3275.72 samples/sec Loss 2.8350 LearningRate 0.0548 Epoch: 5 Global Step: 86790 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:53,899-Speed 3224.95 samples/sec Loss 2.8466 LearningRate 0.0548 Epoch: 5 Global Step: 86800 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:24:57,056-Speed 3245.25 samples/sec Loss 2.8592 LearningRate 0.0548 Epoch: 5 Global Step: 86810 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:00,142-Speed 3319.06 samples/sec Loss 2.8091 LearningRate 0.0547 Epoch: 5 Global Step: 86820 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:03,239-Speed 3307.79 samples/sec Loss 2.8025 LearningRate 0.0547 Epoch: 5 Global Step: 86830 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:06,355-Speed 3287.16 samples/sec Loss 2.8158 LearningRate 0.0547 Epoch: 5 Global Step: 86840 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:09,457-Speed 3302.12 samples/sec Loss 2.8762 LearningRate 0.0547 Epoch: 5 Global Step: 86850 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:12,548-Speed 3314.84 samples/sec Loss 2.7489 LearningRate 0.0547 Epoch: 5 Global Step: 86860 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:15,611-Speed 3343.59 samples/sec Loss 2.8121 LearningRate 0.0547 Epoch: 5 Global Step: 86870 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:18,671-Speed 3347.99 samples/sec Loss 2.7609 LearningRate 0.0547 Epoch: 5 Global Step: 86880 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:21,824-Speed 3249.04 samples/sec Loss 2.8405 LearningRate 0.0547 Epoch: 5 Global Step: 86890 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:24,899-Speed 3330.90 samples/sec Loss 2.7643 LearningRate 0.0547 Epoch: 5 Global Step: 86900 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:28,027-Speed 3274.52 samples/sec Loss 2.7697 LearningRate 0.0547 Epoch: 5 Global Step: 86910 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:31,193-Speed 3235.85 samples/sec Loss 2.8977 LearningRate 0.0547 Epoch: 5 Global Step: 86920 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:34,363-Speed 3231.26 samples/sec Loss 2.8543 LearningRate 0.0547 Epoch: 5 Global Step: 86930 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:37,528-Speed 3237.60 samples/sec Loss 2.8516 LearningRate 0.0547 Epoch: 5 Global Step: 86940 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:40,631-Speed 3301.13 samples/sec Loss 2.7658 LearningRate 0.0547 Epoch: 5 Global Step: 86950 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:25:43,775-Speed 3258.30 samples/sec Loss 2.8753 LearningRate 0.0547 Epoch: 5 Global Step: 86960 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:46,855-Speed 3326.79 samples/sec Loss 2.8597 LearningRate 0.0547 Epoch: 5 Global Step: 86970 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:49,971-Speed 3287.62 samples/sec Loss 2.8118 LearningRate 0.0547 Epoch: 5 Global Step: 86980 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:53,049-Speed 3327.13 samples/sec Loss 2.8889 LearningRate 0.0547 Epoch: 5 Global Step: 86990 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:56,137-Speed 3317.62 samples/sec Loss 2.8952 LearningRate 0.0547 Epoch: 5 Global Step: 87000 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:25:59,212-Speed 3331.07 samples/sec Loss 2.8371 LearningRate 0.0547 Epoch: 5 Global Step: 87010 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:02,358-Speed 3255.86 samples/sec Loss 2.8163 LearningRate 0.0547 Epoch: 5 Global Step: 87020 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:05,442-Speed 3321.90 samples/sec Loss 2.8093 LearningRate 0.0547 Epoch: 5 Global Step: 87030 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:08,595-Speed 3249.39 samples/sec Loss 2.8769 LearningRate 0.0547 Epoch: 5 Global Step: 87040 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:11,663-Speed 3338.47 samples/sec Loss 2.8423 LearningRate 0.0546 Epoch: 5 Global Step: 87050 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:14,752-Speed 3316.93 samples/sec Loss 2.7594 LearningRate 0.0546 Epoch: 5 Global Step: 87060 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:17,904-Speed 3250.01 samples/sec Loss 2.8919 LearningRate 0.0546 Epoch: 5 Global Step: 87070 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:21,092-Speed 3213.40 samples/sec Loss 2.8226 LearningRate 0.0546 Epoch: 5 Global Step: 87080 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:24,204-Speed 3291.62 samples/sec Loss 2.8694 LearningRate 0.0546 Epoch: 5 Global Step: 87090 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:27,306-Speed 3302.35 samples/sec Loss 2.8106 LearningRate 0.0546 Epoch: 5 Global Step: 87100 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:30,386-Speed 3325.82 samples/sec Loss 2.7901 LearningRate 0.0546 Epoch: 5 Global Step: 87110 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:33,567-Speed 3220.08 samples/sec Loss 2.9263 LearningRate 0.0546 Epoch: 5 Global Step: 87120 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:36,649-Speed 3323.36 samples/sec Loss 2.8110 LearningRate 0.0546 Epoch: 5 Global Step: 87130 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:39,762-Speed 3290.07 samples/sec Loss 2.8113 LearningRate 0.0546 Epoch: 5 Global Step: 87140 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:42,829-Speed 3340.57 samples/sec Loss 2.8173 LearningRate 0.0546 Epoch: 5 Global Step: 87150 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:45,956-Speed 3275.81 samples/sec Loss 2.7951 LearningRate 0.0546 Epoch: 5 Global Step: 87160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:49,066-Speed 3293.61 samples/sec Loss 2.8966 LearningRate 0.0546 Epoch: 5 Global Step: 87170 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:52,180-Speed 3290.67 samples/sec Loss 2.8370 LearningRate 0.0546 Epoch: 5 Global Step: 87180 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:26:55,258-Speed 3327.78 samples/sec Loss 2.8378 LearningRate 0.0546 Epoch: 5 Global Step: 87190 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:26:58,383-Speed 3277.26 samples/sec Loss 2.8292 LearningRate 0.0546 Epoch: 5 Global Step: 87200 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:01,463-Speed 3327.07 samples/sec Loss 2.8653 LearningRate 0.0546 Epoch: 5 Global Step: 87210 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:04,608-Speed 3256.73 samples/sec Loss 2.8016 LearningRate 0.0546 Epoch: 5 Global Step: 87220 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:07,734-Speed 3277.08 samples/sec Loss 2.7623 LearningRate 0.0546 Epoch: 5 Global Step: 87230 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:10,814-Speed 3326.32 samples/sec Loss 2.8129 LearningRate 0.0546 Epoch: 5 Global Step: 87240 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:13,894-Speed 3326.64 samples/sec Loss 2.8459 LearningRate 0.0546 Epoch: 5 Global Step: 87250 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:17,007-Speed 3290.66 samples/sec Loss 2.8088 LearningRate 0.0546 Epoch: 5 Global Step: 87260 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:20,148-Speed 3260.90 samples/sec Loss 2.8670 LearningRate 0.0545 Epoch: 5 Global Step: 87270 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:23,224-Speed 3331.22 samples/sec Loss 2.8779 LearningRate 0.0545 Epoch: 5 Global Step: 87280 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:26,379-Speed 3247.41 samples/sec Loss 2.8452 LearningRate 0.0545 Epoch: 5 Global Step: 87290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:27:29,443-Speed 3342.28 samples/sec Loss 2.7922 LearningRate 0.0545 Epoch: 5 Global Step: 87300 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:27:32,539-Speed 3309.87 samples/sec Loss 2.8058 LearningRate 0.0545 Epoch: 5 Global Step: 87310 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:27:35,594-Speed 3352.15 samples/sec Loss 2.8475 LearningRate 0.0545 Epoch: 5 Global Step: 87320 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:38,786-Speed 3209.97 samples/sec Loss 2.7663 LearningRate 0.0545 Epoch: 5 Global Step: 87330 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:41,927-Speed 3261.65 samples/sec Loss 2.8469 LearningRate 0.0545 Epoch: 5 Global Step: 87340 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:45,143-Speed 3184.81 samples/sec Loss 2.9102 LearningRate 0.0545 Epoch: 5 Global Step: 87350 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:48,304-Speed 3240.51 samples/sec Loss 2.8378 LearningRate 0.0545 Epoch: 5 Global Step: 87360 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:51,370-Speed 3341.72 samples/sec Loss 2.8655 LearningRate 0.0545 Epoch: 5 Global Step: 87370 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:54,484-Speed 3289.44 samples/sec Loss 2.8221 LearningRate 0.0545 Epoch: 5 Global Step: 87380 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:27:57,565-Speed 3325.59 samples/sec Loss 2.8410 LearningRate 0.0545 Epoch: 5 Global Step: 87390 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:00,712-Speed 3255.25 samples/sec Loss 2.8420 LearningRate 0.0545 Epoch: 5 Global Step: 87400 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:03,903-Speed 3209.18 samples/sec Loss 2.9403 LearningRate 0.0545 Epoch: 5 Global Step: 87410 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:06,981-Speed 3328.64 samples/sec Loss 2.8567 LearningRate 0.0545 Epoch: 5 Global Step: 87420 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:28:10,061-Speed 3326.37 samples/sec Loss 2.8660 LearningRate 0.0545 Epoch: 5 Global Step: 87430 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:28:13,186-Speed 3277.70 samples/sec Loss 2.9825 LearningRate 0.0545 Epoch: 5 Global Step: 87440 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:28:16,328-Speed 3260.30 samples/sec Loss 2.8635 LearningRate 0.0545 Epoch: 5 Global Step: 87450 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:28:19,420-Speed 3313.09 samples/sec Loss 2.8602 LearningRate 0.0545 Epoch: 5 Global Step: 87460 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:22,529-Speed 3295.32 samples/sec Loss 2.8246 LearningRate 0.0545 Epoch: 5 Global Step: 87470 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:25,669-Speed 3263.09 samples/sec Loss 2.8689 LearningRate 0.0545 Epoch: 5 Global Step: 87480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:28,813-Speed 3258.38 samples/sec Loss 2.8286 LearningRate 0.0545 Epoch: 5 Global Step: 87490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:32,063-Speed 3151.90 samples/sec Loss 2.8444 LearningRate 0.0544 Epoch: 5 Global Step: 87500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:35,162-Speed 3305.78 samples/sec Loss 2.8398 LearningRate 0.0544 Epoch: 5 Global Step: 87510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:38,266-Speed 3299.92 samples/sec Loss 2.9409 LearningRate 0.0544 Epoch: 5 Global Step: 87520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:41,387-Speed 3282.86 samples/sec Loss 2.7825 LearningRate 0.0544 Epoch: 5 Global Step: 87530 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:44,524-Speed 3264.83 samples/sec Loss 2.8211 LearningRate 0.0544 Epoch: 5 Global Step: 87540 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:47,658-Speed 3268.36 samples/sec Loss 2.8124 LearningRate 0.0544 Epoch: 5 Global Step: 87550 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:28:50,740-Speed 3323.94 samples/sec Loss 2.8616 LearningRate 0.0544 Epoch: 5 Global Step: 87560 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:28:53,860-Speed 3283.38 samples/sec Loss 2.8616 LearningRate 0.0544 Epoch: 5 Global Step: 87570 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:28:56,949-Speed 3317.25 samples/sec Loss 2.8061 LearningRate 0.0544 Epoch: 5 Global Step: 87580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:00,049-Speed 3304.10 samples/sec Loss 2.8013 LearningRate 0.0544 Epoch: 5 Global Step: 87590 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:03,182-Speed 3270.02 samples/sec Loss 2.7201 LearningRate 0.0544 Epoch: 5 Global Step: 87600 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:06,247-Speed 3341.53 samples/sec Loss 2.8403 LearningRate 0.0544 Epoch: 5 Global Step: 87610 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:09,402-Speed 3247.09 samples/sec Loss 2.8478 LearningRate 0.0544 Epoch: 5 Global Step: 87620 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:12,490-Speed 3317.35 samples/sec Loss 2.8020 LearningRate 0.0544 Epoch: 5 Global Step: 87630 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:15,636-Speed 3256.00 samples/sec Loss 2.8775 LearningRate 0.0544 Epoch: 5 Global Step: 87640 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:18,704-Speed 3339.05 samples/sec Loss 2.8516 LearningRate 0.0544 Epoch: 5 Global Step: 87650 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:21,774-Speed 3336.41 samples/sec Loss 2.8350 LearningRate 0.0544 Epoch: 5 Global Step: 87660 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:29:24,868-Speed 3311.66 samples/sec Loss 2.7959 LearningRate 0.0544 Epoch: 5 Global Step: 87670 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:28,037-Speed 3232.34 samples/sec Loss 2.8438 LearningRate 0.0544 Epoch: 5 Global Step: 87680 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:31,107-Speed 3336.72 samples/sec Loss 2.7917 LearningRate 0.0544 Epoch: 5 Global Step: 87690 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:34,233-Speed 3277.74 samples/sec Loss 2.8727 LearningRate 0.0544 Epoch: 5 Global Step: 87700 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:37,306-Speed 3333.80 samples/sec Loss 2.8052 LearningRate 0.0544 Epoch: 5 Global Step: 87710 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:40,448-Speed 3261.39 samples/sec Loss 2.8241 LearningRate 0.0543 Epoch: 5 Global Step: 87720 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:43,537-Speed 3315.87 samples/sec Loss 2.8696 LearningRate 0.0543 Epoch: 5 Global Step: 87730 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:46,678-Speed 3261.40 samples/sec Loss 2.8491 LearningRate 0.0543 Epoch: 5 Global Step: 87740 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:49,749-Speed 3335.70 samples/sec Loss 2.9303 LearningRate 0.0543 Epoch: 5 Global Step: 87750 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:52,839-Speed 3315.25 samples/sec Loss 2.8003 LearningRate 0.0543 Epoch: 5 Global Step: 87760 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:55,929-Speed 3315.35 samples/sec Loss 2.8825 LearningRate 0.0543 Epoch: 5 Global Step: 87770 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:29:59,018-Speed 3316.02 samples/sec Loss 2.9066 LearningRate 0.0543 Epoch: 5 Global Step: 87780 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:02,125-Speed 3296.71 samples/sec Loss 2.9654 LearningRate 0.0543 Epoch: 5 Global Step: 87790 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:05,236-Speed 3293.48 samples/sec Loss 2.9109 LearningRate 0.0543 Epoch: 5 Global Step: 87800 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:08,417-Speed 3220.41 samples/sec Loss 2.8644 LearningRate 0.0543 Epoch: 5 Global Step: 87810 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:11,492-Speed 3330.87 samples/sec Loss 2.8982 LearningRate 0.0543 Epoch: 5 Global Step: 87820 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:14,590-Speed 3306.65 samples/sec Loss 2.8050 LearningRate 0.0543 Epoch: 5 Global Step: 87830 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:17,678-Speed 3317.12 samples/sec Loss 2.8504 LearningRate 0.0543 Epoch: 5 Global Step: 87840 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:20,798-Speed 3283.70 samples/sec Loss 2.8767 LearningRate 0.0543 Epoch: 5 Global Step: 87850 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:23,893-Speed 3309.47 samples/sec Loss 2.8781 LearningRate 0.0543 Epoch: 5 Global Step: 87860 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:26,960-Speed 3340.66 samples/sec Loss 2.8172 LearningRate 0.0543 Epoch: 5 Global Step: 87870 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:30:30,018-Speed 3348.89 samples/sec Loss 2.8640 LearningRate 0.0543 Epoch: 5 Global Step: 87880 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:33,087-Speed 3338.28 samples/sec Loss 2.9814 LearningRate 0.0543 Epoch: 5 Global Step: 87890 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:36,186-Speed 3305.90 samples/sec Loss 2.8468 LearningRate 0.0543 Epoch: 5 Global Step: 87900 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:39,257-Speed 3336.63 samples/sec Loss 2.8468 LearningRate 0.0543 Epoch: 5 Global Step: 87910 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:42,361-Speed 3298.97 samples/sec Loss 2.8801 LearningRate 0.0543 Epoch: 5 Global Step: 87920 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:45,428-Speed 3340.40 samples/sec Loss 2.8442 LearningRate 0.0543 Epoch: 5 Global Step: 87930 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:48,553-Speed 3277.99 samples/sec Loss 2.8652 LearningRate 0.0543 Epoch: 5 Global Step: 87940 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:51,674-Speed 3282.19 samples/sec Loss 2.8611 LearningRate 0.0542 Epoch: 5 Global Step: 87950 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:54,853-Speed 3223.51 samples/sec Loss 2.7971 LearningRate 0.0542 Epoch: 5 Global Step: 87960 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:30:57,992-Speed 3262.56 samples/sec Loss 2.8673 LearningRate 0.0542 Epoch: 5 Global Step: 87970 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:31:01,134-Speed 3260.58 samples/sec Loss 2.9045 LearningRate 0.0542 Epoch: 5 Global Step: 87980 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:31:04,284-Speed 3252.25 samples/sec Loss 2.8346 LearningRate 0.0542 Epoch: 5 Global Step: 87990 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:31:07,393-Speed 3294.75 samples/sec Loss 2.8820 LearningRate 0.0542 Epoch: 5 Global Step: 88000 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:31:52,273-[lfw][88000]XNorm: 23.610485 Training: 2022-04-11 08:31:52,274-[lfw][88000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-11 08:31:52,274-[lfw][88000]Accuracy-Highest: 0.99817 Training: 2022-04-11 08:32:43,635-[cfp_fp][88000]XNorm: 22.200067 Training: 2022-04-11 08:32:43,636-[cfp_fp][88000]Accuracy-Flip: 0.98529+-0.00419 Training: 2022-04-11 08:32:43,637-[cfp_fp][88000]Accuracy-Highest: 0.98557 Training: 2022-04-11 08:33:27,872-[agedb_30][88000]XNorm: 23.442548 Training: 2022-04-11 08:33:27,872-[agedb_30][88000]Accuracy-Flip: 0.98033+-0.00759 Training: 2022-04-11 08:33:27,873-[agedb_30][88000]Accuracy-Highest: 0.98167 Training: 2022-04-11 08:33:30,943-Speed 71.33 samples/sec Loss 2.8584 LearningRate 0.0542 Epoch: 5 Global Step: 88010 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:33:34,013-Speed 3336.16 samples/sec Loss 2.9235 LearningRate 0.0542 Epoch: 5 Global Step: 88020 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:33:37,073-Speed 3349.11 samples/sec Loss 2.8253 LearningRate 0.0542 Epoch: 5 Global Step: 88030 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:33:40,133-Speed 3348.08 samples/sec Loss 2.8777 LearningRate 0.0542 Epoch: 5 Global Step: 88040 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:33:43,191-Speed 3349.35 samples/sec Loss 2.9161 LearningRate 0.0542 Epoch: 5 Global Step: 88050 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:33:46,262-Speed 3335.10 samples/sec Loss 2.9034 LearningRate 0.0542 Epoch: 5 Global Step: 88060 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:33:49,319-Speed 3351.09 samples/sec Loss 2.8668 LearningRate 0.0542 Epoch: 5 Global Step: 88070 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:33:52,403-Speed 3321.16 samples/sec Loss 2.9117 LearningRate 0.0542 Epoch: 5 Global Step: 88080 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:33:55,466-Speed 3344.03 samples/sec Loss 2.9654 LearningRate 0.0542 Epoch: 5 Global Step: 88090 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:33:58,534-Speed 3337.67 samples/sec Loss 2.9290 LearningRate 0.0542 Epoch: 5 Global Step: 88100 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:01,631-Speed 3308.25 samples/sec Loss 2.9525 LearningRate 0.0542 Epoch: 5 Global Step: 88110 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:04,729-Speed 3305.77 samples/sec Loss 2.9024 LearningRate 0.0542 Epoch: 5 Global Step: 88120 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:07,862-Speed 3269.87 samples/sec Loss 2.9010 LearningRate 0.0542 Epoch: 5 Global Step: 88130 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:12,642-Speed 2142.49 samples/sec Loss 2.9379 LearningRate 0.0542 Epoch: 5 Global Step: 88140 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:15,704-Speed 3344.79 samples/sec Loss 2.8141 LearningRate 0.0542 Epoch: 5 Global Step: 88150 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:21,422-Speed 1791.24 samples/sec Loss 2.8845 LearningRate 0.0542 Epoch: 5 Global Step: 88160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:24,540-Speed 3288.38 samples/sec Loss 2.8931 LearningRate 0.0542 Epoch: 5 Global Step: 88170 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:27,607-Speed 3339.43 samples/sec Loss 2.9235 LearningRate 0.0541 Epoch: 5 Global Step: 88180 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:30,733-Speed 3276.52 samples/sec Loss 2.9144 LearningRate 0.0541 Epoch: 5 Global Step: 88190 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:33,956-Speed 3177.89 samples/sec Loss 2.8496 LearningRate 0.0541 Epoch: 5 Global Step: 88200 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:37,038-Speed 3324.13 samples/sec Loss 2.8586 LearningRate 0.0541 Epoch: 5 Global Step: 88210 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:40,199-Speed 3240.12 samples/sec Loss 2.7877 LearningRate 0.0541 Epoch: 5 Global Step: 88220 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:43,275-Speed 3329.84 samples/sec Loss 2.8768 LearningRate 0.0541 Epoch: 5 Global Step: 88230 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:46,336-Speed 3345.90 samples/sec Loss 2.8432 LearningRate 0.0541 Epoch: 5 Global Step: 88240 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:49,399-Speed 3343.94 samples/sec Loss 2.8358 LearningRate 0.0541 Epoch: 5 Global Step: 88250 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:52,499-Speed 3303.74 samples/sec Loss 2.8688 LearningRate 0.0541 Epoch: 5 Global Step: 88260 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:55,578-Speed 3327.84 samples/sec Loss 2.9107 LearningRate 0.0541 Epoch: 5 Global Step: 88270 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:34:58,651-Speed 3332.85 samples/sec Loss 2.9163 LearningRate 0.0541 Epoch: 5 Global Step: 88280 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:01,709-Speed 3350.24 samples/sec Loss 2.7760 LearningRate 0.0541 Epoch: 5 Global Step: 88290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:04,769-Speed 3347.21 samples/sec Loss 2.8503 LearningRate 0.0541 Epoch: 5 Global Step: 88300 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:07,829-Speed 3347.58 samples/sec Loss 2.8402 LearningRate 0.0541 Epoch: 5 Global Step: 88310 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:10,895-Speed 3340.57 samples/sec Loss 2.8343 LearningRate 0.0541 Epoch: 5 Global Step: 88320 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:13,954-Speed 3349.02 samples/sec Loss 2.8469 LearningRate 0.0541 Epoch: 5 Global Step: 88330 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:17,021-Speed 3338.67 samples/sec Loss 2.8478 LearningRate 0.0541 Epoch: 5 Global Step: 88340 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:20,092-Speed 3335.75 samples/sec Loss 2.8365 LearningRate 0.0541 Epoch: 5 Global Step: 88350 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:23,179-Speed 3317.40 samples/sec Loss 2.8264 LearningRate 0.0541 Epoch: 5 Global Step: 88360 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:26,335-Speed 3246.09 samples/sec Loss 2.8608 LearningRate 0.0541 Epoch: 5 Global Step: 88370 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:29,547-Speed 3189.14 samples/sec Loss 2.8503 LearningRate 0.0541 Epoch: 5 Global Step: 88380 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:32,684-Speed 3265.04 samples/sec Loss 2.8343 LearningRate 0.0541 Epoch: 5 Global Step: 88390 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:35,780-Speed 3308.97 samples/sec Loss 2.8203 LearningRate 0.0540 Epoch: 5 Global Step: 88400 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:35:38,835-Speed 3353.84 samples/sec Loss 2.9084 LearningRate 0.0540 Epoch: 5 Global Step: 88410 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:35:41,917-Speed 3323.34 samples/sec Loss 2.8798 LearningRate 0.0540 Epoch: 5 Global Step: 88420 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:35:45,038-Speed 3281.40 samples/sec Loss 2.8264 LearningRate 0.0540 Epoch: 5 Global Step: 88430 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:35:48,127-Speed 3316.12 samples/sec Loss 2.9215 LearningRate 0.0540 Epoch: 5 Global Step: 88440 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:35:51,186-Speed 3348.56 samples/sec Loss 2.8908 LearningRate 0.0540 Epoch: 5 Global Step: 88450 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:35:54,260-Speed 3332.46 samples/sec Loss 2.8991 LearningRate 0.0540 Epoch: 5 Global Step: 88460 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:35:57,320-Speed 3347.36 samples/sec Loss 2.8286 LearningRate 0.0540 Epoch: 5 Global Step: 88470 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:36:00,379-Speed 3347.92 samples/sec Loss 2.8657 LearningRate 0.0540 Epoch: 5 Global Step: 88480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:36:03,439-Speed 3347.03 samples/sec Loss 2.8346 LearningRate 0.0540 Epoch: 5 Global Step: 88490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:36:06,498-Speed 3349.14 samples/sec Loss 2.9175 LearningRate 0.0540 Epoch: 5 Global Step: 88500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:36:09,642-Speed 3257.90 samples/sec Loss 2.8746 LearningRate 0.0540 Epoch: 5 Global Step: 88510 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:12,700-Speed 3349.35 samples/sec Loss 2.9293 LearningRate 0.0540 Epoch: 5 Global Step: 88520 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:15,762-Speed 3345.16 samples/sec Loss 2.8725 LearningRate 0.0540 Epoch: 5 Global Step: 88530 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:18,825-Speed 3343.07 samples/sec Loss 2.8491 LearningRate 0.0540 Epoch: 5 Global Step: 88540 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:21,905-Speed 3326.18 samples/sec Loss 2.8950 LearningRate 0.0540 Epoch: 5 Global Step: 88550 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:24,964-Speed 3348.38 samples/sec Loss 2.8786 LearningRate 0.0540 Epoch: 5 Global Step: 88560 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:28,025-Speed 3345.81 samples/sec Loss 2.9176 LearningRate 0.0540 Epoch: 5 Global Step: 88570 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:31,088-Speed 3343.69 samples/sec Loss 2.7958 LearningRate 0.0540 Epoch: 5 Global Step: 88580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:34,167-Speed 3327.00 samples/sec Loss 2.8297 LearningRate 0.0540 Epoch: 5 Global Step: 88590 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:37,230-Speed 3344.61 samples/sec Loss 2.9274 LearningRate 0.0540 Epoch: 5 Global Step: 88600 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:40,288-Speed 3349.12 samples/sec Loss 2.9147 LearningRate 0.0540 Epoch: 5 Global Step: 88610 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:43,354-Speed 3340.76 samples/sec Loss 2.9081 LearningRate 0.0540 Epoch: 5 Global Step: 88620 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:46,418-Speed 3342.55 samples/sec Loss 2.9341 LearningRate 0.0539 Epoch: 5 Global Step: 88630 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:49,483-Speed 3341.73 samples/sec Loss 2.9182 LearningRate 0.0539 Epoch: 5 Global Step: 88640 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:52,544-Speed 3346.28 samples/sec Loss 2.9048 LearningRate 0.0539 Epoch: 5 Global Step: 88650 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:55,607-Speed 3345.35 samples/sec Loss 2.9062 LearningRate 0.0539 Epoch: 5 Global Step: 88660 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:36:58,688-Speed 3323.58 samples/sec Loss 2.8775 LearningRate 0.0539 Epoch: 5 Global Step: 88670 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:01,762-Speed 3332.88 samples/sec Loss 2.8758 LearningRate 0.0539 Epoch: 5 Global Step: 88680 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:04,838-Speed 3329.34 samples/sec Loss 2.9341 LearningRate 0.0539 Epoch: 5 Global Step: 88690 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:07,964-Speed 3276.59 samples/sec Loss 2.9250 LearningRate 0.0539 Epoch: 5 Global Step: 88700 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:11,041-Speed 3328.93 samples/sec Loss 2.8775 LearningRate 0.0539 Epoch: 5 Global Step: 88710 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:14,109-Speed 3338.21 samples/sec Loss 2.8573 LearningRate 0.0539 Epoch: 5 Global Step: 88720 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:17,166-Speed 3350.60 samples/sec Loss 2.9075 LearningRate 0.0539 Epoch: 5 Global Step: 88730 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:20,226-Speed 3347.73 samples/sec Loss 2.8630 LearningRate 0.0539 Epoch: 5 Global Step: 88740 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:23,284-Speed 3349.90 samples/sec Loss 2.8405 LearningRate 0.0539 Epoch: 5 Global Step: 88750 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:26,343-Speed 3347.84 samples/sec Loss 2.8589 LearningRate 0.0539 Epoch: 5 Global Step: 88760 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:29,408-Speed 3341.41 samples/sec Loss 2.8887 LearningRate 0.0539 Epoch: 5 Global Step: 88770 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:32,469-Speed 3346.29 samples/sec Loss 2.8661 LearningRate 0.0539 Epoch: 5 Global Step: 88780 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:35,527-Speed 3349.23 samples/sec Loss 2.8828 LearningRate 0.0539 Epoch: 5 Global Step: 88790 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:38,586-Speed 3349.01 samples/sec Loss 2.8862 LearningRate 0.0539 Epoch: 5 Global Step: 88800 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:41,646-Speed 3347.67 samples/sec Loss 2.8111 LearningRate 0.0539 Epoch: 5 Global Step: 88810 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:44,713-Speed 3339.74 samples/sec Loss 2.8490 LearningRate 0.0539 Epoch: 5 Global Step: 88820 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:47,838-Speed 3277.77 samples/sec Loss 2.8824 LearningRate 0.0539 Epoch: 5 Global Step: 88830 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:50,928-Speed 3314.98 samples/sec Loss 2.8700 LearningRate 0.0539 Epoch: 5 Global Step: 88840 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:37:54,028-Speed 3303.51 samples/sec Loss 2.8841 LearningRate 0.0539 Epoch: 5 Global Step: 88850 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:37:57,179-Speed 3250.48 samples/sec Loss 2.8632 LearningRate 0.0538 Epoch: 5 Global Step: 88860 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:00,257-Speed 3328.15 samples/sec Loss 2.9058 LearningRate 0.0538 Epoch: 5 Global Step: 88870 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:03,335-Speed 3328.02 samples/sec Loss 2.8452 LearningRate 0.0538 Epoch: 5 Global Step: 88880 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:06,470-Speed 3267.12 samples/sec Loss 2.8790 LearningRate 0.0538 Epoch: 5 Global Step: 88890 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:09,615-Speed 3257.02 samples/sec Loss 2.8205 LearningRate 0.0538 Epoch: 5 Global Step: 88900 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:12,697-Speed 3323.71 samples/sec Loss 2.9043 LearningRate 0.0538 Epoch: 5 Global Step: 88910 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:15,758-Speed 3345.58 samples/sec Loss 2.8887 LearningRate 0.0538 Epoch: 5 Global Step: 88920 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:18,886-Speed 3274.84 samples/sec Loss 2.9294 LearningRate 0.0538 Epoch: 5 Global Step: 88930 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:22,035-Speed 3252.87 samples/sec Loss 2.8906 LearningRate 0.0538 Epoch: 5 Global Step: 88940 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:25,108-Speed 3333.35 samples/sec Loss 2.9321 LearningRate 0.0538 Epoch: 5 Global Step: 88950 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:28,218-Speed 3293.58 samples/sec Loss 2.9745 LearningRate 0.0538 Epoch: 5 Global Step: 88960 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:31,280-Speed 3344.65 samples/sec Loss 2.8765 LearningRate 0.0538 Epoch: 5 Global Step: 88970 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:34,344-Speed 3343.22 samples/sec Loss 2.8712 LearningRate 0.0538 Epoch: 5 Global Step: 88980 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:37,461-Speed 3285.92 samples/sec Loss 2.9012 LearningRate 0.0538 Epoch: 5 Global Step: 88990 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:40,520-Speed 3348.32 samples/sec Loss 2.8569 LearningRate 0.0538 Epoch: 5 Global Step: 89000 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:43,586-Speed 3340.15 samples/sec Loss 2.9265 LearningRate 0.0538 Epoch: 5 Global Step: 89010 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:46,689-Speed 3301.86 samples/sec Loss 2.8808 LearningRate 0.0538 Epoch: 5 Global Step: 89020 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:49,750-Speed 3345.72 samples/sec Loss 2.9580 LearningRate 0.0538 Epoch: 5 Global Step: 89030 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:52,832-Speed 3323.40 samples/sec Loss 2.7938 LearningRate 0.0538 Epoch: 5 Global Step: 89040 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:38:55,909-Speed 3329.12 samples/sec Loss 2.9095 LearningRate 0.0538 Epoch: 5 Global Step: 89050 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:38:58,976-Speed 3339.66 samples/sec Loss 2.9040 LearningRate 0.0538 Epoch: 5 Global Step: 89060 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:02,041-Speed 3342.15 samples/sec Loss 2.9207 LearningRate 0.0538 Epoch: 5 Global Step: 89070 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:05,102-Speed 3345.46 samples/sec Loss 2.8980 LearningRate 0.0538 Epoch: 5 Global Step: 89080 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:08,203-Speed 3303.09 samples/sec Loss 2.8223 LearningRate 0.0537 Epoch: 5 Global Step: 89090 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:11,275-Speed 3334.51 samples/sec Loss 2.8675 LearningRate 0.0537 Epoch: 5 Global Step: 89100 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:14,363-Speed 3316.64 samples/sec Loss 2.9265 LearningRate 0.0537 Epoch: 5 Global Step: 89110 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:17,459-Speed 3308.84 samples/sec Loss 2.8601 LearningRate 0.0537 Epoch: 5 Global Step: 89120 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:20,525-Speed 3340.07 samples/sec Loss 2.8902 LearningRate 0.0537 Epoch: 5 Global Step: 89130 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:23,637-Speed 3291.89 samples/sec Loss 2.8998 LearningRate 0.0537 Epoch: 5 Global Step: 89140 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:26,855-Speed 3183.01 samples/sec Loss 2.9325 LearningRate 0.0537 Epoch: 5 Global Step: 89150 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:30,000-Speed 3256.77 samples/sec Loss 2.9233 LearningRate 0.0537 Epoch: 5 Global Step: 89160 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:33,095-Speed 3324.25 samples/sec Loss 2.8596 LearningRate 0.0537 Epoch: 5 Global Step: 89170 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:36,156-Speed 3345.84 samples/sec Loss 2.7975 LearningRate 0.0537 Epoch: 5 Global Step: 89180 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:39,221-Speed 3341.60 samples/sec Loss 2.8780 LearningRate 0.0537 Epoch: 5 Global Step: 89190 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:39:42,304-Speed 3322.07 samples/sec Loss 2.8956 LearningRate 0.0537 Epoch: 5 Global Step: 89200 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:45,506-Speed 3199.72 samples/sec Loss 2.9224 LearningRate 0.0537 Epoch: 5 Global Step: 89210 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:48,745-Speed 3162.27 samples/sec Loss 2.8457 LearningRate 0.0537 Epoch: 5 Global Step: 89220 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:51,972-Speed 3173.64 samples/sec Loss 2.8697 LearningRate 0.0537 Epoch: 5 Global Step: 89230 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:55,159-Speed 3214.20 samples/sec Loss 2.8667 LearningRate 0.0537 Epoch: 5 Global Step: 89240 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:39:58,310-Speed 3250.14 samples/sec Loss 2.9012 LearningRate 0.0537 Epoch: 5 Global Step: 89250 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:01,434-Speed 3278.61 samples/sec Loss 2.8842 LearningRate 0.0537 Epoch: 5 Global Step: 89260 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:04,491-Speed 3350.42 samples/sec Loss 2.8571 LearningRate 0.0537 Epoch: 5 Global Step: 89270 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:07,555-Speed 3343.23 samples/sec Loss 2.8909 LearningRate 0.0537 Epoch: 5 Global Step: 89280 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:10,671-Speed 3288.06 samples/sec Loss 2.8673 LearningRate 0.0537 Epoch: 5 Global Step: 89290 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:13,751-Speed 3324.75 samples/sec Loss 2.9157 LearningRate 0.0537 Epoch: 5 Global Step: 89300 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:16,836-Speed 3320.46 samples/sec Loss 2.9149 LearningRate 0.0536 Epoch: 5 Global Step: 89310 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:19,911-Speed 3330.71 samples/sec Loss 2.9987 LearningRate 0.0536 Epoch: 5 Global Step: 89320 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:22,974-Speed 3344.49 samples/sec Loss 2.8622 LearningRate 0.0536 Epoch: 5 Global Step: 89330 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:26,043-Speed 3337.32 samples/sec Loss 2.8477 LearningRate 0.0536 Epoch: 5 Global Step: 89340 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:29,205-Speed 3239.38 samples/sec Loss 2.8912 LearningRate 0.0536 Epoch: 5 Global Step: 89350 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:32,281-Speed 3329.96 samples/sec Loss 2.8825 LearningRate 0.0536 Epoch: 5 Global Step: 89360 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:35,351-Speed 3336.99 samples/sec Loss 2.8692 LearningRate 0.0536 Epoch: 5 Global Step: 89370 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:38,415-Speed 3342.18 samples/sec Loss 2.9742 LearningRate 0.0536 Epoch: 5 Global Step: 89380 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:41,489-Speed 3331.63 samples/sec Loss 2.8742 LearningRate 0.0536 Epoch: 5 Global Step: 89390 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:44,567-Speed 3327.49 samples/sec Loss 2.8988 LearningRate 0.0536 Epoch: 5 Global Step: 89400 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:47,673-Speed 3298.09 samples/sec Loss 2.8937 LearningRate 0.0536 Epoch: 5 Global Step: 89410 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:50,744-Speed 3335.10 samples/sec Loss 2.9867 LearningRate 0.0536 Epoch: 5 Global Step: 89420 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:53,807-Speed 3343.66 samples/sec Loss 2.9706 LearningRate 0.0536 Epoch: 5 Global Step: 89430 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:40:56,864-Speed 3351.31 samples/sec Loss 2.8506 LearningRate 0.0536 Epoch: 5 Global Step: 89440 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:40:59,929-Speed 3341.50 samples/sec Loss 2.8517 LearningRate 0.0536 Epoch: 5 Global Step: 89450 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:02,995-Speed 3340.97 samples/sec Loss 2.8600 LearningRate 0.0536 Epoch: 5 Global Step: 89460 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:06,059-Speed 3342.30 samples/sec Loss 2.8835 LearningRate 0.0536 Epoch: 5 Global Step: 89470 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:09,143-Speed 3320.95 samples/sec Loss 2.8312 LearningRate 0.0536 Epoch: 5 Global Step: 89480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:12,245-Speed 3302.48 samples/sec Loss 2.8619 LearningRate 0.0536 Epoch: 5 Global Step: 89490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:15,311-Speed 3340.53 samples/sec Loss 2.9441 LearningRate 0.0536 Epoch: 5 Global Step: 89500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:18,398-Speed 3318.52 samples/sec Loss 2.9074 LearningRate 0.0536 Epoch: 5 Global Step: 89510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:21,476-Speed 3327.01 samples/sec Loss 2.9491 LearningRate 0.0536 Epoch: 5 Global Step: 89520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:24,614-Speed 3264.47 samples/sec Loss 2.8688 LearningRate 0.0536 Epoch: 5 Global Step: 89530 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:41:27,690-Speed 3330.10 samples/sec Loss 2.8718 LearningRate 0.0535 Epoch: 5 Global Step: 89540 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:30,756-Speed 3341.00 samples/sec Loss 2.8693 LearningRate 0.0535 Epoch: 5 Global Step: 89550 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:33,845-Speed 3315.57 samples/sec Loss 2.9369 LearningRate 0.0535 Epoch: 5 Global Step: 89560 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:36,913-Speed 3338.74 samples/sec Loss 3.0320 LearningRate 0.0535 Epoch: 5 Global Step: 89570 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:40,028-Speed 3288.73 samples/sec Loss 2.9279 LearningRate 0.0535 Epoch: 5 Global Step: 89580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:43,117-Speed 3315.25 samples/sec Loss 2.8548 LearningRate 0.0535 Epoch: 5 Global Step: 89590 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:46,218-Speed 3303.49 samples/sec Loss 2.8952 LearningRate 0.0535 Epoch: 5 Global Step: 89600 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:49,307-Speed 3316.41 samples/sec Loss 2.8837 LearningRate 0.0535 Epoch: 5 Global Step: 89610 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:52,379-Speed 3335.18 samples/sec Loss 2.9055 LearningRate 0.0535 Epoch: 5 Global Step: 89620 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:55,486-Speed 3297.04 samples/sec Loss 2.8683 LearningRate 0.0535 Epoch: 5 Global Step: 89630 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:41:58,550-Speed 3342.87 samples/sec Loss 2.9352 LearningRate 0.0535 Epoch: 5 Global Step: 89640 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:01,650-Speed 3303.58 samples/sec Loss 2.8999 LearningRate 0.0535 Epoch: 5 Global Step: 89650 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:04,723-Speed 3334.00 samples/sec Loss 2.8543 LearningRate 0.0535 Epoch: 5 Global Step: 89660 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:07,797-Speed 3332.86 samples/sec Loss 2.9027 LearningRate 0.0535 Epoch: 5 Global Step: 89670 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:10,887-Speed 3314.95 samples/sec Loss 2.8771 LearningRate 0.0535 Epoch: 5 Global Step: 89680 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:13,956-Speed 3337.99 samples/sec Loss 2.9104 LearningRate 0.0535 Epoch: 5 Global Step: 89690 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:17,076-Speed 3283.06 samples/sec Loss 2.8789 LearningRate 0.0535 Epoch: 5 Global Step: 89700 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:20,181-Speed 3298.80 samples/sec Loss 2.9011 LearningRate 0.0535 Epoch: 5 Global Step: 89710 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:23,261-Speed 3324.96 samples/sec Loss 2.9048 LearningRate 0.0535 Epoch: 5 Global Step: 89720 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:26,329-Speed 3338.40 samples/sec Loss 2.8899 LearningRate 0.0535 Epoch: 5 Global Step: 89730 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:29,397-Speed 3339.07 samples/sec Loss 2.9373 LearningRate 0.0535 Epoch: 5 Global Step: 89740 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:32,468-Speed 3334.43 samples/sec Loss 2.9440 LearningRate 0.0535 Epoch: 5 Global Step: 89750 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:35,561-Speed 3312.73 samples/sec Loss 2.8101 LearningRate 0.0535 Epoch: 5 Global Step: 89760 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:42:38,628-Speed 3338.99 samples/sec Loss 2.8320 LearningRate 0.0534 Epoch: 5 Global Step: 89770 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:41,692-Speed 3343.67 samples/sec Loss 2.8992 LearningRate 0.0534 Epoch: 5 Global Step: 89780 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:44,779-Speed 3317.68 samples/sec Loss 2.9393 LearningRate 0.0534 Epoch: 5 Global Step: 89790 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:47,867-Speed 3316.76 samples/sec Loss 2.9076 LearningRate 0.0534 Epoch: 5 Global Step: 89800 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:50,935-Speed 3338.57 samples/sec Loss 2.8954 LearningRate 0.0534 Epoch: 5 Global Step: 89810 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:54,078-Speed 3258.58 samples/sec Loss 2.9207 LearningRate 0.0534 Epoch: 5 Global Step: 89820 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:42:57,194-Speed 3287.79 samples/sec Loss 2.9158 LearningRate 0.0534 Epoch: 5 Global Step: 89830 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:00,287-Speed 3312.09 samples/sec Loss 2.9215 LearningRate 0.0534 Epoch: 5 Global Step: 89840 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:03,372-Speed 3320.09 samples/sec Loss 2.8453 LearningRate 0.0534 Epoch: 5 Global Step: 89850 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:06,449-Speed 3328.09 samples/sec Loss 2.9381 LearningRate 0.0534 Epoch: 5 Global Step: 89860 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:09,579-Speed 3273.09 samples/sec Loss 2.9186 LearningRate 0.0534 Epoch: 5 Global Step: 89870 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:12,661-Speed 3322.73 samples/sec Loss 2.9461 LearningRate 0.0534 Epoch: 5 Global Step: 89880 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:15,871-Speed 3191.25 samples/sec Loss 2.8852 LearningRate 0.0534 Epoch: 5 Global Step: 89890 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:18,972-Speed 3302.64 samples/sec Loss 2.8505 LearningRate 0.0534 Epoch: 5 Global Step: 89900 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:22,053-Speed 3323.94 samples/sec Loss 2.8886 LearningRate 0.0534 Epoch: 5 Global Step: 89910 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:25,147-Speed 3311.17 samples/sec Loss 2.9033 LearningRate 0.0534 Epoch: 5 Global Step: 89920 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:28,247-Speed 3303.98 samples/sec Loss 2.9279 LearningRate 0.0534 Epoch: 5 Global Step: 89930 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:43:31,381-Speed 3268.56 samples/sec Loss 2.9476 LearningRate 0.0534 Epoch: 5 Global Step: 89940 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:43:34,514-Speed 3268.84 samples/sec Loss 2.9555 LearningRate 0.0534 Epoch: 5 Global Step: 89950 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:43:37,605-Speed 3313.36 samples/sec Loss 2.8966 LearningRate 0.0534 Epoch: 5 Global Step: 89960 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:43:40,681-Speed 3330.19 samples/sec Loss 2.7943 LearningRate 0.0534 Epoch: 5 Global Step: 89970 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:43:43,749-Speed 3339.05 samples/sec Loss 2.8517 LearningRate 0.0534 Epoch: 5 Global Step: 89980 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:43:46,823-Speed 3331.36 samples/sec Loss 2.8677 LearningRate 0.0534 Epoch: 5 Global Step: 89990 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:43:49,910-Speed 3318.15 samples/sec Loss 2.7879 LearningRate 0.0533 Epoch: 5 Global Step: 90000 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:44:34,214-[lfw][90000]XNorm: 22.871210 Training: 2022-04-11 08:44:34,214-[lfw][90000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 08:44:34,215-[lfw][90000]Accuracy-Highest: 0.99817 Training: 2022-04-11 08:45:25,487-[cfp_fp][90000]XNorm: 21.735875 Training: 2022-04-11 08:45:25,488-[cfp_fp][90000]Accuracy-Flip: 0.98486+-0.00390 Training: 2022-04-11 08:45:25,488-[cfp_fp][90000]Accuracy-Highest: 0.98557 Training: 2022-04-11 08:46:09,529-[agedb_30][90000]XNorm: 23.131157 Training: 2022-04-11 08:46:09,530-[agedb_30][90000]Accuracy-Flip: 0.98200+-0.00649 Training: 2022-04-11 08:46:09,531-[agedb_30][90000]Accuracy-Highest: 0.98200 Training: 2022-04-11 08:46:12,599-Speed 71.76 samples/sec Loss 2.8684 LearningRate 0.0533 Epoch: 5 Global Step: 90010 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:46:15,654-Speed 3352.21 samples/sec Loss 2.8756 LearningRate 0.0533 Epoch: 5 Global Step: 90020 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:46:18,713-Speed 3349.17 samples/sec Loss 2.9009 LearningRate 0.0533 Epoch: 5 Global Step: 90030 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:46:21,820-Speed 3296.25 samples/sec Loss 2.8865 LearningRate 0.0533 Epoch: 5 Global Step: 90040 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:24,883-Speed 3343.76 samples/sec Loss 2.9217 LearningRate 0.0533 Epoch: 5 Global Step: 90050 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:27,977-Speed 3310.79 samples/sec Loss 2.8790 LearningRate 0.0533 Epoch: 5 Global Step: 90060 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:31,033-Speed 3351.05 samples/sec Loss 2.9798 LearningRate 0.0533 Epoch: 5 Global Step: 90070 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:34,107-Speed 3332.69 samples/sec Loss 2.8086 LearningRate 0.0533 Epoch: 5 Global Step: 90080 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:37,187-Speed 3325.59 samples/sec Loss 2.8773 LearningRate 0.0533 Epoch: 5 Global Step: 90090 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:40,263-Speed 3330.17 samples/sec Loss 2.9965 LearningRate 0.0533 Epoch: 5 Global Step: 90100 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:43,321-Speed 3348.92 samples/sec Loss 2.8520 LearningRate 0.0533 Epoch: 5 Global Step: 90110 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:46,379-Speed 3349.94 samples/sec Loss 2.8288 LearningRate 0.0533 Epoch: 5 Global Step: 90120 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:49,509-Speed 3272.11 samples/sec Loss 2.8302 LearningRate 0.0533 Epoch: 5 Global Step: 90130 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:52,581-Speed 3334.77 samples/sec Loss 2.8797 LearningRate 0.0533 Epoch: 5 Global Step: 90140 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:55,685-Speed 3300.17 samples/sec Loss 2.8672 LearningRate 0.0533 Epoch: 5 Global Step: 90150 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:46:58,781-Speed 3307.93 samples/sec Loss 2.8962 LearningRate 0.0533 Epoch: 5 Global Step: 90160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:01,838-Speed 3351.02 samples/sec Loss 2.8690 LearningRate 0.0533 Epoch: 5 Global Step: 90170 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:04,919-Speed 3324.01 samples/sec Loss 2.8281 LearningRate 0.0533 Epoch: 5 Global Step: 90180 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:08,008-Speed 3316.51 samples/sec Loss 2.8666 LearningRate 0.0533 Epoch: 5 Global Step: 90190 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:11,078-Speed 3336.00 samples/sec Loss 2.8394 LearningRate 0.0533 Epoch: 5 Global Step: 90200 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:14,159-Speed 3324.88 samples/sec Loss 2.9030 LearningRate 0.0533 Epoch: 5 Global Step: 90210 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:17,239-Speed 3325.01 samples/sec Loss 2.9037 LearningRate 0.0533 Epoch: 5 Global Step: 90220 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:20,330-Speed 3313.78 samples/sec Loss 2.9731 LearningRate 0.0532 Epoch: 5 Global Step: 90230 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:23,408-Speed 3328.19 samples/sec Loss 2.9650 LearningRate 0.0532 Epoch: 5 Global Step: 90240 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:26,475-Speed 3340.03 samples/sec Loss 2.8930 LearningRate 0.0532 Epoch: 5 Global Step: 90250 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:29,540-Speed 3341.76 samples/sec Loss 2.8431 LearningRate 0.0532 Epoch: 5 Global Step: 90260 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:47:32,663-Speed 3279.26 samples/sec Loss 2.9680 LearningRate 0.0532 Epoch: 5 Global Step: 90270 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:35,745-Speed 3323.52 samples/sec Loss 2.9616 LearningRate 0.0532 Epoch: 5 Global Step: 90280 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:38,831-Speed 3320.05 samples/sec Loss 2.9410 LearningRate 0.0532 Epoch: 5 Global Step: 90290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:41,935-Speed 3298.71 samples/sec Loss 2.8830 LearningRate 0.0532 Epoch: 5 Global Step: 90300 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:45,024-Speed 3315.81 samples/sec Loss 2.9367 LearningRate 0.0532 Epoch: 5 Global Step: 90310 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:48,091-Speed 3339.98 samples/sec Loss 2.9415 LearningRate 0.0532 Epoch: 5 Global Step: 90320 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:51,153-Speed 3345.51 samples/sec Loss 2.8930 LearningRate 0.0532 Epoch: 5 Global Step: 90330 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:54,246-Speed 3311.61 samples/sec Loss 2.8902 LearningRate 0.0532 Epoch: 5 Global Step: 90340 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:47:57,317-Speed 3334.62 samples/sec Loss 2.8777 LearningRate 0.0532 Epoch: 5 Global Step: 90350 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:00,394-Speed 3329.78 samples/sec Loss 2.9162 LearningRate 0.0532 Epoch: 5 Global Step: 90360 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:03,609-Speed 3185.64 samples/sec Loss 2.8921 LearningRate 0.0532 Epoch: 5 Global Step: 90370 Fp16 Grad Scale: 262144 Required: 26 hours Training: 2022-04-11 08:48:06,747-Speed 3264.14 samples/sec Loss 2.9079 LearningRate 0.0532 Epoch: 5 Global Step: 90380 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:09,810-Speed 3343.78 samples/sec Loss 2.9614 LearningRate 0.0532 Epoch: 5 Global Step: 90390 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:12,897-Speed 3317.84 samples/sec Loss 2.9144 LearningRate 0.0532 Epoch: 5 Global Step: 90400 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:15,992-Speed 3309.18 samples/sec Loss 2.9145 LearningRate 0.0532 Epoch: 5 Global Step: 90410 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:19,052-Speed 3347.38 samples/sec Loss 2.8871 LearningRate 0.0532 Epoch: 5 Global Step: 90420 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:22,098-Speed 3363.33 samples/sec Loss 2.9365 LearningRate 0.0532 Epoch: 5 Global Step: 90430 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:25,183-Speed 3319.79 samples/sec Loss 2.8988 LearningRate 0.0532 Epoch: 5 Global Step: 90440 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:28,250-Speed 3339.40 samples/sec Loss 2.9515 LearningRate 0.0532 Epoch: 5 Global Step: 90450 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:31,340-Speed 3314.84 samples/sec Loss 2.9557 LearningRate 0.0531 Epoch: 5 Global Step: 90460 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:34,530-Speed 3211.13 samples/sec Loss 2.9147 LearningRate 0.0531 Epoch: 5 Global Step: 90470 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:37,596-Speed 3341.14 samples/sec Loss 2.9763 LearningRate 0.0531 Epoch: 5 Global Step: 90480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:40,668-Speed 3333.84 samples/sec Loss 2.8653 LearningRate 0.0531 Epoch: 5 Global Step: 90490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:43,742-Speed 3332.57 samples/sec Loss 2.9405 LearningRate 0.0531 Epoch: 5 Global Step: 90500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:46,800-Speed 3349.33 samples/sec Loss 2.8966 LearningRate 0.0531 Epoch: 5 Global Step: 90510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:49,857-Speed 3350.21 samples/sec Loss 2.9476 LearningRate 0.0531 Epoch: 5 Global Step: 90520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:48:52,912-Speed 3352.39 samples/sec Loss 2.8916 LearningRate 0.0531 Epoch: 5 Global Step: 90530 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:55,973-Speed 3347.45 samples/sec Loss 2.9091 LearningRate 0.0531 Epoch: 5 Global Step: 90540 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:48:59,032-Speed 3347.85 samples/sec Loss 2.9281 LearningRate 0.0531 Epoch: 5 Global Step: 90550 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:02,089-Speed 3350.44 samples/sec Loss 2.8808 LearningRate 0.0531 Epoch: 5 Global Step: 90560 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:05,148-Speed 3348.03 samples/sec Loss 2.8392 LearningRate 0.0531 Epoch: 5 Global Step: 90570 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:08,276-Speed 3274.85 samples/sec Loss 2.8682 LearningRate 0.0531 Epoch: 5 Global Step: 90580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:11,336-Speed 3347.28 samples/sec Loss 2.8234 LearningRate 0.0531 Epoch: 5 Global Step: 90590 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:14,390-Speed 3354.08 samples/sec Loss 2.9081 LearningRate 0.0531 Epoch: 5 Global Step: 90600 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:17,450-Speed 3346.99 samples/sec Loss 2.8875 LearningRate 0.0531 Epoch: 5 Global Step: 90610 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:20,511-Speed 3345.91 samples/sec Loss 2.9597 LearningRate 0.0531 Epoch: 5 Global Step: 90620 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:23,625-Speed 3288.86 samples/sec Loss 2.8704 LearningRate 0.0531 Epoch: 5 Global Step: 90630 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:26,794-Speed 3232.42 samples/sec Loss 2.8319 LearningRate 0.0531 Epoch: 5 Global Step: 90640 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:29,949-Speed 3246.02 samples/sec Loss 2.9510 LearningRate 0.0531 Epoch: 5 Global Step: 90650 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:33,132-Speed 3218.83 samples/sec Loss 2.8600 LearningRate 0.0531 Epoch: 5 Global Step: 90660 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:36,373-Speed 3159.80 samples/sec Loss 2.9485 LearningRate 0.0531 Epoch: 5 Global Step: 90670 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:39,475-Speed 3302.20 samples/sec Loss 2.9225 LearningRate 0.0531 Epoch: 5 Global Step: 90680 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:42,530-Speed 3352.68 samples/sec Loss 2.8250 LearningRate 0.0530 Epoch: 5 Global Step: 90690 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:45,697-Speed 3233.75 samples/sec Loss 2.8353 LearningRate 0.0530 Epoch: 5 Global Step: 90700 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:48,929-Speed 3169.43 samples/sec Loss 2.8348 LearningRate 0.0530 Epoch: 5 Global Step: 90710 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:52,046-Speed 3285.58 samples/sec Loss 2.8854 LearningRate 0.0530 Epoch: 5 Global Step: 90720 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:55,098-Speed 3356.55 samples/sec Loss 2.9257 LearningRate 0.0530 Epoch: 5 Global Step: 90730 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:49:58,241-Speed 3258.49 samples/sec Loss 2.9033 LearningRate 0.0530 Epoch: 5 Global Step: 90740 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:01,335-Speed 3310.89 samples/sec Loss 2.8832 LearningRate 0.0530 Epoch: 5 Global Step: 90750 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:04,409-Speed 3331.17 samples/sec Loss 2.8448 LearningRate 0.0530 Epoch: 5 Global Step: 90760 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:07,508-Speed 3305.16 samples/sec Loss 2.8648 LearningRate 0.0530 Epoch: 5 Global Step: 90770 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:10,573-Speed 3341.91 samples/sec Loss 2.8996 LearningRate 0.0530 Epoch: 5 Global Step: 90780 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:13,671-Speed 3306.63 samples/sec Loss 2.8951 LearningRate 0.0530 Epoch: 5 Global Step: 90790 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:16,783-Speed 3291.18 samples/sec Loss 2.9835 LearningRate 0.0530 Epoch: 5 Global Step: 90800 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:19,860-Speed 3328.77 samples/sec Loss 2.8565 LearningRate 0.0530 Epoch: 5 Global Step: 90810 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:22,948-Speed 3316.81 samples/sec Loss 2.8778 LearningRate 0.0530 Epoch: 5 Global Step: 90820 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:26,026-Speed 3328.97 samples/sec Loss 2.8193 LearningRate 0.0530 Epoch: 5 Global Step: 90830 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:29,168-Speed 3260.48 samples/sec Loss 2.8832 LearningRate 0.0530 Epoch: 5 Global Step: 90840 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:32,240-Speed 3334.02 samples/sec Loss 2.8525 LearningRate 0.0530 Epoch: 5 Global Step: 90850 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:35,340-Speed 3303.41 samples/sec Loss 2.8809 LearningRate 0.0530 Epoch: 5 Global Step: 90860 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:38,416-Speed 3329.72 samples/sec Loss 2.8580 LearningRate 0.0530 Epoch: 5 Global Step: 90870 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:41,482-Speed 3341.85 samples/sec Loss 2.9016 LearningRate 0.0530 Epoch: 5 Global Step: 90880 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:50:44,562-Speed 3325.60 samples/sec Loss 2.8979 LearningRate 0.0530 Epoch: 5 Global Step: 90890 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:47,636-Speed 3331.75 samples/sec Loss 2.8248 LearningRate 0.0530 Epoch: 5 Global Step: 90900 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:50,749-Speed 3290.48 samples/sec Loss 2.8308 LearningRate 0.0530 Epoch: 5 Global Step: 90910 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:53,825-Speed 3329.62 samples/sec Loss 2.8214 LearningRate 0.0529 Epoch: 5 Global Step: 90920 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:56,884-Speed 3348.18 samples/sec Loss 2.8941 LearningRate 0.0529 Epoch: 5 Global Step: 90930 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:50:59,947-Speed 3343.50 samples/sec Loss 2.8770 LearningRate 0.0529 Epoch: 5 Global Step: 90940 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:03,054-Speed 3297.04 samples/sec Loss 2.9673 LearningRate 0.0529 Epoch: 5 Global Step: 90950 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:06,185-Speed 3271.22 samples/sec Loss 2.8971 LearningRate 0.0529 Epoch: 5 Global Step: 90960 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:09,271-Speed 3319.04 samples/sec Loss 2.9238 LearningRate 0.0529 Epoch: 5 Global Step: 90970 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:12,329-Speed 3349.42 samples/sec Loss 2.8787 LearningRate 0.0529 Epoch: 5 Global Step: 90980 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:15,524-Speed 3206.13 samples/sec Loss 2.9263 LearningRate 0.0529 Epoch: 5 Global Step: 90990 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:18,632-Speed 3296.02 samples/sec Loss 2.9374 LearningRate 0.0529 Epoch: 5 Global Step: 91000 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:21,746-Speed 3289.12 samples/sec Loss 2.8552 LearningRate 0.0529 Epoch: 5 Global Step: 91010 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:24,864-Speed 3284.90 samples/sec Loss 2.8882 LearningRate 0.0529 Epoch: 5 Global Step: 91020 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:27,964-Speed 3303.39 samples/sec Loss 2.8676 LearningRate 0.0529 Epoch: 5 Global Step: 91030 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:31,108-Speed 3258.22 samples/sec Loss 2.9158 LearningRate 0.0529 Epoch: 5 Global Step: 91040 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:34,228-Speed 3283.15 samples/sec Loss 2.8955 LearningRate 0.0529 Epoch: 5 Global Step: 91050 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:37,298-Speed 3337.19 samples/sec Loss 2.9332 LearningRate 0.0529 Epoch: 5 Global Step: 91060 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:40,372-Speed 3331.74 samples/sec Loss 2.8599 LearningRate 0.0529 Epoch: 5 Global Step: 91070 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:43,588-Speed 3184.73 samples/sec Loss 2.9693 LearningRate 0.0529 Epoch: 5 Global Step: 91080 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:46,704-Speed 3287.19 samples/sec Loss 2.8429 LearningRate 0.0529 Epoch: 5 Global Step: 91090 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:49,818-Speed 3289.46 samples/sec Loss 2.8592 LearningRate 0.0529 Epoch: 5 Global Step: 91100 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:52,894-Speed 3329.41 samples/sec Loss 2.9392 LearningRate 0.0529 Epoch: 5 Global Step: 91110 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:51:56,011-Speed 3286.23 samples/sec Loss 2.8780 LearningRate 0.0529 Epoch: 5 Global Step: 91120 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:51:59,147-Speed 3266.51 samples/sec Loss 2.8870 LearningRate 0.0529 Epoch: 5 Global Step: 91130 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:02,213-Speed 3341.01 samples/sec Loss 2.9110 LearningRate 0.0528 Epoch: 5 Global Step: 91140 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:05,349-Speed 3266.07 samples/sec Loss 2.8418 LearningRate 0.0528 Epoch: 5 Global Step: 91150 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:08,449-Speed 3303.82 samples/sec Loss 2.8874 LearningRate 0.0528 Epoch: 5 Global Step: 91160 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:11,551-Speed 3302.18 samples/sec Loss 2.8171 LearningRate 0.0528 Epoch: 5 Global Step: 91170 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:14,683-Speed 3270.47 samples/sec Loss 2.9925 LearningRate 0.0528 Epoch: 5 Global Step: 91180 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:17,793-Speed 3293.15 samples/sec Loss 2.8249 LearningRate 0.0528 Epoch: 5 Global Step: 91190 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:20,865-Speed 3334.10 samples/sec Loss 2.9066 LearningRate 0.0528 Epoch: 5 Global Step: 91200 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:23,980-Speed 3288.56 samples/sec Loss 2.8893 LearningRate 0.0528 Epoch: 5 Global Step: 91210 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:52:27,172-Speed 3208.27 samples/sec Loss 2.8739 LearningRate 0.0528 Epoch: 5 Global Step: 91220 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:52:30,259-Speed 3318.78 samples/sec Loss 2.9019 LearningRate 0.0528 Epoch: 5 Global Step: 91230 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:52:33,314-Speed 3351.95 samples/sec Loss 2.8564 LearningRate 0.0528 Epoch: 5 Global Step: 91240 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:36,438-Speed 3278.86 samples/sec Loss 2.9311 LearningRate 0.0528 Epoch: 5 Global Step: 91250 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:39,574-Speed 3266.01 samples/sec Loss 2.9194 LearningRate 0.0528 Epoch: 5 Global Step: 91260 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:42,694-Speed 3283.40 samples/sec Loss 2.9338 LearningRate 0.0528 Epoch: 5 Global Step: 91270 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:45,842-Speed 3253.75 samples/sec Loss 2.8947 LearningRate 0.0528 Epoch: 5 Global Step: 91280 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:48,910-Speed 3338.40 samples/sec Loss 2.9083 LearningRate 0.0528 Epoch: 5 Global Step: 91290 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:52,012-Speed 3302.10 samples/sec Loss 2.9753 LearningRate 0.0528 Epoch: 5 Global Step: 91300 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:55,075-Speed 3343.27 samples/sec Loss 2.9329 LearningRate 0.0528 Epoch: 5 Global Step: 91310 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:52:58,135-Speed 3347.40 samples/sec Loss 2.8974 LearningRate 0.0528 Epoch: 5 Global Step: 91320 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:53:01,210-Speed 3330.75 samples/sec Loss 2.9375 LearningRate 0.0528 Epoch: 5 Global Step: 91330 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:53:04,273-Speed 3344.73 samples/sec Loss 2.8332 LearningRate 0.0528 Epoch: 5 Global Step: 91340 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:07,341-Speed 3338.47 samples/sec Loss 2.9422 LearningRate 0.0528 Epoch: 5 Global Step: 91350 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:10,421-Speed 3325.07 samples/sec Loss 2.8671 LearningRate 0.0528 Epoch: 5 Global Step: 91360 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:13,488-Speed 3340.35 samples/sec Loss 2.9536 LearningRate 0.0527 Epoch: 5 Global Step: 91370 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:16,550-Speed 3344.51 samples/sec Loss 2.8188 LearningRate 0.0527 Epoch: 5 Global Step: 91380 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:19,626-Speed 3330.66 samples/sec Loss 2.8907 LearningRate 0.0527 Epoch: 5 Global Step: 91390 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:22,688-Speed 3344.50 samples/sec Loss 2.9641 LearningRate 0.0527 Epoch: 5 Global Step: 91400 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:25,757-Speed 3338.32 samples/sec Loss 2.8555 LearningRate 0.0527 Epoch: 5 Global Step: 91410 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:28,817-Speed 3346.46 samples/sec Loss 2.9007 LearningRate 0.0527 Epoch: 5 Global Step: 91420 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:31,894-Speed 3328.62 samples/sec Loss 2.9515 LearningRate 0.0527 Epoch: 5 Global Step: 91430 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:34,960-Speed 3340.57 samples/sec Loss 2.8910 LearningRate 0.0527 Epoch: 5 Global Step: 91440 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:53:38,092-Speed 3270.77 samples/sec Loss 2.8841 LearningRate 0.0527 Epoch: 5 Global Step: 91450 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:53:41,159-Speed 3338.87 samples/sec Loss 2.9551 LearningRate 0.0527 Epoch: 5 Global Step: 91460 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:44,228-Speed 3337.61 samples/sec Loss 2.9645 LearningRate 0.0527 Epoch: 5 Global Step: 91470 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:47,294-Speed 3340.75 samples/sec Loss 2.8970 LearningRate 0.0527 Epoch: 5 Global Step: 91480 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:50,358-Speed 3343.66 samples/sec Loss 2.9339 LearningRate 0.0527 Epoch: 5 Global Step: 91490 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:53,439-Speed 3323.34 samples/sec Loss 2.9941 LearningRate 0.0527 Epoch: 5 Global Step: 91500 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:56,501-Speed 3345.16 samples/sec Loss 2.9002 LearningRate 0.0527 Epoch: 5 Global Step: 91510 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:53:59,580-Speed 3326.94 samples/sec Loss 2.9608 LearningRate 0.0527 Epoch: 5 Global Step: 91520 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:02,660-Speed 3325.68 samples/sec Loss 3.0072 LearningRate 0.0527 Epoch: 5 Global Step: 91530 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:05,730-Speed 3335.89 samples/sec Loss 2.8665 LearningRate 0.0527 Epoch: 5 Global Step: 91540 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:08,795-Speed 3342.12 samples/sec Loss 2.9212 LearningRate 0.0527 Epoch: 5 Global Step: 91550 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:11,869-Speed 3332.51 samples/sec Loss 2.9244 LearningRate 0.0527 Epoch: 5 Global Step: 91560 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:14,958-Speed 3315.37 samples/sec Loss 2.8915 LearningRate 0.0527 Epoch: 5 Global Step: 91570 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:18,021-Speed 3344.11 samples/sec Loss 2.8900 LearningRate 0.0527 Epoch: 5 Global Step: 91580 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:21,087-Speed 3340.38 samples/sec Loss 2.8838 LearningRate 0.0527 Epoch: 5 Global Step: 91590 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:24,162-Speed 3331.19 samples/sec Loss 2.8602 LearningRate 0.0526 Epoch: 5 Global Step: 91600 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:27,238-Speed 3330.69 samples/sec Loss 2.9920 LearningRate 0.0526 Epoch: 5 Global Step: 91610 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:30,316-Speed 3327.59 samples/sec Loss 2.9930 LearningRate 0.0526 Epoch: 5 Global Step: 91620 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:33,477-Speed 3239.25 samples/sec Loss 2.9303 LearningRate 0.0526 Epoch: 5 Global Step: 91630 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:54:36,548-Speed 3336.13 samples/sec Loss 2.9266 LearningRate 0.0526 Epoch: 5 Global Step: 91640 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:39,622-Speed 3332.69 samples/sec Loss 2.8953 LearningRate 0.0526 Epoch: 5 Global Step: 91650 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:42,751-Speed 3272.74 samples/sec Loss 2.9627 LearningRate 0.0526 Epoch: 5 Global Step: 91660 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:45,841-Speed 3315.48 samples/sec Loss 2.9418 LearningRate 0.0526 Epoch: 5 Global Step: 91670 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:49,007-Speed 3235.15 samples/sec Loss 2.9234 LearningRate 0.0526 Epoch: 5 Global Step: 91680 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:52,102-Speed 3309.18 samples/sec Loss 2.9217 LearningRate 0.0526 Epoch: 5 Global Step: 91690 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:55,201-Speed 3305.34 samples/sec Loss 2.9205 LearningRate 0.0526 Epoch: 5 Global Step: 91700 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:54:58,284-Speed 3323.55 samples/sec Loss 2.9368 LearningRate 0.0526 Epoch: 5 Global Step: 91710 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:55:01,351-Speed 3339.66 samples/sec Loss 2.9167 LearningRate 0.0526 Epoch: 5 Global Step: 91720 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:55:04,419-Speed 3337.58 samples/sec Loss 2.8712 LearningRate 0.0526 Epoch: 5 Global Step: 91730 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:55:07,501-Speed 3324.15 samples/sec Loss 2.8933 LearningRate 0.0526 Epoch: 5 Global Step: 91740 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:55:10,587-Speed 3318.92 samples/sec Loss 2.9614 LearningRate 0.0526 Epoch: 5 Global Step: 91750 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:13,724-Speed 3265.09 samples/sec Loss 2.9235 LearningRate 0.0526 Epoch: 5 Global Step: 91760 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:16,798-Speed 3331.66 samples/sec Loss 2.8853 LearningRate 0.0526 Epoch: 5 Global Step: 91770 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:19,866-Speed 3338.93 samples/sec Loss 2.8967 LearningRate 0.0526 Epoch: 5 Global Step: 91780 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:22,934-Speed 3338.81 samples/sec Loss 2.8648 LearningRate 0.0526 Epoch: 5 Global Step: 91790 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:26,018-Speed 3321.47 samples/sec Loss 2.8561 LearningRate 0.0526 Epoch: 5 Global Step: 91800 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:29,110-Speed 3312.39 samples/sec Loss 2.9055 LearningRate 0.0526 Epoch: 5 Global Step: 91810 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:32,196-Speed 3318.55 samples/sec Loss 2.8816 LearningRate 0.0526 Epoch: 5 Global Step: 91820 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:35,266-Speed 3335.62 samples/sec Loss 2.9176 LearningRate 0.0525 Epoch: 5 Global Step: 91830 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:38,395-Speed 3273.82 samples/sec Loss 2.8016 LearningRate 0.0525 Epoch: 5 Global Step: 91840 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:55:41,495-Speed 3304.47 samples/sec Loss 2.8912 LearningRate 0.0525 Epoch: 5 Global Step: 91850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 08:55:44,559-Speed 3342.94 samples/sec Loss 2.8554 LearningRate 0.0525 Epoch: 5 Global Step: 91860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 08:55:47,629-Speed 3335.48 samples/sec Loss 2.8581 LearningRate 0.0525 Epoch: 5 Global Step: 91870 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 08:55:50,697-Speed 3339.20 samples/sec Loss 2.8858 LearningRate 0.0525 Epoch: 5 Global Step: 91880 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 08:55:53,761-Speed 3342.70 samples/sec Loss 2.8871 LearningRate 0.0525 Epoch: 5 Global Step: 91890 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 08:55:56,956-Speed 3205.56 samples/sec Loss 2.8654 LearningRate 0.0525 Epoch: 5 Global Step: 91900 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 08:56:00,005-Speed 3358.95 samples/sec Loss 2.8814 LearningRate 0.0525 Epoch: 5 Global Step: 91910 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:56:03,070-Speed 3341.69 samples/sec Loss 2.8514 LearningRate 0.0525 Epoch: 5 Global Step: 91920 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:56:06,161-Speed 3313.96 samples/sec Loss 2.8696 LearningRate 0.0525 Epoch: 5 Global Step: 91930 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:56:09,240-Speed 3326.68 samples/sec Loss 2.9716 LearningRate 0.0525 Epoch: 5 Global Step: 91940 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 08:56:12,300-Speed 3347.28 samples/sec Loss 2.9185 LearningRate 0.0525 Epoch: 5 Global Step: 91950 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 08:56:15,421-Speed 3281.42 samples/sec Loss 2.9702 LearningRate 0.0525 Epoch: 5 Global Step: 91960 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 08:56:18,562-Speed 3261.74 samples/sec Loss 2.8749 LearningRate 0.0525 Epoch: 5 Global Step: 91970 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 08:56:21,648-Speed 3319.04 samples/sec Loss 2.8734 LearningRate 0.0525 Epoch: 5 Global Step: 91980 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 08:56:24,722-Speed 3331.99 samples/sec Loss 2.9033 LearningRate 0.0525 Epoch: 5 Global Step: 91990 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 08:56:27,882-Speed 3241.58 samples/sec Loss 2.8927 LearningRate 0.0525 Epoch: 5 Global Step: 92000 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 08:57:11,771-[lfw][92000]XNorm: 21.650391 Training: 2022-04-11 08:57:11,771-[lfw][92000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 08:57:11,772-[lfw][92000]Accuracy-Highest: 0.99817 Training: 2022-04-11 08:58:02,677-[cfp_fp][92000]XNorm: 20.560312 Training: 2022-04-11 08:58:02,677-[cfp_fp][92000]Accuracy-Flip: 0.98500+-0.00576 Training: 2022-04-11 08:58:02,678-[cfp_fp][92000]Accuracy-Highest: 0.98557 Training: 2022-04-11 08:58:46,437-[agedb_30][92000]XNorm: 21.564771 Training: 2022-04-11 08:58:46,438-[agedb_30][92000]Accuracy-Flip: 0.98050+-0.00727 Training: 2022-04-11 08:58:46,438-[agedb_30][92000]Accuracy-Highest: 0.98200 Training: 2022-04-11 08:58:49,501-Speed 72.31 samples/sec Loss 2.8286 LearningRate 0.0525 Epoch: 5 Global Step: 92010 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:58:52,571-Speed 3337.00 samples/sec Loss 2.9615 LearningRate 0.0525 Epoch: 5 Global Step: 92020 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:58:55,691-Speed 3282.38 samples/sec Loss 2.8950 LearningRate 0.0525 Epoch: 5 Global Step: 92030 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:58:58,841-Speed 3252.40 samples/sec Loss 2.8878 LearningRate 0.0525 Epoch: 5 Global Step: 92040 Fp16 Grad Scale: 32768 Required: 26 hours Training: 2022-04-11 08:59:01,900-Speed 3348.07 samples/sec Loss 3.0105 LearningRate 0.0525 Epoch: 5 Global Step: 92050 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:04,980-Speed 3325.55 samples/sec Loss 2.8717 LearningRate 0.0524 Epoch: 5 Global Step: 92060 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:08,034-Speed 3353.90 samples/sec Loss 2.9222 LearningRate 0.0524 Epoch: 5 Global Step: 92070 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:11,095-Speed 3346.34 samples/sec Loss 2.9951 LearningRate 0.0524 Epoch: 5 Global Step: 92080 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:14,237-Speed 3259.40 samples/sec Loss 2.9266 LearningRate 0.0524 Epoch: 5 Global Step: 92090 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:17,324-Speed 3318.36 samples/sec Loss 2.9092 LearningRate 0.0524 Epoch: 5 Global Step: 92100 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:20,382-Speed 3348.62 samples/sec Loss 2.9238 LearningRate 0.0524 Epoch: 5 Global Step: 92110 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:23,445-Speed 3344.94 samples/sec Loss 2.8263 LearningRate 0.0524 Epoch: 5 Global Step: 92120 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:26,508-Speed 3343.31 samples/sec Loss 2.9413 LearningRate 0.0524 Epoch: 5 Global Step: 92130 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:29,579-Speed 3336.11 samples/sec Loss 2.9464 LearningRate 0.0524 Epoch: 5 Global Step: 92140 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:32,648-Speed 3337.27 samples/sec Loss 2.8530 LearningRate 0.0524 Epoch: 5 Global Step: 92150 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:59:35,721-Speed 3331.95 samples/sec Loss 2.9168 LearningRate 0.0524 Epoch: 5 Global Step: 92160 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 08:59:38,776-Speed 3353.29 samples/sec Loss 2.8683 LearningRate 0.0524 Epoch: 5 Global Step: 92170 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:41,839-Speed 3343.74 samples/sec Loss 2.8886 LearningRate 0.0524 Epoch: 5 Global Step: 92180 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:44,919-Speed 3325.77 samples/sec Loss 2.8713 LearningRate 0.0524 Epoch: 5 Global Step: 92190 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:48,002-Speed 3323.08 samples/sec Loss 2.8896 LearningRate 0.0524 Epoch: 5 Global Step: 92200 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:51,067-Speed 3342.70 samples/sec Loss 2.9222 LearningRate 0.0524 Epoch: 5 Global Step: 92210 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:54,157-Speed 3314.17 samples/sec Loss 2.9083 LearningRate 0.0524 Epoch: 5 Global Step: 92220 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 08:59:57,252-Speed 3309.73 samples/sec Loss 2.9046 LearningRate 0.0524 Epoch: 5 Global Step: 92230 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:00,386-Speed 3268.68 samples/sec Loss 2.9203 LearningRate 0.0524 Epoch: 5 Global Step: 92240 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:03,496-Speed 3292.81 samples/sec Loss 2.9075 LearningRate 0.0524 Epoch: 5 Global Step: 92250 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:06,589-Speed 3311.50 samples/sec Loss 2.9472 LearningRate 0.0524 Epoch: 5 Global Step: 92260 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:09,649-Speed 3347.27 samples/sec Loss 2.9530 LearningRate 0.0524 Epoch: 5 Global Step: 92270 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 09:00:12,719-Speed 3337.13 samples/sec Loss 2.9056 LearningRate 0.0524 Epoch: 5 Global Step: 92280 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 09:00:15,847-Speed 3273.74 samples/sec Loss 2.8838 LearningRate 0.0524 Epoch: 5 Global Step: 92290 Fp16 Grad Scale: 131072 Required: 26 hours Training: 2022-04-11 09:00:18,922-Speed 3331.27 samples/sec Loss 2.8112 LearningRate 0.0523 Epoch: 5 Global Step: 92300 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:22,034-Speed 3291.58 samples/sec Loss 2.9894 LearningRate 0.0523 Epoch: 5 Global Step: 92310 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:25,121-Speed 3317.91 samples/sec Loss 2.9056 LearningRate 0.0523 Epoch: 5 Global Step: 92320 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:28,185-Speed 3343.01 samples/sec Loss 2.8796 LearningRate 0.0523 Epoch: 5 Global Step: 92330 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:31,245-Speed 3347.02 samples/sec Loss 2.9643 LearningRate 0.0523 Epoch: 5 Global Step: 92340 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:34,316-Speed 3335.25 samples/sec Loss 2.8801 LearningRate 0.0523 Epoch: 5 Global Step: 92350 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:37,370-Speed 3353.85 samples/sec Loss 2.8668 LearningRate 0.0523 Epoch: 5 Global Step: 92360 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:40,453-Speed 3322.02 samples/sec Loss 2.8115 LearningRate 0.0523 Epoch: 5 Global Step: 92370 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:43,655-Speed 3200.56 samples/sec Loss 2.8903 LearningRate 0.0523 Epoch: 5 Global Step: 92380 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:46,746-Speed 3313.00 samples/sec Loss 2.9277 LearningRate 0.0523 Epoch: 5 Global Step: 92390 Fp16 Grad Scale: 65536 Required: 26 hours Training: 2022-04-11 09:00:49,822-Speed 3329.49 samples/sec Loss 2.9366 LearningRate 0.0523 Epoch: 5 Global Step: 92400 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:00:52,913-Speed 3314.60 samples/sec Loss 2.9861 LearningRate 0.0523 Epoch: 5 Global Step: 92410 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:00:55,991-Speed 3327.88 samples/sec Loss 2.8483 LearningRate 0.0523 Epoch: 5 Global Step: 92420 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:00:59,079-Speed 3316.83 samples/sec Loss 2.9282 LearningRate 0.0523 Epoch: 5 Global Step: 92430 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:02,140-Speed 3346.10 samples/sec Loss 2.8587 LearningRate 0.0523 Epoch: 5 Global Step: 92440 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:05,282-Speed 3259.83 samples/sec Loss 2.9674 LearningRate 0.0523 Epoch: 5 Global Step: 92450 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:08,352-Speed 3337.12 samples/sec Loss 2.9555 LearningRate 0.0523 Epoch: 5 Global Step: 92460 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:11,446-Speed 3310.43 samples/sec Loss 2.9100 LearningRate 0.0523 Epoch: 5 Global Step: 92470 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:14,566-Speed 3283.45 samples/sec Loss 2.9415 LearningRate 0.0523 Epoch: 5 Global Step: 92480 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:17,625-Speed 3348.23 samples/sec Loss 2.9710 LearningRate 0.0523 Epoch: 5 Global Step: 92490 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:20,686-Speed 3345.97 samples/sec Loss 2.8519 LearningRate 0.0523 Epoch: 5 Global Step: 92500 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:23,752-Speed 3340.85 samples/sec Loss 2.8271 LearningRate 0.0523 Epoch: 5 Global Step: 92510 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:01:26,852-Speed 3304.40 samples/sec Loss 2.9207 LearningRate 0.0523 Epoch: 5 Global Step: 92520 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:29,946-Speed 3309.94 samples/sec Loss 2.8323 LearningRate 0.0522 Epoch: 5 Global Step: 92530 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:33,033-Speed 3318.38 samples/sec Loss 2.9266 LearningRate 0.0522 Epoch: 5 Global Step: 92540 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:36,192-Speed 3242.37 samples/sec Loss 2.8998 LearningRate 0.0522 Epoch: 5 Global Step: 92550 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:39,337-Speed 3256.69 samples/sec Loss 2.9114 LearningRate 0.0522 Epoch: 5 Global Step: 92560 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:42,456-Speed 3283.45 samples/sec Loss 2.8536 LearningRate 0.0522 Epoch: 5 Global Step: 92570 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:45,557-Speed 3303.29 samples/sec Loss 2.9127 LearningRate 0.0522 Epoch: 5 Global Step: 92580 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:48,673-Speed 3286.87 samples/sec Loss 2.8890 LearningRate 0.0522 Epoch: 5 Global Step: 92590 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:51,737-Speed 3343.29 samples/sec Loss 2.8759 LearningRate 0.0522 Epoch: 5 Global Step: 92600 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:54,797-Speed 3347.37 samples/sec Loss 2.8788 LearningRate 0.0522 Epoch: 5 Global Step: 92610 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:01:57,854-Speed 3351.43 samples/sec Loss 2.9103 LearningRate 0.0522 Epoch: 5 Global Step: 92620 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:00,943-Speed 3315.42 samples/sec Loss 2.9308 LearningRate 0.0522 Epoch: 5 Global Step: 92630 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:04,030-Speed 3317.45 samples/sec Loss 2.8536 LearningRate 0.0522 Epoch: 5 Global Step: 92640 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:07,119-Speed 3316.34 samples/sec Loss 2.8864 LearningRate 0.0522 Epoch: 5 Global Step: 92650 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:10,198-Speed 3326.16 samples/sec Loss 2.8803 LearningRate 0.0522 Epoch: 5 Global Step: 92660 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:13,265-Speed 3340.14 samples/sec Loss 2.8435 LearningRate 0.0522 Epoch: 5 Global Step: 92670 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:16,330-Speed 3341.31 samples/sec Loss 2.9022 LearningRate 0.0522 Epoch: 5 Global Step: 92680 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:19,398-Speed 3338.90 samples/sec Loss 2.9552 LearningRate 0.0522 Epoch: 5 Global Step: 92690 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:22,456-Speed 3348.83 samples/sec Loss 2.8857 LearningRate 0.0522 Epoch: 5 Global Step: 92700 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:25,542-Speed 3320.01 samples/sec Loss 2.8958 LearningRate 0.0522 Epoch: 5 Global Step: 92710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:28,592-Speed 3357.86 samples/sec Loss 2.8498 LearningRate 0.0522 Epoch: 5 Global Step: 92720 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:31,650-Speed 3349.28 samples/sec Loss 2.8859 LearningRate 0.0522 Epoch: 5 Global Step: 92730 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:34,708-Speed 3349.68 samples/sec Loss 2.9039 LearningRate 0.0522 Epoch: 5 Global Step: 92740 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:37,765-Speed 3350.46 samples/sec Loss 2.8841 LearningRate 0.0522 Epoch: 5 Global Step: 92750 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:40,827-Speed 3344.53 samples/sec Loss 2.8611 LearningRate 0.0521 Epoch: 5 Global Step: 92760 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:02:43,921-Speed 3310.84 samples/sec Loss 2.8778 LearningRate 0.0521 Epoch: 5 Global Step: 92770 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:02:47,025-Speed 3300.15 samples/sec Loss 2.8949 LearningRate 0.0521 Epoch: 5 Global Step: 92780 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:02:50,095-Speed 3336.39 samples/sec Loss 2.9308 LearningRate 0.0521 Epoch: 5 Global Step: 92790 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:02:53,175-Speed 3325.74 samples/sec Loss 2.9190 LearningRate 0.0521 Epoch: 5 Global Step: 92800 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:02:56,251-Speed 3329.09 samples/sec Loss 2.9157 LearningRate 0.0521 Epoch: 5 Global Step: 92810 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:02:59,320-Speed 3338.44 samples/sec Loss 2.8446 LearningRate 0.0521 Epoch: 5 Global Step: 92820 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:02,410-Speed 3314.83 samples/sec Loss 2.8981 LearningRate 0.0521 Epoch: 5 Global Step: 92830 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:05,485-Speed 3330.51 samples/sec Loss 2.9750 LearningRate 0.0521 Epoch: 5 Global Step: 92840 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:08,549-Speed 3342.99 samples/sec Loss 2.9437 LearningRate 0.0521 Epoch: 5 Global Step: 92850 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:11,616-Speed 3339.74 samples/sec Loss 2.8692 LearningRate 0.0521 Epoch: 5 Global Step: 92860 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:14,694-Speed 3328.24 samples/sec Loss 2.8950 LearningRate 0.0521 Epoch: 5 Global Step: 92870 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:17,761-Speed 3338.87 samples/sec Loss 2.7848 LearningRate 0.0521 Epoch: 5 Global Step: 92880 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:20,904-Speed 3258.97 samples/sec Loss 2.8483 LearningRate 0.0521 Epoch: 5 Global Step: 92890 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:24,120-Speed 3185.66 samples/sec Loss 2.9655 LearningRate 0.0521 Epoch: 5 Global Step: 92900 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:27,233-Speed 3289.49 samples/sec Loss 2.8640 LearningRate 0.0521 Epoch: 5 Global Step: 92910 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:30,312-Speed 3326.90 samples/sec Loss 2.9005 LearningRate 0.0521 Epoch: 5 Global Step: 92920 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:03:33,374-Speed 3345.06 samples/sec Loss 2.9377 LearningRate 0.0521 Epoch: 5 Global Step: 92930 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:36,533-Speed 3242.97 samples/sec Loss 2.8359 LearningRate 0.0521 Epoch: 5 Global Step: 92940 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:39,607-Speed 3331.91 samples/sec Loss 2.9556 LearningRate 0.0521 Epoch: 5 Global Step: 92950 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:42,661-Speed 3352.77 samples/sec Loss 2.9538 LearningRate 0.0521 Epoch: 5 Global Step: 92960 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:45,735-Speed 3333.23 samples/sec Loss 2.8972 LearningRate 0.0521 Epoch: 5 Global Step: 92970 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:48,804-Speed 3336.79 samples/sec Loss 2.9202 LearningRate 0.0521 Epoch: 5 Global Step: 92980 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:51,877-Speed 3333.47 samples/sec Loss 2.7672 LearningRate 0.0520 Epoch: 5 Global Step: 92990 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:54,965-Speed 3316.57 samples/sec Loss 2.8983 LearningRate 0.0520 Epoch: 5 Global Step: 93000 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:03:58,047-Speed 3323.40 samples/sec Loss 2.8596 LearningRate 0.0520 Epoch: 5 Global Step: 93010 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:01,111-Speed 3343.30 samples/sec Loss 2.8893 LearningRate 0.0520 Epoch: 5 Global Step: 93020 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:04,175-Speed 3342.75 samples/sec Loss 2.9060 LearningRate 0.0520 Epoch: 5 Global Step: 93030 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:04:07,259-Speed 3321.54 samples/sec Loss 2.9341 LearningRate 0.0520 Epoch: 5 Global Step: 93040 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:04:10,331-Speed 3334.56 samples/sec Loss 2.9161 LearningRate 0.0520 Epoch: 5 Global Step: 93050 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:04:13,395-Speed 3342.79 samples/sec Loss 2.8225 LearningRate 0.0520 Epoch: 5 Global Step: 93060 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:04:16,448-Speed 3355.06 samples/sec Loss 2.8358 LearningRate 0.0520 Epoch: 5 Global Step: 93070 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:19,516-Speed 3337.96 samples/sec Loss 2.7676 LearningRate 0.0520 Epoch: 5 Global Step: 93080 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:22,587-Speed 3335.21 samples/sec Loss 2.8215 LearningRate 0.0520 Epoch: 5 Global Step: 93090 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:25,653-Speed 3340.92 samples/sec Loss 2.9445 LearningRate 0.0520 Epoch: 5 Global Step: 93100 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:28,786-Speed 3269.87 samples/sec Loss 2.9910 LearningRate 0.0520 Epoch: 5 Global Step: 93110 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:31,843-Speed 3350.34 samples/sec Loss 2.8468 LearningRate 0.0520 Epoch: 5 Global Step: 93120 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:34,925-Speed 3323.31 samples/sec Loss 2.9628 LearningRate 0.0520 Epoch: 5 Global Step: 93130 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:38,012-Speed 3318.06 samples/sec Loss 2.9016 LearningRate 0.0520 Epoch: 5 Global Step: 93140 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:41,074-Speed 3345.30 samples/sec Loss 2.8721 LearningRate 0.0520 Epoch: 5 Global Step: 93150 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:44,161-Speed 3317.73 samples/sec Loss 2.8975 LearningRate 0.0520 Epoch: 5 Global Step: 93160 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:47,289-Speed 3274.70 samples/sec Loss 2.9399 LearningRate 0.0520 Epoch: 5 Global Step: 93170 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:50,363-Speed 3331.96 samples/sec Loss 2.9433 LearningRate 0.0520 Epoch: 5 Global Step: 93180 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:53,447-Speed 3321.64 samples/sec Loss 2.9773 LearningRate 0.0520 Epoch: 5 Global Step: 93190 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:56,517-Speed 3336.08 samples/sec Loss 2.8774 LearningRate 0.0520 Epoch: 5 Global Step: 93200 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:04:59,588-Speed 3335.32 samples/sec Loss 2.8643 LearningRate 0.0520 Epoch: 5 Global Step: 93210 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:02,655-Speed 3339.07 samples/sec Loss 2.8934 LearningRate 0.0519 Epoch: 5 Global Step: 93220 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:05,745-Speed 3315.75 samples/sec Loss 2.9457 LearningRate 0.0519 Epoch: 5 Global Step: 93230 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:08,808-Speed 3342.91 samples/sec Loss 2.9021 LearningRate 0.0519 Epoch: 5 Global Step: 93240 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:11,897-Speed 3316.17 samples/sec Loss 2.9237 LearningRate 0.0519 Epoch: 5 Global Step: 93250 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:15,012-Speed 3288.24 samples/sec Loss 2.8282 LearningRate 0.0519 Epoch: 5 Global Step: 93260 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:18,110-Speed 3307.21 samples/sec Loss 2.9057 LearningRate 0.0519 Epoch: 5 Global Step: 93270 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:05:21,261-Speed 3250.50 samples/sec Loss 2.9228 LearningRate 0.0519 Epoch: 5 Global Step: 93280 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:05:24,336-Speed 3329.69 samples/sec Loss 2.9373 LearningRate 0.0519 Epoch: 5 Global Step: 93290 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:05:27,437-Speed 3303.28 samples/sec Loss 2.9260 LearningRate 0.0519 Epoch: 5 Global Step: 93300 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:05:30,504-Speed 3340.13 samples/sec Loss 2.8224 LearningRate 0.0519 Epoch: 5 Global Step: 93310 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:05:33,558-Speed 3354.17 samples/sec Loss 2.9139 LearningRate 0.0519 Epoch: 5 Global Step: 93320 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:36,637-Speed 3326.12 samples/sec Loss 2.9302 LearningRate 0.0519 Epoch: 5 Global Step: 93330 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:39,713-Speed 3330.50 samples/sec Loss 2.8955 LearningRate 0.0519 Epoch: 5 Global Step: 93340 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:42,772-Speed 3347.98 samples/sec Loss 2.8942 LearningRate 0.0519 Epoch: 5 Global Step: 93350 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:45,848-Speed 3329.78 samples/sec Loss 2.8970 LearningRate 0.0519 Epoch: 5 Global Step: 93360 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:48,910-Speed 3345.59 samples/sec Loss 2.8530 LearningRate 0.0519 Epoch: 5 Global Step: 93370 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:52,029-Speed 3285.16 samples/sec Loss 2.8708 LearningRate 0.0519 Epoch: 5 Global Step: 93380 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:55,121-Speed 3313.12 samples/sec Loss 2.9215 LearningRate 0.0519 Epoch: 5 Global Step: 93390 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:05:58,250-Speed 3272.96 samples/sec Loss 2.9166 LearningRate 0.0519 Epoch: 5 Global Step: 93400 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:01,431-Speed 3220.30 samples/sec Loss 2.8816 LearningRate 0.0519 Epoch: 5 Global Step: 93410 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:04,526-Speed 3309.22 samples/sec Loss 2.9142 LearningRate 0.0519 Epoch: 5 Global Step: 93420 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:06:07,630-Speed 3300.56 samples/sec Loss 2.9541 LearningRate 0.0519 Epoch: 5 Global Step: 93430 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:06:10,792-Speed 3238.58 samples/sec Loss 2.8791 LearningRate 0.0519 Epoch: 5 Global Step: 93440 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:06:13,869-Speed 3328.96 samples/sec Loss 2.9247 LearningRate 0.0518 Epoch: 5 Global Step: 93450 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:06:16,933-Speed 3343.02 samples/sec Loss 2.8936 LearningRate 0.0518 Epoch: 5 Global Step: 93460 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:06:20,108-Speed 3226.72 samples/sec Loss 2.9318 LearningRate 0.0518 Epoch: 5 Global Step: 93470 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:06:23,288-Speed 3220.30 samples/sec Loss 2.8843 LearningRate 0.0518 Epoch: 5 Global Step: 93480 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:26,372-Speed 3322.16 samples/sec Loss 2.8581 LearningRate 0.0518 Epoch: 5 Global Step: 93490 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:29,438-Speed 3341.09 samples/sec Loss 2.9198 LearningRate 0.0518 Epoch: 5 Global Step: 93500 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:32,505-Speed 3339.96 samples/sec Loss 2.9297 LearningRate 0.0518 Epoch: 5 Global Step: 93510 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:35,566-Speed 3346.36 samples/sec Loss 2.9137 LearningRate 0.0518 Epoch: 5 Global Step: 93520 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:38,646-Speed 3325.20 samples/sec Loss 2.8562 LearningRate 0.0518 Epoch: 5 Global Step: 93530 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:41,877-Speed 3170.48 samples/sec Loss 2.8622 LearningRate 0.0518 Epoch: 5 Global Step: 93540 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:44,977-Speed 3303.44 samples/sec Loss 2.8629 LearningRate 0.0518 Epoch: 5 Global Step: 93550 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:48,047-Speed 3336.97 samples/sec Loss 2.8924 LearningRate 0.0518 Epoch: 5 Global Step: 93560 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:51,231-Speed 3216.29 samples/sec Loss 2.9074 LearningRate 0.0518 Epoch: 5 Global Step: 93570 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:54,361-Speed 3272.94 samples/sec Loss 2.8799 LearningRate 0.0518 Epoch: 5 Global Step: 93580 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:06:57,454-Speed 3311.83 samples/sec Loss 2.9410 LearningRate 0.0518 Epoch: 5 Global Step: 93590 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:00,525-Speed 3335.39 samples/sec Loss 2.8894 LearningRate 0.0518 Epoch: 5 Global Step: 93600 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:03,588-Speed 3344.43 samples/sec Loss 2.9557 LearningRate 0.0518 Epoch: 5 Global Step: 93610 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:06,656-Speed 3338.63 samples/sec Loss 2.8377 LearningRate 0.0518 Epoch: 5 Global Step: 93620 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:09,730-Speed 3332.05 samples/sec Loss 2.9826 LearningRate 0.0518 Epoch: 5 Global Step: 93630 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:12,795-Speed 3341.75 samples/sec Loss 2.8760 LearningRate 0.0518 Epoch: 5 Global Step: 93640 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:15,876-Speed 3325.91 samples/sec Loss 2.9404 LearningRate 0.0518 Epoch: 5 Global Step: 93650 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:18,937-Speed 3345.75 samples/sec Loss 2.7622 LearningRate 0.0518 Epoch: 5 Global Step: 93660 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:21,998-Speed 3346.85 samples/sec Loss 2.8593 LearningRate 0.0518 Epoch: 5 Global Step: 93670 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:25,097-Speed 3305.01 samples/sec Loss 2.8597 LearningRate 0.0517 Epoch: 5 Global Step: 93680 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:07:28,198-Speed 3303.20 samples/sec Loss 2.8793 LearningRate 0.0517 Epoch: 5 Global Step: 93690 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:07:31,259-Speed 3346.74 samples/sec Loss 2.8789 LearningRate 0.0517 Epoch: 5 Global Step: 93700 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:07:34,322-Speed 3343.28 samples/sec Loss 2.8811 LearningRate 0.0517 Epoch: 5 Global Step: 93710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:07:37,376-Speed 3354.25 samples/sec Loss 2.9047 LearningRate 0.0517 Epoch: 5 Global Step: 93720 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:40,546-Speed 3231.78 samples/sec Loss 2.8759 LearningRate 0.0517 Epoch: 5 Global Step: 93730 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:43,636-Speed 3314.11 samples/sec Loss 2.9295 LearningRate 0.0517 Epoch: 5 Global Step: 93740 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:46,723-Speed 3318.00 samples/sec Loss 2.9121 LearningRate 0.0517 Epoch: 5 Global Step: 93750 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:49,948-Speed 3175.76 samples/sec Loss 2.8601 LearningRate 0.0517 Epoch: 5 Global Step: 93760 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:53,064-Speed 3287.82 samples/sec Loss 2.9737 LearningRate 0.0517 Epoch: 5 Global Step: 93770 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:56,164-Speed 3303.64 samples/sec Loss 2.8845 LearningRate 0.0517 Epoch: 5 Global Step: 93780 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:07:59,282-Speed 3285.45 samples/sec Loss 2.9376 LearningRate 0.0517 Epoch: 5 Global Step: 93790 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:02,381-Speed 3305.15 samples/sec Loss 2.9000 LearningRate 0.0517 Epoch: 5 Global Step: 93800 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:05,461-Speed 3325.27 samples/sec Loss 2.8853 LearningRate 0.0517 Epoch: 5 Global Step: 93810 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:08,628-Speed 3235.05 samples/sec Loss 2.9198 LearningRate 0.0517 Epoch: 5 Global Step: 93820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:08:11,742-Speed 3288.39 samples/sec Loss 2.8974 LearningRate 0.0517 Epoch: 5 Global Step: 93830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:08:14,846-Speed 3300.10 samples/sec Loss 2.8816 LearningRate 0.0517 Epoch: 5 Global Step: 93840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:08:17,961-Speed 3288.43 samples/sec Loss 2.9224 LearningRate 0.0517 Epoch: 5 Global Step: 93850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:08:21,086-Speed 3277.12 samples/sec Loss 2.8995 LearningRate 0.0517 Epoch: 5 Global Step: 93860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:08:24,156-Speed 3336.05 samples/sec Loss 2.8886 LearningRate 0.0517 Epoch: 5 Global Step: 93870 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:27,237-Speed 3325.40 samples/sec Loss 2.9281 LearningRate 0.0517 Epoch: 5 Global Step: 93880 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:30,301-Speed 3343.18 samples/sec Loss 2.8893 LearningRate 0.0517 Epoch: 5 Global Step: 93890 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:33,364-Speed 3343.30 samples/sec Loss 2.8876 LearningRate 0.0517 Epoch: 5 Global Step: 93900 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:36,441-Speed 3328.57 samples/sec Loss 2.9216 LearningRate 0.0517 Epoch: 5 Global Step: 93910 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:39,589-Speed 3254.02 samples/sec Loss 2.9634 LearningRate 0.0516 Epoch: 5 Global Step: 93920 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:42,775-Speed 3215.56 samples/sec Loss 2.9479 LearningRate 0.0516 Epoch: 5 Global Step: 93930 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:45,910-Speed 3267.55 samples/sec Loss 2.8834 LearningRate 0.0516 Epoch: 5 Global Step: 93940 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:49,019-Speed 3293.90 samples/sec Loss 2.8652 LearningRate 0.0516 Epoch: 5 Global Step: 93950 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:52,178-Speed 3242.66 samples/sec Loss 2.9330 LearningRate 0.0516 Epoch: 5 Global Step: 93960 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:08:55,245-Speed 3339.09 samples/sec Loss 2.9669 LearningRate 0.0516 Epoch: 5 Global Step: 93970 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:08:58,383-Speed 3264.80 samples/sec Loss 2.8888 LearningRate 0.0516 Epoch: 5 Global Step: 93980 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:09:01,461-Speed 3327.57 samples/sec Loss 2.9481 LearningRate 0.0516 Epoch: 5 Global Step: 93990 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:09:04,534-Speed 3333.59 samples/sec Loss 2.8323 LearningRate 0.0516 Epoch: 5 Global Step: 94000 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:09:48,515-[lfw][94000]XNorm: 20.013484 Training: 2022-04-11 09:09:48,516-[lfw][94000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 09:09:48,517-[lfw][94000]Accuracy-Highest: 0.99817 Training: 2022-04-11 09:10:39,541-[cfp_fp][94000]XNorm: 18.759799 Training: 2022-04-11 09:10:39,541-[cfp_fp][94000]Accuracy-Flip: 0.98271+-0.00584 Training: 2022-04-11 09:10:39,542-[cfp_fp][94000]Accuracy-Highest: 0.98557 Training: 2022-04-11 09:11:23,416-[agedb_30][94000]XNorm: 20.514254 Training: 2022-04-11 09:11:23,417-[agedb_30][94000]Accuracy-Flip: 0.98133+-0.00666 Training: 2022-04-11 09:11:23,417-[agedb_30][94000]Accuracy-Highest: 0.98200 Training: 2022-04-11 09:11:26,604-Speed 72.08 samples/sec Loss 2.8181 LearningRate 0.0516 Epoch: 5 Global Step: 94010 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:29,657-Speed 3354.69 samples/sec Loss 2.9232 LearningRate 0.0516 Epoch: 5 Global Step: 94020 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:32,751-Speed 3311.06 samples/sec Loss 2.9619 LearningRate 0.0516 Epoch: 5 Global Step: 94030 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:35,925-Speed 3227.07 samples/sec Loss 2.8879 LearningRate 0.0516 Epoch: 5 Global Step: 94040 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:39,024-Speed 3304.59 samples/sec Loss 2.8418 LearningRate 0.0516 Epoch: 5 Global Step: 94050 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:42,115-Speed 3314.18 samples/sec Loss 2.8290 LearningRate 0.0516 Epoch: 5 Global Step: 94060 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:45,363-Speed 3153.96 samples/sec Loss 2.8450 LearningRate 0.0516 Epoch: 5 Global Step: 94070 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:11:48,488-Speed 3276.87 samples/sec Loss 2.8799 LearningRate 0.0516 Epoch: 5 Global Step: 94080 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:51,586-Speed 3306.09 samples/sec Loss 2.8964 LearningRate 0.0516 Epoch: 5 Global Step: 94090 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:54,646-Speed 3347.43 samples/sec Loss 2.9011 LearningRate 0.0516 Epoch: 5 Global Step: 94100 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:11:57,719-Speed 3332.94 samples/sec Loss 2.9125 LearningRate 0.0516 Epoch: 5 Global Step: 94110 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:00,778-Speed 3348.55 samples/sec Loss 2.8223 LearningRate 0.0516 Epoch: 5 Global Step: 94120 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:03,853-Speed 3330.80 samples/sec Loss 2.9384 LearningRate 0.0516 Epoch: 5 Global Step: 94130 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:06,914-Speed 3346.63 samples/sec Loss 2.8991 LearningRate 0.0516 Epoch: 5 Global Step: 94140 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:09,971-Speed 3350.87 samples/sec Loss 2.8419 LearningRate 0.0515 Epoch: 5 Global Step: 94150 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:13,031-Speed 3346.21 samples/sec Loss 2.9423 LearningRate 0.0515 Epoch: 5 Global Step: 94160 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:16,115-Speed 3321.93 samples/sec Loss 2.8869 LearningRate 0.0515 Epoch: 5 Global Step: 94170 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:19,169-Speed 3353.93 samples/sec Loss 2.9890 LearningRate 0.0515 Epoch: 5 Global Step: 94180 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:22,233-Speed 3342.85 samples/sec Loss 2.9602 LearningRate 0.0515 Epoch: 5 Global Step: 94190 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:25,303-Speed 3336.84 samples/sec Loss 2.9925 LearningRate 0.0515 Epoch: 5 Global Step: 94200 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:28,362-Speed 3347.56 samples/sec Loss 2.9395 LearningRate 0.0515 Epoch: 5 Global Step: 94210 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:31,442-Speed 3326.02 samples/sec Loss 2.8754 LearningRate 0.0515 Epoch: 5 Global Step: 94220 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:34,558-Speed 3287.49 samples/sec Loss 2.7827 LearningRate 0.0515 Epoch: 5 Global Step: 94230 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:37,622-Speed 3343.11 samples/sec Loss 2.9289 LearningRate 0.0515 Epoch: 5 Global Step: 94240 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:12:40,681-Speed 3347.62 samples/sec Loss 2.8822 LearningRate 0.0515 Epoch: 5 Global Step: 94250 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:12:43,742-Speed 3346.06 samples/sec Loss 2.8429 LearningRate 0.0515 Epoch: 5 Global Step: 94260 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:12:46,859-Speed 3286.13 samples/sec Loss 2.8785 LearningRate 0.0515 Epoch: 5 Global Step: 94270 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:12:49,947-Speed 3317.16 samples/sec Loss 2.9536 LearningRate 0.0515 Epoch: 5 Global Step: 94280 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:12:53,070-Speed 3279.88 samples/sec Loss 2.8617 LearningRate 0.0515 Epoch: 5 Global Step: 94290 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:12:56,136-Speed 3340.60 samples/sec Loss 2.8787 LearningRate 0.0515 Epoch: 5 Global Step: 94300 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:12:59,199-Speed 3343.32 samples/sec Loss 2.7892 LearningRate 0.0515 Epoch: 5 Global Step: 94310 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:02,286-Speed 3318.67 samples/sec Loss 2.8966 LearningRate 0.0515 Epoch: 5 Global Step: 94320 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:05,407-Speed 3281.63 samples/sec Loss 2.9373 LearningRate 0.0515 Epoch: 5 Global Step: 94330 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:08,495-Speed 3316.98 samples/sec Loss 2.8679 LearningRate 0.0515 Epoch: 5 Global Step: 94340 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:11,583-Speed 3317.02 samples/sec Loss 3.0093 LearningRate 0.0515 Epoch: 5 Global Step: 94350 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:13:14,722-Speed 3263.12 samples/sec Loss 2.8154 LearningRate 0.0515 Epoch: 5 Global Step: 94360 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:17,792-Speed 3336.48 samples/sec Loss 2.8623 LearningRate 0.0515 Epoch: 5 Global Step: 94370 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:20,918-Speed 3276.77 samples/sec Loss 2.9391 LearningRate 0.0514 Epoch: 5 Global Step: 94380 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:24,059-Speed 3261.73 samples/sec Loss 2.9465 LearningRate 0.0514 Epoch: 5 Global Step: 94390 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:27,139-Speed 3324.84 samples/sec Loss 2.8944 LearningRate 0.0514 Epoch: 5 Global Step: 94400 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:30,204-Speed 3342.23 samples/sec Loss 2.9172 LearningRate 0.0514 Epoch: 5 Global Step: 94410 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:33,294-Speed 3314.79 samples/sec Loss 2.9271 LearningRate 0.0514 Epoch: 5 Global Step: 94420 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:36,353-Speed 3348.44 samples/sec Loss 2.9568 LearningRate 0.0514 Epoch: 5 Global Step: 94430 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:39,452-Speed 3304.66 samples/sec Loss 2.8658 LearningRate 0.0514 Epoch: 5 Global Step: 94440 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:42,520-Speed 3338.44 samples/sec Loss 2.8785 LearningRate 0.0514 Epoch: 5 Global Step: 94450 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:13:45,602-Speed 3324.01 samples/sec Loss 2.8467 LearningRate 0.0514 Epoch: 5 Global Step: 94460 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:13:48,685-Speed 3323.04 samples/sec Loss 2.9022 LearningRate 0.0514 Epoch: 5 Global Step: 94470 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:13:51,826-Speed 3260.53 samples/sec Loss 2.8511 LearningRate 0.0514 Epoch: 5 Global Step: 94480 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:13:54,908-Speed 3322.55 samples/sec Loss 2.9498 LearningRate 0.0514 Epoch: 5 Global Step: 94490 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:13:58,019-Speed 3292.67 samples/sec Loss 2.8374 LearningRate 0.0514 Epoch: 5 Global Step: 94500 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:01,172-Speed 3249.47 samples/sec Loss 2.8033 LearningRate 0.0514 Epoch: 5 Global Step: 94510 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:04,305-Speed 3269.25 samples/sec Loss 2.8159 LearningRate 0.0514 Epoch: 5 Global Step: 94520 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:07,371-Speed 3341.00 samples/sec Loss 2.8661 LearningRate 0.0514 Epoch: 5 Global Step: 94530 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:10,444-Speed 3333.34 samples/sec Loss 2.9160 LearningRate 0.0514 Epoch: 5 Global Step: 94540 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:13,539-Speed 3311.00 samples/sec Loss 2.9394 LearningRate 0.0514 Epoch: 5 Global Step: 94550 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:16,688-Speed 3252.93 samples/sec Loss 2.8521 LearningRate 0.0514 Epoch: 5 Global Step: 94560 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:19,806-Speed 3285.18 samples/sec Loss 2.9321 LearningRate 0.0514 Epoch: 5 Global Step: 94570 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:22,885-Speed 3326.57 samples/sec Loss 2.9272 LearningRate 0.0514 Epoch: 5 Global Step: 94580 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:25,947-Speed 3345.83 samples/sec Loss 2.8941 LearningRate 0.0514 Epoch: 5 Global Step: 94590 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:29,033-Speed 3318.70 samples/sec Loss 2.8812 LearningRate 0.0514 Epoch: 5 Global Step: 94600 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:32,095-Speed 3346.01 samples/sec Loss 2.9239 LearningRate 0.0513 Epoch: 5 Global Step: 94610 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:35,162-Speed 3338.96 samples/sec Loss 2.8496 LearningRate 0.0513 Epoch: 5 Global Step: 94620 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:14:38,239-Speed 3329.66 samples/sec Loss 2.8500 LearningRate 0.0513 Epoch: 5 Global Step: 94630 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:41,308-Speed 3337.40 samples/sec Loss 2.9157 LearningRate 0.0513 Epoch: 5 Global Step: 94640 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:44,404-Speed 3308.18 samples/sec Loss 2.9694 LearningRate 0.0513 Epoch: 5 Global Step: 94650 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:47,474-Speed 3336.19 samples/sec Loss 2.9566 LearningRate 0.0513 Epoch: 5 Global Step: 94660 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:50,540-Speed 3341.04 samples/sec Loss 2.8346 LearningRate 0.0513 Epoch: 5 Global Step: 94670 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:53,613-Speed 3333.12 samples/sec Loss 2.9002 LearningRate 0.0513 Epoch: 5 Global Step: 94680 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:56,693-Speed 3325.01 samples/sec Loss 2.8484 LearningRate 0.0513 Epoch: 5 Global Step: 94690 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:14:59,774-Speed 3324.58 samples/sec Loss 2.8969 LearningRate 0.0513 Epoch: 5 Global Step: 94700 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:02,868-Speed 3310.21 samples/sec Loss 2.8468 LearningRate 0.0513 Epoch: 5 Global Step: 94710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:06,004-Speed 3266.56 samples/sec Loss 2.8171 LearningRate 0.0513 Epoch: 5 Global Step: 94720 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:09,151-Speed 3255.17 samples/sec Loss 2.8390 LearningRate 0.0513 Epoch: 5 Global Step: 94730 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:12,229-Speed 3327.59 samples/sec Loss 2.8595 LearningRate 0.0513 Epoch: 5 Global Step: 94740 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:15,299-Speed 3336.54 samples/sec Loss 2.8375 LearningRate 0.0513 Epoch: 5 Global Step: 94750 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:18,371-Speed 3334.43 samples/sec Loss 2.9089 LearningRate 0.0513 Epoch: 5 Global Step: 94760 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:21,460-Speed 3316.02 samples/sec Loss 2.8452 LearningRate 0.0513 Epoch: 5 Global Step: 94770 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:24,567-Speed 3296.41 samples/sec Loss 2.9352 LearningRate 0.0513 Epoch: 5 Global Step: 94780 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:27,645-Speed 3327.64 samples/sec Loss 2.8076 LearningRate 0.0513 Epoch: 5 Global Step: 94790 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:30,713-Speed 3339.29 samples/sec Loss 2.9402 LearningRate 0.0513 Epoch: 5 Global Step: 94800 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:33,775-Speed 3344.61 samples/sec Loss 2.8236 LearningRate 0.0513 Epoch: 5 Global Step: 94810 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:15:36,855-Speed 3325.53 samples/sec Loss 2.8911 LearningRate 0.0513 Epoch: 5 Global Step: 94820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:39,940-Speed 3320.05 samples/sec Loss 2.8959 LearningRate 0.0513 Epoch: 5 Global Step: 94830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:43,016-Speed 3330.80 samples/sec Loss 2.8681 LearningRate 0.0513 Epoch: 5 Global Step: 94840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:46,098-Speed 3322.40 samples/sec Loss 2.9173 LearningRate 0.0512 Epoch: 5 Global Step: 94850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:49,230-Speed 3270.82 samples/sec Loss 2.8461 LearningRate 0.0512 Epoch: 5 Global Step: 94860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:52,310-Speed 3324.94 samples/sec Loss 2.8192 LearningRate 0.0512 Epoch: 5 Global Step: 94870 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:55,402-Speed 3312.96 samples/sec Loss 2.9075 LearningRate 0.0512 Epoch: 5 Global Step: 94880 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:15:58,464-Speed 3345.28 samples/sec Loss 2.8642 LearningRate 0.0512 Epoch: 5 Global Step: 94890 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:16:01,542-Speed 3328.08 samples/sec Loss 2.8083 LearningRate 0.0512 Epoch: 5 Global Step: 94900 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:16:04,615-Speed 3333.24 samples/sec Loss 2.9628 LearningRate 0.0512 Epoch: 5 Global Step: 94910 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:16:07,669-Speed 3353.53 samples/sec Loss 2.9115 LearningRate 0.0512 Epoch: 5 Global Step: 94920 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:16:10,735-Speed 3340.41 samples/sec Loss 2.7657 LearningRate 0.0512 Epoch: 5 Global Step: 94930 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:16:13,788-Speed 3355.02 samples/sec Loss 2.8053 LearningRate 0.0512 Epoch: 5 Global Step: 94940 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:16:16,857-Speed 3337.45 samples/sec Loss 2.9403 LearningRate 0.0512 Epoch: 5 Global Step: 94950 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:16:19,928-Speed 3335.23 samples/sec Loss 2.8955 LearningRate 0.0512 Epoch: 5 Global Step: 94960 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:16:22,992-Speed 3343.22 samples/sec Loss 2.7898 LearningRate 0.0512 Epoch: 5 Global Step: 94970 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:26,116-Speed 3278.81 samples/sec Loss 2.8588 LearningRate 0.0512 Epoch: 5 Global Step: 94980 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:29,187-Speed 3335.12 samples/sec Loss 2.7996 LearningRate 0.0512 Epoch: 5 Global Step: 94990 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:32,260-Speed 3333.23 samples/sec Loss 2.8783 LearningRate 0.0512 Epoch: 5 Global Step: 95000 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:35,335-Speed 3330.64 samples/sec Loss 2.8910 LearningRate 0.0512 Epoch: 5 Global Step: 95010 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:38,400-Speed 3342.03 samples/sec Loss 2.8991 LearningRate 0.0512 Epoch: 5 Global Step: 95020 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:41,498-Speed 3306.20 samples/sec Loss 2.8318 LearningRate 0.0512 Epoch: 5 Global Step: 95030 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:44,591-Speed 3311.42 samples/sec Loss 2.8856 LearningRate 0.0512 Epoch: 5 Global Step: 95040 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:47,703-Speed 3292.40 samples/sec Loss 2.9176 LearningRate 0.0512 Epoch: 5 Global Step: 95050 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:50,769-Speed 3340.25 samples/sec Loss 2.8632 LearningRate 0.0512 Epoch: 5 Global Step: 95060 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:16:53,841-Speed 3334.10 samples/sec Loss 2.9219 LearningRate 0.0512 Epoch: 5 Global Step: 95070 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:16:56,922-Speed 3324.24 samples/sec Loss 2.8814 LearningRate 0.0511 Epoch: 5 Global Step: 95080 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:16:59,991-Speed 3338.47 samples/sec Loss 2.8930 LearningRate 0.0511 Epoch: 5 Global Step: 95090 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:03,069-Speed 3327.02 samples/sec Loss 2.9288 LearningRate 0.0511 Epoch: 5 Global Step: 95100 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:06,149-Speed 3325.77 samples/sec Loss 2.9267 LearningRate 0.0511 Epoch: 5 Global Step: 95110 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:09,336-Speed 3213.56 samples/sec Loss 2.8954 LearningRate 0.0511 Epoch: 5 Global Step: 95120 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:12,500-Speed 3237.81 samples/sec Loss 2.8581 LearningRate 0.0511 Epoch: 5 Global Step: 95130 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:15,571-Speed 3335.61 samples/sec Loss 2.7621 LearningRate 0.0511 Epoch: 5 Global Step: 95140 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:18,696-Speed 3277.48 samples/sec Loss 2.8656 LearningRate 0.0511 Epoch: 5 Global Step: 95150 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:21,817-Speed 3281.30 samples/sec Loss 2.8115 LearningRate 0.0511 Epoch: 5 Global Step: 95160 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:17:24,890-Speed 3332.98 samples/sec Loss 2.8297 LearningRate 0.0511 Epoch: 5 Global Step: 95170 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:27,991-Speed 3303.92 samples/sec Loss 2.8403 LearningRate 0.0511 Epoch: 5 Global Step: 95180 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:31,058-Speed 3339.39 samples/sec Loss 2.8386 LearningRate 0.0511 Epoch: 5 Global Step: 95190 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:34,157-Speed 3304.66 samples/sec Loss 2.8593 LearningRate 0.0511 Epoch: 5 Global Step: 95200 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:37,222-Speed 3341.54 samples/sec Loss 2.8574 LearningRate 0.0511 Epoch: 5 Global Step: 95210 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:40,300-Speed 3328.80 samples/sec Loss 2.8684 LearningRate 0.0511 Epoch: 5 Global Step: 95220 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:43,380-Speed 3325.68 samples/sec Loss 2.8676 LearningRate 0.0511 Epoch: 5 Global Step: 95230 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:46,499-Speed 3283.31 samples/sec Loss 2.8589 LearningRate 0.0511 Epoch: 5 Global Step: 95240 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:49,574-Speed 3332.06 samples/sec Loss 2.8335 LearningRate 0.0511 Epoch: 5 Global Step: 95250 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:52,650-Speed 3330.07 samples/sec Loss 2.8420 LearningRate 0.0511 Epoch: 5 Global Step: 95260 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:17:55,803-Speed 3248.37 samples/sec Loss 2.9170 LearningRate 0.0511 Epoch: 5 Global Step: 95270 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:17:58,898-Speed 3310.16 samples/sec Loss 2.8857 LearningRate 0.0511 Epoch: 5 Global Step: 95280 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:18:01,956-Speed 3349.41 samples/sec Loss 2.8754 LearningRate 0.0511 Epoch: 5 Global Step: 95290 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:05,023-Speed 3339.24 samples/sec Loss 2.8315 LearningRate 0.0511 Epoch: 5 Global Step: 95300 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:08,153-Speed 3272.17 samples/sec Loss 2.8906 LearningRate 0.0510 Epoch: 5 Global Step: 95310 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:11,218-Speed 3341.67 samples/sec Loss 2.8853 LearningRate 0.0510 Epoch: 5 Global Step: 95320 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:14,318-Speed 3304.33 samples/sec Loss 2.8510 LearningRate 0.0510 Epoch: 5 Global Step: 95330 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:17,386-Speed 3338.93 samples/sec Loss 2.8319 LearningRate 0.0510 Epoch: 5 Global Step: 95340 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:20,451-Speed 3341.13 samples/sec Loss 2.8222 LearningRate 0.0510 Epoch: 5 Global Step: 95350 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:23,583-Speed 3270.72 samples/sec Loss 2.9335 LearningRate 0.0510 Epoch: 5 Global Step: 95360 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:26,666-Speed 3322.10 samples/sec Loss 2.8572 LearningRate 0.0510 Epoch: 5 Global Step: 95370 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:29,733-Speed 3340.34 samples/sec Loss 2.8772 LearningRate 0.0510 Epoch: 5 Global Step: 95380 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:32,801-Speed 3338.29 samples/sec Loss 2.9036 LearningRate 0.0510 Epoch: 5 Global Step: 95390 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:18:35,858-Speed 3351.54 samples/sec Loss 2.8371 LearningRate 0.0510 Epoch: 5 Global Step: 95400 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:38,921-Speed 3342.93 samples/sec Loss 2.7757 LearningRate 0.0510 Epoch: 5 Global Step: 95410 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:41,988-Speed 3340.54 samples/sec Loss 2.8195 LearningRate 0.0510 Epoch: 5 Global Step: 95420 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:45,069-Speed 3324.39 samples/sec Loss 2.8715 LearningRate 0.0510 Epoch: 5 Global Step: 95430 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:48,157-Speed 3316.76 samples/sec Loss 2.8756 LearningRate 0.0510 Epoch: 5 Global Step: 95440 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:51,225-Speed 3338.49 samples/sec Loss 2.8799 LearningRate 0.0510 Epoch: 5 Global Step: 95450 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:54,292-Speed 3339.88 samples/sec Loss 2.7991 LearningRate 0.0510 Epoch: 5 Global Step: 95460 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:18:57,432-Speed 3261.40 samples/sec Loss 2.9244 LearningRate 0.0510 Epoch: 5 Global Step: 95470 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:19:00,501-Speed 3338.85 samples/sec Loss 2.9098 LearningRate 0.0510 Epoch: 5 Global Step: 95480 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:19:03,566-Speed 3341.00 samples/sec Loss 2.8575 LearningRate 0.0510 Epoch: 5 Global Step: 95490 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:19:06,641-Speed 3330.94 samples/sec Loss 2.8917 LearningRate 0.0510 Epoch: 5 Global Step: 95500 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:09,730-Speed 3316.80 samples/sec Loss 2.7991 LearningRate 0.0510 Epoch: 5 Global Step: 95510 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:12,798-Speed 3337.93 samples/sec Loss 2.8138 LearningRate 0.0510 Epoch: 5 Global Step: 95520 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:15,873-Speed 3331.50 samples/sec Loss 2.9335 LearningRate 0.0510 Epoch: 5 Global Step: 95530 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:18,979-Speed 3297.47 samples/sec Loss 2.8015 LearningRate 0.0510 Epoch: 5 Global Step: 95540 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:22,050-Speed 3335.57 samples/sec Loss 2.8996 LearningRate 0.0509 Epoch: 5 Global Step: 95550 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:25,132-Speed 3323.71 samples/sec Loss 2.8392 LearningRate 0.0509 Epoch: 5 Global Step: 95560 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:28,197-Speed 3343.15 samples/sec Loss 2.8485 LearningRate 0.0509 Epoch: 5 Global Step: 95570 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:31,264-Speed 3339.40 samples/sec Loss 2.8103 LearningRate 0.0509 Epoch: 5 Global Step: 95580 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:34,326-Speed 3345.40 samples/sec Loss 2.9493 LearningRate 0.0509 Epoch: 5 Global Step: 95590 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:37,397-Speed 3334.63 samples/sec Loss 2.8539 LearningRate 0.0509 Epoch: 5 Global Step: 95600 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:40,466-Speed 3337.46 samples/sec Loss 2.9007 LearningRate 0.0509 Epoch: 5 Global Step: 95610 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:43,535-Speed 3337.19 samples/sec Loss 2.9194 LearningRate 0.0509 Epoch: 5 Global Step: 95620 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:46,603-Speed 3338.87 samples/sec Loss 2.9592 LearningRate 0.0509 Epoch: 5 Global Step: 95630 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:49,701-Speed 3306.03 samples/sec Loss 2.9130 LearningRate 0.0509 Epoch: 5 Global Step: 95640 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:52,769-Speed 3339.57 samples/sec Loss 2.9486 LearningRate 0.0509 Epoch: 5 Global Step: 95650 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:55,833-Speed 3342.78 samples/sec Loss 2.9600 LearningRate 0.0509 Epoch: 5 Global Step: 95660 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:19:58,979-Speed 3256.45 samples/sec Loss 2.8291 LearningRate 0.0509 Epoch: 5 Global Step: 95670 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:02,049-Speed 3335.64 samples/sec Loss 2.7993 LearningRate 0.0509 Epoch: 5 Global Step: 95680 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:05,126-Speed 3329.47 samples/sec Loss 2.8775 LearningRate 0.0509 Epoch: 5 Global Step: 95690 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:08,184-Speed 3348.33 samples/sec Loss 2.8763 LearningRate 0.0509 Epoch: 5 Global Step: 95700 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:11,259-Speed 3332.26 samples/sec Loss 2.7911 LearningRate 0.0509 Epoch: 5 Global Step: 95710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:14,315-Speed 3351.95 samples/sec Loss 2.8950 LearningRate 0.0509 Epoch: 5 Global Step: 95720 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:17,390-Speed 3331.26 samples/sec Loss 2.8504 LearningRate 0.0509 Epoch: 5 Global Step: 95730 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:20,458-Speed 3338.80 samples/sec Loss 2.8374 LearningRate 0.0509 Epoch: 5 Global Step: 95740 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:23,589-Speed 3271.20 samples/sec Loss 2.8239 LearningRate 0.0509 Epoch: 5 Global Step: 95750 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:26,692-Speed 3301.93 samples/sec Loss 2.8919 LearningRate 0.0509 Epoch: 5 Global Step: 95760 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:29,768-Speed 3329.28 samples/sec Loss 2.8060 LearningRate 0.0509 Epoch: 5 Global Step: 95770 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:32,882-Speed 3289.19 samples/sec Loss 2.8888 LearningRate 0.0508 Epoch: 5 Global Step: 95780 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:35,954-Speed 3334.22 samples/sec Loss 2.8612 LearningRate 0.0508 Epoch: 5 Global Step: 95790 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:39,043-Speed 3316.48 samples/sec Loss 2.9087 LearningRate 0.0508 Epoch: 5 Global Step: 95800 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:42,112-Speed 3337.45 samples/sec Loss 2.8708 LearningRate 0.0508 Epoch: 5 Global Step: 95810 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:20:45,191-Speed 3326.16 samples/sec Loss 2.8385 LearningRate 0.0508 Epoch: 5 Global Step: 95820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:48,307-Speed 3287.52 samples/sec Loss 2.8573 LearningRate 0.0508 Epoch: 5 Global Step: 95830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:51,381-Speed 3332.18 samples/sec Loss 2.7963 LearningRate 0.0508 Epoch: 5 Global Step: 95840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:54,463-Speed 3323.66 samples/sec Loss 2.8662 LearningRate 0.0508 Epoch: 5 Global Step: 95850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:20:57,530-Speed 3339.31 samples/sec Loss 2.7663 LearningRate 0.0508 Epoch: 5 Global Step: 95860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:00,606-Speed 3330.15 samples/sec Loss 2.8521 LearningRate 0.0508 Epoch: 5 Global Step: 95870 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:03,679-Speed 3331.98 samples/sec Loss 2.8491 LearningRate 0.0508 Epoch: 5 Global Step: 95880 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:06,757-Speed 3328.26 samples/sec Loss 2.9003 LearningRate 0.0508 Epoch: 5 Global Step: 95890 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:09,844-Speed 3317.97 samples/sec Loss 2.8661 LearningRate 0.0508 Epoch: 5 Global Step: 95900 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:12,945-Speed 3303.66 samples/sec Loss 2.8770 LearningRate 0.0508 Epoch: 5 Global Step: 95910 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:16,024-Speed 3325.67 samples/sec Loss 2.8351 LearningRate 0.0508 Epoch: 5 Global Step: 95920 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:21:19,099-Speed 3330.69 samples/sec Loss 2.8362 LearningRate 0.0508 Epoch: 5 Global Step: 95930 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:22,202-Speed 3303.25 samples/sec Loss 2.9093 LearningRate 0.0508 Epoch: 5 Global Step: 95940 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:25,370-Speed 3233.14 samples/sec Loss 2.8763 LearningRate 0.0508 Epoch: 5 Global Step: 95950 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:28,438-Speed 3338.68 samples/sec Loss 2.8794 LearningRate 0.0508 Epoch: 5 Global Step: 95960 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:31,512-Speed 3331.14 samples/sec Loss 2.8627 LearningRate 0.0508 Epoch: 5 Global Step: 95970 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:34,590-Speed 3327.93 samples/sec Loss 2.7949 LearningRate 0.0508 Epoch: 5 Global Step: 95980 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:37,672-Speed 3323.13 samples/sec Loss 2.9175 LearningRate 0.0508 Epoch: 5 Global Step: 95990 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:21:40,743-Speed 3335.65 samples/sec Loss 2.8678 LearningRate 0.0508 Epoch: 5 Global Step: 96000 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:22:24,449-[lfw][96000]XNorm: 22.028936 Training: 2022-04-11 09:22:24,450-[lfw][96000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-11 09:22:24,450-[lfw][96000]Accuracy-Highest: 0.99817 Training: 2022-04-11 09:23:15,626-[cfp_fp][96000]XNorm: 20.748122 Training: 2022-04-11 09:23:15,627-[cfp_fp][96000]Accuracy-Flip: 0.98400+-0.00588 Training: 2022-04-11 09:23:15,627-[cfp_fp][96000]Accuracy-Highest: 0.98557 Training: 2022-04-11 09:23:59,473-[agedb_30][96000]XNorm: 22.395659 Training: 2022-04-11 09:23:59,474-[agedb_30][96000]Accuracy-Flip: 0.98133+-0.00752 Training: 2022-04-11 09:23:59,474-[agedb_30][96000]Accuracy-Highest: 0.98200 Training: 2022-04-11 09:24:02,536-Speed 72.22 samples/sec Loss 2.8229 LearningRate 0.0507 Epoch: 5 Global Step: 96010 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:05,618-Speed 3323.70 samples/sec Loss 2.8994 LearningRate 0.0507 Epoch: 5 Global Step: 96020 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:08,679-Speed 3346.82 samples/sec Loss 2.8131 LearningRate 0.0507 Epoch: 5 Global Step: 96030 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:11,783-Speed 3299.46 samples/sec Loss 2.8738 LearningRate 0.0507 Epoch: 5 Global Step: 96040 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:14,857-Speed 3332.15 samples/sec Loss 2.8408 LearningRate 0.0507 Epoch: 5 Global Step: 96050 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:17,926-Speed 3337.17 samples/sec Loss 2.8577 LearningRate 0.0507 Epoch: 5 Global Step: 96060 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:20,981-Speed 3353.21 samples/sec Loss 2.9562 LearningRate 0.0507 Epoch: 5 Global Step: 96070 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:24,041-Speed 3346.96 samples/sec Loss 2.8859 LearningRate 0.0507 Epoch: 5 Global Step: 96080 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:27,102-Speed 3346.34 samples/sec Loss 2.8500 LearningRate 0.0507 Epoch: 5 Global Step: 96090 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:30,173-Speed 3334.83 samples/sec Loss 2.8174 LearningRate 0.0507 Epoch: 5 Global Step: 96100 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:33,231-Speed 3349.57 samples/sec Loss 2.8681 LearningRate 0.0507 Epoch: 5 Global Step: 96110 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:36,289-Speed 3349.65 samples/sec Loss 2.8104 LearningRate 0.0507 Epoch: 5 Global Step: 96120 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:39,338-Speed 3358.63 samples/sec Loss 2.8197 LearningRate 0.0507 Epoch: 5 Global Step: 96130 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:42,436-Speed 3306.99 samples/sec Loss 2.9178 LearningRate 0.0507 Epoch: 5 Global Step: 96140 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:45,499-Speed 3343.93 samples/sec Loss 2.8012 LearningRate 0.0507 Epoch: 5 Global Step: 96150 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:24:48,614-Speed 3288.74 samples/sec Loss 2.8946 LearningRate 0.0507 Epoch: 5 Global Step: 96160 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:24:51,682-Speed 3338.56 samples/sec Loss 2.8074 LearningRate 0.0507 Epoch: 5 Global Step: 96170 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:24:54,752-Speed 3336.36 samples/sec Loss 2.8757 LearningRate 0.0507 Epoch: 5 Global Step: 96180 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:24:57,864-Speed 3292.20 samples/sec Loss 2.9715 LearningRate 0.0507 Epoch: 5 Global Step: 96190 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:00,927-Speed 3344.01 samples/sec Loss 2.8358 LearningRate 0.0507 Epoch: 5 Global Step: 96200 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:04,043-Speed 3286.41 samples/sec Loss 2.8668 LearningRate 0.0507 Epoch: 5 Global Step: 96210 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:07,115-Speed 3334.85 samples/sec Loss 2.8931 LearningRate 0.0507 Epoch: 5 Global Step: 96220 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:10,231-Speed 3286.75 samples/sec Loss 2.8782 LearningRate 0.0507 Epoch: 5 Global Step: 96230 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:13,303-Speed 3333.97 samples/sec Loss 2.8597 LearningRate 0.0507 Epoch: 5 Global Step: 96240 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:16,418-Speed 3288.93 samples/sec Loss 2.7954 LearningRate 0.0506 Epoch: 5 Global Step: 96250 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:19,526-Speed 3295.72 samples/sec Loss 2.8922 LearningRate 0.0506 Epoch: 5 Global Step: 96260 Fp16 Grad Scale: 32768 Required: 25 hours Training: 2022-04-11 09:25:22,618-Speed 3312.33 samples/sec Loss 2.8913 LearningRate 0.0506 Epoch: 5 Global Step: 96270 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:25,682-Speed 3343.09 samples/sec Loss 2.8146 LearningRate 0.0506 Epoch: 5 Global Step: 96280 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:28,782-Speed 3304.49 samples/sec Loss 2.8032 LearningRate 0.0506 Epoch: 5 Global Step: 96290 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:31,845-Speed 3343.84 samples/sec Loss 2.8722 LearningRate 0.0506 Epoch: 5 Global Step: 96300 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:34,919-Speed 3331.55 samples/sec Loss 2.8109 LearningRate 0.0506 Epoch: 5 Global Step: 96310 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:37,991-Speed 3334.83 samples/sec Loss 2.8309 LearningRate 0.0506 Epoch: 5 Global Step: 96320 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:41,094-Speed 3301.35 samples/sec Loss 2.9019 LearningRate 0.0506 Epoch: 5 Global Step: 96330 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:44,234-Speed 3261.79 samples/sec Loss 2.8362 LearningRate 0.0506 Epoch: 5 Global Step: 96340 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:47,358-Speed 3278.15 samples/sec Loss 2.8174 LearningRate 0.0506 Epoch: 5 Global Step: 96350 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:50,507-Speed 3253.48 samples/sec Loss 2.8617 LearningRate 0.0506 Epoch: 5 Global Step: 96360 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:53,709-Speed 3197.97 samples/sec Loss 2.8344 LearningRate 0.0506 Epoch: 5 Global Step: 96370 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:25:56,828-Speed 3284.93 samples/sec Loss 2.9264 LearningRate 0.0506 Epoch: 5 Global Step: 96380 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:25:59,895-Speed 3339.71 samples/sec Loss 2.8561 LearningRate 0.0506 Epoch: 5 Global Step: 96390 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:03,079-Speed 3216.67 samples/sec Loss 2.8159 LearningRate 0.0506 Epoch: 5 Global Step: 96400 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:06,166-Speed 3317.77 samples/sec Loss 2.8397 LearningRate 0.0506 Epoch: 5 Global Step: 96410 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:09,309-Speed 3258.59 samples/sec Loss 2.8419 LearningRate 0.0506 Epoch: 5 Global Step: 96420 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:12,383-Speed 3332.99 samples/sec Loss 2.8887 LearningRate 0.0506 Epoch: 5 Global Step: 96430 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:15,444-Speed 3346.38 samples/sec Loss 2.8169 LearningRate 0.0506 Epoch: 5 Global Step: 96440 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:18,507-Speed 3344.44 samples/sec Loss 2.8269 LearningRate 0.0506 Epoch: 5 Global Step: 96450 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:21,572-Speed 3341.70 samples/sec Loss 2.8374 LearningRate 0.0506 Epoch: 5 Global Step: 96460 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:24,665-Speed 3311.44 samples/sec Loss 2.9076 LearningRate 0.0506 Epoch: 5 Global Step: 96470 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:26:27,735-Speed 3335.98 samples/sec Loss 2.8436 LearningRate 0.0505 Epoch: 5 Global Step: 96480 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:30,882-Speed 3254.78 samples/sec Loss 2.8423 LearningRate 0.0505 Epoch: 5 Global Step: 96490 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:33,946-Speed 3342.95 samples/sec Loss 2.8420 LearningRate 0.0505 Epoch: 5 Global Step: 96500 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:37,020-Speed 3331.91 samples/sec Loss 2.9671 LearningRate 0.0505 Epoch: 5 Global Step: 96510 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:40,083-Speed 3344.93 samples/sec Loss 2.8789 LearningRate 0.0505 Epoch: 5 Global Step: 96520 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:43,143-Speed 3346.88 samples/sec Loss 2.8577 LearningRate 0.0505 Epoch: 5 Global Step: 96530 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:46,209-Speed 3340.47 samples/sec Loss 2.7930 LearningRate 0.0505 Epoch: 5 Global Step: 96540 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:49,276-Speed 3340.01 samples/sec Loss 2.8321 LearningRate 0.0505 Epoch: 5 Global Step: 96550 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:52,354-Speed 3327.04 samples/sec Loss 2.8981 LearningRate 0.0505 Epoch: 5 Global Step: 96560 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:55,430-Speed 3330.16 samples/sec Loss 2.8736 LearningRate 0.0505 Epoch: 5 Global Step: 96570 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:26:58,472-Speed 3367.58 samples/sec Loss 2.9086 LearningRate 0.0505 Epoch: 5 Global Step: 96580 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:01,532-Speed 3346.61 samples/sec Loss 2.8775 LearningRate 0.0505 Epoch: 5 Global Step: 96590 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:04,596-Speed 3344.54 samples/sec Loss 2.8831 LearningRate 0.0505 Epoch: 5 Global Step: 96600 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:07,657-Speed 3345.73 samples/sec Loss 2.8193 LearningRate 0.0505 Epoch: 5 Global Step: 96610 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:10,726-Speed 3337.25 samples/sec Loss 2.9316 LearningRate 0.0505 Epoch: 5 Global Step: 96620 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:13,791-Speed 3341.97 samples/sec Loss 2.8033 LearningRate 0.0505 Epoch: 5 Global Step: 96630 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:16,897-Speed 3297.90 samples/sec Loss 2.8561 LearningRate 0.0505 Epoch: 5 Global Step: 96640 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:19,960-Speed 3344.48 samples/sec Loss 2.8963 LearningRate 0.0505 Epoch: 5 Global Step: 96650 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:23,024-Speed 3342.58 samples/sec Loss 2.8760 LearningRate 0.0505 Epoch: 5 Global Step: 96660 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:26,101-Speed 3328.49 samples/sec Loss 2.7790 LearningRate 0.0505 Epoch: 5 Global Step: 96670 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:27:29,172-Speed 3335.77 samples/sec Loss 2.8628 LearningRate 0.0505 Epoch: 5 Global Step: 96680 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:32,255-Speed 3321.98 samples/sec Loss 2.8905 LearningRate 0.0505 Epoch: 5 Global Step: 96690 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:35,321-Speed 3340.77 samples/sec Loss 2.8805 LearningRate 0.0505 Epoch: 5 Global Step: 96700 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:38,403-Speed 3323.38 samples/sec Loss 2.8661 LearningRate 0.0505 Epoch: 5 Global Step: 96710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:41,533-Speed 3272.03 samples/sec Loss 2.8685 LearningRate 0.0504 Epoch: 5 Global Step: 96720 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:44,694-Speed 3240.63 samples/sec Loss 2.8239 LearningRate 0.0504 Epoch: 5 Global Step: 96730 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:47,848-Speed 3247.39 samples/sec Loss 2.7892 LearningRate 0.0504 Epoch: 5 Global Step: 96740 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:50,962-Speed 3289.80 samples/sec Loss 2.8358 LearningRate 0.0504 Epoch: 5 Global Step: 96750 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:54,091-Speed 3272.61 samples/sec Loss 2.8837 LearningRate 0.0504 Epoch: 5 Global Step: 96760 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:27:57,303-Speed 3189.48 samples/sec Loss 2.8756 LearningRate 0.0504 Epoch: 5 Global Step: 96770 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:00,399-Speed 3308.92 samples/sec Loss 2.7873 LearningRate 0.0504 Epoch: 5 Global Step: 96780 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:28:03,470-Speed 3334.78 samples/sec Loss 2.8123 LearningRate 0.0504 Epoch: 5 Global Step: 96790 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:06,540-Speed 3336.39 samples/sec Loss 2.8005 LearningRate 0.0504 Epoch: 5 Global Step: 96800 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:09,641-Speed 3303.66 samples/sec Loss 2.8059 LearningRate 0.0504 Epoch: 5 Global Step: 96810 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:12,755-Speed 3289.83 samples/sec Loss 2.8819 LearningRate 0.0504 Epoch: 5 Global Step: 96820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:15,870-Speed 3287.58 samples/sec Loss 2.8699 LearningRate 0.0504 Epoch: 5 Global Step: 96830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:18,946-Speed 3330.00 samples/sec Loss 2.8865 LearningRate 0.0504 Epoch: 5 Global Step: 96840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:22,020-Speed 3331.88 samples/sec Loss 2.7734 LearningRate 0.0504 Epoch: 5 Global Step: 96850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:25,087-Speed 3340.20 samples/sec Loss 2.9044 LearningRate 0.0504 Epoch: 5 Global Step: 96860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:28,149-Speed 3344.08 samples/sec Loss 2.8975 LearningRate 0.0504 Epoch: 5 Global Step: 96870 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:31,223-Speed 3332.30 samples/sec Loss 2.8883 LearningRate 0.0504 Epoch: 5 Global Step: 96880 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:34,362-Speed 3263.97 samples/sec Loss 2.8829 LearningRate 0.0504 Epoch: 5 Global Step: 96890 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:28:37,467-Speed 3297.85 samples/sec Loss 2.8613 LearningRate 0.0504 Epoch: 5 Global Step: 96900 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:28:40,538-Speed 3335.67 samples/sec Loss 2.8398 LearningRate 0.0504 Epoch: 5 Global Step: 96910 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:28:43,602-Speed 3342.65 samples/sec Loss 2.7985 LearningRate 0.0504 Epoch: 5 Global Step: 96920 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:28:46,671-Speed 3337.65 samples/sec Loss 2.8556 LearningRate 0.0504 Epoch: 5 Global Step: 96930 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:28:49,758-Speed 3318.77 samples/sec Loss 2.7346 LearningRate 0.0504 Epoch: 5 Global Step: 96940 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:28:52,865-Speed 3296.18 samples/sec Loss 2.8033 LearningRate 0.0503 Epoch: 5 Global Step: 96950 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:28:55,936-Speed 3335.64 samples/sec Loss 2.8120 LearningRate 0.0503 Epoch: 5 Global Step: 96960 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:28:59,006-Speed 3335.42 samples/sec Loss 2.8753 LearningRate 0.0503 Epoch: 5 Global Step: 96970 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:02,087-Speed 3325.59 samples/sec Loss 2.7785 LearningRate 0.0503 Epoch: 5 Global Step: 96980 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:05,189-Speed 3301.35 samples/sec Loss 2.8683 LearningRate 0.0503 Epoch: 5 Global Step: 96990 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:08,276-Speed 3318.07 samples/sec Loss 2.8554 LearningRate 0.0503 Epoch: 5 Global Step: 97000 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:11,341-Speed 3341.53 samples/sec Loss 2.8736 LearningRate 0.0503 Epoch: 5 Global Step: 97010 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:29:14,405-Speed 3343.05 samples/sec Loss 2.8688 LearningRate 0.0503 Epoch: 5 Global Step: 97020 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:17,470-Speed 3342.00 samples/sec Loss 2.9196 LearningRate 0.0503 Epoch: 5 Global Step: 97030 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:20,573-Speed 3300.77 samples/sec Loss 2.9345 LearningRate 0.0503 Epoch: 5 Global Step: 97040 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:23,694-Speed 3281.85 samples/sec Loss 2.8228 LearningRate 0.0503 Epoch: 5 Global Step: 97050 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:26,798-Speed 3299.82 samples/sec Loss 2.8201 LearningRate 0.0503 Epoch: 5 Global Step: 97060 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:29,873-Speed 3331.20 samples/sec Loss 2.8593 LearningRate 0.0503 Epoch: 5 Global Step: 97070 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:32,962-Speed 3315.89 samples/sec Loss 2.8220 LearningRate 0.0503 Epoch: 5 Global Step: 97080 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:36,102-Speed 3261.84 samples/sec Loss 2.8398 LearningRate 0.0503 Epoch: 5 Global Step: 97090 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:39,207-Speed 3298.82 samples/sec Loss 2.7753 LearningRate 0.0503 Epoch: 5 Global Step: 97100 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:42,344-Speed 3265.08 samples/sec Loss 2.8398 LearningRate 0.0503 Epoch: 5 Global Step: 97110 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:29:45,486-Speed 3260.14 samples/sec Loss 2.8555 LearningRate 0.0503 Epoch: 5 Global Step: 97120 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:29:48,588-Speed 3301.35 samples/sec Loss 2.8504 LearningRate 0.0503 Epoch: 5 Global Step: 97130 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:29:51,795-Speed 3194.24 samples/sec Loss 2.8831 LearningRate 0.0503 Epoch: 5 Global Step: 97140 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:29:54,917-Speed 3281.10 samples/sec Loss 2.8624 LearningRate 0.0503 Epoch: 5 Global Step: 97150 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:29:57,985-Speed 3338.83 samples/sec Loss 2.8923 LearningRate 0.0503 Epoch: 5 Global Step: 97160 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:01,051-Speed 3339.64 samples/sec Loss 2.9058 LearningRate 0.0503 Epoch: 5 Global Step: 97170 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:04,132-Speed 3324.61 samples/sec Loss 2.9144 LearningRate 0.0503 Epoch: 5 Global Step: 97180 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:07,211-Speed 3327.42 samples/sec Loss 2.8776 LearningRate 0.0502 Epoch: 5 Global Step: 97190 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:10,289-Speed 3328.03 samples/sec Loss 2.9030 LearningRate 0.0502 Epoch: 5 Global Step: 97200 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:13,355-Speed 3340.09 samples/sec Loss 2.8037 LearningRate 0.0502 Epoch: 5 Global Step: 97210 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:16,422-Speed 3339.97 samples/sec Loss 2.8427 LearningRate 0.0502 Epoch: 5 Global Step: 97220 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:19,550-Speed 3273.84 samples/sec Loss 2.9369 LearningRate 0.0502 Epoch: 5 Global Step: 97230 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:22,635-Speed 3320.43 samples/sec Loss 2.8694 LearningRate 0.0502 Epoch: 5 Global Step: 97240 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:25,764-Speed 3273.13 samples/sec Loss 2.8665 LearningRate 0.0502 Epoch: 5 Global Step: 97250 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:28,848-Speed 3321.77 samples/sec Loss 2.8720 LearningRate 0.0502 Epoch: 5 Global Step: 97260 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:31,911-Speed 3343.41 samples/sec Loss 2.8956 LearningRate 0.0502 Epoch: 5 Global Step: 97270 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:34,980-Speed 3337.68 samples/sec Loss 2.7446 LearningRate 0.0502 Epoch: 5 Global Step: 97280 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:30:38,047-Speed 3339.06 samples/sec Loss 2.8630 LearningRate 0.0502 Epoch: 5 Global Step: 97290 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:41,119-Speed 3334.67 samples/sec Loss 2.7971 LearningRate 0.0502 Epoch: 5 Global Step: 97300 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:44,199-Speed 3327.12 samples/sec Loss 2.8409 LearningRate 0.0502 Epoch: 5 Global Step: 97310 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:47,272-Speed 3332.82 samples/sec Loss 2.7976 LearningRate 0.0502 Epoch: 5 Global Step: 97320 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:50,376-Speed 3299.84 samples/sec Loss 2.9035 LearningRate 0.0502 Epoch: 5 Global Step: 97330 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:53,575-Speed 3202.31 samples/sec Loss 2.8218 LearningRate 0.0502 Epoch: 5 Global Step: 97340 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:56,676-Speed 3302.63 samples/sec Loss 2.8235 LearningRate 0.0502 Epoch: 5 Global Step: 97350 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:30:59,795-Speed 3283.99 samples/sec Loss 2.7762 LearningRate 0.0502 Epoch: 5 Global Step: 97360 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:02,885-Speed 3314.46 samples/sec Loss 2.8311 LearningRate 0.0502 Epoch: 5 Global Step: 97370 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:05,965-Speed 3326.48 samples/sec Loss 2.8067 LearningRate 0.0502 Epoch: 5 Global Step: 97380 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:09,018-Speed 3354.04 samples/sec Loss 2.8649 LearningRate 0.0502 Epoch: 5 Global Step: 97390 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:12,083-Speed 3341.45 samples/sec Loss 2.8131 LearningRate 0.0502 Epoch: 5 Global Step: 97400 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:15,161-Speed 3328.13 samples/sec Loss 2.7867 LearningRate 0.0502 Epoch: 5 Global Step: 97410 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:18,241-Speed 3325.84 samples/sec Loss 2.8305 LearningRate 0.0501 Epoch: 5 Global Step: 97420 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:21,313-Speed 3334.87 samples/sec Loss 2.8482 LearningRate 0.0501 Epoch: 5 Global Step: 97430 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:24,510-Speed 3203.32 samples/sec Loss 2.8083 LearningRate 0.0501 Epoch: 5 Global Step: 97440 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:27,610-Speed 3304.66 samples/sec Loss 2.8317 LearningRate 0.0501 Epoch: 5 Global Step: 97450 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:30,856-Speed 3154.95 samples/sec Loss 2.8319 LearningRate 0.0501 Epoch: 5 Global Step: 97460 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:33,983-Speed 3275.99 samples/sec Loss 2.7828 LearningRate 0.0501 Epoch: 5 Global Step: 97470 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:37,151-Speed 3232.77 samples/sec Loss 2.8673 LearningRate 0.0501 Epoch: 5 Global Step: 97480 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:40,319-Speed 3233.91 samples/sec Loss 2.8674 LearningRate 0.0501 Epoch: 5 Global Step: 97490 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:43,382-Speed 3343.68 samples/sec Loss 2.8068 LearningRate 0.0501 Epoch: 5 Global Step: 97500 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:46,530-Speed 3253.39 samples/sec Loss 2.8205 LearningRate 0.0501 Epoch: 5 Global Step: 97510 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:49,651-Speed 3281.57 samples/sec Loss 2.7880 LearningRate 0.0501 Epoch: 5 Global Step: 97520 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:52,746-Speed 3310.65 samples/sec Loss 2.8021 LearningRate 0.0501 Epoch: 5 Global Step: 97530 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:55,811-Speed 3341.16 samples/sec Loss 2.8437 LearningRate 0.0501 Epoch: 5 Global Step: 97540 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:31:58,879-Speed 3338.37 samples/sec Loss 2.7877 LearningRate 0.0501 Epoch: 5 Global Step: 97550 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:01,968-Speed 3315.62 samples/sec Loss 2.9001 LearningRate 0.0501 Epoch: 5 Global Step: 97560 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:05,072-Speed 3301.08 samples/sec Loss 2.8081 LearningRate 0.0501 Epoch: 5 Global Step: 97570 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:08,181-Speed 3294.13 samples/sec Loss 2.8563 LearningRate 0.0501 Epoch: 5 Global Step: 97580 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:11,293-Speed 3291.06 samples/sec Loss 2.8403 LearningRate 0.0501 Epoch: 5 Global Step: 97590 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:14,379-Speed 3320.31 samples/sec Loss 2.9021 LearningRate 0.0501 Epoch: 5 Global Step: 97600 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:17,449-Speed 3337.00 samples/sec Loss 2.8445 LearningRate 0.0501 Epoch: 5 Global Step: 97610 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:20,560-Speed 3292.41 samples/sec Loss 2.8601 LearningRate 0.0501 Epoch: 5 Global Step: 97620 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:23,638-Speed 3327.71 samples/sec Loss 2.8809 LearningRate 0.0501 Epoch: 5 Global Step: 97630 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:26,702-Speed 3342.79 samples/sec Loss 2.8951 LearningRate 0.0501 Epoch: 5 Global Step: 97640 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:29,795-Speed 3311.70 samples/sec Loss 2.8580 LearningRate 0.0501 Epoch: 5 Global Step: 97650 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:32,883-Speed 3317.02 samples/sec Loss 2.8354 LearningRate 0.0500 Epoch: 5 Global Step: 97660 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:35,951-Speed 3339.97 samples/sec Loss 2.8152 LearningRate 0.0500 Epoch: 5 Global Step: 97670 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:39,049-Speed 3306.31 samples/sec Loss 2.8784 LearningRate 0.0500 Epoch: 5 Global Step: 97680 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:42,200-Speed 3250.17 samples/sec Loss 2.7739 LearningRate 0.0500 Epoch: 5 Global Step: 97690 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:45,348-Speed 3254.02 samples/sec Loss 2.8281 LearningRate 0.0500 Epoch: 5 Global Step: 97700 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:32:48,418-Speed 3336.72 samples/sec Loss 2.8425 LearningRate 0.0500 Epoch: 5 Global Step: 97710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:51,481-Speed 3344.09 samples/sec Loss 2.8298 LearningRate 0.0500 Epoch: 5 Global Step: 97720 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:54,576-Speed 3308.77 samples/sec Loss 2.8584 LearningRate 0.0500 Epoch: 5 Global Step: 97730 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:32:57,638-Speed 3345.01 samples/sec Loss 2.8421 LearningRate 0.0500 Epoch: 5 Global Step: 97740 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:00,751-Speed 3290.16 samples/sec Loss 2.7481 LearningRate 0.0500 Epoch: 5 Global Step: 97750 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:03,835-Speed 3321.91 samples/sec Loss 2.8312 LearningRate 0.0500 Epoch: 5 Global Step: 97760 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:06,930-Speed 3309.48 samples/sec Loss 2.8792 LearningRate 0.0500 Epoch: 5 Global Step: 97770 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:09,989-Speed 3347.80 samples/sec Loss 2.8584 LearningRate 0.0500 Epoch: 5 Global Step: 97780 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:13,060-Speed 3335.21 samples/sec Loss 2.8932 LearningRate 0.0500 Epoch: 5 Global Step: 97790 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:16,145-Speed 3320.35 samples/sec Loss 2.8471 LearningRate 0.0500 Epoch: 5 Global Step: 97800 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:19,247-Speed 3302.51 samples/sec Loss 2.8654 LearningRate 0.0500 Epoch: 5 Global Step: 97810 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:22,380-Speed 3268.93 samples/sec Loss 2.8613 LearningRate 0.0500 Epoch: 5 Global Step: 97820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:25,552-Speed 3229.54 samples/sec Loss 2.8498 LearningRate 0.0500 Epoch: 5 Global Step: 97830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:28,686-Speed 3268.64 samples/sec Loss 2.8774 LearningRate 0.0500 Epoch: 5 Global Step: 97840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:31,760-Speed 3332.23 samples/sec Loss 2.8746 LearningRate 0.0500 Epoch: 5 Global Step: 97850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:34,827-Speed 3339.61 samples/sec Loss 2.9169 LearningRate 0.0500 Epoch: 5 Global Step: 97860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:33:37,882-Speed 3352.80 samples/sec Loss 2.8908 LearningRate 0.0500 Epoch: 5 Global Step: 97870 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:33:40,944-Speed 3344.78 samples/sec Loss 2.8487 LearningRate 0.0500 Epoch: 5 Global Step: 97880 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:33:44,015-Speed 3335.14 samples/sec Loss 2.8216 LearningRate 0.0500 Epoch: 5 Global Step: 97890 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:33:47,083-Speed 3340.37 samples/sec Loss 2.9365 LearningRate 0.0499 Epoch: 5 Global Step: 97900 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:33:50,148-Speed 3341.86 samples/sec Loss 2.8261 LearningRate 0.0499 Epoch: 5 Global Step: 97910 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:33:53,215-Speed 3339.42 samples/sec Loss 2.8080 LearningRate 0.0499 Epoch: 5 Global Step: 97920 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:33:56,291-Speed 3328.92 samples/sec Loss 2.7450 LearningRate 0.0499 Epoch: 5 Global Step: 97930 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:33:59,374-Speed 3323.23 samples/sec Loss 2.8768 LearningRate 0.0499 Epoch: 5 Global Step: 97940 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:34:02,518-Speed 3257.39 samples/sec Loss 2.7943 LearningRate 0.0499 Epoch: 5 Global Step: 97950 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:34:05,589-Speed 3335.30 samples/sec Loss 2.8147 LearningRate 0.0499 Epoch: 5 Global Step: 97960 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:34:08,773-Speed 3216.58 samples/sec Loss 2.8268 LearningRate 0.0499 Epoch: 5 Global Step: 97970 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:34:11,889-Speed 3287.14 samples/sec Loss 2.8130 LearningRate 0.0499 Epoch: 5 Global Step: 97980 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:34:14,987-Speed 3306.85 samples/sec Loss 2.8620 LearningRate 0.0499 Epoch: 5 Global Step: 97990 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:34:18,180-Speed 3207.56 samples/sec Loss 2.8384 LearningRate 0.0499 Epoch: 5 Global Step: 98000 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:35:02,261-[lfw][98000]XNorm: 21.638328 Training: 2022-04-11 09:35:02,261-[lfw][98000]Accuracy-Flip: 0.99783+-0.00308 Training: 2022-04-11 09:35:02,262-[lfw][98000]Accuracy-Highest: 0.99817 Training: 2022-04-11 09:35:53,000-[cfp_fp][98000]XNorm: 20.588497 Training: 2022-04-11 09:35:53,000-[cfp_fp][98000]Accuracy-Flip: 0.98471+-0.00629 Training: 2022-04-11 09:35:53,001-[cfp_fp][98000]Accuracy-Highest: 0.98557 Training: 2022-04-11 09:36:36,647-[agedb_30][98000]XNorm: 21.650965 Training: 2022-04-11 09:36:36,648-[agedb_30][98000]Accuracy-Flip: 0.97900+-0.00588 Training: 2022-04-11 09:36:36,648-[agedb_30][98000]Accuracy-Highest: 0.98200 Training: 2022-04-11 09:36:39,711-Speed 72.35 samples/sec Loss 2.7756 LearningRate 0.0499 Epoch: 5 Global Step: 98010 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:36:42,838-Speed 3275.34 samples/sec Loss 2.7939 LearningRate 0.0499 Epoch: 5 Global Step: 98020 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:36:45,909-Speed 3334.84 samples/sec Loss 2.8500 LearningRate 0.0499 Epoch: 5 Global Step: 98030 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:36:48,987-Speed 3327.50 samples/sec Loss 2.7885 LearningRate 0.0499 Epoch: 5 Global Step: 98040 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:36:52,056-Speed 3337.57 samples/sec Loss 2.8345 LearningRate 0.0499 Epoch: 5 Global Step: 98050 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:36:55,120-Speed 3342.83 samples/sec Loss 2.8085 LearningRate 0.0499 Epoch: 5 Global Step: 98060 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:36:58,172-Speed 3355.93 samples/sec Loss 2.8200 LearningRate 0.0499 Epoch: 5 Global Step: 98070 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:01,244-Speed 3334.38 samples/sec Loss 2.8542 LearningRate 0.0499 Epoch: 5 Global Step: 98080 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:04,315-Speed 3335.29 samples/sec Loss 2.8587 LearningRate 0.0499 Epoch: 5 Global Step: 98090 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:07,381-Speed 3341.12 samples/sec Loss 2.8254 LearningRate 0.0499 Epoch: 5 Global Step: 98100 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:10,460-Speed 3326.88 samples/sec Loss 2.7773 LearningRate 0.0499 Epoch: 5 Global Step: 98110 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:13,538-Speed 3327.78 samples/sec Loss 2.8767 LearningRate 0.0499 Epoch: 5 Global Step: 98120 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:16,612-Speed 3332.30 samples/sec Loss 2.7972 LearningRate 0.0498 Epoch: 5 Global Step: 98130 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:19,720-Speed 3296.28 samples/sec Loss 2.8916 LearningRate 0.0498 Epoch: 5 Global Step: 98140 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:22,788-Speed 3338.36 samples/sec Loss 2.7906 LearningRate 0.0498 Epoch: 5 Global Step: 98150 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:25,980-Speed 3208.89 samples/sec Loss 2.7940 LearningRate 0.0498 Epoch: 5 Global Step: 98160 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:37:29,046-Speed 3340.28 samples/sec Loss 2.7204 LearningRate 0.0498 Epoch: 5 Global Step: 98170 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:37:32,096-Speed 3358.57 samples/sec Loss 2.8626 LearningRate 0.0498 Epoch: 5 Global Step: 98180 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:35,239-Speed 3259.29 samples/sec Loss 2.8021 LearningRate 0.0498 Epoch: 5 Global Step: 98190 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:38,318-Speed 3326.50 samples/sec Loss 2.8296 LearningRate 0.0498 Epoch: 5 Global Step: 98200 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:41,408-Speed 3314.77 samples/sec Loss 2.7725 LearningRate 0.0498 Epoch: 5 Global Step: 98210 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:44,554-Speed 3257.13 samples/sec Loss 2.8206 LearningRate 0.0498 Epoch: 5 Global Step: 98220 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:47,662-Speed 3297.12 samples/sec Loss 2.8139 LearningRate 0.0498 Epoch: 5 Global Step: 98230 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:50,776-Speed 3288.69 samples/sec Loss 2.8085 LearningRate 0.0498 Epoch: 5 Global Step: 98240 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:53,867-Speed 3313.89 samples/sec Loss 2.8573 LearningRate 0.0498 Epoch: 5 Global Step: 98250 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:37:56,996-Speed 3273.93 samples/sec Loss 2.8419 LearningRate 0.0498 Epoch: 5 Global Step: 98260 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:00,111-Speed 3287.93 samples/sec Loss 2.8695 LearningRate 0.0498 Epoch: 5 Global Step: 98270 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:03,306-Speed 3206.34 samples/sec Loss 2.8157 LearningRate 0.0498 Epoch: 5 Global Step: 98280 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:06,420-Speed 3288.98 samples/sec Loss 2.8759 LearningRate 0.0498 Epoch: 5 Global Step: 98290 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:09,508-Speed 3316.12 samples/sec Loss 2.8267 LearningRate 0.0498 Epoch: 5 Global Step: 98300 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:12,569-Speed 3346.33 samples/sec Loss 2.8308 LearningRate 0.0498 Epoch: 5 Global Step: 98310 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:15,628-Speed 3348.48 samples/sec Loss 2.8624 LearningRate 0.0498 Epoch: 5 Global Step: 98320 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:18,691-Speed 3344.60 samples/sec Loss 2.8322 LearningRate 0.0498 Epoch: 5 Global Step: 98330 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:21,755-Speed 3343.12 samples/sec Loss 2.7715 LearningRate 0.0498 Epoch: 5 Global Step: 98340 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:24,852-Speed 3307.28 samples/sec Loss 2.8771 LearningRate 0.0498 Epoch: 5 Global Step: 98350 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:38:27,922-Speed 3336.75 samples/sec Loss 2.7937 LearningRate 0.0498 Epoch: 5 Global Step: 98360 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:30,978-Speed 3351.05 samples/sec Loss 2.8146 LearningRate 0.0497 Epoch: 5 Global Step: 98370 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:34,057-Speed 3327.29 samples/sec Loss 2.8471 LearningRate 0.0497 Epoch: 5 Global Step: 98380 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:37,125-Speed 3338.03 samples/sec Loss 2.8419 LearningRate 0.0497 Epoch: 5 Global Step: 98390 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:40,214-Speed 3316.50 samples/sec Loss 2.7023 LearningRate 0.0497 Epoch: 5 Global Step: 98400 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:43,329-Speed 3288.59 samples/sec Loss 2.8094 LearningRate 0.0497 Epoch: 5 Global Step: 98410 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:46,383-Speed 3352.65 samples/sec Loss 2.8087 LearningRate 0.0497 Epoch: 5 Global Step: 98420 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:49,473-Speed 3315.74 samples/sec Loss 2.7784 LearningRate 0.0497 Epoch: 5 Global Step: 98430 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:52,539-Speed 3341.21 samples/sec Loss 2.7519 LearningRate 0.0497 Epoch: 5 Global Step: 98440 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:55,617-Speed 3326.64 samples/sec Loss 2.7991 LearningRate 0.0497 Epoch: 5 Global Step: 98450 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:38:58,692-Speed 3331.53 samples/sec Loss 2.7950 LearningRate 0.0497 Epoch: 5 Global Step: 98460 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:01,756-Speed 3343.48 samples/sec Loss 2.8780 LearningRate 0.0497 Epoch: 5 Global Step: 98470 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:04,886-Speed 3272.06 samples/sec Loss 2.7746 LearningRate 0.0497 Epoch: 5 Global Step: 98480 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:07,955-Speed 3337.08 samples/sec Loss 2.8551 LearningRate 0.0497 Epoch: 5 Global Step: 98490 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:11,017-Speed 3344.95 samples/sec Loss 2.8184 LearningRate 0.0497 Epoch: 5 Global Step: 98500 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:14,123-Speed 3298.04 samples/sec Loss 2.8639 LearningRate 0.0497 Epoch: 5 Global Step: 98510 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:17,184-Speed 3346.45 samples/sec Loss 2.7939 LearningRate 0.0497 Epoch: 5 Global Step: 98520 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:20,240-Speed 3351.10 samples/sec Loss 2.7622 LearningRate 0.0497 Epoch: 5 Global Step: 98530 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:23,318-Speed 3327.43 samples/sec Loss 2.8405 LearningRate 0.0497 Epoch: 5 Global Step: 98540 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:26,477-Speed 3242.52 samples/sec Loss 2.7960 LearningRate 0.0497 Epoch: 5 Global Step: 98550 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:29,613-Speed 3266.69 samples/sec Loss 2.8299 LearningRate 0.0497 Epoch: 5 Global Step: 98560 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:39:32,700-Speed 3318.41 samples/sec Loss 2.8938 LearningRate 0.0497 Epoch: 5 Global Step: 98570 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:35,784-Speed 3320.08 samples/sec Loss 2.9198 LearningRate 0.0497 Epoch: 5 Global Step: 98580 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:38,846-Speed 3345.63 samples/sec Loss 2.8945 LearningRate 0.0497 Epoch: 5 Global Step: 98590 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:41,954-Speed 3295.98 samples/sec Loss 2.8122 LearningRate 0.0497 Epoch: 5 Global Step: 98600 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:45,019-Speed 3341.72 samples/sec Loss 2.9063 LearningRate 0.0496 Epoch: 5 Global Step: 98610 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:48,081-Speed 3344.74 samples/sec Loss 2.7896 LearningRate 0.0496 Epoch: 5 Global Step: 98620 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:51,139-Speed 3350.36 samples/sec Loss 2.8552 LearningRate 0.0496 Epoch: 5 Global Step: 98630 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:54,202-Speed 3343.37 samples/sec Loss 2.7527 LearningRate 0.0496 Epoch: 5 Global Step: 98640 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:39:57,282-Speed 3324.97 samples/sec Loss 2.6778 LearningRate 0.0496 Epoch: 5 Global Step: 98650 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:00,389-Speed 3296.93 samples/sec Loss 2.8249 LearningRate 0.0496 Epoch: 5 Global Step: 98660 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:03,475-Speed 3320.14 samples/sec Loss 2.9140 LearningRate 0.0496 Epoch: 5 Global Step: 98670 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:40:06,617-Speed 3259.24 samples/sec Loss 2.9133 LearningRate 0.0496 Epoch: 5 Global Step: 98680 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:09,691-Speed 3332.44 samples/sec Loss 2.7817 LearningRate 0.0496 Epoch: 5 Global Step: 98690 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:12,757-Speed 3340.24 samples/sec Loss 2.8693 LearningRate 0.0496 Epoch: 5 Global Step: 98700 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:15,874-Speed 3286.13 samples/sec Loss 2.7343 LearningRate 0.0496 Epoch: 5 Global Step: 98710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:19,041-Speed 3235.15 samples/sec Loss 2.8681 LearningRate 0.0496 Epoch: 5 Global Step: 98720 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:22,100-Speed 3347.59 samples/sec Loss 2.8749 LearningRate 0.0496 Epoch: 5 Global Step: 98730 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:25,164-Speed 3343.54 samples/sec Loss 2.7977 LearningRate 0.0496 Epoch: 5 Global Step: 98740 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:28,242-Speed 3327.42 samples/sec Loss 2.8338 LearningRate 0.0496 Epoch: 5 Global Step: 98750 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:31,309-Speed 3339.66 samples/sec Loss 2.8484 LearningRate 0.0496 Epoch: 5 Global Step: 98760 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:34,375-Speed 3340.75 samples/sec Loss 2.8088 LearningRate 0.0496 Epoch: 5 Global Step: 98770 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:37,427-Speed 3355.84 samples/sec Loss 2.8489 LearningRate 0.0496 Epoch: 5 Global Step: 98780 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:40,503-Speed 3330.23 samples/sec Loss 2.7577 LearningRate 0.0496 Epoch: 5 Global Step: 98790 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:43,567-Speed 3343.44 samples/sec Loss 2.8287 LearningRate 0.0496 Epoch: 5 Global Step: 98800 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:46,626-Speed 3348.23 samples/sec Loss 2.7947 LearningRate 0.0496 Epoch: 5 Global Step: 98810 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:49,698-Speed 3335.41 samples/sec Loss 2.8682 LearningRate 0.0496 Epoch: 5 Global Step: 98820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:52,761-Speed 3343.92 samples/sec Loss 2.8171 LearningRate 0.0496 Epoch: 5 Global Step: 98830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:55,840-Speed 3326.39 samples/sec Loss 2.8403 LearningRate 0.0495 Epoch: 5 Global Step: 98840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:40:58,937-Speed 3307.47 samples/sec Loss 2.8473 LearningRate 0.0495 Epoch: 5 Global Step: 98850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:01,997-Speed 3347.17 samples/sec Loss 2.8059 LearningRate 0.0495 Epoch: 5 Global Step: 98860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:05,074-Speed 3327.94 samples/sec Loss 2.8127 LearningRate 0.0495 Epoch: 5 Global Step: 98870 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:08,134-Speed 3347.88 samples/sec Loss 2.8912 LearningRate 0.0495 Epoch: 5 Global Step: 98880 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:41:11,190-Speed 3351.19 samples/sec Loss 2.8227 LearningRate 0.0495 Epoch: 5 Global Step: 98890 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:14,249-Speed 3348.57 samples/sec Loss 2.8478 LearningRate 0.0495 Epoch: 5 Global Step: 98900 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:17,362-Speed 3291.62 samples/sec Loss 2.7964 LearningRate 0.0495 Epoch: 5 Global Step: 98910 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:20,421-Speed 3348.72 samples/sec Loss 2.8464 LearningRate 0.0495 Epoch: 5 Global Step: 98920 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:23,537-Speed 3286.57 samples/sec Loss 2.8149 LearningRate 0.0495 Epoch: 5 Global Step: 98930 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:26,638-Speed 3303.18 samples/sec Loss 2.8347 LearningRate 0.0495 Epoch: 5 Global Step: 98940 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:29,764-Speed 3276.61 samples/sec Loss 2.8788 LearningRate 0.0495 Epoch: 5 Global Step: 98950 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:32,856-Speed 3313.02 samples/sec Loss 2.8216 LearningRate 0.0495 Epoch: 5 Global Step: 98960 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:35,942-Speed 3318.70 samples/sec Loss 2.7532 LearningRate 0.0495 Epoch: 5 Global Step: 98970 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:39,058-Speed 3287.92 samples/sec Loss 2.8566 LearningRate 0.0495 Epoch: 5 Global Step: 98980 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:42,181-Speed 3279.44 samples/sec Loss 2.8802 LearningRate 0.0495 Epoch: 5 Global Step: 98990 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:41:45,244-Speed 3343.42 samples/sec Loss 2.7703 LearningRate 0.0495 Epoch: 5 Global Step: 99000 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:41:48,307-Speed 3345.00 samples/sec Loss 2.8688 LearningRate 0.0495 Epoch: 5 Global Step: 99010 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:41:51,384-Speed 3329.17 samples/sec Loss 2.8572 LearningRate 0.0495 Epoch: 5 Global Step: 99020 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:41:54,508-Speed 3279.59 samples/sec Loss 2.7828 LearningRate 0.0495 Epoch: 5 Global Step: 99030 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:41:57,569-Speed 3345.76 samples/sec Loss 2.7869 LearningRate 0.0495 Epoch: 5 Global Step: 99040 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:00,657-Speed 3316.91 samples/sec Loss 2.8675 LearningRate 0.0495 Epoch: 5 Global Step: 99050 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:03,716-Speed 3348.07 samples/sec Loss 2.8356 LearningRate 0.0495 Epoch: 5 Global Step: 99060 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:06,778-Speed 3346.20 samples/sec Loss 2.8645 LearningRate 0.0495 Epoch: 5 Global Step: 99070 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:09,837-Speed 3347.99 samples/sec Loss 2.8052 LearningRate 0.0494 Epoch: 5 Global Step: 99080 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:12,910-Speed 3332.25 samples/sec Loss 2.8418 LearningRate 0.0494 Epoch: 5 Global Step: 99090 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:15,970-Speed 3347.38 samples/sec Loss 2.8022 LearningRate 0.0494 Epoch: 5 Global Step: 99100 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:42:19,048-Speed 3329.23 samples/sec Loss 2.8101 LearningRate 0.0494 Epoch: 5 Global Step: 99110 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:42:22,118-Speed 3336.77 samples/sec Loss 2.7792 LearningRate 0.0494 Epoch: 5 Global Step: 99120 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:42:25,174-Speed 3351.93 samples/sec Loss 2.8125 LearningRate 0.0494 Epoch: 5 Global Step: 99130 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:42:28,232-Speed 3348.55 samples/sec Loss 2.8507 LearningRate 0.0494 Epoch: 5 Global Step: 99140 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:31,324-Speed 3312.57 samples/sec Loss 2.8456 LearningRate 0.0494 Epoch: 5 Global Step: 99150 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:34,392-Speed 3339.10 samples/sec Loss 2.7030 LearningRate 0.0494 Epoch: 5 Global Step: 99160 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:37,458-Speed 3341.28 samples/sec Loss 2.8248 LearningRate 0.0494 Epoch: 5 Global Step: 99170 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:40,527-Speed 3337.18 samples/sec Loss 2.8645 LearningRate 0.0494 Epoch: 5 Global Step: 99180 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:43,666-Speed 3262.61 samples/sec Loss 2.8091 LearningRate 0.0494 Epoch: 5 Global Step: 99190 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:46,729-Speed 3344.10 samples/sec Loss 2.8276 LearningRate 0.0494 Epoch: 5 Global Step: 99200 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:49,804-Speed 3331.33 samples/sec Loss 2.8407 LearningRate 0.0494 Epoch: 5 Global Step: 99210 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:52,877-Speed 3332.82 samples/sec Loss 2.8188 LearningRate 0.0494 Epoch: 5 Global Step: 99220 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:55,951-Speed 3332.48 samples/sec Loss 2.8127 LearningRate 0.0494 Epoch: 5 Global Step: 99230 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:42:59,029-Speed 3327.94 samples/sec Loss 2.7642 LearningRate 0.0494 Epoch: 5 Global Step: 99240 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:02,097-Speed 3338.65 samples/sec Loss 2.7804 LearningRate 0.0494 Epoch: 5 Global Step: 99250 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:05,158-Speed 3345.90 samples/sec Loss 2.8849 LearningRate 0.0494 Epoch: 5 Global Step: 99260 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:08,219-Speed 3345.84 samples/sec Loss 2.8028 LearningRate 0.0494 Epoch: 5 Global Step: 99270 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:11,307-Speed 3317.12 samples/sec Loss 2.7925 LearningRate 0.0494 Epoch: 5 Global Step: 99280 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:14,484-Speed 3224.08 samples/sec Loss 2.8521 LearningRate 0.0494 Epoch: 5 Global Step: 99290 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:17,585-Speed 3302.93 samples/sec Loss 2.7973 LearningRate 0.0494 Epoch: 5 Global Step: 99300 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:20,647-Speed 3346.89 samples/sec Loss 2.7820 LearningRate 0.0494 Epoch: 5 Global Step: 99310 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:23,703-Speed 3350.75 samples/sec Loss 2.7713 LearningRate 0.0493 Epoch: 5 Global Step: 99320 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:26,789-Speed 3319.18 samples/sec Loss 2.8626 LearningRate 0.0493 Epoch: 5 Global Step: 99330 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:29,914-Speed 3277.98 samples/sec Loss 2.8016 LearningRate 0.0493 Epoch: 5 Global Step: 99340 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:33,019-Speed 3298.24 samples/sec Loss 2.8092 LearningRate 0.0493 Epoch: 5 Global Step: 99350 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:36,126-Speed 3296.99 samples/sec Loss 2.7870 LearningRate 0.0493 Epoch: 5 Global Step: 99360 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:43:39,225-Speed 3306.14 samples/sec Loss 2.7723 LearningRate 0.0493 Epoch: 5 Global Step: 99370 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:42,357-Speed 3270.59 samples/sec Loss 2.8790 LearningRate 0.0493 Epoch: 5 Global Step: 99380 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:45,572-Speed 3185.96 samples/sec Loss 2.7663 LearningRate 0.0493 Epoch: 5 Global Step: 99390 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:48,668-Speed 3308.27 samples/sec Loss 2.8165 LearningRate 0.0493 Epoch: 5 Global Step: 99400 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:51,839-Speed 3229.82 samples/sec Loss 2.8088 LearningRate 0.0493 Epoch: 5 Global Step: 99410 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:54,920-Speed 3325.23 samples/sec Loss 2.7731 LearningRate 0.0493 Epoch: 5 Global Step: 99420 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:43:58,022-Speed 3302.14 samples/sec Loss 2.8059 LearningRate 0.0493 Epoch: 5 Global Step: 99430 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:44:01,107-Speed 3319.51 samples/sec Loss 2.8060 LearningRate 0.0493 Epoch: 5 Global Step: 99440 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:44:04,176-Speed 3337.95 samples/sec Loss 2.8941 LearningRate 0.0493 Epoch: 5 Global Step: 99450 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:44:07,328-Speed 3250.08 samples/sec Loss 2.8188 LearningRate 0.0493 Epoch: 5 Global Step: 99460 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:10,437-Speed 3294.59 samples/sec Loss 2.7915 LearningRate 0.0493 Epoch: 5 Global Step: 99470 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:13,498-Speed 3345.95 samples/sec Loss 2.8519 LearningRate 0.0493 Epoch: 5 Global Step: 99480 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:16,573-Speed 3330.82 samples/sec Loss 2.7399 LearningRate 0.0493 Epoch: 5 Global Step: 99490 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:19,644-Speed 3335.17 samples/sec Loss 2.8193 LearningRate 0.0493 Epoch: 5 Global Step: 99500 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:22,764-Speed 3283.35 samples/sec Loss 2.9112 LearningRate 0.0493 Epoch: 5 Global Step: 99510 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:25,888-Speed 3278.52 samples/sec Loss 2.8307 LearningRate 0.0493 Epoch: 5 Global Step: 99520 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:28,976-Speed 3316.22 samples/sec Loss 2.8385 LearningRate 0.0493 Epoch: 5 Global Step: 99530 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:32,071-Speed 3310.31 samples/sec Loss 2.8243 LearningRate 0.0493 Epoch: 5 Global Step: 99540 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:35,158-Speed 3317.61 samples/sec Loss 2.7990 LearningRate 0.0493 Epoch: 5 Global Step: 99550 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:38,248-Speed 3315.94 samples/sec Loss 2.7618 LearningRate 0.0492 Epoch: 5 Global Step: 99560 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:44:41,316-Speed 3338.11 samples/sec Loss 2.8508 LearningRate 0.0492 Epoch: 5 Global Step: 99570 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:44:44,434-Speed 3285.88 samples/sec Loss 2.7640 LearningRate 0.0492 Epoch: 5 Global Step: 99580 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:44:47,484-Speed 3357.51 samples/sec Loss 2.8072 LearningRate 0.0492 Epoch: 5 Global Step: 99590 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:50,580-Speed 3309.06 samples/sec Loss 2.7488 LearningRate 0.0492 Epoch: 5 Global Step: 99600 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:53,690-Speed 3293.51 samples/sec Loss 2.7540 LearningRate 0.0492 Epoch: 5 Global Step: 99610 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:56,756-Speed 3340.74 samples/sec Loss 2.6934 LearningRate 0.0492 Epoch: 5 Global Step: 99620 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:44:59,836-Speed 3325.91 samples/sec Loss 2.8269 LearningRate 0.0492 Epoch: 5 Global Step: 99630 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:45:03,015-Speed 3221.88 samples/sec Loss 2.8541 LearningRate 0.0492 Epoch: 5 Global Step: 99640 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:45:06,095-Speed 3325.06 samples/sec Loss 2.7762 LearningRate 0.0492 Epoch: 5 Global Step: 99650 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:45:09,167-Speed 3334.94 samples/sec Loss 2.7732 LearningRate 0.0492 Epoch: 5 Global Step: 99660 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:45:12,253-Speed 3318.30 samples/sec Loss 2.8343 LearningRate 0.0492 Epoch: 5 Global Step: 99670 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:45:15,316-Speed 3343.74 samples/sec Loss 2.7442 LearningRate 0.0492 Epoch: 5 Global Step: 99680 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:45:18,399-Speed 3322.44 samples/sec Loss 2.8288 LearningRate 0.0492 Epoch: 5 Global Step: 99690 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:21,473-Speed 3332.25 samples/sec Loss 2.8319 LearningRate 0.0492 Epoch: 5 Global Step: 99700 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:24,545-Speed 3334.33 samples/sec Loss 2.8803 LearningRate 0.0492 Epoch: 5 Global Step: 99710 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:27,612-Speed 3339.65 samples/sec Loss 2.8270 LearningRate 0.0492 Epoch: 5 Global Step: 99720 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:30,681-Speed 3337.53 samples/sec Loss 2.7864 LearningRate 0.0492 Epoch: 5 Global Step: 99730 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:33,813-Speed 3269.88 samples/sec Loss 2.7728 LearningRate 0.0492 Epoch: 5 Global Step: 99740 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:36,934-Speed 3281.93 samples/sec Loss 2.7806 LearningRate 0.0492 Epoch: 5 Global Step: 99750 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:39,998-Speed 3342.77 samples/sec Loss 2.7328 LearningRate 0.0492 Epoch: 5 Global Step: 99760 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:43,089-Speed 3313.73 samples/sec Loss 2.8330 LearningRate 0.0492 Epoch: 5 Global Step: 99770 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:46,174-Speed 3320.05 samples/sec Loss 2.7830 LearningRate 0.0492 Epoch: 5 Global Step: 99780 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:49,273-Speed 3306.17 samples/sec Loss 2.7399 LearningRate 0.0491 Epoch: 5 Global Step: 99790 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:52,345-Speed 3333.62 samples/sec Loss 2.8466 LearningRate 0.0491 Epoch: 5 Global Step: 99800 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:55,412-Speed 3340.21 samples/sec Loss 2.8274 LearningRate 0.0491 Epoch: 5 Global Step: 99810 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:45:58,484-Speed 3333.44 samples/sec Loss 2.7647 LearningRate 0.0491 Epoch: 5 Global Step: 99820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:01,552-Speed 3339.32 samples/sec Loss 2.8129 LearningRate 0.0491 Epoch: 5 Global Step: 99830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:04,653-Speed 3302.43 samples/sec Loss 2.8756 LearningRate 0.0491 Epoch: 5 Global Step: 99840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:07,723-Speed 3337.68 samples/sec Loss 2.8391 LearningRate 0.0491 Epoch: 5 Global Step: 99850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:10,801-Speed 3327.55 samples/sec Loss 2.8547 LearningRate 0.0491 Epoch: 5 Global Step: 99860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:13,876-Speed 3330.61 samples/sec Loss 2.8329 LearningRate 0.0491 Epoch: 5 Global Step: 99870 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:16,971-Speed 3309.13 samples/sec Loss 2.8703 LearningRate 0.0491 Epoch: 5 Global Step: 99880 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:20,075-Speed 3299.69 samples/sec Loss 2.8199 LearningRate 0.0491 Epoch: 5 Global Step: 99890 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:23,158-Speed 3323.21 samples/sec Loss 2.7823 LearningRate 0.0491 Epoch: 5 Global Step: 99900 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:26,226-Speed 3338.25 samples/sec Loss 2.8141 LearningRate 0.0491 Epoch: 5 Global Step: 99910 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:29,290-Speed 3343.56 samples/sec Loss 2.7863 LearningRate 0.0491 Epoch: 5 Global Step: 99920 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:32,380-Speed 3314.96 samples/sec Loss 2.7839 LearningRate 0.0491 Epoch: 5 Global Step: 99930 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:35,487-Speed 3296.52 samples/sec Loss 2.7397 LearningRate 0.0491 Epoch: 5 Global Step: 99940 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:38,607-Speed 3282.52 samples/sec Loss 2.7637 LearningRate 0.0491 Epoch: 5 Global Step: 99950 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:41,679-Speed 3334.37 samples/sec Loss 2.7465 LearningRate 0.0491 Epoch: 5 Global Step: 99960 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:44,743-Speed 3342.79 samples/sec Loss 2.7463 LearningRate 0.0491 Epoch: 5 Global Step: 99970 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:46:47,895-Speed 3249.88 samples/sec Loss 2.8381 LearningRate 0.0491 Epoch: 5 Global Step: 99980 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:50,962-Speed 3340.04 samples/sec Loss 2.8469 LearningRate 0.0491 Epoch: 5 Global Step: 99990 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:46:54,046-Speed 3321.71 samples/sec Loss 2.8778 LearningRate 0.0491 Epoch: 5 Global Step: 100000 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:47:38,455-[lfw][100000]XNorm: 22.055729 Training: 2022-04-11 09:47:38,455-[lfw][100000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 09:47:38,456-[lfw][100000]Accuracy-Highest: 0.99817 Training: 2022-04-11 09:48:29,489-[cfp_fp][100000]XNorm: 21.061827 Training: 2022-04-11 09:48:29,490-[cfp_fp][100000]Accuracy-Flip: 0.98143+-0.00613 Training: 2022-04-11 09:48:29,491-[cfp_fp][100000]Accuracy-Highest: 0.98557 Training: 2022-04-11 09:49:13,400-[agedb_30][100000]XNorm: 22.439924 Training: 2022-04-11 09:49:13,400-[agedb_30][100000]Accuracy-Flip: 0.98033+-0.00722 Training: 2022-04-11 09:49:13,401-[agedb_30][100000]Accuracy-Highest: 0.98200 Training: 2022-04-11 09:49:16,482-Speed 71.89 samples/sec Loss 2.7811 LearningRate 0.0491 Epoch: 5 Global Step: 100010 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:19,526-Speed 3364.29 samples/sec Loss 2.8144 LearningRate 0.0491 Epoch: 5 Global Step: 100020 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:22,587-Speed 3346.10 samples/sec Loss 2.7578 LearningRate 0.0490 Epoch: 5 Global Step: 100030 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:25,640-Speed 3355.21 samples/sec Loss 2.8821 LearningRate 0.0490 Epoch: 5 Global Step: 100040 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:28,697-Speed 3350.83 samples/sec Loss 2.6997 LearningRate 0.0490 Epoch: 5 Global Step: 100050 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:31,750-Speed 3354.60 samples/sec Loss 2.8654 LearningRate 0.0490 Epoch: 5 Global Step: 100060 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:34,815-Speed 3342.36 samples/sec Loss 2.8094 LearningRate 0.0490 Epoch: 5 Global Step: 100070 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:37,862-Speed 3361.76 samples/sec Loss 2.7896 LearningRate 0.0490 Epoch: 5 Global Step: 100080 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:40,949-Speed 3317.84 samples/sec Loss 2.8271 LearningRate 0.0490 Epoch: 5 Global Step: 100090 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:44,003-Speed 3353.85 samples/sec Loss 2.7496 LearningRate 0.0490 Epoch: 5 Global Step: 100100 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:47,078-Speed 3331.18 samples/sec Loss 2.8390 LearningRate 0.0490 Epoch: 5 Global Step: 100110 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:50,137-Speed 3348.31 samples/sec Loss 2.8264 LearningRate 0.0490 Epoch: 5 Global Step: 100120 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:53,198-Speed 3345.87 samples/sec Loss 2.8143 LearningRate 0.0490 Epoch: 5 Global Step: 100130 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:49:56,504-Speed 3098.26 samples/sec Loss 2.7927 LearningRate 0.0490 Epoch: 5 Global Step: 100140 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:28,494-Speed 320.12 samples/sec Loss 2.5960 LearningRate 0.0490 Epoch: 6 Global Step: 100150 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:31,702-Speed 3193.07 samples/sec Loss 2.2016 LearningRate 0.0490 Epoch: 6 Global Step: 100160 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:34,971-Speed 3133.38 samples/sec Loss 2.2380 LearningRate 0.0490 Epoch: 6 Global Step: 100170 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:38,061-Speed 3314.89 samples/sec Loss 2.2529 LearningRate 0.0490 Epoch: 6 Global Step: 100180 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:41,150-Speed 3316.48 samples/sec Loss 2.1971 LearningRate 0.0490 Epoch: 6 Global Step: 100190 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:44,208-Speed 3350.34 samples/sec Loss 2.2462 LearningRate 0.0490 Epoch: 6 Global Step: 100200 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:47,298-Speed 3313.85 samples/sec Loss 2.1799 LearningRate 0.0490 Epoch: 6 Global Step: 100210 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:50,373-Speed 3331.56 samples/sec Loss 2.1975 LearningRate 0.0490 Epoch: 6 Global Step: 100220 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:53,438-Speed 3341.65 samples/sec Loss 2.2020 LearningRate 0.0490 Epoch: 6 Global Step: 100230 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:56,509-Speed 3335.72 samples/sec Loss 2.1979 LearningRate 0.0490 Epoch: 6 Global Step: 100240 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:50:59,568-Speed 3348.31 samples/sec Loss 2.2625 LearningRate 0.0490 Epoch: 6 Global Step: 100250 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:02,629-Speed 3345.66 samples/sec Loss 2.2333 LearningRate 0.0490 Epoch: 6 Global Step: 100260 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:05,698-Speed 3338.56 samples/sec Loss 2.1856 LearningRate 0.0489 Epoch: 6 Global Step: 100270 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:08,777-Speed 3326.73 samples/sec Loss 2.2313 LearningRate 0.0489 Epoch: 6 Global Step: 100280 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:11,857-Speed 3326.55 samples/sec Loss 2.2949 LearningRate 0.0489 Epoch: 6 Global Step: 100290 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:15,551-Speed 2772.69 samples/sec Loss 2.1700 LearningRate 0.0489 Epoch: 6 Global Step: 100300 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:18,647-Speed 3308.10 samples/sec Loss 2.2686 LearningRate 0.0489 Epoch: 6 Global Step: 100310 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:21,808-Speed 3241.17 samples/sec Loss 2.2070 LearningRate 0.0489 Epoch: 6 Global Step: 100320 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:24,883-Speed 3331.75 samples/sec Loss 2.1742 LearningRate 0.0489 Epoch: 6 Global Step: 100330 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:27,962-Speed 3326.86 samples/sec Loss 2.2094 LearningRate 0.0489 Epoch: 6 Global Step: 100340 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:31,057-Speed 3309.38 samples/sec Loss 2.2494 LearningRate 0.0489 Epoch: 6 Global Step: 100350 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:34,157-Speed 3303.84 samples/sec Loss 2.2819 LearningRate 0.0489 Epoch: 6 Global Step: 100360 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:37,419-Speed 3140.57 samples/sec Loss 2.2377 LearningRate 0.0489 Epoch: 6 Global Step: 100370 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:40,511-Speed 3312.79 samples/sec Loss 2.1664 LearningRate 0.0489 Epoch: 6 Global Step: 100380 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:43,698-Speed 3215.09 samples/sec Loss 2.2195 LearningRate 0.0489 Epoch: 6 Global Step: 100390 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:47,873-Speed 2453.33 samples/sec Loss 2.2028 LearningRate 0.0489 Epoch: 6 Global Step: 100400 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:50,947-Speed 3332.34 samples/sec Loss 2.1626 LearningRate 0.0489 Epoch: 6 Global Step: 100410 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:54,080-Speed 3270.22 samples/sec Loss 2.2539 LearningRate 0.0489 Epoch: 6 Global Step: 100420 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:51:57,262-Speed 3220.05 samples/sec Loss 2.2128 LearningRate 0.0489 Epoch: 6 Global Step: 100430 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:00,376-Speed 3289.52 samples/sec Loss 2.2449 LearningRate 0.0489 Epoch: 6 Global Step: 100440 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:03,450-Speed 3332.22 samples/sec Loss 2.2182 LearningRate 0.0489 Epoch: 6 Global Step: 100450 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:06,636-Speed 3215.51 samples/sec Loss 2.2396 LearningRate 0.0489 Epoch: 6 Global Step: 100460 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:09,814-Speed 3223.76 samples/sec Loss 2.1983 LearningRate 0.0489 Epoch: 6 Global Step: 100470 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:12,927-Speed 3291.12 samples/sec Loss 2.2385 LearningRate 0.0489 Epoch: 6 Global Step: 100480 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:52:15,983-Speed 3352.15 samples/sec Loss 2.2640 LearningRate 0.0489 Epoch: 6 Global Step: 100490 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:19,053-Speed 3336.63 samples/sec Loss 2.2243 LearningRate 0.0489 Epoch: 6 Global Step: 100500 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:22,116-Speed 3345.00 samples/sec Loss 2.2806 LearningRate 0.0488 Epoch: 6 Global Step: 100510 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:25,250-Speed 3268.77 samples/sec Loss 2.2667 LearningRate 0.0488 Epoch: 6 Global Step: 100520 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:28,326-Speed 3330.36 samples/sec Loss 2.2665 LearningRate 0.0488 Epoch: 6 Global Step: 100530 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:31,403-Speed 3329.09 samples/sec Loss 2.2211 LearningRate 0.0488 Epoch: 6 Global Step: 100540 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:34,510-Speed 3297.25 samples/sec Loss 2.2542 LearningRate 0.0488 Epoch: 6 Global Step: 100550 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:52:37,724-Speed 3186.64 samples/sec Loss 2.2115 LearningRate 0.0488 Epoch: 6 Global Step: 100560 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:52:40,933-Speed 3192.83 samples/sec Loss 2.2358 LearningRate 0.0488 Epoch: 6 Global Step: 100570 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:52:44,075-Speed 3260.61 samples/sec Loss 2.2839 LearningRate 0.0488 Epoch: 6 Global Step: 100580 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:52:47,210-Speed 3267.30 samples/sec Loss 2.2577 LearningRate 0.0488 Epoch: 6 Global Step: 100590 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:52:50,272-Speed 3346.21 samples/sec Loss 2.2979 LearningRate 0.0488 Epoch: 6 Global Step: 100600 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:52:53,373-Speed 3303.93 samples/sec Loss 2.3081 LearningRate 0.0488 Epoch: 6 Global Step: 100610 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:52:56,503-Speed 3272.53 samples/sec Loss 2.2549 LearningRate 0.0488 Epoch: 6 Global Step: 100620 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:52:59,606-Speed 3300.80 samples/sec Loss 2.2521 LearningRate 0.0488 Epoch: 6 Global Step: 100630 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:02,723-Speed 3287.34 samples/sec Loss 2.2387 LearningRate 0.0488 Epoch: 6 Global Step: 100640 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:05,817-Speed 3309.77 samples/sec Loss 2.2530 LearningRate 0.0488 Epoch: 6 Global Step: 100650 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:08,888-Speed 3335.33 samples/sec Loss 2.3080 LearningRate 0.0488 Epoch: 6 Global Step: 100660 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:53:11,956-Speed 3340.25 samples/sec Loss 2.2107 LearningRate 0.0488 Epoch: 6 Global Step: 100670 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:15,019-Speed 3344.18 samples/sec Loss 2.2576 LearningRate 0.0488 Epoch: 6 Global Step: 100680 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:18,157-Speed 3264.73 samples/sec Loss 2.3297 LearningRate 0.0488 Epoch: 6 Global Step: 100690 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:21,224-Speed 3340.20 samples/sec Loss 2.2532 LearningRate 0.0488 Epoch: 6 Global Step: 100700 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:24,385-Speed 3240.07 samples/sec Loss 2.3339 LearningRate 0.0488 Epoch: 6 Global Step: 100710 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:27,456-Speed 3336.35 samples/sec Loss 2.2427 LearningRate 0.0488 Epoch: 6 Global Step: 100720 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:30,614-Speed 3243.58 samples/sec Loss 2.2868 LearningRate 0.0488 Epoch: 6 Global Step: 100730 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:33,753-Speed 3263.82 samples/sec Loss 2.2412 LearningRate 0.0488 Epoch: 6 Global Step: 100740 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:36,835-Speed 3322.71 samples/sec Loss 2.2431 LearningRate 0.0487 Epoch: 6 Global Step: 100750 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:40,143-Speed 3096.55 samples/sec Loss 2.2966 LearningRate 0.0487 Epoch: 6 Global Step: 100760 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:53:43,257-Speed 3289.33 samples/sec Loss 2.2731 LearningRate 0.0487 Epoch: 6 Global Step: 100770 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:53:46,389-Speed 3271.09 samples/sec Loss 2.2643 LearningRate 0.0487 Epoch: 6 Global Step: 100780 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:53:49,462-Speed 3333.12 samples/sec Loss 2.2642 LearningRate 0.0487 Epoch: 6 Global Step: 100790 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:53:52,557-Speed 3309.37 samples/sec Loss 2.2369 LearningRate 0.0487 Epoch: 6 Global Step: 100800 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:53:55,652-Speed 3310.70 samples/sec Loss 2.2941 LearningRate 0.0487 Epoch: 6 Global Step: 100810 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:53:58,784-Speed 3270.67 samples/sec Loss 2.3470 LearningRate 0.0487 Epoch: 6 Global Step: 100820 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:01,862-Speed 3327.84 samples/sec Loss 2.2470 LearningRate 0.0487 Epoch: 6 Global Step: 100830 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:04,966-Speed 3300.05 samples/sec Loss 2.2716 LearningRate 0.0487 Epoch: 6 Global Step: 100840 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:08,213-Speed 3155.21 samples/sec Loss 2.2830 LearningRate 0.0487 Epoch: 6 Global Step: 100850 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:11,316-Speed 3300.78 samples/sec Loss 2.3657 LearningRate 0.0487 Epoch: 6 Global Step: 100860 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:14,486-Speed 3231.88 samples/sec Loss 2.2556 LearningRate 0.0487 Epoch: 6 Global Step: 100870 Fp16 Grad Scale: 262144 Required: 25 hours Training: 2022-04-11 09:54:17,647-Speed 3241.50 samples/sec Loss 2.3341 LearningRate 0.0487 Epoch: 6 Global Step: 100880 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:20,781-Speed 3268.04 samples/sec Loss 2.2958 LearningRate 0.0487 Epoch: 6 Global Step: 100890 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:23,902-Speed 3282.25 samples/sec Loss 2.3093 LearningRate 0.0487 Epoch: 6 Global Step: 100900 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:27,071-Speed 3232.46 samples/sec Loss 2.3257 LearningRate 0.0487 Epoch: 6 Global Step: 100910 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:30,176-Speed 3299.17 samples/sec Loss 2.2596 LearningRate 0.0487 Epoch: 6 Global Step: 100920 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:33,268-Speed 3313.15 samples/sec Loss 2.2917 LearningRate 0.0487 Epoch: 6 Global Step: 100930 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:36,340-Speed 3335.25 samples/sec Loss 2.3021 LearningRate 0.0487 Epoch: 6 Global Step: 100940 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:39,408-Speed 3338.60 samples/sec Loss 2.2853 LearningRate 0.0487 Epoch: 6 Global Step: 100950 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:42,562-Speed 3248.10 samples/sec Loss 2.2933 LearningRate 0.0487 Epoch: 6 Global Step: 100960 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:45,654-Speed 3312.67 samples/sec Loss 2.3190 LearningRate 0.0487 Epoch: 6 Global Step: 100970 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:48,799-Speed 3256.98 samples/sec Loss 2.3815 LearningRate 0.0487 Epoch: 6 Global Step: 100980 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:51,891-Speed 3312.44 samples/sec Loss 2.2200 LearningRate 0.0486 Epoch: 6 Global Step: 100990 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:55,007-Speed 3287.83 samples/sec Loss 2.2399 LearningRate 0.0486 Epoch: 6 Global Step: 101000 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:54:58,077-Speed 3336.28 samples/sec Loss 2.3699 LearningRate 0.0486 Epoch: 6 Global Step: 101010 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:01,287-Speed 3190.81 samples/sec Loss 2.3004 LearningRate 0.0486 Epoch: 6 Global Step: 101020 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:04,404-Speed 3287.64 samples/sec Loss 2.2369 LearningRate 0.0486 Epoch: 6 Global Step: 101030 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:07,527-Speed 3280.53 samples/sec Loss 2.2853 LearningRate 0.0486 Epoch: 6 Global Step: 101040 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:10,596-Speed 3337.43 samples/sec Loss 2.2710 LearningRate 0.0486 Epoch: 6 Global Step: 101050 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:13,717-Speed 3281.28 samples/sec Loss 2.3147 LearningRate 0.0486 Epoch: 6 Global Step: 101060 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:16,891-Speed 3227.33 samples/sec Loss 2.3466 LearningRate 0.0486 Epoch: 6 Global Step: 101070 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:20,006-Speed 3289.43 samples/sec Loss 2.2467 LearningRate 0.0486 Epoch: 6 Global Step: 101080 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:23,077-Speed 3335.03 samples/sec Loss 2.3194 LearningRate 0.0486 Epoch: 6 Global Step: 101090 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:26,402-Speed 3081.38 samples/sec Loss 2.2978 LearningRate 0.0486 Epoch: 6 Global Step: 101100 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:29,578-Speed 3226.05 samples/sec Loss 2.2730 LearningRate 0.0486 Epoch: 6 Global Step: 101110 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:32,695-Speed 3285.79 samples/sec Loss 2.3619 LearningRate 0.0486 Epoch: 6 Global Step: 101120 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:35,823-Speed 3274.56 samples/sec Loss 2.3473 LearningRate 0.0486 Epoch: 6 Global Step: 101130 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:55:38,878-Speed 3352.84 samples/sec Loss 2.2889 LearningRate 0.0486 Epoch: 6 Global Step: 101140 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:55:42,037-Speed 3243.01 samples/sec Loss 2.2798 LearningRate 0.0486 Epoch: 6 Global Step: 101150 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:55:45,108-Speed 3335.82 samples/sec Loss 2.3784 LearningRate 0.0486 Epoch: 6 Global Step: 101160 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:55:48,276-Speed 3233.64 samples/sec Loss 2.2734 LearningRate 0.0486 Epoch: 6 Global Step: 101170 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:55:51,347-Speed 3336.44 samples/sec Loss 2.3429 LearningRate 0.0486 Epoch: 6 Global Step: 101180 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:55:54,479-Speed 3270.74 samples/sec Loss 2.2638 LearningRate 0.0486 Epoch: 6 Global Step: 101190 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:55:57,601-Speed 3281.42 samples/sec Loss 2.3058 LearningRate 0.0486 Epoch: 6 Global Step: 101200 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:56:00,726-Speed 3277.91 samples/sec Loss 2.2677 LearningRate 0.0486 Epoch: 6 Global Step: 101210 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:56:03,814-Speed 3317.05 samples/sec Loss 2.3565 LearningRate 0.0486 Epoch: 6 Global Step: 101220 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:56:06,979-Speed 3237.33 samples/sec Loss 2.3227 LearningRate 0.0485 Epoch: 6 Global Step: 101230 Fp16 Grad Scale: 65536 Required: 25 hours Training: 2022-04-11 09:56:10,063-Speed 3321.83 samples/sec Loss 2.3371 LearningRate 0.0485 Epoch: 6 Global Step: 101240 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:13,139-Speed 3330.52 samples/sec Loss 2.3519 LearningRate 0.0485 Epoch: 6 Global Step: 101250 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:16,268-Speed 3274.10 samples/sec Loss 2.3217 LearningRate 0.0485 Epoch: 6 Global Step: 101260 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:19,361-Speed 3311.68 samples/sec Loss 2.3059 LearningRate 0.0485 Epoch: 6 Global Step: 101270 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:22,513-Speed 3250.18 samples/sec Loss 2.3339 LearningRate 0.0485 Epoch: 6 Global Step: 101280 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:25,653-Speed 3262.64 samples/sec Loss 2.3274 LearningRate 0.0485 Epoch: 6 Global Step: 101290 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:28,758-Speed 3298.64 samples/sec Loss 2.3234 LearningRate 0.0485 Epoch: 6 Global Step: 101300 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:31,874-Speed 3288.76 samples/sec Loss 2.3040 LearningRate 0.0485 Epoch: 6 Global Step: 101310 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:35,046-Speed 3229.57 samples/sec Loss 2.3008 LearningRate 0.0485 Epoch: 6 Global Step: 101320 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:38,153-Speed 3296.89 samples/sec Loss 2.3215 LearningRate 0.0485 Epoch: 6 Global Step: 101330 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:41,211-Speed 3349.21 samples/sec Loss 2.3567 LearningRate 0.0485 Epoch: 6 Global Step: 101340 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:44,329-Speed 3285.43 samples/sec Loss 2.3776 LearningRate 0.0485 Epoch: 6 Global Step: 101350 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:47,483-Speed 3248.03 samples/sec Loss 2.4089 LearningRate 0.0485 Epoch: 6 Global Step: 101360 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:50,652-Speed 3232.93 samples/sec Loss 2.3108 LearningRate 0.0485 Epoch: 6 Global Step: 101370 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:53,720-Speed 3338.74 samples/sec Loss 2.2698 LearningRate 0.0485 Epoch: 6 Global Step: 101380 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:56,833-Speed 3290.72 samples/sec Loss 2.3425 LearningRate 0.0485 Epoch: 6 Global Step: 101390 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:56:59,921-Speed 3317.78 samples/sec Loss 2.4015 LearningRate 0.0485 Epoch: 6 Global Step: 101400 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:02,999-Speed 3327.45 samples/sec Loss 2.3514 LearningRate 0.0485 Epoch: 6 Global Step: 101410 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:06,166-Speed 3234.47 samples/sec Loss 2.3677 LearningRate 0.0485 Epoch: 6 Global Step: 101420 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:09,316-Speed 3253.02 samples/sec Loss 2.3077 LearningRate 0.0485 Epoch: 6 Global Step: 101430 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:12,373-Speed 3351.29 samples/sec Loss 2.3021 LearningRate 0.0485 Epoch: 6 Global Step: 101440 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:15,508-Speed 3267.24 samples/sec Loss 2.3769 LearningRate 0.0485 Epoch: 6 Global Step: 101450 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:18,648-Speed 3261.24 samples/sec Loss 2.3558 LearningRate 0.0485 Epoch: 6 Global Step: 101460 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:21,808-Speed 3242.56 samples/sec Loss 2.3667 LearningRate 0.0484 Epoch: 6 Global Step: 101470 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:24,955-Speed 3254.82 samples/sec Loss 2.3352 LearningRate 0.0484 Epoch: 6 Global Step: 101480 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:28,060-Speed 3298.86 samples/sec Loss 2.3334 LearningRate 0.0484 Epoch: 6 Global Step: 101490 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:31,287-Speed 3175.02 samples/sec Loss 2.3316 LearningRate 0.0484 Epoch: 6 Global Step: 101500 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 09:57:34,412-Speed 3277.70 samples/sec Loss 2.3533 LearningRate 0.0484 Epoch: 6 Global Step: 101510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:37,511-Speed 3306.92 samples/sec Loss 2.3175 LearningRate 0.0484 Epoch: 6 Global Step: 101520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:40,582-Speed 3335.61 samples/sec Loss 2.2870 LearningRate 0.0484 Epoch: 6 Global Step: 101530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:43,715-Speed 3269.23 samples/sec Loss 2.2673 LearningRate 0.0484 Epoch: 6 Global Step: 101540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:46,809-Speed 3310.48 samples/sec Loss 2.3547 LearningRate 0.0484 Epoch: 6 Global Step: 101550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:50,047-Speed 3164.43 samples/sec Loss 2.3569 LearningRate 0.0484 Epoch: 6 Global Step: 101560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:53,210-Speed 3238.27 samples/sec Loss 2.3804 LearningRate 0.0484 Epoch: 6 Global Step: 101570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:56,328-Speed 3285.48 samples/sec Loss 2.3544 LearningRate 0.0484 Epoch: 6 Global Step: 101580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:57:59,405-Speed 3328.51 samples/sec Loss 2.3792 LearningRate 0.0484 Epoch: 6 Global Step: 101590 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:02,520-Speed 3288.23 samples/sec Loss 2.3860 LearningRate 0.0484 Epoch: 6 Global Step: 101600 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:05,613-Speed 3312.04 samples/sec Loss 2.3793 LearningRate 0.0484 Epoch: 6 Global Step: 101610 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:08,770-Speed 3245.31 samples/sec Loss 2.2972 LearningRate 0.0484 Epoch: 6 Global Step: 101620 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:11,856-Speed 3319.12 samples/sec Loss 2.3811 LearningRate 0.0484 Epoch: 6 Global Step: 101630 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:14,980-Speed 3279.50 samples/sec Loss 2.3840 LearningRate 0.0484 Epoch: 6 Global Step: 101640 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 09:58:18,027-Speed 3361.74 samples/sec Loss 2.4071 LearningRate 0.0484 Epoch: 6 Global Step: 101650 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:21,106-Speed 3326.41 samples/sec Loss 2.3534 LearningRate 0.0484 Epoch: 6 Global Step: 101660 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:24,278-Speed 3229.30 samples/sec Loss 2.3460 LearningRate 0.0484 Epoch: 6 Global Step: 101670 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:27,384-Speed 3298.83 samples/sec Loss 2.4335 LearningRate 0.0484 Epoch: 6 Global Step: 101680 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:30,558-Speed 3226.98 samples/sec Loss 2.3219 LearningRate 0.0484 Epoch: 6 Global Step: 101690 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:33,687-Speed 3273.42 samples/sec Loss 2.3075 LearningRate 0.0484 Epoch: 6 Global Step: 101700 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:36,794-Speed 3296.89 samples/sec Loss 2.3640 LearningRate 0.0483 Epoch: 6 Global Step: 101710 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:39,936-Speed 3260.70 samples/sec Loss 2.3400 LearningRate 0.0483 Epoch: 6 Global Step: 101720 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:43,019-Speed 3322.22 samples/sec Loss 2.3345 LearningRate 0.0483 Epoch: 6 Global Step: 101730 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:46,138-Speed 3284.75 samples/sec Loss 2.4455 LearningRate 0.0483 Epoch: 6 Global Step: 101740 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 09:58:49,214-Speed 3330.53 samples/sec Loss 2.3460 LearningRate 0.0483 Epoch: 6 Global Step: 101750 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:52,291-Speed 3328.36 samples/sec Loss 2.3927 LearningRate 0.0483 Epoch: 6 Global Step: 101760 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:55,401-Speed 3294.02 samples/sec Loss 2.3513 LearningRate 0.0483 Epoch: 6 Global Step: 101770 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:58:58,513-Speed 3292.25 samples/sec Loss 2.3745 LearningRate 0.0483 Epoch: 6 Global Step: 101780 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:01,614-Speed 3302.70 samples/sec Loss 2.3489 LearningRate 0.0483 Epoch: 6 Global Step: 101790 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:04,691-Speed 3330.46 samples/sec Loss 2.4075 LearningRate 0.0483 Epoch: 6 Global Step: 101800 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:07,761-Speed 3337.03 samples/sec Loss 2.3686 LearningRate 0.0483 Epoch: 6 Global Step: 101810 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:10,865-Speed 3299.62 samples/sec Loss 2.3843 LearningRate 0.0483 Epoch: 6 Global Step: 101820 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:13,948-Speed 3322.66 samples/sec Loss 2.3538 LearningRate 0.0483 Epoch: 6 Global Step: 101830 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:17,041-Speed 3312.50 samples/sec Loss 2.3775 LearningRate 0.0483 Epoch: 6 Global Step: 101840 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:20,108-Speed 3339.67 samples/sec Loss 2.3413 LearningRate 0.0483 Epoch: 6 Global Step: 101850 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 09:59:23,226-Speed 3284.62 samples/sec Loss 2.3526 LearningRate 0.0483 Epoch: 6 Global Step: 101860 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:26,305-Speed 3327.48 samples/sec Loss 2.3613 LearningRate 0.0483 Epoch: 6 Global Step: 101870 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:29,382-Speed 3328.75 samples/sec Loss 2.4194 LearningRate 0.0483 Epoch: 6 Global Step: 101880 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:32,548-Speed 3236.01 samples/sec Loss 2.4919 LearningRate 0.0483 Epoch: 6 Global Step: 101890 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:35,686-Speed 3265.12 samples/sec Loss 2.4005 LearningRate 0.0483 Epoch: 6 Global Step: 101900 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:38,804-Speed 3284.78 samples/sec Loss 2.4516 LearningRate 0.0483 Epoch: 6 Global Step: 101910 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:41,880-Speed 3330.78 samples/sec Loss 2.4421 LearningRate 0.0483 Epoch: 6 Global Step: 101920 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:44,986-Speed 3298.44 samples/sec Loss 2.4250 LearningRate 0.0483 Epoch: 6 Global Step: 101930 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:48,157-Speed 3230.69 samples/sec Loss 2.3480 LearningRate 0.0483 Epoch: 6 Global Step: 101940 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:51,358-Speed 3200.34 samples/sec Loss 2.3862 LearningRate 0.0482 Epoch: 6 Global Step: 101950 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:54,562-Speed 3197.36 samples/sec Loss 2.4094 LearningRate 0.0482 Epoch: 6 Global Step: 101960 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 09:59:57,741-Speed 3222.37 samples/sec Loss 2.3448 LearningRate 0.0482 Epoch: 6 Global Step: 101970 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:00:00,879-Speed 3264.39 samples/sec Loss 2.3535 LearningRate 0.0482 Epoch: 6 Global Step: 101980 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:00:03,963-Speed 3320.66 samples/sec Loss 2.4283 LearningRate 0.0482 Epoch: 6 Global Step: 101990 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:00:07,057-Speed 3311.86 samples/sec Loss 2.3809 LearningRate 0.0482 Epoch: 6 Global Step: 102000 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:00:52,106-[lfw][102000]XNorm: 22.320298 Training: 2022-04-11 10:00:52,106-[lfw][102000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 10:00:52,107-[lfw][102000]Accuracy-Highest: 0.99817 Training: 2022-04-11 10:01:43,679-[cfp_fp][102000]XNorm: 21.054869 Training: 2022-04-11 10:01:43,680-[cfp_fp][102000]Accuracy-Flip: 0.98614+-0.00626 Training: 2022-04-11 10:01:43,681-[cfp_fp][102000]Accuracy-Highest: 0.98614 Training: 2022-04-11 10:02:28,369-[agedb_30][102000]XNorm: 22.528507 Training: 2022-04-11 10:02:28,370-[agedb_30][102000]Accuracy-Flip: 0.98050+-0.00711 Training: 2022-04-11 10:02:28,370-[agedb_30][102000]Accuracy-Highest: 0.98200 Training: 2022-04-11 10:02:31,459-Speed 70.91 samples/sec Loss 2.4200 LearningRate 0.0482 Epoch: 6 Global Step: 102010 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:34,566-Speed 3296.97 samples/sec Loss 2.3936 LearningRate 0.0482 Epoch: 6 Global Step: 102020 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:37,623-Speed 3351.24 samples/sec Loss 2.3506 LearningRate 0.0482 Epoch: 6 Global Step: 102030 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:40,682-Speed 3347.71 samples/sec Loss 2.4254 LearningRate 0.0482 Epoch: 6 Global Step: 102040 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:43,759-Speed 3329.21 samples/sec Loss 2.4070 LearningRate 0.0482 Epoch: 6 Global Step: 102050 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:46,812-Speed 3354.60 samples/sec Loss 2.4103 LearningRate 0.0482 Epoch: 6 Global Step: 102060 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:49,873-Speed 3346.80 samples/sec Loss 2.4040 LearningRate 0.0482 Epoch: 6 Global Step: 102070 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:52,961-Speed 3317.27 samples/sec Loss 2.3462 LearningRate 0.0482 Epoch: 6 Global Step: 102080 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:56,039-Speed 3328.21 samples/sec Loss 2.4229 LearningRate 0.0482 Epoch: 6 Global Step: 102090 Fp16 Grad Scale: 131072 Required: 25 hours Training: 2022-04-11 10:02:59,112-Speed 3333.18 samples/sec Loss 2.3983 LearningRate 0.0482 Epoch: 6 Global Step: 102100 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:02,177-Speed 3342.22 samples/sec Loss 2.3465 LearningRate 0.0482 Epoch: 6 Global Step: 102110 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:05,265-Speed 3317.59 samples/sec Loss 2.4314 LearningRate 0.0482 Epoch: 6 Global Step: 102120 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:08,399-Speed 3267.54 samples/sec Loss 2.3841 LearningRate 0.0482 Epoch: 6 Global Step: 102130 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:11,582-Speed 3218.49 samples/sec Loss 2.4121 LearningRate 0.0482 Epoch: 6 Global Step: 102140 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:14,681-Speed 3305.20 samples/sec Loss 2.4267 LearningRate 0.0482 Epoch: 6 Global Step: 102150 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:17,756-Speed 3330.99 samples/sec Loss 2.4247 LearningRate 0.0482 Epoch: 6 Global Step: 102160 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:03:20,809-Speed 3355.90 samples/sec Loss 2.4053 LearningRate 0.0482 Epoch: 6 Global Step: 102170 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:23,875-Speed 3340.30 samples/sec Loss 2.4037 LearningRate 0.0482 Epoch: 6 Global Step: 102180 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:27,010-Speed 3267.83 samples/sec Loss 2.3467 LearningRate 0.0481 Epoch: 6 Global Step: 102190 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:30,086-Speed 3330.16 samples/sec Loss 2.5059 LearningRate 0.0481 Epoch: 6 Global Step: 102200 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:33,186-Speed 3303.98 samples/sec Loss 2.3672 LearningRate 0.0481 Epoch: 6 Global Step: 102210 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:36,365-Speed 3221.98 samples/sec Loss 2.3531 LearningRate 0.0481 Epoch: 6 Global Step: 102220 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:39,431-Speed 3341.55 samples/sec Loss 2.3892 LearningRate 0.0481 Epoch: 6 Global Step: 102230 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:42,502-Speed 3335.07 samples/sec Loss 2.4173 LearningRate 0.0481 Epoch: 6 Global Step: 102240 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:45,582-Speed 3325.35 samples/sec Loss 2.3928 LearningRate 0.0481 Epoch: 6 Global Step: 102250 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:48,687-Speed 3299.35 samples/sec Loss 2.3113 LearningRate 0.0481 Epoch: 6 Global Step: 102260 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:51,838-Speed 3251.21 samples/sec Loss 2.3775 LearningRate 0.0481 Epoch: 6 Global Step: 102270 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:54,999-Speed 3240.63 samples/sec Loss 2.4404 LearningRate 0.0481 Epoch: 6 Global Step: 102280 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:03:58,163-Speed 3238.69 samples/sec Loss 2.3692 LearningRate 0.0481 Epoch: 6 Global Step: 102290 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:01,252-Speed 3315.41 samples/sec Loss 2.3588 LearningRate 0.0481 Epoch: 6 Global Step: 102300 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:04,341-Speed 3316.92 samples/sec Loss 2.3276 LearningRate 0.0481 Epoch: 6 Global Step: 102310 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:07,426-Speed 3319.99 samples/sec Loss 2.4546 LearningRate 0.0481 Epoch: 6 Global Step: 102320 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:10,562-Speed 3266.44 samples/sec Loss 2.4213 LearningRate 0.0481 Epoch: 6 Global Step: 102330 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:13,651-Speed 3316.40 samples/sec Loss 2.4172 LearningRate 0.0481 Epoch: 6 Global Step: 102340 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:16,820-Speed 3232.40 samples/sec Loss 2.4067 LearningRate 0.0481 Epoch: 6 Global Step: 102350 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:19,955-Speed 3267.34 samples/sec Loss 2.3484 LearningRate 0.0481 Epoch: 6 Global Step: 102360 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:23,055-Speed 3305.26 samples/sec Loss 2.4102 LearningRate 0.0481 Epoch: 6 Global Step: 102370 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:26,221-Speed 3235.02 samples/sec Loss 2.4416 LearningRate 0.0481 Epoch: 6 Global Step: 102380 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:29,320-Speed 3305.88 samples/sec Loss 2.3769 LearningRate 0.0481 Epoch: 6 Global Step: 102390 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:32,394-Speed 3332.37 samples/sec Loss 2.3516 LearningRate 0.0481 Epoch: 6 Global Step: 102400 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:35,494-Speed 3304.89 samples/sec Loss 2.3769 LearningRate 0.0481 Epoch: 6 Global Step: 102410 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:38,600-Speed 3297.32 samples/sec Loss 2.3501 LearningRate 0.0481 Epoch: 6 Global Step: 102420 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:41,671-Speed 3336.78 samples/sec Loss 2.4059 LearningRate 0.0480 Epoch: 6 Global Step: 102430 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:44,752-Speed 3324.74 samples/sec Loss 2.4588 LearningRate 0.0480 Epoch: 6 Global Step: 102440 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:47,859-Speed 3297.71 samples/sec Loss 2.3692 LearningRate 0.0480 Epoch: 6 Global Step: 102450 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:50,986-Speed 3275.74 samples/sec Loss 2.4166 LearningRate 0.0480 Epoch: 6 Global Step: 102460 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:04:54,046-Speed 3347.80 samples/sec Loss 2.4136 LearningRate 0.0480 Epoch: 6 Global Step: 102470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:04:57,112-Speed 3340.96 samples/sec Loss 2.4237 LearningRate 0.0480 Epoch: 6 Global Step: 102480 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:00,187-Speed 3331.60 samples/sec Loss 2.3819 LearningRate 0.0480 Epoch: 6 Global Step: 102490 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:03,329-Speed 3259.94 samples/sec Loss 2.4002 LearningRate 0.0480 Epoch: 6 Global Step: 102500 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:06,455-Speed 3277.28 samples/sec Loss 2.5138 LearningRate 0.0480 Epoch: 6 Global Step: 102510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:09,582-Speed 3275.88 samples/sec Loss 2.3182 LearningRate 0.0480 Epoch: 6 Global Step: 102520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:12,741-Speed 3243.34 samples/sec Loss 2.4586 LearningRate 0.0480 Epoch: 6 Global Step: 102530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:15,816-Speed 3331.59 samples/sec Loss 2.4512 LearningRate 0.0480 Epoch: 6 Global Step: 102540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:18,905-Speed 3315.38 samples/sec Loss 2.4338 LearningRate 0.0480 Epoch: 6 Global Step: 102550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:21,976-Speed 3335.33 samples/sec Loss 2.3987 LearningRate 0.0480 Epoch: 6 Global Step: 102560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:25,284-Speed 3096.46 samples/sec Loss 2.3602 LearningRate 0.0480 Epoch: 6 Global Step: 102570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:28,350-Speed 3341.91 samples/sec Loss 2.4179 LearningRate 0.0480 Epoch: 6 Global Step: 102580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:31,440-Speed 3314.58 samples/sec Loss 2.4103 LearningRate 0.0480 Epoch: 6 Global Step: 102590 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:34,525-Speed 3320.85 samples/sec Loss 2.4405 LearningRate 0.0480 Epoch: 6 Global Step: 102600 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:37,613-Speed 3317.57 samples/sec Loss 2.4160 LearningRate 0.0480 Epoch: 6 Global Step: 102610 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:40,673-Speed 3347.14 samples/sec Loss 2.4515 LearningRate 0.0480 Epoch: 6 Global Step: 102620 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:43,754-Speed 3324.76 samples/sec Loss 2.4589 LearningRate 0.0480 Epoch: 6 Global Step: 102630 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:46,822-Speed 3338.98 samples/sec Loss 2.3811 LearningRate 0.0480 Epoch: 6 Global Step: 102640 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:49,892-Speed 3336.35 samples/sec Loss 2.3950 LearningRate 0.0480 Epoch: 6 Global Step: 102650 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:52,990-Speed 3307.48 samples/sec Loss 2.4341 LearningRate 0.0480 Epoch: 6 Global Step: 102660 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:05:56,057-Speed 3339.75 samples/sec Loss 2.3938 LearningRate 0.0479 Epoch: 6 Global Step: 102670 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:05:59,163-Speed 3298.29 samples/sec Loss 2.4524 LearningRate 0.0479 Epoch: 6 Global Step: 102680 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:02,221-Speed 3349.67 samples/sec Loss 2.4383 LearningRate 0.0479 Epoch: 6 Global Step: 102690 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:05,293-Speed 3334.77 samples/sec Loss 2.4535 LearningRate 0.0479 Epoch: 6 Global Step: 102700 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:08,405-Speed 3290.61 samples/sec Loss 2.4798 LearningRate 0.0479 Epoch: 6 Global Step: 102710 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:11,532-Speed 3276.11 samples/sec Loss 2.3751 LearningRate 0.0479 Epoch: 6 Global Step: 102720 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:14,600-Speed 3339.42 samples/sec Loss 2.3768 LearningRate 0.0479 Epoch: 6 Global Step: 102730 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:17,762-Speed 3239.99 samples/sec Loss 2.4453 LearningRate 0.0479 Epoch: 6 Global Step: 102740 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:20,832-Speed 3336.41 samples/sec Loss 2.4532 LearningRate 0.0479 Epoch: 6 Global Step: 102750 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:23,953-Speed 3282.55 samples/sec Loss 2.4047 LearningRate 0.0479 Epoch: 6 Global Step: 102760 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:27,035-Speed 3323.24 samples/sec Loss 2.5013 LearningRate 0.0479 Epoch: 6 Global Step: 102770 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:06:30,115-Speed 3326.27 samples/sec Loss 2.4183 LearningRate 0.0479 Epoch: 6 Global Step: 102780 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:33,206-Speed 3314.23 samples/sec Loss 2.4351 LearningRate 0.0479 Epoch: 6 Global Step: 102790 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:36,337-Speed 3271.36 samples/sec Loss 2.3893 LearningRate 0.0479 Epoch: 6 Global Step: 102800 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:39,408-Speed 3335.93 samples/sec Loss 2.4323 LearningRate 0.0479 Epoch: 6 Global Step: 102810 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:42,471-Speed 3343.88 samples/sec Loss 2.4767 LearningRate 0.0479 Epoch: 6 Global Step: 102820 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:45,588-Speed 3286.53 samples/sec Loss 2.3942 LearningRate 0.0479 Epoch: 6 Global Step: 102830 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:48,650-Speed 3345.71 samples/sec Loss 2.4746 LearningRate 0.0479 Epoch: 6 Global Step: 102840 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:51,734-Speed 3320.45 samples/sec Loss 2.4382 LearningRate 0.0479 Epoch: 6 Global Step: 102850 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:54,855-Speed 3283.25 samples/sec Loss 2.4187 LearningRate 0.0479 Epoch: 6 Global Step: 102860 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:06:57,998-Speed 3259.07 samples/sec Loss 2.4133 LearningRate 0.0479 Epoch: 6 Global Step: 102870 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:01,088-Speed 3315.32 samples/sec Loss 2.4785 LearningRate 0.0479 Epoch: 6 Global Step: 102880 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:04,224-Speed 3267.28 samples/sec Loss 2.4356 LearningRate 0.0479 Epoch: 6 Global Step: 102890 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:07,284-Speed 3348.57 samples/sec Loss 2.4654 LearningRate 0.0479 Epoch: 6 Global Step: 102900 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:10,356-Speed 3334.21 samples/sec Loss 2.4607 LearningRate 0.0478 Epoch: 6 Global Step: 102910 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:13,475-Speed 3283.50 samples/sec Loss 2.4198 LearningRate 0.0478 Epoch: 6 Global Step: 102920 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:16,615-Speed 3262.40 samples/sec Loss 2.3430 LearningRate 0.0478 Epoch: 6 Global Step: 102930 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:19,702-Speed 3318.84 samples/sec Loss 2.4548 LearningRate 0.0478 Epoch: 6 Global Step: 102940 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:22,791-Speed 3315.34 samples/sec Loss 2.4266 LearningRate 0.0478 Epoch: 6 Global Step: 102950 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:25,872-Speed 3325.73 samples/sec Loss 2.4526 LearningRate 0.0478 Epoch: 6 Global Step: 102960 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:28,934-Speed 3344.62 samples/sec Loss 2.4625 LearningRate 0.0478 Epoch: 6 Global Step: 102970 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:32,006-Speed 3334.44 samples/sec Loss 2.4431 LearningRate 0.0478 Epoch: 6 Global Step: 102980 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:35,172-Speed 3235.91 samples/sec Loss 2.4007 LearningRate 0.0478 Epoch: 6 Global Step: 102990 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:38,370-Speed 3203.38 samples/sec Loss 2.3825 LearningRate 0.0478 Epoch: 6 Global Step: 103000 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:41,485-Speed 3288.06 samples/sec Loss 2.4854 LearningRate 0.0478 Epoch: 6 Global Step: 103010 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:44,603-Speed 3286.50 samples/sec Loss 2.4591 LearningRate 0.0478 Epoch: 6 Global Step: 103020 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:07:47,704-Speed 3303.23 samples/sec Loss 2.4811 LearningRate 0.0478 Epoch: 6 Global Step: 103030 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:50,783-Speed 3326.05 samples/sec Loss 2.4443 LearningRate 0.0478 Epoch: 6 Global Step: 103040 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:53,907-Speed 3278.92 samples/sec Loss 2.4945 LearningRate 0.0478 Epoch: 6 Global Step: 103050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:07:57,007-Speed 3305.92 samples/sec Loss 2.4542 LearningRate 0.0478 Epoch: 6 Global Step: 103060 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:08:00,072-Speed 3341.89 samples/sec Loss 2.4417 LearningRate 0.0478 Epoch: 6 Global Step: 103070 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:08:03,163-Speed 3313.71 samples/sec Loss 2.4626 LearningRate 0.0478 Epoch: 6 Global Step: 103080 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:08:06,275-Speed 3291.84 samples/sec Loss 2.4295 LearningRate 0.0478 Epoch: 6 Global Step: 103090 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:08:09,458-Speed 3218.17 samples/sec Loss 2.4261 LearningRate 0.0478 Epoch: 6 Global Step: 103100 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:08:12,598-Speed 3262.25 samples/sec Loss 2.4342 LearningRate 0.0478 Epoch: 6 Global Step: 103110 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:08:15,655-Speed 3351.20 samples/sec Loss 2.5266 LearningRate 0.0478 Epoch: 6 Global Step: 103120 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:18,748-Speed 3312.38 samples/sec Loss 2.4575 LearningRate 0.0478 Epoch: 6 Global Step: 103130 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:21,828-Speed 3325.64 samples/sec Loss 2.4602 LearningRate 0.0478 Epoch: 6 Global Step: 103140 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:24,973-Speed 3257.48 samples/sec Loss 2.4317 LearningRate 0.0477 Epoch: 6 Global Step: 103150 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:28,054-Speed 3324.52 samples/sec Loss 2.3680 LearningRate 0.0477 Epoch: 6 Global Step: 103160 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:31,155-Speed 3303.26 samples/sec Loss 2.5086 LearningRate 0.0477 Epoch: 6 Global Step: 103170 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:34,285-Speed 3273.63 samples/sec Loss 2.5172 LearningRate 0.0477 Epoch: 6 Global Step: 103180 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:37,420-Speed 3266.89 samples/sec Loss 2.4533 LearningRate 0.0477 Epoch: 6 Global Step: 103190 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:40,509-Speed 3317.62 samples/sec Loss 2.5011 LearningRate 0.0477 Epoch: 6 Global Step: 103200 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:43,594-Speed 3320.78 samples/sec Loss 2.4432 LearningRate 0.0477 Epoch: 6 Global Step: 103210 Fp16 Grad Scale: 32768 Required: 24 hours Training: 2022-04-11 10:08:46,656-Speed 3345.94 samples/sec Loss 2.4843 LearningRate 0.0477 Epoch: 6 Global Step: 103220 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:08:49,808-Speed 3249.89 samples/sec Loss 2.4905 LearningRate 0.0477 Epoch: 6 Global Step: 103230 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:08:52,872-Speed 3342.77 samples/sec Loss 2.4528 LearningRate 0.0477 Epoch: 6 Global Step: 103240 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:08:56,048-Speed 3225.98 samples/sec Loss 2.4564 LearningRate 0.0477 Epoch: 6 Global Step: 103250 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:08:59,113-Speed 3342.49 samples/sec Loss 2.4225 LearningRate 0.0477 Epoch: 6 Global Step: 103260 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:09:02,219-Speed 3298.44 samples/sec Loss 2.5103 LearningRate 0.0477 Epoch: 6 Global Step: 103270 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:09:05,319-Speed 3303.82 samples/sec Loss 2.4563 LearningRate 0.0477 Epoch: 6 Global Step: 103280 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:09:08,385-Speed 3341.37 samples/sec Loss 2.4836 LearningRate 0.0477 Epoch: 6 Global Step: 103290 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:09:11,544-Speed 3243.07 samples/sec Loss 2.4113 LearningRate 0.0477 Epoch: 6 Global Step: 103300 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:09:14,628-Speed 3322.30 samples/sec Loss 2.4903 LearningRate 0.0477 Epoch: 6 Global Step: 103310 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:09:17,752-Speed 3278.63 samples/sec Loss 2.5024 LearningRate 0.0477 Epoch: 6 Global Step: 103320 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:20,816-Speed 3343.39 samples/sec Loss 2.4432 LearningRate 0.0477 Epoch: 6 Global Step: 103330 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:23,949-Speed 3269.87 samples/sec Loss 2.3945 LearningRate 0.0477 Epoch: 6 Global Step: 103340 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:27,022-Speed 3333.25 samples/sec Loss 2.5089 LearningRate 0.0477 Epoch: 6 Global Step: 103350 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:30,186-Speed 3237.56 samples/sec Loss 2.4897 LearningRate 0.0477 Epoch: 6 Global Step: 103360 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:33,268-Speed 3324.68 samples/sec Loss 2.4204 LearningRate 0.0477 Epoch: 6 Global Step: 103370 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:36,375-Speed 3296.55 samples/sec Loss 2.4627 LearningRate 0.0477 Epoch: 6 Global Step: 103380 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:39,462-Speed 3318.87 samples/sec Loss 2.4559 LearningRate 0.0476 Epoch: 6 Global Step: 103390 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:42,579-Speed 3286.27 samples/sec Loss 2.4562 LearningRate 0.0476 Epoch: 6 Global Step: 103400 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:45,663-Speed 3320.75 samples/sec Loss 2.4739 LearningRate 0.0476 Epoch: 6 Global Step: 103410 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:48,771-Speed 3296.17 samples/sec Loss 2.4666 LearningRate 0.0476 Epoch: 6 Global Step: 103420 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:51,852-Speed 3324.93 samples/sec Loss 2.4048 LearningRate 0.0476 Epoch: 6 Global Step: 103430 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:55,039-Speed 3213.77 samples/sec Loss 2.4823 LearningRate 0.0476 Epoch: 6 Global Step: 103440 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:09:58,126-Speed 3318.18 samples/sec Loss 2.5119 LearningRate 0.0476 Epoch: 6 Global Step: 103450 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:01,284-Speed 3244.42 samples/sec Loss 2.5147 LearningRate 0.0476 Epoch: 6 Global Step: 103460 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:04,403-Speed 3284.70 samples/sec Loss 2.4063 LearningRate 0.0476 Epoch: 6 Global Step: 103470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:07,553-Speed 3251.63 samples/sec Loss 2.4534 LearningRate 0.0476 Epoch: 6 Global Step: 103480 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:10,653-Speed 3304.30 samples/sec Loss 2.3893 LearningRate 0.0476 Epoch: 6 Global Step: 103490 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:13,753-Speed 3303.47 samples/sec Loss 2.4129 LearningRate 0.0476 Epoch: 6 Global Step: 103500 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:16,830-Speed 3329.88 samples/sec Loss 2.4351 LearningRate 0.0476 Epoch: 6 Global Step: 103510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:19,912-Speed 3323.22 samples/sec Loss 2.4688 LearningRate 0.0476 Epoch: 6 Global Step: 103520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:22,982-Speed 3337.03 samples/sec Loss 2.5187 LearningRate 0.0476 Epoch: 6 Global Step: 103530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:26,116-Speed 3268.99 samples/sec Loss 2.4905 LearningRate 0.0476 Epoch: 6 Global Step: 103540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:29,186-Speed 3336.07 samples/sec Loss 2.5020 LearningRate 0.0476 Epoch: 6 Global Step: 103550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:32,330-Speed 3258.29 samples/sec Loss 2.5441 LearningRate 0.0476 Epoch: 6 Global Step: 103560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:10:35,398-Speed 3339.68 samples/sec Loss 2.5339 LearningRate 0.0476 Epoch: 6 Global Step: 103570 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:10:38,531-Speed 3270.00 samples/sec Loss 2.5506 LearningRate 0.0476 Epoch: 6 Global Step: 103580 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:10:41,621-Speed 3314.21 samples/sec Loss 2.4271 LearningRate 0.0476 Epoch: 6 Global Step: 103590 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:10:44,767-Speed 3256.07 samples/sec Loss 2.4306 LearningRate 0.0476 Epoch: 6 Global Step: 103600 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:10:47,859-Speed 3313.04 samples/sec Loss 2.4847 LearningRate 0.0476 Epoch: 6 Global Step: 103610 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:10:50,988-Speed 3274.37 samples/sec Loss 2.4602 LearningRate 0.0476 Epoch: 6 Global Step: 103620 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:10:54,067-Speed 3327.74 samples/sec Loss 2.5176 LearningRate 0.0475 Epoch: 6 Global Step: 103630 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:10:57,150-Speed 3322.14 samples/sec Loss 2.4944 LearningRate 0.0475 Epoch: 6 Global Step: 103640 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:00,243-Speed 3311.70 samples/sec Loss 2.5261 LearningRate 0.0475 Epoch: 6 Global Step: 103650 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:03,335-Speed 3313.59 samples/sec Loss 2.5145 LearningRate 0.0475 Epoch: 6 Global Step: 103660 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:06,460-Speed 3277.45 samples/sec Loss 2.5412 LearningRate 0.0475 Epoch: 6 Global Step: 103670 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:11:09,548-Speed 3318.00 samples/sec Loss 2.4648 LearningRate 0.0475 Epoch: 6 Global Step: 103680 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:11:12,645-Speed 3306.34 samples/sec Loss 2.5079 LearningRate 0.0475 Epoch: 6 Global Step: 103690 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:11:15,746-Speed 3304.49 samples/sec Loss 2.4869 LearningRate 0.0475 Epoch: 6 Global Step: 103700 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:11:18,825-Speed 3326.76 samples/sec Loss 2.4758 LearningRate 0.0475 Epoch: 6 Global Step: 103710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:11:22,052-Speed 3174.66 samples/sec Loss 2.5450 LearningRate 0.0475 Epoch: 6 Global Step: 103720 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:25,191-Speed 3263.31 samples/sec Loss 2.5378 LearningRate 0.0475 Epoch: 6 Global Step: 103730 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:28,289-Speed 3307.43 samples/sec Loss 2.5119 LearningRate 0.0475 Epoch: 6 Global Step: 103740 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:31,390-Speed 3302.59 samples/sec Loss 2.6027 LearningRate 0.0475 Epoch: 6 Global Step: 103750 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:34,512-Speed 3281.27 samples/sec Loss 2.4905 LearningRate 0.0475 Epoch: 6 Global Step: 103760 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:37,666-Speed 3248.21 samples/sec Loss 2.5238 LearningRate 0.0475 Epoch: 6 Global Step: 103770 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:40,803-Speed 3265.56 samples/sec Loss 2.5052 LearningRate 0.0475 Epoch: 6 Global Step: 103780 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:43,901-Speed 3306.15 samples/sec Loss 2.4728 LearningRate 0.0475 Epoch: 6 Global Step: 103790 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:47,085-Speed 3217.47 samples/sec Loss 2.5227 LearningRate 0.0475 Epoch: 6 Global Step: 103800 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:50,174-Speed 3315.60 samples/sec Loss 2.5471 LearningRate 0.0475 Epoch: 6 Global Step: 103810 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:53,273-Speed 3305.03 samples/sec Loss 2.5969 LearningRate 0.0475 Epoch: 6 Global Step: 103820 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:11:56,360-Speed 3318.91 samples/sec Loss 2.4569 LearningRate 0.0475 Epoch: 6 Global Step: 103830 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:11:59,452-Speed 3312.58 samples/sec Loss 2.4999 LearningRate 0.0475 Epoch: 6 Global Step: 103840 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:02,521-Speed 3336.92 samples/sec Loss 2.4524 LearningRate 0.0475 Epoch: 6 Global Step: 103850 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:05,626-Speed 3299.52 samples/sec Loss 2.5109 LearningRate 0.0475 Epoch: 6 Global Step: 103860 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:08,710-Speed 3321.85 samples/sec Loss 2.5305 LearningRate 0.0475 Epoch: 6 Global Step: 103870 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:11,792-Speed 3323.53 samples/sec Loss 2.5293 LearningRate 0.0474 Epoch: 6 Global Step: 103880 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:14,916-Speed 3279.73 samples/sec Loss 2.4793 LearningRate 0.0474 Epoch: 6 Global Step: 103890 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:18,017-Speed 3303.35 samples/sec Loss 2.5402 LearningRate 0.0474 Epoch: 6 Global Step: 103900 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:21,081-Speed 3343.53 samples/sec Loss 2.5047 LearningRate 0.0474 Epoch: 6 Global Step: 103910 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:24,208-Speed 3276.23 samples/sec Loss 2.4398 LearningRate 0.0474 Epoch: 6 Global Step: 103920 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:12:27,326-Speed 3285.66 samples/sec Loss 2.4649 LearningRate 0.0474 Epoch: 6 Global Step: 103930 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:12:30,446-Speed 3283.25 samples/sec Loss 2.5225 LearningRate 0.0474 Epoch: 6 Global Step: 103940 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:12:33,628-Speed 3219.89 samples/sec Loss 2.5556 LearningRate 0.0474 Epoch: 6 Global Step: 103950 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:12:36,694-Speed 3340.72 samples/sec Loss 2.5097 LearningRate 0.0474 Epoch: 6 Global Step: 103960 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:12:39,786-Speed 3313.30 samples/sec Loss 2.5477 LearningRate 0.0474 Epoch: 6 Global Step: 103970 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:12:42,884-Speed 3307.16 samples/sec Loss 2.4868 LearningRate 0.0474 Epoch: 6 Global Step: 103980 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:12:46,018-Speed 3267.72 samples/sec Loss 2.5380 LearningRate 0.0474 Epoch: 6 Global Step: 103990 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:12:49,085-Speed 3340.77 samples/sec Loss 2.5187 LearningRate 0.0474 Epoch: 6 Global Step: 104000 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:13:34,867-[lfw][104000]XNorm: 22.439375 Training: 2022-04-11 10:13:34,868-[lfw][104000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 10:13:34,868-[lfw][104000]Accuracy-Highest: 0.99817 Training: 2022-04-11 10:14:26,566-[cfp_fp][104000]XNorm: 21.416988 Training: 2022-04-11 10:14:26,567-[cfp_fp][104000]Accuracy-Flip: 0.98471+-0.00589 Training: 2022-04-11 10:14:26,568-[cfp_fp][104000]Accuracy-Highest: 0.98614 Training: 2022-04-11 10:15:11,016-[agedb_30][104000]XNorm: 22.726809 Training: 2022-04-11 10:15:11,016-[agedb_30][104000]Accuracy-Flip: 0.98250+-0.00676 Training: 2022-04-11 10:15:11,017-[agedb_30][104000]Accuracy-Highest: 0.98250 Training: 2022-04-11 10:15:14,088-Speed 70.62 samples/sec Loss 2.5143 LearningRate 0.0474 Epoch: 6 Global Step: 104010 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:17,144-Speed 3352.19 samples/sec Loss 2.4817 LearningRate 0.0474 Epoch: 6 Global Step: 104020 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:20,191-Speed 3361.74 samples/sec Loss 2.4933 LearningRate 0.0474 Epoch: 6 Global Step: 104030 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:23,290-Speed 3304.56 samples/sec Loss 2.4765 LearningRate 0.0474 Epoch: 6 Global Step: 104040 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:26,374-Speed 3321.53 samples/sec Loss 2.5214 LearningRate 0.0474 Epoch: 6 Global Step: 104050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:29,439-Speed 3342.12 samples/sec Loss 2.5052 LearningRate 0.0474 Epoch: 6 Global Step: 104060 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:32,517-Speed 3327.84 samples/sec Loss 2.5024 LearningRate 0.0474 Epoch: 6 Global Step: 104070 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:35,581-Speed 3342.44 samples/sec Loss 2.5150 LearningRate 0.0474 Epoch: 6 Global Step: 104080 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:38,652-Speed 3336.03 samples/sec Loss 2.4702 LearningRate 0.0474 Epoch: 6 Global Step: 104090 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:41,713-Speed 3345.42 samples/sec Loss 2.4984 LearningRate 0.0474 Epoch: 6 Global Step: 104100 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:44,775-Speed 3345.77 samples/sec Loss 2.4979 LearningRate 0.0474 Epoch: 6 Global Step: 104110 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:47,834-Speed 3348.28 samples/sec Loss 2.5414 LearningRate 0.0473 Epoch: 6 Global Step: 104120 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:50,910-Speed 3329.66 samples/sec Loss 2.5558 LearningRate 0.0473 Epoch: 6 Global Step: 104130 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:15:53,965-Speed 3352.79 samples/sec Loss 2.5379 LearningRate 0.0473 Epoch: 6 Global Step: 104140 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:15:57,026-Speed 3345.55 samples/sec Loss 2.4892 LearningRate 0.0473 Epoch: 6 Global Step: 104150 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:00,104-Speed 3328.26 samples/sec Loss 2.4580 LearningRate 0.0473 Epoch: 6 Global Step: 104160 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:03,168-Speed 3341.90 samples/sec Loss 2.4321 LearningRate 0.0473 Epoch: 6 Global Step: 104170 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:06,235-Speed 3340.08 samples/sec Loss 2.5355 LearningRate 0.0473 Epoch: 6 Global Step: 104180 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:09,296-Speed 3346.41 samples/sec Loss 2.5506 LearningRate 0.0473 Epoch: 6 Global Step: 104190 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:12,357-Speed 3346.30 samples/sec Loss 2.5254 LearningRate 0.0473 Epoch: 6 Global Step: 104200 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:15,428-Speed 3334.59 samples/sec Loss 2.5615 LearningRate 0.0473 Epoch: 6 Global Step: 104210 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:18,491-Speed 3345.04 samples/sec Loss 2.5118 LearningRate 0.0473 Epoch: 6 Global Step: 104220 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:21,565-Speed 3331.47 samples/sec Loss 2.5954 LearningRate 0.0473 Epoch: 6 Global Step: 104230 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:24,653-Speed 3317.62 samples/sec Loss 2.5366 LearningRate 0.0473 Epoch: 6 Global Step: 104240 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:27,723-Speed 3337.18 samples/sec Loss 2.4642 LearningRate 0.0473 Epoch: 6 Global Step: 104250 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:30,786-Speed 3344.57 samples/sec Loss 2.4996 LearningRate 0.0473 Epoch: 6 Global Step: 104260 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:33,845-Speed 3348.11 samples/sec Loss 2.4948 LearningRate 0.0473 Epoch: 6 Global Step: 104270 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:36,940-Speed 3309.98 samples/sec Loss 2.4658 LearningRate 0.0473 Epoch: 6 Global Step: 104280 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:40,050-Speed 3293.96 samples/sec Loss 2.5026 LearningRate 0.0473 Epoch: 6 Global Step: 104290 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:43,151-Speed 3301.89 samples/sec Loss 2.5107 LearningRate 0.0473 Epoch: 6 Global Step: 104300 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:16:46,264-Speed 3291.03 samples/sec Loss 2.5222 LearningRate 0.0473 Epoch: 6 Global Step: 104310 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:49,408-Speed 3257.62 samples/sec Loss 2.5094 LearningRate 0.0473 Epoch: 6 Global Step: 104320 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:52,495-Speed 3318.63 samples/sec Loss 2.5662 LearningRate 0.0473 Epoch: 6 Global Step: 104330 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:55,555-Speed 3346.66 samples/sec Loss 2.5125 LearningRate 0.0473 Epoch: 6 Global Step: 104340 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:16:58,667-Speed 3291.59 samples/sec Loss 2.5493 LearningRate 0.0473 Epoch: 6 Global Step: 104350 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:01,741-Speed 3332.46 samples/sec Loss 2.5597 LearningRate 0.0472 Epoch: 6 Global Step: 104360 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:04,803-Speed 3344.69 samples/sec Loss 2.5265 LearningRate 0.0472 Epoch: 6 Global Step: 104370 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:07,867-Speed 3342.55 samples/sec Loss 2.5719 LearningRate 0.0472 Epoch: 6 Global Step: 104380 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:10,926-Speed 3348.75 samples/sec Loss 2.5413 LearningRate 0.0472 Epoch: 6 Global Step: 104390 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:13,988-Speed 3345.35 samples/sec Loss 2.5668 LearningRate 0.0472 Epoch: 6 Global Step: 104400 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:17,044-Speed 3350.92 samples/sec Loss 2.5388 LearningRate 0.0472 Epoch: 6 Global Step: 104410 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:20,161-Speed 3286.54 samples/sec Loss 2.5701 LearningRate 0.0472 Epoch: 6 Global Step: 104420 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:23,239-Speed 3327.20 samples/sec Loss 2.4712 LearningRate 0.0472 Epoch: 6 Global Step: 104430 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:26,308-Speed 3337.87 samples/sec Loss 2.6127 LearningRate 0.0472 Epoch: 6 Global Step: 104440 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:29,409-Speed 3303.29 samples/sec Loss 2.5238 LearningRate 0.0472 Epoch: 6 Global Step: 104450 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:32,526-Speed 3286.61 samples/sec Loss 2.4823 LearningRate 0.0472 Epoch: 6 Global Step: 104460 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:35,618-Speed 3312.32 samples/sec Loss 2.5334 LearningRate 0.0472 Epoch: 6 Global Step: 104470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:38,691-Speed 3334.41 samples/sec Loss 2.5847 LearningRate 0.0472 Epoch: 6 Global Step: 104480 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:41,838-Speed 3254.30 samples/sec Loss 2.4615 LearningRate 0.0472 Epoch: 6 Global Step: 104490 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:48,098-Speed 1635.98 samples/sec Loss 2.4190 LearningRate 0.0472 Epoch: 6 Global Step: 104500 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:53,496-Speed 1897.24 samples/sec Loss 2.5526 LearningRate 0.0472 Epoch: 6 Global Step: 104510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:56,563-Speed 3339.70 samples/sec Loss 2.4819 LearningRate 0.0472 Epoch: 6 Global Step: 104520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:17:59,624-Speed 3346.49 samples/sec Loss 2.6066 LearningRate 0.0472 Epoch: 6 Global Step: 104530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:02,735-Speed 3292.49 samples/sec Loss 2.5184 LearningRate 0.0472 Epoch: 6 Global Step: 104540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:05,858-Speed 3280.54 samples/sec Loss 2.4959 LearningRate 0.0472 Epoch: 6 Global Step: 104550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:08,912-Speed 3353.96 samples/sec Loss 2.5214 LearningRate 0.0472 Epoch: 6 Global Step: 104560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:11,968-Speed 3351.65 samples/sec Loss 2.5975 LearningRate 0.0472 Epoch: 6 Global Step: 104570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:15,024-Speed 3351.00 samples/sec Loss 2.5239 LearningRate 0.0472 Epoch: 6 Global Step: 104580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:18,094-Speed 3337.37 samples/sec Loss 2.4750 LearningRate 0.0472 Epoch: 6 Global Step: 104590 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:21,164-Speed 3336.04 samples/sec Loss 2.5711 LearningRate 0.0471 Epoch: 6 Global Step: 104600 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:24,239-Speed 3331.30 samples/sec Loss 2.5845 LearningRate 0.0471 Epoch: 6 Global Step: 104610 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:18:27,293-Speed 3353.52 samples/sec Loss 2.5795 LearningRate 0.0471 Epoch: 6 Global Step: 104620 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:30,353-Speed 3347.40 samples/sec Loss 2.5344 LearningRate 0.0471 Epoch: 6 Global Step: 104630 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:33,423-Speed 3336.34 samples/sec Loss 2.4333 LearningRate 0.0471 Epoch: 6 Global Step: 104640 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:36,484-Speed 3346.46 samples/sec Loss 2.5142 LearningRate 0.0471 Epoch: 6 Global Step: 104650 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:39,611-Speed 3275.16 samples/sec Loss 2.5286 LearningRate 0.0471 Epoch: 6 Global Step: 104660 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:42,767-Speed 3245.84 samples/sec Loss 2.5218 LearningRate 0.0471 Epoch: 6 Global Step: 104670 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:45,912-Speed 3257.03 samples/sec Loss 2.5839 LearningRate 0.0471 Epoch: 6 Global Step: 104680 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:48,974-Speed 3345.04 samples/sec Loss 2.5235 LearningRate 0.0471 Epoch: 6 Global Step: 104690 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:52,048-Speed 3332.61 samples/sec Loss 2.4973 LearningRate 0.0471 Epoch: 6 Global Step: 104700 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:55,129-Speed 3324.49 samples/sec Loss 2.5485 LearningRate 0.0471 Epoch: 6 Global Step: 104710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:18:58,193-Speed 3342.87 samples/sec Loss 2.5455 LearningRate 0.0471 Epoch: 6 Global Step: 104720 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:01,300-Speed 3295.87 samples/sec Loss 2.5457 LearningRate 0.0471 Epoch: 6 Global Step: 104730 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:04,361-Speed 3346.72 samples/sec Loss 2.5536 LearningRate 0.0471 Epoch: 6 Global Step: 104740 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:07,426-Speed 3342.51 samples/sec Loss 2.4519 LearningRate 0.0471 Epoch: 6 Global Step: 104750 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:10,507-Speed 3323.99 samples/sec Loss 2.5568 LearningRate 0.0471 Epoch: 6 Global Step: 104760 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:13,573-Speed 3340.93 samples/sec Loss 2.5362 LearningRate 0.0471 Epoch: 6 Global Step: 104770 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:16,653-Speed 3324.77 samples/sec Loss 2.5242 LearningRate 0.0471 Epoch: 6 Global Step: 104780 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:19,716-Speed 3344.40 samples/sec Loss 2.5959 LearningRate 0.0471 Epoch: 6 Global Step: 104790 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:22,792-Speed 3330.55 samples/sec Loss 2.4835 LearningRate 0.0471 Epoch: 6 Global Step: 104800 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:25,880-Speed 3316.85 samples/sec Loss 2.4900 LearningRate 0.0471 Epoch: 6 Global Step: 104810 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:28,958-Speed 3328.68 samples/sec Loss 2.5082 LearningRate 0.0471 Epoch: 6 Global Step: 104820 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:19:32,042-Speed 3321.16 samples/sec Loss 2.5361 LearningRate 0.0471 Epoch: 6 Global Step: 104830 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:35,139-Speed 3306.90 samples/sec Loss 2.5837 LearningRate 0.0471 Epoch: 6 Global Step: 104840 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:38,230-Speed 3313.51 samples/sec Loss 2.5011 LearningRate 0.0470 Epoch: 6 Global Step: 104850 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:19:41,284-Speed 3354.65 samples/sec Loss 2.4486 LearningRate 0.0470 Epoch: 6 Global Step: 104860 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:19:44,380-Speed 3307.28 samples/sec Loss 2.5241 LearningRate 0.0470 Epoch: 6 Global Step: 104870 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:19:47,457-Speed 3329.30 samples/sec Loss 2.5060 LearningRate 0.0470 Epoch: 6 Global Step: 104880 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:19:50,571-Speed 3289.17 samples/sec Loss 2.4729 LearningRate 0.0470 Epoch: 6 Global Step: 104890 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:19:53,630-Speed 3348.23 samples/sec Loss 2.5590 LearningRate 0.0470 Epoch: 6 Global Step: 104900 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:19:56,708-Speed 3327.77 samples/sec Loss 2.4723 LearningRate 0.0470 Epoch: 6 Global Step: 104910 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:19:59,780-Speed 3333.88 samples/sec Loss 2.5638 LearningRate 0.0470 Epoch: 6 Global Step: 104920 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:20:02,852-Speed 3334.87 samples/sec Loss 2.5911 LearningRate 0.0470 Epoch: 6 Global Step: 104930 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:20:06,004-Speed 3249.77 samples/sec Loss 2.4951 LearningRate 0.0470 Epoch: 6 Global Step: 104940 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:20:09,071-Speed 3339.31 samples/sec Loss 2.5190 LearningRate 0.0470 Epoch: 6 Global Step: 104950 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:20:12,152-Speed 3324.33 samples/sec Loss 2.5229 LearningRate 0.0470 Epoch: 6 Global Step: 104960 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:15,215-Speed 3343.75 samples/sec Loss 2.5563 LearningRate 0.0470 Epoch: 6 Global Step: 104970 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:18,300-Speed 3320.81 samples/sec Loss 2.4512 LearningRate 0.0470 Epoch: 6 Global Step: 104980 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:21,377-Speed 3328.79 samples/sec Loss 2.6069 LearningRate 0.0470 Epoch: 6 Global Step: 104990 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:24,446-Speed 3337.13 samples/sec Loss 2.5238 LearningRate 0.0470 Epoch: 6 Global Step: 105000 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:27,507-Speed 3346.25 samples/sec Loss 2.5598 LearningRate 0.0470 Epoch: 6 Global Step: 105010 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:30,574-Speed 3339.34 samples/sec Loss 2.6020 LearningRate 0.0470 Epoch: 6 Global Step: 105020 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:33,709-Speed 3267.48 samples/sec Loss 2.4948 LearningRate 0.0470 Epoch: 6 Global Step: 105030 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:36,773-Speed 3343.95 samples/sec Loss 2.5477 LearningRate 0.0470 Epoch: 6 Global Step: 105040 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:39,840-Speed 3339.27 samples/sec Loss 2.6195 LearningRate 0.0470 Epoch: 6 Global Step: 105050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:42,896-Speed 3351.37 samples/sec Loss 2.5362 LearningRate 0.0470 Epoch: 6 Global Step: 105060 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:45,955-Speed 3348.77 samples/sec Loss 2.5542 LearningRate 0.0470 Epoch: 6 Global Step: 105070 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:49,041-Speed 3318.89 samples/sec Loss 2.5609 LearningRate 0.0470 Epoch: 6 Global Step: 105080 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:52,122-Speed 3324.61 samples/sec Loss 2.5777 LearningRate 0.0469 Epoch: 6 Global Step: 105090 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:55,203-Speed 3324.79 samples/sec Loss 2.5686 LearningRate 0.0469 Epoch: 6 Global Step: 105100 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:20:58,287-Speed 3320.71 samples/sec Loss 2.6130 LearningRate 0.0469 Epoch: 6 Global Step: 105110 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:01,344-Speed 3350.70 samples/sec Loss 2.5917 LearningRate 0.0469 Epoch: 6 Global Step: 105120 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:04,411-Speed 3339.18 samples/sec Loss 2.4984 LearningRate 0.0469 Epoch: 6 Global Step: 105130 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:07,477-Speed 3341.49 samples/sec Loss 2.5773 LearningRate 0.0469 Epoch: 6 Global Step: 105140 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:10,553-Speed 3329.59 samples/sec Loss 2.5126 LearningRate 0.0469 Epoch: 6 Global Step: 105150 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:13,609-Speed 3352.34 samples/sec Loss 2.5611 LearningRate 0.0469 Epoch: 6 Global Step: 105160 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:16,665-Speed 3350.46 samples/sec Loss 2.5156 LearningRate 0.0469 Epoch: 6 Global Step: 105170 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:19,729-Speed 3343.81 samples/sec Loss 2.5975 LearningRate 0.0469 Epoch: 6 Global Step: 105180 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:22,920-Speed 3209.27 samples/sec Loss 2.5874 LearningRate 0.0469 Epoch: 6 Global Step: 105190 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:25,992-Speed 3334.29 samples/sec Loss 2.6160 LearningRate 0.0469 Epoch: 6 Global Step: 105200 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:29,065-Speed 3334.08 samples/sec Loss 2.5255 LearningRate 0.0469 Epoch: 6 Global Step: 105210 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:32,130-Speed 3341.89 samples/sec Loss 2.5422 LearningRate 0.0469 Epoch: 6 Global Step: 105220 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:35,196-Speed 3340.26 samples/sec Loss 2.5770 LearningRate 0.0469 Epoch: 6 Global Step: 105230 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:38,292-Speed 3308.79 samples/sec Loss 2.5424 LearningRate 0.0469 Epoch: 6 Global Step: 105240 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:41,358-Speed 3340.12 samples/sec Loss 2.5366 LearningRate 0.0469 Epoch: 6 Global Step: 105250 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:44,434-Speed 3329.59 samples/sec Loss 2.4896 LearningRate 0.0469 Epoch: 6 Global Step: 105260 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:47,547-Speed 3289.84 samples/sec Loss 2.5450 LearningRate 0.0469 Epoch: 6 Global Step: 105270 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:50,627-Speed 3326.66 samples/sec Loss 2.5784 LearningRate 0.0469 Epoch: 6 Global Step: 105280 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:21:53,675-Speed 3359.97 samples/sec Loss 2.5781 LearningRate 0.0469 Epoch: 6 Global Step: 105290 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:56,748-Speed 3333.01 samples/sec Loss 2.5806 LearningRate 0.0469 Epoch: 6 Global Step: 105300 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:21:59,811-Speed 3344.73 samples/sec Loss 2.5526 LearningRate 0.0469 Epoch: 6 Global Step: 105310 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:02,882-Speed 3334.86 samples/sec Loss 2.4909 LearningRate 0.0469 Epoch: 6 Global Step: 105320 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:05,943-Speed 3346.12 samples/sec Loss 2.5087 LearningRate 0.0469 Epoch: 6 Global Step: 105330 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:09,063-Speed 3283.03 samples/sec Loss 2.5246 LearningRate 0.0468 Epoch: 6 Global Step: 105340 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:12,170-Speed 3296.05 samples/sec Loss 2.5170 LearningRate 0.0468 Epoch: 6 Global Step: 105350 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:15,237-Speed 3339.98 samples/sec Loss 2.5400 LearningRate 0.0468 Epoch: 6 Global Step: 105360 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:18,301-Speed 3343.17 samples/sec Loss 2.5753 LearningRate 0.0468 Epoch: 6 Global Step: 105370 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:21,371-Speed 3335.45 samples/sec Loss 2.5444 LearningRate 0.0468 Epoch: 6 Global Step: 105380 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:22:24,448-Speed 3329.89 samples/sec Loss 2.5999 LearningRate 0.0468 Epoch: 6 Global Step: 105390 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:27,570-Speed 3280.66 samples/sec Loss 2.5815 LearningRate 0.0468 Epoch: 6 Global Step: 105400 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:30,649-Speed 3325.78 samples/sec Loss 2.5328 LearningRate 0.0468 Epoch: 6 Global Step: 105410 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:33,753-Speed 3300.29 samples/sec Loss 2.5138 LearningRate 0.0468 Epoch: 6 Global Step: 105420 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:36,826-Speed 3333.46 samples/sec Loss 2.5337 LearningRate 0.0468 Epoch: 6 Global Step: 105430 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:39,909-Speed 3322.47 samples/sec Loss 2.5134 LearningRate 0.0468 Epoch: 6 Global Step: 105440 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:42,999-Speed 3314.33 samples/sec Loss 2.5453 LearningRate 0.0468 Epoch: 6 Global Step: 105450 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:46,110-Speed 3292.15 samples/sec Loss 2.5223 LearningRate 0.0468 Epoch: 6 Global Step: 105460 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:49,178-Speed 3338.55 samples/sec Loss 2.6093 LearningRate 0.0468 Epoch: 6 Global Step: 105470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:52,274-Speed 3309.10 samples/sec Loss 2.5205 LearningRate 0.0468 Epoch: 6 Global Step: 105480 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:55,326-Speed 3356.17 samples/sec Loss 2.5810 LearningRate 0.0468 Epoch: 6 Global Step: 105490 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:22:58,398-Speed 3334.09 samples/sec Loss 2.5449 LearningRate 0.0468 Epoch: 6 Global Step: 105500 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:01,486-Speed 3316.61 samples/sec Loss 2.6020 LearningRate 0.0468 Epoch: 6 Global Step: 105510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:04,557-Speed 3335.92 samples/sec Loss 2.5742 LearningRate 0.0468 Epoch: 6 Global Step: 105520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:07,639-Speed 3322.68 samples/sec Loss 2.5201 LearningRate 0.0468 Epoch: 6 Global Step: 105530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:10,707-Speed 3339.16 samples/sec Loss 2.5611 LearningRate 0.0468 Epoch: 6 Global Step: 105540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:13,782-Speed 3331.20 samples/sec Loss 2.5747 LearningRate 0.0468 Epoch: 6 Global Step: 105550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:16,850-Speed 3338.26 samples/sec Loss 2.5666 LearningRate 0.0468 Epoch: 6 Global Step: 105560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:19,915-Speed 3341.25 samples/sec Loss 2.5362 LearningRate 0.0468 Epoch: 6 Global Step: 105570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:22,978-Speed 3344.94 samples/sec Loss 2.5172 LearningRate 0.0467 Epoch: 6 Global Step: 105580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:26,052-Speed 3330.93 samples/sec Loss 2.5443 LearningRate 0.0467 Epoch: 6 Global Step: 105590 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:23:29,120-Speed 3339.05 samples/sec Loss 2.5294 LearningRate 0.0467 Epoch: 6 Global Step: 105600 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:32,193-Speed 3333.11 samples/sec Loss 2.5600 LearningRate 0.0467 Epoch: 6 Global Step: 105610 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:35,260-Speed 3340.16 samples/sec Loss 2.5534 LearningRate 0.0467 Epoch: 6 Global Step: 105620 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:38,344-Speed 3320.72 samples/sec Loss 2.5203 LearningRate 0.0467 Epoch: 6 Global Step: 105630 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:41,414-Speed 3336.18 samples/sec Loss 2.5206 LearningRate 0.0467 Epoch: 6 Global Step: 105640 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:44,476-Speed 3345.44 samples/sec Loss 2.4874 LearningRate 0.0467 Epoch: 6 Global Step: 105650 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:47,553-Speed 3328.53 samples/sec Loss 2.6013 LearningRate 0.0467 Epoch: 6 Global Step: 105660 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:50,624-Speed 3335.50 samples/sec Loss 2.5404 LearningRate 0.0467 Epoch: 6 Global Step: 105670 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:53,694-Speed 3336.83 samples/sec Loss 2.5327 LearningRate 0.0467 Epoch: 6 Global Step: 105680 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:56,767-Speed 3332.00 samples/sec Loss 2.5814 LearningRate 0.0467 Epoch: 6 Global Step: 105690 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:23:59,882-Speed 3289.01 samples/sec Loss 2.5034 LearningRate 0.0467 Epoch: 6 Global Step: 105700 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:24:03,003-Speed 3282.21 samples/sec Loss 2.5152 LearningRate 0.0467 Epoch: 6 Global Step: 105710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:06,102-Speed 3305.08 samples/sec Loss 2.4817 LearningRate 0.0467 Epoch: 6 Global Step: 105720 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:09,177-Speed 3330.54 samples/sec Loss 2.5978 LearningRate 0.0467 Epoch: 6 Global Step: 105730 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:12,245-Speed 3338.18 samples/sec Loss 2.5696 LearningRate 0.0467 Epoch: 6 Global Step: 105740 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:15,359-Speed 3289.49 samples/sec Loss 2.5456 LearningRate 0.0467 Epoch: 6 Global Step: 105750 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:18,452-Speed 3311.49 samples/sec Loss 2.4884 LearningRate 0.0467 Epoch: 6 Global Step: 105760 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:21,516-Speed 3343.27 samples/sec Loss 2.6765 LearningRate 0.0467 Epoch: 6 Global Step: 105770 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:24,579-Speed 3343.94 samples/sec Loss 2.5445 LearningRate 0.0467 Epoch: 6 Global Step: 105780 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:27,661-Speed 3323.54 samples/sec Loss 2.6328 LearningRate 0.0467 Epoch: 6 Global Step: 105790 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:30,728-Speed 3339.12 samples/sec Loss 2.5522 LearningRate 0.0467 Epoch: 6 Global Step: 105800 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:33,782-Speed 3353.86 samples/sec Loss 2.6030 LearningRate 0.0467 Epoch: 6 Global Step: 105810 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:36,847-Speed 3341.96 samples/sec Loss 2.6265 LearningRate 0.0466 Epoch: 6 Global Step: 105820 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:39,988-Speed 3262.21 samples/sec Loss 2.5405 LearningRate 0.0466 Epoch: 6 Global Step: 105830 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:43,065-Speed 3328.35 samples/sec Loss 2.5836 LearningRate 0.0466 Epoch: 6 Global Step: 105840 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:46,156-Speed 3314.73 samples/sec Loss 2.5488 LearningRate 0.0466 Epoch: 6 Global Step: 105850 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:49,242-Speed 3319.65 samples/sec Loss 2.5659 LearningRate 0.0466 Epoch: 6 Global Step: 105860 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:52,375-Speed 3269.27 samples/sec Loss 2.5928 LearningRate 0.0466 Epoch: 6 Global Step: 105870 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:55,508-Speed 3270.14 samples/sec Loss 2.5757 LearningRate 0.0466 Epoch: 6 Global Step: 105880 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:24:58,639-Speed 3271.94 samples/sec Loss 2.5677 LearningRate 0.0466 Epoch: 6 Global Step: 105890 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:01,714-Speed 3330.44 samples/sec Loss 2.7065 LearningRate 0.0466 Epoch: 6 Global Step: 105900 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:04,861-Speed 3255.17 samples/sec Loss 2.6243 LearningRate 0.0466 Epoch: 6 Global Step: 105910 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:07,934-Speed 3332.73 samples/sec Loss 2.5150 LearningRate 0.0466 Epoch: 6 Global Step: 105920 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:11,036-Speed 3301.97 samples/sec Loss 2.5891 LearningRate 0.0466 Epoch: 6 Global Step: 105930 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:14,161-Speed 3278.02 samples/sec Loss 2.5622 LearningRate 0.0466 Epoch: 6 Global Step: 105940 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:17,223-Speed 3344.85 samples/sec Loss 2.5875 LearningRate 0.0466 Epoch: 6 Global Step: 105950 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:20,288-Speed 3342.45 samples/sec Loss 2.7012 LearningRate 0.0466 Epoch: 6 Global Step: 105960 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:23,352-Speed 3343.30 samples/sec Loss 2.6491 LearningRate 0.0466 Epoch: 6 Global Step: 105970 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:26,424-Speed 3333.46 samples/sec Loss 2.5112 LearningRate 0.0466 Epoch: 6 Global Step: 105980 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:25:29,549-Speed 3277.78 samples/sec Loss 2.6146 LearningRate 0.0466 Epoch: 6 Global Step: 105990 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:25:32,686-Speed 3265.24 samples/sec Loss 2.5893 LearningRate 0.0466 Epoch: 6 Global Step: 106000 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:26:17,134-[lfw][106000]XNorm: 20.759801 Training: 2022-04-11 10:26:17,135-[lfw][106000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 10:26:17,136-[lfw][106000]Accuracy-Highest: 0.99817 Training: 2022-04-11 10:27:08,520-[cfp_fp][106000]XNorm: 19.581719 Training: 2022-04-11 10:27:08,521-[cfp_fp][106000]Accuracy-Flip: 0.98414+-0.00577 Training: 2022-04-11 10:27:08,521-[cfp_fp][106000]Accuracy-Highest: 0.98614 Training: 2022-04-11 10:27:53,135-[agedb_30][106000]XNorm: 20.752442 Training: 2022-04-11 10:27:53,136-[agedb_30][106000]Accuracy-Flip: 0.98117+-0.00699 Training: 2022-04-11 10:27:53,137-[agedb_30][106000]Accuracy-Highest: 0.98250 Training: 2022-04-11 10:27:56,210-Speed 71.35 samples/sec Loss 2.5398 LearningRate 0.0466 Epoch: 6 Global Step: 106010 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:27:59,266-Speed 3351.78 samples/sec Loss 2.5536 LearningRate 0.0466 Epoch: 6 Global Step: 106020 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:02,323-Speed 3350.82 samples/sec Loss 2.5693 LearningRate 0.0466 Epoch: 6 Global Step: 106030 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:05,396-Speed 3333.67 samples/sec Loss 2.6037 LearningRate 0.0466 Epoch: 6 Global Step: 106040 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:08,458-Speed 3344.80 samples/sec Loss 2.4858 LearningRate 0.0466 Epoch: 6 Global Step: 106050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:11,505-Speed 3361.38 samples/sec Loss 2.4697 LearningRate 0.0466 Epoch: 6 Global Step: 106060 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:14,566-Speed 3347.47 samples/sec Loss 2.5694 LearningRate 0.0465 Epoch: 6 Global Step: 106070 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:17,633-Speed 3340.20 samples/sec Loss 2.4958 LearningRate 0.0465 Epoch: 6 Global Step: 106080 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:20,697-Speed 3342.72 samples/sec Loss 2.5617 LearningRate 0.0465 Epoch: 6 Global Step: 106090 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:23,760-Speed 3343.50 samples/sec Loss 2.5581 LearningRate 0.0465 Epoch: 6 Global Step: 106100 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:26,823-Speed 3343.80 samples/sec Loss 2.5654 LearningRate 0.0465 Epoch: 6 Global Step: 106110 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:29,900-Speed 3329.12 samples/sec Loss 2.5082 LearningRate 0.0465 Epoch: 6 Global Step: 106120 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:32,982-Speed 3322.77 samples/sec Loss 2.5332 LearningRate 0.0465 Epoch: 6 Global Step: 106130 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:36,045-Speed 3343.91 samples/sec Loss 2.5329 LearningRate 0.0465 Epoch: 6 Global Step: 106140 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:39,113-Speed 3339.43 samples/sec Loss 2.6077 LearningRate 0.0465 Epoch: 6 Global Step: 106150 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:28:42,208-Speed 3308.82 samples/sec Loss 2.6088 LearningRate 0.0465 Epoch: 6 Global Step: 106160 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:45,272-Speed 3342.24 samples/sec Loss 2.5336 LearningRate 0.0465 Epoch: 6 Global Step: 106170 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:48,332-Speed 3347.18 samples/sec Loss 2.6002 LearningRate 0.0465 Epoch: 6 Global Step: 106180 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:51,434-Speed 3302.10 samples/sec Loss 2.5583 LearningRate 0.0465 Epoch: 6 Global Step: 106190 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:54,514-Speed 3325.38 samples/sec Loss 2.6206 LearningRate 0.0465 Epoch: 6 Global Step: 106200 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:28:57,583-Speed 3337.22 samples/sec Loss 2.6118 LearningRate 0.0465 Epoch: 6 Global Step: 106210 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:00,678-Speed 3311.26 samples/sec Loss 2.6461 LearningRate 0.0465 Epoch: 6 Global Step: 106220 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:03,751-Speed 3332.89 samples/sec Loss 2.5957 LearningRate 0.0465 Epoch: 6 Global Step: 106230 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:06,818-Speed 3339.92 samples/sec Loss 2.5608 LearningRate 0.0465 Epoch: 6 Global Step: 106240 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:09,918-Speed 3303.54 samples/sec Loss 2.5770 LearningRate 0.0465 Epoch: 6 Global Step: 106250 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:12,988-Speed 3336.82 samples/sec Loss 2.5439 LearningRate 0.0465 Epoch: 6 Global Step: 106260 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:16,053-Speed 3341.91 samples/sec Loss 2.5766 LearningRate 0.0465 Epoch: 6 Global Step: 106270 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:19,134-Speed 3324.43 samples/sec Loss 2.6408 LearningRate 0.0465 Epoch: 6 Global Step: 106280 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:22,212-Speed 3327.52 samples/sec Loss 2.6459 LearningRate 0.0465 Epoch: 6 Global Step: 106290 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:25,284-Speed 3334.44 samples/sec Loss 2.6143 LearningRate 0.0465 Epoch: 6 Global Step: 106300 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:28,350-Speed 3340.71 samples/sec Loss 2.6014 LearningRate 0.0464 Epoch: 6 Global Step: 106310 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:31,432-Speed 3322.59 samples/sec Loss 2.5262 LearningRate 0.0464 Epoch: 6 Global Step: 106320 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:34,535-Speed 3301.11 samples/sec Loss 2.5534 LearningRate 0.0464 Epoch: 6 Global Step: 106330 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:37,601-Speed 3341.44 samples/sec Loss 2.5591 LearningRate 0.0464 Epoch: 6 Global Step: 106340 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:40,663-Speed 3344.59 samples/sec Loss 2.6391 LearningRate 0.0464 Epoch: 6 Global Step: 106350 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:43,719-Speed 3351.63 samples/sec Loss 2.5753 LearningRate 0.0464 Epoch: 6 Global Step: 106360 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:46,801-Speed 3323.04 samples/sec Loss 2.5507 LearningRate 0.0464 Epoch: 6 Global Step: 106370 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:49,891-Speed 3315.54 samples/sec Loss 2.5996 LearningRate 0.0464 Epoch: 6 Global Step: 106380 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:52,958-Speed 3340.18 samples/sec Loss 2.5872 LearningRate 0.0464 Epoch: 6 Global Step: 106390 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:56,018-Speed 3346.52 samples/sec Loss 2.5077 LearningRate 0.0464 Epoch: 6 Global Step: 106400 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:29:59,096-Speed 3327.74 samples/sec Loss 2.5824 LearningRate 0.0464 Epoch: 6 Global Step: 106410 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:02,153-Speed 3351.06 samples/sec Loss 2.5862 LearningRate 0.0464 Epoch: 6 Global Step: 106420 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:05,225-Speed 3335.62 samples/sec Loss 2.5360 LearningRate 0.0464 Epoch: 6 Global Step: 106430 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:08,281-Speed 3351.43 samples/sec Loss 2.5517 LearningRate 0.0464 Epoch: 6 Global Step: 106440 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:11,352-Speed 3334.72 samples/sec Loss 2.6475 LearningRate 0.0464 Epoch: 6 Global Step: 106450 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:14,401-Speed 3359.48 samples/sec Loss 2.5693 LearningRate 0.0464 Epoch: 6 Global Step: 106460 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:17,466-Speed 3342.33 samples/sec Loss 2.5485 LearningRate 0.0464 Epoch: 6 Global Step: 106470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:20,529-Speed 3343.41 samples/sec Loss 2.5877 LearningRate 0.0464 Epoch: 6 Global Step: 106480 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:23,606-Speed 3329.22 samples/sec Loss 2.6283 LearningRate 0.0464 Epoch: 6 Global Step: 106490 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:26,674-Speed 3338.81 samples/sec Loss 2.6079 LearningRate 0.0464 Epoch: 6 Global Step: 106500 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:29,764-Speed 3314.35 samples/sec Loss 2.5820 LearningRate 0.0464 Epoch: 6 Global Step: 106510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:32,821-Speed 3350.09 samples/sec Loss 2.5117 LearningRate 0.0464 Epoch: 6 Global Step: 106520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:35,884-Speed 3344.25 samples/sec Loss 2.6174 LearningRate 0.0464 Epoch: 6 Global Step: 106530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:39,005-Speed 3282.28 samples/sec Loss 2.6660 LearningRate 0.0464 Epoch: 6 Global Step: 106540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:42,077-Speed 3334.68 samples/sec Loss 2.5741 LearningRate 0.0464 Epoch: 6 Global Step: 106550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:45,131-Speed 3353.32 samples/sec Loss 2.5166 LearningRate 0.0463 Epoch: 6 Global Step: 106560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:48,294-Speed 3237.83 samples/sec Loss 2.5130 LearningRate 0.0463 Epoch: 6 Global Step: 106570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:51,360-Speed 3341.40 samples/sec Loss 2.5334 LearningRate 0.0463 Epoch: 6 Global Step: 106580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:30:54,443-Speed 3321.65 samples/sec Loss 2.5049 LearningRate 0.0463 Epoch: 6 Global Step: 106590 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:30:57,528-Speed 3320.32 samples/sec Loss 2.5343 LearningRate 0.0463 Epoch: 6 Global Step: 106600 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:00,605-Speed 3329.32 samples/sec Loss 2.5749 LearningRate 0.0463 Epoch: 6 Global Step: 106610 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:03,674-Speed 3337.17 samples/sec Loss 2.6021 LearningRate 0.0463 Epoch: 6 Global Step: 106620 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:06,778-Speed 3301.54 samples/sec Loss 2.6065 LearningRate 0.0463 Epoch: 6 Global Step: 106630 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:09,844-Speed 3340.27 samples/sec Loss 2.6365 LearningRate 0.0463 Epoch: 6 Global Step: 106640 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:12,918-Speed 3332.86 samples/sec Loss 2.6276 LearningRate 0.0463 Epoch: 6 Global Step: 106650 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:15,977-Speed 3348.67 samples/sec Loss 2.5451 LearningRate 0.0463 Epoch: 6 Global Step: 106660 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:19,040-Speed 3344.36 samples/sec Loss 2.5973 LearningRate 0.0463 Epoch: 6 Global Step: 106670 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:22,100-Speed 3346.71 samples/sec Loss 2.5416 LearningRate 0.0463 Epoch: 6 Global Step: 106680 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:25,181-Speed 3324.91 samples/sec Loss 2.5654 LearningRate 0.0463 Epoch: 6 Global Step: 106690 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:31:28,240-Speed 3347.96 samples/sec Loss 2.6173 LearningRate 0.0463 Epoch: 6 Global Step: 106700 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:31:31,327-Speed 3318.74 samples/sec Loss 2.5455 LearningRate 0.0463 Epoch: 6 Global Step: 106710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:31:34,395-Speed 3338.85 samples/sec Loss 2.5719 LearningRate 0.0463 Epoch: 6 Global Step: 106720 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:37,486-Speed 3314.16 samples/sec Loss 2.5993 LearningRate 0.0463 Epoch: 6 Global Step: 106730 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:40,552-Speed 3339.74 samples/sec Loss 2.6297 LearningRate 0.0463 Epoch: 6 Global Step: 106740 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:43,641-Speed 3315.83 samples/sec Loss 2.6042 LearningRate 0.0463 Epoch: 6 Global Step: 106750 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:46,750-Speed 3294.95 samples/sec Loss 2.5271 LearningRate 0.0463 Epoch: 6 Global Step: 106760 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:49,816-Speed 3340.81 samples/sec Loss 2.6056 LearningRate 0.0463 Epoch: 6 Global Step: 106770 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:52,878-Speed 3344.74 samples/sec Loss 2.5441 LearningRate 0.0463 Epoch: 6 Global Step: 106780 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:55,944-Speed 3340.47 samples/sec Loss 2.5919 LearningRate 0.0463 Epoch: 6 Global Step: 106790 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:31:59,085-Speed 3261.36 samples/sec Loss 2.5926 LearningRate 0.0462 Epoch: 6 Global Step: 106800 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:02,159-Speed 3331.88 samples/sec Loss 2.6027 LearningRate 0.0462 Epoch: 6 Global Step: 106810 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:05,231-Speed 3334.65 samples/sec Loss 2.4959 LearningRate 0.0462 Epoch: 6 Global Step: 106820 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:08,295-Speed 3342.08 samples/sec Loss 2.5882 LearningRate 0.0462 Epoch: 6 Global Step: 106830 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:11,397-Speed 3302.80 samples/sec Loss 2.5878 LearningRate 0.0462 Epoch: 6 Global Step: 106840 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:14,461-Speed 3341.96 samples/sec Loss 2.5646 LearningRate 0.0462 Epoch: 6 Global Step: 106850 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:17,526-Speed 3341.52 samples/sec Loss 2.5055 LearningRate 0.0462 Epoch: 6 Global Step: 106860 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:20,596-Speed 3336.91 samples/sec Loss 2.5437 LearningRate 0.0462 Epoch: 6 Global Step: 106870 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:23,679-Speed 3322.76 samples/sec Loss 2.5518 LearningRate 0.0462 Epoch: 6 Global Step: 106880 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:26,742-Speed 3343.48 samples/sec Loss 2.5730 LearningRate 0.0462 Epoch: 6 Global Step: 106890 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:29,815-Speed 3333.54 samples/sec Loss 2.5285 LearningRate 0.0462 Epoch: 6 Global Step: 106900 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:32,909-Speed 3311.29 samples/sec Loss 2.5642 LearningRate 0.0462 Epoch: 6 Global Step: 106910 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:32:35,974-Speed 3341.97 samples/sec Loss 2.5816 LearningRate 0.0462 Epoch: 6 Global Step: 106920 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:32:39,053-Speed 3325.91 samples/sec Loss 2.6105 LearningRate 0.0462 Epoch: 6 Global Step: 106930 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:32:42,133-Speed 3325.73 samples/sec Loss 2.5232 LearningRate 0.0462 Epoch: 6 Global Step: 106940 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:32:45,234-Speed 3303.89 samples/sec Loss 2.5595 LearningRate 0.0462 Epoch: 6 Global Step: 106950 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:32:48,333-Speed 3304.51 samples/sec Loss 2.5803 LearningRate 0.0462 Epoch: 6 Global Step: 106960 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:32:51,406-Speed 3333.18 samples/sec Loss 2.5655 LearningRate 0.0462 Epoch: 6 Global Step: 106970 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:32:54,474-Speed 3339.26 samples/sec Loss 2.5946 LearningRate 0.0462 Epoch: 6 Global Step: 106980 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:32:57,539-Speed 3341.93 samples/sec Loss 2.5630 LearningRate 0.0462 Epoch: 6 Global Step: 106990 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:00,604-Speed 3341.42 samples/sec Loss 2.5943 LearningRate 0.0462 Epoch: 6 Global Step: 107000 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:03,670-Speed 3340.80 samples/sec Loss 2.6110 LearningRate 0.0462 Epoch: 6 Global Step: 107010 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:06,751-Speed 3324.45 samples/sec Loss 2.5763 LearningRate 0.0462 Epoch: 6 Global Step: 107020 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:09,841-Speed 3315.21 samples/sec Loss 2.5644 LearningRate 0.0462 Epoch: 6 Global Step: 107030 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:12,921-Speed 3326.32 samples/sec Loss 2.5560 LearningRate 0.0462 Epoch: 6 Global Step: 107040 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:15,999-Speed 3327.17 samples/sec Loss 2.6654 LearningRate 0.0461 Epoch: 6 Global Step: 107050 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:19,080-Speed 3323.84 samples/sec Loss 2.5377 LearningRate 0.0461 Epoch: 6 Global Step: 107060 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:22,145-Speed 3341.77 samples/sec Loss 2.5642 LearningRate 0.0461 Epoch: 6 Global Step: 107070 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:25,225-Speed 3326.55 samples/sec Loss 2.5992 LearningRate 0.0461 Epoch: 6 Global Step: 107080 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:28,309-Speed 3321.00 samples/sec Loss 2.6139 LearningRate 0.0461 Epoch: 6 Global Step: 107090 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:31,388-Speed 3326.83 samples/sec Loss 2.5987 LearningRate 0.0461 Epoch: 6 Global Step: 107100 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:33:34,486-Speed 3305.38 samples/sec Loss 2.5836 LearningRate 0.0461 Epoch: 6 Global Step: 107110 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:37,553-Speed 3340.28 samples/sec Loss 2.6117 LearningRate 0.0461 Epoch: 6 Global Step: 107120 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:40,628-Speed 3330.89 samples/sec Loss 2.6383 LearningRate 0.0461 Epoch: 6 Global Step: 107130 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:43,687-Speed 3347.76 samples/sec Loss 2.5812 LearningRate 0.0461 Epoch: 6 Global Step: 107140 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:46,748-Speed 3346.37 samples/sec Loss 2.5345 LearningRate 0.0461 Epoch: 6 Global Step: 107150 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:49,818-Speed 3336.89 samples/sec Loss 2.5979 LearningRate 0.0461 Epoch: 6 Global Step: 107160 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:52,886-Speed 3338.46 samples/sec Loss 2.5743 LearningRate 0.0461 Epoch: 6 Global Step: 107170 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:55,977-Speed 3313.71 samples/sec Loss 2.5862 LearningRate 0.0461 Epoch: 6 Global Step: 107180 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:33:59,049-Speed 3334.21 samples/sec Loss 2.5110 LearningRate 0.0461 Epoch: 6 Global Step: 107190 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:02,118-Speed 3337.30 samples/sec Loss 2.6653 LearningRate 0.0461 Epoch: 6 Global Step: 107200 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:05,173-Speed 3352.46 samples/sec Loss 2.5031 LearningRate 0.0461 Epoch: 6 Global Step: 107210 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:08,238-Speed 3342.19 samples/sec Loss 2.5844 LearningRate 0.0461 Epoch: 6 Global Step: 107220 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:11,302-Speed 3343.86 samples/sec Loss 2.6179 LearningRate 0.0461 Epoch: 6 Global Step: 107230 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:14,367-Speed 3340.67 samples/sec Loss 2.6160 LearningRate 0.0461 Epoch: 6 Global Step: 107240 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:17,434-Speed 3340.27 samples/sec Loss 2.6211 LearningRate 0.0461 Epoch: 6 Global Step: 107250 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:20,513-Speed 3326.24 samples/sec Loss 2.6010 LearningRate 0.0461 Epoch: 6 Global Step: 107260 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:23,602-Speed 3316.10 samples/sec Loss 2.5677 LearningRate 0.0461 Epoch: 6 Global Step: 107270 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:26,670-Speed 3338.75 samples/sec Loss 2.6088 LearningRate 0.0461 Epoch: 6 Global Step: 107280 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:29,775-Speed 3298.45 samples/sec Loss 2.5875 LearningRate 0.0460 Epoch: 6 Global Step: 107290 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:32,852-Speed 3329.12 samples/sec Loss 2.6177 LearningRate 0.0460 Epoch: 6 Global Step: 107300 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:35,920-Speed 3338.11 samples/sec Loss 2.5643 LearningRate 0.0460 Epoch: 6 Global Step: 107310 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:38,984-Speed 3343.71 samples/sec Loss 2.5967 LearningRate 0.0460 Epoch: 6 Global Step: 107320 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:42,063-Speed 3327.07 samples/sec Loss 2.5809 LearningRate 0.0460 Epoch: 6 Global Step: 107330 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:45,125-Speed 3344.58 samples/sec Loss 2.6461 LearningRate 0.0460 Epoch: 6 Global Step: 107340 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:48,202-Speed 3328.88 samples/sec Loss 2.5385 LearningRate 0.0460 Epoch: 6 Global Step: 107350 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:51,284-Speed 3323.50 samples/sec Loss 2.6259 LearningRate 0.0460 Epoch: 6 Global Step: 107360 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:54,355-Speed 3335.47 samples/sec Loss 2.6126 LearningRate 0.0460 Epoch: 6 Global Step: 107370 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:34:57,421-Speed 3340.20 samples/sec Loss 2.5581 LearningRate 0.0460 Epoch: 6 Global Step: 107380 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:00,487-Speed 3341.56 samples/sec Loss 2.5559 LearningRate 0.0460 Epoch: 6 Global Step: 107390 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:03,555-Speed 3338.44 samples/sec Loss 2.5993 LearningRate 0.0460 Epoch: 6 Global Step: 107400 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:06,635-Speed 3325.18 samples/sec Loss 2.5732 LearningRate 0.0460 Epoch: 6 Global Step: 107410 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:35:09,690-Speed 3352.81 samples/sec Loss 2.5290 LearningRate 0.0460 Epoch: 6 Global Step: 107420 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:12,753-Speed 3344.20 samples/sec Loss 2.5437 LearningRate 0.0460 Epoch: 6 Global Step: 107430 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:15,819-Speed 3340.19 samples/sec Loss 2.5834 LearningRate 0.0460 Epoch: 6 Global Step: 107440 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:18,933-Speed 3290.45 samples/sec Loss 2.5554 LearningRate 0.0460 Epoch: 6 Global Step: 107450 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:22,013-Speed 3325.14 samples/sec Loss 2.6033 LearningRate 0.0460 Epoch: 6 Global Step: 107460 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:25,096-Speed 3322.44 samples/sec Loss 2.6323 LearningRate 0.0460 Epoch: 6 Global Step: 107470 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:28,176-Speed 3325.69 samples/sec Loss 2.6273 LearningRate 0.0460 Epoch: 6 Global Step: 107480 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:31,243-Speed 3340.44 samples/sec Loss 2.5863 LearningRate 0.0460 Epoch: 6 Global Step: 107490 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:34,310-Speed 3338.98 samples/sec Loss 2.6202 LearningRate 0.0460 Epoch: 6 Global Step: 107500 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:37,411-Speed 3303.74 samples/sec Loss 2.5096 LearningRate 0.0460 Epoch: 6 Global Step: 107510 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:35:40,478-Speed 3339.30 samples/sec Loss 2.5548 LearningRate 0.0460 Epoch: 6 Global Step: 107520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:43,553-Speed 3331.85 samples/sec Loss 2.6145 LearningRate 0.0460 Epoch: 6 Global Step: 107530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:46,652-Speed 3304.73 samples/sec Loss 2.5655 LearningRate 0.0459 Epoch: 6 Global Step: 107540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:49,730-Speed 3327.20 samples/sec Loss 2.6222 LearningRate 0.0459 Epoch: 6 Global Step: 107550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:52,795-Speed 3342.03 samples/sec Loss 2.5488 LearningRate 0.0459 Epoch: 6 Global Step: 107560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:55,959-Speed 3237.06 samples/sec Loss 2.5382 LearningRate 0.0459 Epoch: 6 Global Step: 107570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:35:59,026-Speed 3340.08 samples/sec Loss 2.6303 LearningRate 0.0459 Epoch: 6 Global Step: 107580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:02,089-Speed 3344.44 samples/sec Loss 2.6393 LearningRate 0.0459 Epoch: 6 Global Step: 107590 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:05,153-Speed 3342.88 samples/sec Loss 2.6450 LearningRate 0.0459 Epoch: 6 Global Step: 107600 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:08,214-Speed 3346.16 samples/sec Loss 2.5803 LearningRate 0.0459 Epoch: 6 Global Step: 107610 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:11,288-Speed 3331.35 samples/sec Loss 2.5676 LearningRate 0.0459 Epoch: 6 Global Step: 107620 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:14,353-Speed 3341.91 samples/sec Loss 2.5267 LearningRate 0.0459 Epoch: 6 Global Step: 107630 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:17,436-Speed 3321.79 samples/sec Loss 2.5683 LearningRate 0.0459 Epoch: 6 Global Step: 107640 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:20,517-Speed 3325.42 samples/sec Loss 2.5640 LearningRate 0.0459 Epoch: 6 Global Step: 107650 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:23,632-Speed 3287.99 samples/sec Loss 2.6071 LearningRate 0.0459 Epoch: 6 Global Step: 107660 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:26,698-Speed 3340.27 samples/sec Loss 2.6382 LearningRate 0.0459 Epoch: 6 Global Step: 107670 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:29,770-Speed 3334.70 samples/sec Loss 2.5673 LearningRate 0.0459 Epoch: 6 Global Step: 107680 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:32,854-Speed 3321.01 samples/sec Loss 2.5482 LearningRate 0.0459 Epoch: 6 Global Step: 107690 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:35,917-Speed 3343.47 samples/sec Loss 2.6143 LearningRate 0.0459 Epoch: 6 Global Step: 107700 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:39,016-Speed 3304.78 samples/sec Loss 2.5371 LearningRate 0.0459 Epoch: 6 Global Step: 107710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:42,079-Speed 3344.06 samples/sec Loss 2.5681 LearningRate 0.0459 Epoch: 6 Global Step: 107720 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:36:45,155-Speed 3330.24 samples/sec Loss 2.6237 LearningRate 0.0459 Epoch: 6 Global Step: 107730 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:48,224-Speed 3337.53 samples/sec Loss 2.6235 LearningRate 0.0459 Epoch: 6 Global Step: 107740 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:51,307-Speed 3321.95 samples/sec Loss 2.5003 LearningRate 0.0459 Epoch: 6 Global Step: 107750 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:54,394-Speed 3317.68 samples/sec Loss 2.5125 LearningRate 0.0459 Epoch: 6 Global Step: 107760 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:36:57,470-Speed 3329.83 samples/sec Loss 2.5576 LearningRate 0.0459 Epoch: 6 Global Step: 107770 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:00,547-Speed 3328.65 samples/sec Loss 2.5759 LearningRate 0.0459 Epoch: 6 Global Step: 107780 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:03,621-Speed 3332.91 samples/sec Loss 2.6548 LearningRate 0.0458 Epoch: 6 Global Step: 107790 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:06,693-Speed 3333.31 samples/sec Loss 2.6139 LearningRate 0.0458 Epoch: 6 Global Step: 107800 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:09,807-Speed 3289.50 samples/sec Loss 2.5374 LearningRate 0.0458 Epoch: 6 Global Step: 107810 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:12,874-Speed 3340.50 samples/sec Loss 2.6359 LearningRate 0.0458 Epoch: 6 Global Step: 107820 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:15,927-Speed 3354.90 samples/sec Loss 2.5558 LearningRate 0.0458 Epoch: 6 Global Step: 107830 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:18,978-Speed 3357.15 samples/sec Loss 2.6013 LearningRate 0.0458 Epoch: 6 Global Step: 107840 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:22,043-Speed 3342.06 samples/sec Loss 2.5517 LearningRate 0.0458 Epoch: 6 Global Step: 107850 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:25,121-Speed 3327.44 samples/sec Loss 2.5363 LearningRate 0.0458 Epoch: 6 Global Step: 107860 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:28,208-Speed 3318.06 samples/sec Loss 2.5720 LearningRate 0.0458 Epoch: 6 Global Step: 107870 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:31,287-Speed 3326.01 samples/sec Loss 2.6783 LearningRate 0.0458 Epoch: 6 Global Step: 107880 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:34,390-Speed 3300.54 samples/sec Loss 2.5380 LearningRate 0.0458 Epoch: 6 Global Step: 107890 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:37,454-Speed 3343.68 samples/sec Loss 2.5946 LearningRate 0.0458 Epoch: 6 Global Step: 107900 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:40,544-Speed 3314.29 samples/sec Loss 2.5322 LearningRate 0.0458 Epoch: 6 Global Step: 107910 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:43,644-Speed 3304.26 samples/sec Loss 2.5641 LearningRate 0.0458 Epoch: 6 Global Step: 107920 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:46,719-Speed 3331.21 samples/sec Loss 2.6556 LearningRate 0.0458 Epoch: 6 Global Step: 107930 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:37:49,822-Speed 3300.80 samples/sec Loss 2.6576 LearningRate 0.0458 Epoch: 6 Global Step: 107940 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:52,897-Speed 3331.46 samples/sec Loss 2.5845 LearningRate 0.0458 Epoch: 6 Global Step: 107950 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:55,965-Speed 3337.95 samples/sec Loss 2.5339 LearningRate 0.0458 Epoch: 6 Global Step: 107960 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:37:59,049-Speed 3321.66 samples/sec Loss 2.5814 LearningRate 0.0458 Epoch: 6 Global Step: 107970 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:38:02,123-Speed 3330.83 samples/sec Loss 2.5092 LearningRate 0.0458 Epoch: 6 Global Step: 107980 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:38:05,191-Speed 3338.59 samples/sec Loss 2.5012 LearningRate 0.0458 Epoch: 6 Global Step: 107990 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:38:08,266-Speed 3331.67 samples/sec Loss 2.5473 LearningRate 0.0458 Epoch: 6 Global Step: 108000 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:38:52,178-[lfw][108000]XNorm: 22.657624 Training: 2022-04-11 10:38:52,179-[lfw][108000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 10:38:52,180-[lfw][108000]Accuracy-Highest: 0.99817 Training: 2022-04-11 10:39:43,012-[cfp_fp][108000]XNorm: 21.695675 Training: 2022-04-11 10:39:43,012-[cfp_fp][108000]Accuracy-Flip: 0.98614+-0.00531 Training: 2022-04-11 10:39:43,013-[cfp_fp][108000]Accuracy-Highest: 0.98614 Training: 2022-04-11 10:40:27,076-[agedb_30][108000]XNorm: 22.607145 Training: 2022-04-11 10:40:27,077-[agedb_30][108000]Accuracy-Flip: 0.98217+-0.00803 Training: 2022-04-11 10:40:27,077-[agedb_30][108000]Accuracy-Highest: 0.98250 Training: 2022-04-11 10:40:30,166-Speed 72.16 samples/sec Loss 2.6189 LearningRate 0.0458 Epoch: 6 Global Step: 108010 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:40:33,226-Speed 3347.29 samples/sec Loss 2.5937 LearningRate 0.0458 Epoch: 6 Global Step: 108020 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:40:36,302-Speed 3329.28 samples/sec Loss 2.6096 LearningRate 0.0457 Epoch: 6 Global Step: 108030 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:40:39,354-Speed 3355.77 samples/sec Loss 2.5388 LearningRate 0.0457 Epoch: 6 Global Step: 108040 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:40:42,440-Speed 3319.25 samples/sec Loss 2.5944 LearningRate 0.0457 Epoch: 6 Global Step: 108050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:40:45,547-Speed 3297.30 samples/sec Loss 2.5861 LearningRate 0.0457 Epoch: 6 Global Step: 108060 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:40:48,604-Speed 3350.74 samples/sec Loss 2.6161 LearningRate 0.0457 Epoch: 6 Global Step: 108070 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:40:51,672-Speed 3338.82 samples/sec Loss 2.5994 LearningRate 0.0457 Epoch: 6 Global Step: 108080 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:40:54,762-Speed 3314.31 samples/sec Loss 2.5967 LearningRate 0.0457 Epoch: 6 Global Step: 108090 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:40:57,829-Speed 3339.45 samples/sec Loss 2.5397 LearningRate 0.0457 Epoch: 6 Global Step: 108100 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:00,935-Speed 3297.46 samples/sec Loss 2.5952 LearningRate 0.0457 Epoch: 6 Global Step: 108110 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:04,057-Speed 3282.75 samples/sec Loss 2.5332 LearningRate 0.0457 Epoch: 6 Global Step: 108120 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:07,122-Speed 3341.47 samples/sec Loss 2.6319 LearningRate 0.0457 Epoch: 6 Global Step: 108130 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:10,190-Speed 3338.50 samples/sec Loss 2.5702 LearningRate 0.0457 Epoch: 6 Global Step: 108140 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:13,342-Speed 3249.84 samples/sec Loss 2.6673 LearningRate 0.0457 Epoch: 6 Global Step: 108150 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:16,412-Speed 3336.38 samples/sec Loss 2.5665 LearningRate 0.0457 Epoch: 6 Global Step: 108160 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:19,475-Speed 3344.16 samples/sec Loss 2.6153 LearningRate 0.0457 Epoch: 6 Global Step: 108170 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:41:22,540-Speed 3342.17 samples/sec Loss 2.6401 LearningRate 0.0457 Epoch: 6 Global Step: 108180 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:25,617-Speed 3328.08 samples/sec Loss 2.6458 LearningRate 0.0457 Epoch: 6 Global Step: 108190 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:28,681-Speed 3343.01 samples/sec Loss 2.4759 LearningRate 0.0457 Epoch: 6 Global Step: 108200 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:31,751-Speed 3336.77 samples/sec Loss 2.6202 LearningRate 0.0457 Epoch: 6 Global Step: 108210 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:34,815-Speed 3342.61 samples/sec Loss 2.6250 LearningRate 0.0457 Epoch: 6 Global Step: 108220 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:37,897-Speed 3323.68 samples/sec Loss 2.6021 LearningRate 0.0457 Epoch: 6 Global Step: 108230 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:41,009-Speed 3291.42 samples/sec Loss 2.5492 LearningRate 0.0457 Epoch: 6 Global Step: 108240 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:44,099-Speed 3314.18 samples/sec Loss 2.6235 LearningRate 0.0457 Epoch: 6 Global Step: 108250 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:47,250-Speed 3250.87 samples/sec Loss 2.5718 LearningRate 0.0457 Epoch: 6 Global Step: 108260 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:50,308-Speed 3349.12 samples/sec Loss 2.6149 LearningRate 0.0457 Epoch: 6 Global Step: 108270 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:53,358-Speed 3358.84 samples/sec Loss 2.5232 LearningRate 0.0456 Epoch: 6 Global Step: 108280 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:56,434-Speed 3328.70 samples/sec Loss 2.6050 LearningRate 0.0456 Epoch: 6 Global Step: 108290 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:41:59,507-Speed 3333.84 samples/sec Loss 2.6442 LearningRate 0.0456 Epoch: 6 Global Step: 108300 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:02,629-Speed 3281.18 samples/sec Loss 2.5616 LearningRate 0.0456 Epoch: 6 Global Step: 108310 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:05,707-Speed 3327.70 samples/sec Loss 2.5785 LearningRate 0.0456 Epoch: 6 Global Step: 108320 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:08,837-Speed 3271.87 samples/sec Loss 2.6131 LearningRate 0.0456 Epoch: 6 Global Step: 108330 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:11,920-Speed 3322.32 samples/sec Loss 2.5741 LearningRate 0.0456 Epoch: 6 Global Step: 108340 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:15,094-Speed 3227.42 samples/sec Loss 2.6296 LearningRate 0.0456 Epoch: 6 Global Step: 108350 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:18,163-Speed 3337.15 samples/sec Loss 2.6265 LearningRate 0.0456 Epoch: 6 Global Step: 108360 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:21,281-Speed 3285.73 samples/sec Loss 2.6222 LearningRate 0.0456 Epoch: 6 Global Step: 108370 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:24,366-Speed 3320.52 samples/sec Loss 2.6448 LearningRate 0.0456 Epoch: 6 Global Step: 108380 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:42:27,424-Speed 3349.25 samples/sec Loss 2.5885 LearningRate 0.0456 Epoch: 6 Global Step: 108390 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:30,488-Speed 3342.75 samples/sec Loss 2.5784 LearningRate 0.0456 Epoch: 6 Global Step: 108400 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:33,548-Speed 3347.71 samples/sec Loss 2.5642 LearningRate 0.0456 Epoch: 6 Global Step: 108410 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:36,637-Speed 3315.74 samples/sec Loss 2.6434 LearningRate 0.0456 Epoch: 6 Global Step: 108420 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:39,736-Speed 3304.75 samples/sec Loss 2.5887 LearningRate 0.0456 Epoch: 6 Global Step: 108430 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:42,800-Speed 3343.86 samples/sec Loss 2.5819 LearningRate 0.0456 Epoch: 6 Global Step: 108440 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:45,863-Speed 3343.39 samples/sec Loss 2.6416 LearningRate 0.0456 Epoch: 6 Global Step: 108450 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:48,926-Speed 3344.34 samples/sec Loss 2.5819 LearningRate 0.0456 Epoch: 6 Global Step: 108460 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:51,985-Speed 3348.36 samples/sec Loss 2.6263 LearningRate 0.0456 Epoch: 6 Global Step: 108470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:55,056-Speed 3335.06 samples/sec Loss 2.5044 LearningRate 0.0456 Epoch: 6 Global Step: 108480 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:42:58,110-Speed 3354.30 samples/sec Loss 2.5237 LearningRate 0.0456 Epoch: 6 Global Step: 108490 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:01,181-Speed 3334.66 samples/sec Loss 2.6479 LearningRate 0.0456 Epoch: 6 Global Step: 108500 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:04,245-Speed 3343.77 samples/sec Loss 2.6352 LearningRate 0.0456 Epoch: 6 Global Step: 108510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:07,393-Speed 3253.50 samples/sec Loss 2.5593 LearningRate 0.0456 Epoch: 6 Global Step: 108520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:10,474-Speed 3323.63 samples/sec Loss 2.5905 LearningRate 0.0455 Epoch: 6 Global Step: 108530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:13,538-Speed 3344.32 samples/sec Loss 2.5809 LearningRate 0.0455 Epoch: 6 Global Step: 108540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:16,595-Speed 3350.94 samples/sec Loss 2.6323 LearningRate 0.0455 Epoch: 6 Global Step: 108550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:19,663-Speed 3337.70 samples/sec Loss 2.6011 LearningRate 0.0455 Epoch: 6 Global Step: 108560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:22,734-Speed 3335.64 samples/sec Loss 2.5842 LearningRate 0.0455 Epoch: 6 Global Step: 108570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:25,807-Speed 3333.07 samples/sec Loss 2.5825 LearningRate 0.0455 Epoch: 6 Global Step: 108580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:28,860-Speed 3355.74 samples/sec Loss 2.5696 LearningRate 0.0455 Epoch: 6 Global Step: 108590 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:31,935-Speed 3329.90 samples/sec Loss 2.6105 LearningRate 0.0455 Epoch: 6 Global Step: 108600 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:35,002-Speed 3339.92 samples/sec Loss 2.5234 LearningRate 0.0455 Epoch: 6 Global Step: 108610 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:38,078-Speed 3330.11 samples/sec Loss 2.5457 LearningRate 0.0455 Epoch: 6 Global Step: 108620 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:41,157-Speed 3326.39 samples/sec Loss 2.5686 LearningRate 0.0455 Epoch: 6 Global Step: 108630 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:44,221-Speed 3343.29 samples/sec Loss 2.5723 LearningRate 0.0455 Epoch: 6 Global Step: 108640 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:47,294-Speed 3332.94 samples/sec Loss 2.6065 LearningRate 0.0455 Epoch: 6 Global Step: 108650 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:50,393-Speed 3306.23 samples/sec Loss 2.5930 LearningRate 0.0455 Epoch: 6 Global Step: 108660 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:53,461-Speed 3338.29 samples/sec Loss 2.5312 LearningRate 0.0455 Epoch: 6 Global Step: 108670 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:56,546-Speed 3320.02 samples/sec Loss 2.5169 LearningRate 0.0455 Epoch: 6 Global Step: 108680 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:43:59,682-Speed 3266.85 samples/sec Loss 2.5862 LearningRate 0.0455 Epoch: 6 Global Step: 108690 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:44:02,747-Speed 3341.67 samples/sec Loss 2.5130 LearningRate 0.0455 Epoch: 6 Global Step: 108700 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:44:05,823-Speed 3330.96 samples/sec Loss 2.5462 LearningRate 0.0455 Epoch: 6 Global Step: 108710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:44:08,943-Speed 3282.77 samples/sec Loss 2.6416 LearningRate 0.0455 Epoch: 6 Global Step: 108720 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:12,028-Speed 3319.77 samples/sec Loss 2.6239 LearningRate 0.0455 Epoch: 6 Global Step: 108730 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:15,090-Speed 3345.75 samples/sec Loss 2.5305 LearningRate 0.0455 Epoch: 6 Global Step: 108740 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:18,164-Speed 3331.85 samples/sec Loss 2.6146 LearningRate 0.0455 Epoch: 6 Global Step: 108750 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:21,285-Speed 3281.75 samples/sec Loss 2.5653 LearningRate 0.0455 Epoch: 6 Global Step: 108760 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:24,345-Speed 3346.91 samples/sec Loss 2.5767 LearningRate 0.0454 Epoch: 6 Global Step: 108770 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:27,421-Speed 3330.62 samples/sec Loss 2.6533 LearningRate 0.0454 Epoch: 6 Global Step: 108780 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:30,486-Speed 3340.59 samples/sec Loss 2.5898 LearningRate 0.0454 Epoch: 6 Global Step: 108790 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:33,573-Speed 3318.62 samples/sec Loss 2.5987 LearningRate 0.0454 Epoch: 6 Global Step: 108800 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:36,727-Speed 3247.77 samples/sec Loss 2.6386 LearningRate 0.0454 Epoch: 6 Global Step: 108810 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:44:39,801-Speed 3332.49 samples/sec Loss 2.5535 LearningRate 0.0454 Epoch: 6 Global Step: 108820 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:44:42,885-Speed 3321.29 samples/sec Loss 2.5478 LearningRate 0.0454 Epoch: 6 Global Step: 108830 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:44:45,957-Speed 3335.21 samples/sec Loss 2.5888 LearningRate 0.0454 Epoch: 6 Global Step: 108840 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:44:49,022-Speed 3340.99 samples/sec Loss 2.5357 LearningRate 0.0454 Epoch: 6 Global Step: 108850 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:44:52,098-Speed 3330.06 samples/sec Loss 2.5837 LearningRate 0.0454 Epoch: 6 Global Step: 108860 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:44:55,206-Speed 3295.89 samples/sec Loss 2.6105 LearningRate 0.0454 Epoch: 6 Global Step: 108870 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:44:58,286-Speed 3326.69 samples/sec Loss 2.5751 LearningRate 0.0454 Epoch: 6 Global Step: 108880 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:01,367-Speed 3324.33 samples/sec Loss 2.5760 LearningRate 0.0454 Epoch: 6 Global Step: 108890 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:04,427-Speed 3347.02 samples/sec Loss 2.5316 LearningRate 0.0454 Epoch: 6 Global Step: 108900 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:07,578-Speed 3250.14 samples/sec Loss 2.5808 LearningRate 0.0454 Epoch: 6 Global Step: 108910 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:10,700-Speed 3282.98 samples/sec Loss 2.6493 LearningRate 0.0454 Epoch: 6 Global Step: 108920 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:45:13,762-Speed 3344.27 samples/sec Loss 2.5820 LearningRate 0.0454 Epoch: 6 Global Step: 108930 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:16,884-Speed 3281.86 samples/sec Loss 2.6323 LearningRate 0.0454 Epoch: 6 Global Step: 108940 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:19,958-Speed 3331.85 samples/sec Loss 2.5589 LearningRate 0.0454 Epoch: 6 Global Step: 108950 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:23,021-Speed 3344.11 samples/sec Loss 2.6116 LearningRate 0.0454 Epoch: 6 Global Step: 108960 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:26,135-Speed 3288.73 samples/sec Loss 2.5664 LearningRate 0.0454 Epoch: 6 Global Step: 108970 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:29,199-Speed 3342.24 samples/sec Loss 2.5381 LearningRate 0.0454 Epoch: 6 Global Step: 108980 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:32,271-Speed 3334.94 samples/sec Loss 2.5903 LearningRate 0.0454 Epoch: 6 Global Step: 108990 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:35,342-Speed 3334.60 samples/sec Loss 2.5965 LearningRate 0.0454 Epoch: 6 Global Step: 109000 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:38,444-Speed 3302.20 samples/sec Loss 2.5848 LearningRate 0.0454 Epoch: 6 Global Step: 109010 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:41,582-Speed 3263.68 samples/sec Loss 2.5763 LearningRate 0.0453 Epoch: 6 Global Step: 109020 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:45:44,685-Speed 3301.29 samples/sec Loss 2.5921 LearningRate 0.0453 Epoch: 6 Global Step: 109030 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:47,758-Speed 3333.15 samples/sec Loss 2.6599 LearningRate 0.0453 Epoch: 6 Global Step: 109040 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:50,843-Speed 3319.85 samples/sec Loss 2.6381 LearningRate 0.0453 Epoch: 6 Global Step: 109050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:53,921-Speed 3328.14 samples/sec Loss 2.5958 LearningRate 0.0453 Epoch: 6 Global Step: 109060 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:45:56,997-Speed 3329.83 samples/sec Loss 2.5776 LearningRate 0.0453 Epoch: 6 Global Step: 109070 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:00,077-Speed 3325.54 samples/sec Loss 2.6438 LearningRate 0.0453 Epoch: 6 Global Step: 109080 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:03,152-Speed 3330.62 samples/sec Loss 2.5538 LearningRate 0.0453 Epoch: 6 Global Step: 109090 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:06,229-Speed 3329.23 samples/sec Loss 2.5422 LearningRate 0.0453 Epoch: 6 Global Step: 109100 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:09,303-Speed 3331.59 samples/sec Loss 2.5880 LearningRate 0.0453 Epoch: 6 Global Step: 109110 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:12,383-Speed 3325.38 samples/sec Loss 2.6207 LearningRate 0.0453 Epoch: 6 Global Step: 109120 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:15,461-Speed 3328.67 samples/sec Loss 2.5892 LearningRate 0.0453 Epoch: 6 Global Step: 109130 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:46:18,512-Speed 3356.10 samples/sec Loss 2.4855 LearningRate 0.0453 Epoch: 6 Global Step: 109140 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:21,606-Speed 3311.14 samples/sec Loss 2.5293 LearningRate 0.0453 Epoch: 6 Global Step: 109150 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:24,682-Speed 3329.45 samples/sec Loss 2.5844 LearningRate 0.0453 Epoch: 6 Global Step: 109160 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:27,769-Speed 3317.39 samples/sec Loss 2.5475 LearningRate 0.0453 Epoch: 6 Global Step: 109170 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:30,831-Speed 3346.11 samples/sec Loss 2.6314 LearningRate 0.0453 Epoch: 6 Global Step: 109180 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:33,890-Speed 3348.27 samples/sec Loss 2.6013 LearningRate 0.0453 Epoch: 6 Global Step: 109190 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:36,969-Speed 3326.82 samples/sec Loss 2.5894 LearningRate 0.0453 Epoch: 6 Global Step: 109200 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:40,032-Speed 3343.11 samples/sec Loss 2.5398 LearningRate 0.0453 Epoch: 6 Global Step: 109210 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:43,101-Speed 3337.99 samples/sec Loss 2.5679 LearningRate 0.0453 Epoch: 6 Global Step: 109220 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:46,163-Speed 3345.38 samples/sec Loss 2.6106 LearningRate 0.0453 Epoch: 6 Global Step: 109230 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:49,216-Speed 3354.79 samples/sec Loss 2.6444 LearningRate 0.0453 Epoch: 6 Global Step: 109240 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:52,278-Speed 3346.84 samples/sec Loss 2.6340 LearningRate 0.0453 Epoch: 6 Global Step: 109250 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:55,352-Speed 3331.57 samples/sec Loss 2.6612 LearningRate 0.0453 Epoch: 6 Global Step: 109260 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:46:58,414-Speed 3345.78 samples/sec Loss 2.6606 LearningRate 0.0452 Epoch: 6 Global Step: 109270 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:01,481-Speed 3339.23 samples/sec Loss 2.5703 LearningRate 0.0452 Epoch: 6 Global Step: 109280 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:04,542-Speed 3347.11 samples/sec Loss 2.6480 LearningRate 0.0452 Epoch: 6 Global Step: 109290 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:07,679-Speed 3265.22 samples/sec Loss 2.5939 LearningRate 0.0452 Epoch: 6 Global Step: 109300 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:10,755-Speed 3329.55 samples/sec Loss 2.5691 LearningRate 0.0452 Epoch: 6 Global Step: 109310 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:13,840-Speed 3320.63 samples/sec Loss 2.6022 LearningRate 0.0452 Epoch: 6 Global Step: 109320 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:16,945-Speed 3299.23 samples/sec Loss 2.6176 LearningRate 0.0452 Epoch: 6 Global Step: 109330 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:19,990-Speed 3363.56 samples/sec Loss 2.5702 LearningRate 0.0452 Epoch: 6 Global Step: 109340 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:23,091-Speed 3302.70 samples/sec Loss 2.6737 LearningRate 0.0452 Epoch: 6 Global Step: 109350 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:47:26,157-Speed 3340.96 samples/sec Loss 2.6017 LearningRate 0.0452 Epoch: 6 Global Step: 109360 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:29,226-Speed 3337.55 samples/sec Loss 2.6472 LearningRate 0.0452 Epoch: 6 Global Step: 109370 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:32,309-Speed 3321.58 samples/sec Loss 2.5723 LearningRate 0.0452 Epoch: 6 Global Step: 109380 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:35,370-Speed 3346.87 samples/sec Loss 2.6671 LearningRate 0.0452 Epoch: 6 Global Step: 109390 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:38,441-Speed 3335.34 samples/sec Loss 2.5665 LearningRate 0.0452 Epoch: 6 Global Step: 109400 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:41,561-Speed 3282.73 samples/sec Loss 2.5428 LearningRate 0.0452 Epoch: 6 Global Step: 109410 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:44,656-Speed 3309.37 samples/sec Loss 2.5348 LearningRate 0.0452 Epoch: 6 Global Step: 109420 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:47,716-Speed 3346.83 samples/sec Loss 2.5875 LearningRate 0.0452 Epoch: 6 Global Step: 109430 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:50,800-Speed 3321.29 samples/sec Loss 2.5396 LearningRate 0.0452 Epoch: 6 Global Step: 109440 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:53,907-Speed 3296.68 samples/sec Loss 2.6028 LearningRate 0.0452 Epoch: 6 Global Step: 109450 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:47:56,972-Speed 3342.30 samples/sec Loss 2.5860 LearningRate 0.0452 Epoch: 6 Global Step: 109460 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:00,070-Speed 3305.99 samples/sec Loss 2.5527 LearningRate 0.0452 Epoch: 6 Global Step: 109470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:03,153-Speed 3322.31 samples/sec Loss 2.6409 LearningRate 0.0452 Epoch: 6 Global Step: 109480 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:06,247-Speed 3310.25 samples/sec Loss 2.5900 LearningRate 0.0452 Epoch: 6 Global Step: 109490 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:09,341-Speed 3310.86 samples/sec Loss 2.5405 LearningRate 0.0452 Epoch: 6 Global Step: 109500 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:12,424-Speed 3321.79 samples/sec Loss 2.6201 LearningRate 0.0452 Epoch: 6 Global Step: 109510 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:15,496-Speed 3335.44 samples/sec Loss 2.5771 LearningRate 0.0451 Epoch: 6 Global Step: 109520 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:18,573-Speed 3328.30 samples/sec Loss 2.6087 LearningRate 0.0451 Epoch: 6 Global Step: 109530 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:21,656-Speed 3322.17 samples/sec Loss 2.6243 LearningRate 0.0451 Epoch: 6 Global Step: 109540 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:24,816-Speed 3240.88 samples/sec Loss 2.6137 LearningRate 0.0451 Epoch: 6 Global Step: 109550 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:27,949-Speed 3269.56 samples/sec Loss 2.6197 LearningRate 0.0451 Epoch: 6 Global Step: 109560 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:31,023-Speed 3332.59 samples/sec Loss 2.5212 LearningRate 0.0451 Epoch: 6 Global Step: 109570 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:34,150-Speed 3275.53 samples/sec Loss 2.4898 LearningRate 0.0451 Epoch: 6 Global Step: 109580 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:37,260-Speed 3292.91 samples/sec Loss 2.6055 LearningRate 0.0451 Epoch: 6 Global Step: 109590 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:40,329-Speed 3337.33 samples/sec Loss 2.6371 LearningRate 0.0451 Epoch: 6 Global Step: 109600 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:43,411-Speed 3323.92 samples/sec Loss 2.6039 LearningRate 0.0451 Epoch: 6 Global Step: 109610 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:46,492-Speed 3324.63 samples/sec Loss 2.5707 LearningRate 0.0451 Epoch: 6 Global Step: 109620 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:49,618-Speed 3275.86 samples/sec Loss 2.5464 LearningRate 0.0451 Epoch: 6 Global Step: 109630 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:52,695-Speed 3328.91 samples/sec Loss 2.6157 LearningRate 0.0451 Epoch: 6 Global Step: 109640 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:55,860-Speed 3236.81 samples/sec Loss 2.5998 LearningRate 0.0451 Epoch: 6 Global Step: 109650 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:48:58,975-Speed 3287.77 samples/sec Loss 2.6908 LearningRate 0.0451 Epoch: 6 Global Step: 109660 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:02,040-Speed 3341.52 samples/sec Loss 2.5798 LearningRate 0.0451 Epoch: 6 Global Step: 109670 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:05,134-Speed 3310.41 samples/sec Loss 2.5250 LearningRate 0.0451 Epoch: 6 Global Step: 109680 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:08,198-Speed 3343.21 samples/sec Loss 2.6062 LearningRate 0.0451 Epoch: 6 Global Step: 109690 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:11,262-Speed 3343.68 samples/sec Loss 2.5119 LearningRate 0.0451 Epoch: 6 Global Step: 109700 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:14,340-Speed 3326.77 samples/sec Loss 2.5645 LearningRate 0.0451 Epoch: 6 Global Step: 109710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:17,408-Speed 3339.74 samples/sec Loss 2.6414 LearningRate 0.0451 Epoch: 6 Global Step: 109720 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:20,476-Speed 3338.73 samples/sec Loss 2.5607 LearningRate 0.0451 Epoch: 6 Global Step: 109730 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:23,541-Speed 3341.47 samples/sec Loss 2.6099 LearningRate 0.0451 Epoch: 6 Global Step: 109740 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:26,622-Speed 3324.10 samples/sec Loss 2.5762 LearningRate 0.0451 Epoch: 6 Global Step: 109750 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:29,728-Speed 3298.28 samples/sec Loss 2.5854 LearningRate 0.0451 Epoch: 6 Global Step: 109760 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:32,800-Speed 3334.05 samples/sec Loss 2.5560 LearningRate 0.0450 Epoch: 6 Global Step: 109770 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:35,864-Speed 3342.23 samples/sec Loss 2.5607 LearningRate 0.0450 Epoch: 6 Global Step: 109780 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:38,940-Speed 3329.57 samples/sec Loss 2.6125 LearningRate 0.0450 Epoch: 6 Global Step: 109790 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:42,006-Speed 3340.79 samples/sec Loss 2.6105 LearningRate 0.0450 Epoch: 6 Global Step: 109800 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:45,075-Speed 3338.24 samples/sec Loss 2.6012 LearningRate 0.0450 Epoch: 6 Global Step: 109810 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:48,161-Speed 3319.10 samples/sec Loss 2.5307 LearningRate 0.0450 Epoch: 6 Global Step: 109820 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:51,240-Speed 3326.81 samples/sec Loss 2.5242 LearningRate 0.0450 Epoch: 6 Global Step: 109830 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:49:54,311-Speed 3335.02 samples/sec Loss 2.5467 LearningRate 0.0450 Epoch: 6 Global Step: 109840 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:49:57,381-Speed 3336.17 samples/sec Loss 2.5857 LearningRate 0.0450 Epoch: 6 Global Step: 109850 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:00,460-Speed 3326.35 samples/sec Loss 2.5460 LearningRate 0.0450 Epoch: 6 Global Step: 109860 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:03,527-Speed 3339.77 samples/sec Loss 2.5870 LearningRate 0.0450 Epoch: 6 Global Step: 109870 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:06,594-Speed 3339.40 samples/sec Loss 2.6017 LearningRate 0.0450 Epoch: 6 Global Step: 109880 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:09,704-Speed 3294.19 samples/sec Loss 2.4913 LearningRate 0.0450 Epoch: 6 Global Step: 109890 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:12,766-Speed 3345.16 samples/sec Loss 2.5391 LearningRate 0.0450 Epoch: 6 Global Step: 109900 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:15,846-Speed 3325.52 samples/sec Loss 2.6053 LearningRate 0.0450 Epoch: 6 Global Step: 109910 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:18,913-Speed 3339.64 samples/sec Loss 2.5483 LearningRate 0.0450 Epoch: 6 Global Step: 109920 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:21,988-Speed 3330.42 samples/sec Loss 2.5367 LearningRate 0.0450 Epoch: 6 Global Step: 109930 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:25,055-Speed 3339.48 samples/sec Loss 2.5564 LearningRate 0.0450 Epoch: 6 Global Step: 109940 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:28,120-Speed 3342.30 samples/sec Loss 2.5833 LearningRate 0.0450 Epoch: 6 Global Step: 109950 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:31,194-Speed 3332.52 samples/sec Loss 2.5956 LearningRate 0.0450 Epoch: 6 Global Step: 109960 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:34,257-Speed 3343.37 samples/sec Loss 2.5513 LearningRate 0.0450 Epoch: 6 Global Step: 109970 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:37,336-Speed 3327.06 samples/sec Loss 2.6235 LearningRate 0.0450 Epoch: 6 Global Step: 109980 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:40,424-Speed 3317.15 samples/sec Loss 2.6605 LearningRate 0.0450 Epoch: 6 Global Step: 109990 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:50:43,506-Speed 3322.80 samples/sec Loss 2.6382 LearningRate 0.0450 Epoch: 6 Global Step: 110000 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:51:28,214-[lfw][110000]XNorm: 21.490594 Training: 2022-04-11 10:51:28,214-[lfw][110000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 10:51:28,215-[lfw][110000]Accuracy-Highest: 0.99817 Training: 2022-04-11 10:52:19,693-[cfp_fp][110000]XNorm: 20.363431 Training: 2022-04-11 10:52:19,694-[cfp_fp][110000]Accuracy-Flip: 0.98443+-0.00624 Training: 2022-04-11 10:52:19,694-[cfp_fp][110000]Accuracy-Highest: 0.98614 Training: 2022-04-11 10:53:03,922-[agedb_30][110000]XNorm: 21.997844 Training: 2022-04-11 10:53:03,922-[agedb_30][110000]Accuracy-Flip: 0.98183+-0.00709 Training: 2022-04-11 10:53:03,923-[agedb_30][110000]Accuracy-Highest: 0.98250 Training: 2022-04-11 10:53:06,989-Speed 71.37 samples/sec Loss 2.5894 LearningRate 0.0450 Epoch: 6 Global Step: 110010 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:53:10,110-Speed 3282.46 samples/sec Loss 2.5905 LearningRate 0.0449 Epoch: 6 Global Step: 110020 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:53:13,163-Speed 3354.47 samples/sec Loss 2.6254 LearningRate 0.0449 Epoch: 6 Global Step: 110030 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:53:16,242-Speed 3326.76 samples/sec Loss 2.6100 LearningRate 0.0449 Epoch: 6 Global Step: 110040 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:53:19,363-Speed 3281.85 samples/sec Loss 2.5666 LearningRate 0.0449 Epoch: 6 Global Step: 110050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:53:22,435-Speed 3333.87 samples/sec Loss 2.6044 LearningRate 0.0449 Epoch: 6 Global Step: 110060 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:53:25,570-Speed 3267.14 samples/sec Loss 2.5658 LearningRate 0.0449 Epoch: 6 Global Step: 110070 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:53:28,680-Speed 3294.28 samples/sec Loss 2.5750 LearningRate 0.0449 Epoch: 6 Global Step: 110080 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:53:31,733-Speed 3355.01 samples/sec Loss 2.6272 LearningRate 0.0449 Epoch: 6 Global Step: 110090 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:34,790-Speed 3350.38 samples/sec Loss 2.6222 LearningRate 0.0449 Epoch: 6 Global Step: 110100 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:37,898-Speed 3295.54 samples/sec Loss 2.5956 LearningRate 0.0449 Epoch: 6 Global Step: 110110 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:40,998-Speed 3303.48 samples/sec Loss 2.5959 LearningRate 0.0449 Epoch: 6 Global Step: 110120 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:44,081-Speed 3322.89 samples/sec Loss 2.6438 LearningRate 0.0449 Epoch: 6 Global Step: 110130 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:47,202-Speed 3281.93 samples/sec Loss 2.5962 LearningRate 0.0449 Epoch: 6 Global Step: 110140 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:50,271-Speed 3337.58 samples/sec Loss 2.5184 LearningRate 0.0449 Epoch: 6 Global Step: 110150 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:53,368-Speed 3307.16 samples/sec Loss 2.5667 LearningRate 0.0449 Epoch: 6 Global Step: 110160 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:56,456-Speed 3317.18 samples/sec Loss 2.5353 LearningRate 0.0449 Epoch: 6 Global Step: 110170 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:53:59,529-Speed 3332.81 samples/sec Loss 2.5487 LearningRate 0.0449 Epoch: 6 Global Step: 110180 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:02,586-Speed 3350.10 samples/sec Loss 2.5803 LearningRate 0.0449 Epoch: 6 Global Step: 110190 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:05,664-Speed 3328.32 samples/sec Loss 2.5471 LearningRate 0.0449 Epoch: 6 Global Step: 110200 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:08,770-Speed 3297.44 samples/sec Loss 2.6268 LearningRate 0.0449 Epoch: 6 Global Step: 110210 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:11,830-Speed 3347.36 samples/sec Loss 2.5669 LearningRate 0.0449 Epoch: 6 Global Step: 110220 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:14,889-Speed 3347.70 samples/sec Loss 2.5837 LearningRate 0.0449 Epoch: 6 Global Step: 110230 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:17,952-Speed 3344.91 samples/sec Loss 2.5605 LearningRate 0.0449 Epoch: 6 Global Step: 110240 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:21,030-Speed 3327.18 samples/sec Loss 2.5898 LearningRate 0.0449 Epoch: 6 Global Step: 110250 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:24,075-Speed 3363.95 samples/sec Loss 2.5773 LearningRate 0.0449 Epoch: 6 Global Step: 110260 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:27,167-Speed 3311.85 samples/sec Loss 2.5748 LearningRate 0.0448 Epoch: 6 Global Step: 110270 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:30,243-Speed 3330.64 samples/sec Loss 2.5550 LearningRate 0.0448 Epoch: 6 Global Step: 110280 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:33,298-Speed 3352.55 samples/sec Loss 2.6160 LearningRate 0.0448 Epoch: 6 Global Step: 110290 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:36,361-Speed 3344.02 samples/sec Loss 2.5694 LearningRate 0.0448 Epoch: 6 Global Step: 110300 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:39,420-Speed 3347.80 samples/sec Loss 2.6415 LearningRate 0.0448 Epoch: 6 Global Step: 110310 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:42,481-Speed 3345.88 samples/sec Loss 2.5636 LearningRate 0.0448 Epoch: 6 Global Step: 110320 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:45,543-Speed 3344.80 samples/sec Loss 2.6405 LearningRate 0.0448 Epoch: 6 Global Step: 110330 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:48,614-Speed 3335.80 samples/sec Loss 2.5907 LearningRate 0.0448 Epoch: 6 Global Step: 110340 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:51,677-Speed 3343.72 samples/sec Loss 2.5752 LearningRate 0.0448 Epoch: 6 Global Step: 110350 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:54:54,739-Speed 3345.48 samples/sec Loss 2.5530 LearningRate 0.0448 Epoch: 6 Global Step: 110360 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:54:57,799-Speed 3346.66 samples/sec Loss 2.5390 LearningRate 0.0448 Epoch: 6 Global Step: 110370 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:00,858-Speed 3348.90 samples/sec Loss 2.6664 LearningRate 0.0448 Epoch: 6 Global Step: 110380 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:03,919-Speed 3345.43 samples/sec Loss 2.6183 LearningRate 0.0448 Epoch: 6 Global Step: 110390 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:06,994-Speed 3331.07 samples/sec Loss 2.6205 LearningRate 0.0448 Epoch: 6 Global Step: 110400 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:10,079-Speed 3319.84 samples/sec Loss 2.6010 LearningRate 0.0448 Epoch: 6 Global Step: 110410 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:13,144-Speed 3342.36 samples/sec Loss 2.6236 LearningRate 0.0448 Epoch: 6 Global Step: 110420 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:16,200-Speed 3351.24 samples/sec Loss 2.6240 LearningRate 0.0448 Epoch: 6 Global Step: 110430 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:19,283-Speed 3322.74 samples/sec Loss 2.6335 LearningRate 0.0448 Epoch: 6 Global Step: 110440 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:22,345-Speed 3344.97 samples/sec Loss 2.6729 LearningRate 0.0448 Epoch: 6 Global Step: 110450 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:25,390-Speed 3363.50 samples/sec Loss 2.6101 LearningRate 0.0448 Epoch: 6 Global Step: 110460 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:28,450-Speed 3346.70 samples/sec Loss 2.4710 LearningRate 0.0448 Epoch: 6 Global Step: 110470 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:55:31,493-Speed 3365.86 samples/sec Loss 2.4312 LearningRate 0.0448 Epoch: 6 Global Step: 110480 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:34,560-Speed 3340.03 samples/sec Loss 2.6760 LearningRate 0.0448 Epoch: 6 Global Step: 110490 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:37,656-Speed 3308.42 samples/sec Loss 2.6233 LearningRate 0.0448 Epoch: 6 Global Step: 110500 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:40,782-Speed 3276.69 samples/sec Loss 2.6117 LearningRate 0.0447 Epoch: 6 Global Step: 110510 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:43,885-Speed 3300.57 samples/sec Loss 2.5311 LearningRate 0.0447 Epoch: 6 Global Step: 110520 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:46,971-Speed 3318.88 samples/sec Loss 2.5113 LearningRate 0.0447 Epoch: 6 Global Step: 110530 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:50,065-Speed 3311.02 samples/sec Loss 2.5710 LearningRate 0.0447 Epoch: 6 Global Step: 110540 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:53,136-Speed 3334.49 samples/sec Loss 2.5786 LearningRate 0.0447 Epoch: 6 Global Step: 110550 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:56,198-Speed 3345.82 samples/sec Loss 2.6389 LearningRate 0.0447 Epoch: 6 Global Step: 110560 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:55:59,314-Speed 3287.27 samples/sec Loss 2.5904 LearningRate 0.0447 Epoch: 6 Global Step: 110570 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:02,372-Speed 3348.83 samples/sec Loss 2.5656 LearningRate 0.0447 Epoch: 6 Global Step: 110580 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:05,439-Speed 3340.06 samples/sec Loss 2.5300 LearningRate 0.0447 Epoch: 6 Global Step: 110590 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:08,550-Speed 3292.01 samples/sec Loss 2.6131 LearningRate 0.0447 Epoch: 6 Global Step: 110600 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:11,672-Speed 3280.79 samples/sec Loss 2.5575 LearningRate 0.0447 Epoch: 6 Global Step: 110610 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:14,796-Speed 3278.79 samples/sec Loss 2.5854 LearningRate 0.0447 Epoch: 6 Global Step: 110620 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:17,866-Speed 3337.19 samples/sec Loss 2.6373 LearningRate 0.0447 Epoch: 6 Global Step: 110630 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:20,958-Speed 3312.46 samples/sec Loss 2.6145 LearningRate 0.0447 Epoch: 6 Global Step: 110640 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:24,051-Speed 3311.18 samples/sec Loss 2.5603 LearningRate 0.0447 Epoch: 6 Global Step: 110650 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:27,110-Speed 3348.83 samples/sec Loss 2.5547 LearningRate 0.0447 Epoch: 6 Global Step: 110660 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:30,169-Speed 3348.09 samples/sec Loss 2.5627 LearningRate 0.0447 Epoch: 6 Global Step: 110670 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:56:33,241-Speed 3334.23 samples/sec Loss 2.5131 LearningRate 0.0447 Epoch: 6 Global Step: 110680 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:36,328-Speed 3317.79 samples/sec Loss 2.5689 LearningRate 0.0447 Epoch: 6 Global Step: 110690 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:39,395-Speed 3339.65 samples/sec Loss 2.5562 LearningRate 0.0447 Epoch: 6 Global Step: 110700 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:42,490-Speed 3309.46 samples/sec Loss 2.4550 LearningRate 0.0447 Epoch: 6 Global Step: 110710 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:45,565-Speed 3331.16 samples/sec Loss 2.5024 LearningRate 0.0447 Epoch: 6 Global Step: 110720 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:48,633-Speed 3337.79 samples/sec Loss 2.5981 LearningRate 0.0447 Epoch: 6 Global Step: 110730 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:51,696-Speed 3344.92 samples/sec Loss 2.6624 LearningRate 0.0447 Epoch: 6 Global Step: 110740 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:54,758-Speed 3344.84 samples/sec Loss 2.5896 LearningRate 0.0447 Epoch: 6 Global Step: 110750 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:56:57,870-Speed 3291.51 samples/sec Loss 2.6149 LearningRate 0.0446 Epoch: 6 Global Step: 110760 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:57:00,950-Speed 3326.17 samples/sec Loss 2.6008 LearningRate 0.0446 Epoch: 6 Global Step: 110770 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:57:04,017-Speed 3338.63 samples/sec Loss 2.5469 LearningRate 0.0446 Epoch: 6 Global Step: 110780 Fp16 Grad Scale: 262144 Required: 24 hours Training: 2022-04-11 10:57:07,076-Speed 3349.03 samples/sec Loss 2.6140 LearningRate 0.0446 Epoch: 6 Global Step: 110790 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:57:10,180-Speed 3299.67 samples/sec Loss 2.4931 LearningRate 0.0446 Epoch: 6 Global Step: 110800 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:57:13,240-Speed 3346.84 samples/sec Loss 2.6222 LearningRate 0.0446 Epoch: 6 Global Step: 110810 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:57:16,307-Speed 3340.70 samples/sec Loss 2.5930 LearningRate 0.0446 Epoch: 6 Global Step: 110820 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:57:19,382-Speed 3330.48 samples/sec Loss 2.5366 LearningRate 0.0446 Epoch: 6 Global Step: 110830 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:22,480-Speed 3305.78 samples/sec Loss 2.6086 LearningRate 0.0446 Epoch: 6 Global Step: 110840 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:25,569-Speed 3316.75 samples/sec Loss 2.5006 LearningRate 0.0446 Epoch: 6 Global Step: 110850 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:28,634-Speed 3341.64 samples/sec Loss 2.6147 LearningRate 0.0446 Epoch: 6 Global Step: 110860 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:31,732-Speed 3305.57 samples/sec Loss 2.5601 LearningRate 0.0446 Epoch: 6 Global Step: 110870 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:34,796-Speed 3343.92 samples/sec Loss 2.5920 LearningRate 0.0446 Epoch: 6 Global Step: 110880 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:37,868-Speed 3334.50 samples/sec Loss 2.6303 LearningRate 0.0446 Epoch: 6 Global Step: 110890 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:40,927-Speed 3347.69 samples/sec Loss 2.6082 LearningRate 0.0446 Epoch: 6 Global Step: 110900 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:43,987-Speed 3347.25 samples/sec Loss 2.6585 LearningRate 0.0446 Epoch: 6 Global Step: 110910 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:47,060-Speed 3333.31 samples/sec Loss 2.5697 LearningRate 0.0446 Epoch: 6 Global Step: 110920 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:50,122-Speed 3345.63 samples/sec Loss 2.5391 LearningRate 0.0446 Epoch: 6 Global Step: 110930 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:57:53,178-Speed 3352.03 samples/sec Loss 2.6145 LearningRate 0.0446 Epoch: 6 Global Step: 110940 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:56,242-Speed 3342.15 samples/sec Loss 2.5242 LearningRate 0.0446 Epoch: 6 Global Step: 110950 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:57:59,326-Speed 3321.98 samples/sec Loss 2.5509 LearningRate 0.0446 Epoch: 6 Global Step: 110960 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:02,391-Speed 3341.70 samples/sec Loss 2.5750 LearningRate 0.0446 Epoch: 6 Global Step: 110970 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:05,452-Speed 3345.73 samples/sec Loss 2.6479 LearningRate 0.0446 Epoch: 6 Global Step: 110980 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:08,543-Speed 3313.65 samples/sec Loss 2.5165 LearningRate 0.0446 Epoch: 6 Global Step: 110990 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:11,603-Speed 3347.79 samples/sec Loss 2.6050 LearningRate 0.0446 Epoch: 6 Global Step: 111000 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:14,666-Speed 3344.40 samples/sec Loss 2.5815 LearningRate 0.0445 Epoch: 6 Global Step: 111010 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:17,746-Speed 3324.52 samples/sec Loss 2.5547 LearningRate 0.0445 Epoch: 6 Global Step: 111020 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:20,803-Speed 3351.17 samples/sec Loss 2.6370 LearningRate 0.0445 Epoch: 6 Global Step: 111030 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:23,882-Speed 3326.83 samples/sec Loss 2.6672 LearningRate 0.0445 Epoch: 6 Global Step: 111040 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:58:26,963-Speed 3324.99 samples/sec Loss 2.5590 LearningRate 0.0445 Epoch: 6 Global Step: 111050 Fp16 Grad Scale: 131072 Required: 24 hours Training: 2022-04-11 10:58:30,014-Speed 3357.35 samples/sec Loss 2.5476 LearningRate 0.0445 Epoch: 6 Global Step: 111060 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:33,075-Speed 3345.88 samples/sec Loss 2.5820 LearningRate 0.0445 Epoch: 6 Global Step: 111070 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:36,196-Speed 3281.80 samples/sec Loss 2.6082 LearningRate 0.0445 Epoch: 6 Global Step: 111080 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:39,256-Speed 3347.27 samples/sec Loss 2.6036 LearningRate 0.0445 Epoch: 6 Global Step: 111090 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:42,369-Speed 3290.15 samples/sec Loss 2.6463 LearningRate 0.0445 Epoch: 6 Global Step: 111100 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:45,508-Speed 3263.08 samples/sec Loss 2.5698 LearningRate 0.0445 Epoch: 6 Global Step: 111110 Fp16 Grad Scale: 65536 Required: 24 hours Training: 2022-04-11 10:58:48,572-Speed 3342.86 samples/sec Loss 2.6588 LearningRate 0.0445 Epoch: 6 Global Step: 111120 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 10:58:51,641-Speed 3338.58 samples/sec Loss 2.6052 LearningRate 0.0445 Epoch: 6 Global Step: 111130 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 10:58:54,736-Speed 3309.20 samples/sec Loss 2.5383 LearningRate 0.0445 Epoch: 6 Global Step: 111140 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 10:58:57,803-Speed 3340.29 samples/sec Loss 2.5351 LearningRate 0.0445 Epoch: 6 Global Step: 111150 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 10:59:00,866-Speed 3343.89 samples/sec Loss 2.5993 LearningRate 0.0445 Epoch: 6 Global Step: 111160 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:03,952-Speed 3319.63 samples/sec Loss 2.5605 LearningRate 0.0445 Epoch: 6 Global Step: 111170 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:07,011-Speed 3347.41 samples/sec Loss 2.4873 LearningRate 0.0445 Epoch: 6 Global Step: 111180 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:10,081-Speed 3336.36 samples/sec Loss 2.5715 LearningRate 0.0445 Epoch: 6 Global Step: 111190 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:13,172-Speed 3314.03 samples/sec Loss 2.6054 LearningRate 0.0445 Epoch: 6 Global Step: 111200 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:16,269-Speed 3307.67 samples/sec Loss 2.5273 LearningRate 0.0445 Epoch: 6 Global Step: 111210 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:19,382-Speed 3290.15 samples/sec Loss 2.5828 LearningRate 0.0445 Epoch: 6 Global Step: 111220 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:22,449-Speed 3339.91 samples/sec Loss 2.6383 LearningRate 0.0445 Epoch: 6 Global Step: 111230 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:25,601-Speed 3248.98 samples/sec Loss 2.5142 LearningRate 0.0445 Epoch: 6 Global Step: 111240 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:28,676-Speed 3331.31 samples/sec Loss 2.6141 LearningRate 0.0445 Epoch: 6 Global Step: 111250 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:31,794-Speed 3284.95 samples/sec Loss 2.5952 LearningRate 0.0444 Epoch: 6 Global Step: 111260 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:34,879-Speed 3319.91 samples/sec Loss 2.5801 LearningRate 0.0444 Epoch: 6 Global Step: 111270 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:38,012-Speed 3269.03 samples/sec Loss 2.5271 LearningRate 0.0444 Epoch: 6 Global Step: 111280 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:41,088-Speed 3330.26 samples/sec Loss 2.6059 LearningRate 0.0444 Epoch: 6 Global Step: 111290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:44,169-Speed 3323.98 samples/sec Loss 2.5698 LearningRate 0.0444 Epoch: 6 Global Step: 111300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:47,249-Speed 3325.81 samples/sec Loss 2.6849 LearningRate 0.0444 Epoch: 6 Global Step: 111310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:50,310-Speed 3345.88 samples/sec Loss 2.6049 LearningRate 0.0444 Epoch: 6 Global Step: 111320 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:53,390-Speed 3325.98 samples/sec Loss 2.6286 LearningRate 0.0444 Epoch: 6 Global Step: 111330 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:56,465-Speed 3330.93 samples/sec Loss 2.5987 LearningRate 0.0444 Epoch: 6 Global Step: 111340 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 10:59:59,543-Speed 3328.05 samples/sec Loss 2.5738 LearningRate 0.0444 Epoch: 6 Global Step: 111350 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:02,687-Speed 3258.13 samples/sec Loss 2.6324 LearningRate 0.0444 Epoch: 6 Global Step: 111360 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:00:05,759-Speed 3333.37 samples/sec Loss 2.5926 LearningRate 0.0444 Epoch: 6 Global Step: 111370 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:08,853-Speed 3311.07 samples/sec Loss 2.5747 LearningRate 0.0444 Epoch: 6 Global Step: 111380 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:11,922-Speed 3337.57 samples/sec Loss 2.5825 LearningRate 0.0444 Epoch: 6 Global Step: 111390 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:14,995-Speed 3333.07 samples/sec Loss 2.5985 LearningRate 0.0444 Epoch: 6 Global Step: 111400 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:18,057-Speed 3344.92 samples/sec Loss 2.5198 LearningRate 0.0444 Epoch: 6 Global Step: 111410 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:21,120-Speed 3344.20 samples/sec Loss 2.5752 LearningRate 0.0444 Epoch: 6 Global Step: 111420 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:24,191-Speed 3335.40 samples/sec Loss 2.5900 LearningRate 0.0444 Epoch: 6 Global Step: 111430 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:27,270-Speed 3326.08 samples/sec Loss 2.5761 LearningRate 0.0444 Epoch: 6 Global Step: 111440 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:30,340-Speed 3335.98 samples/sec Loss 2.5531 LearningRate 0.0444 Epoch: 6 Global Step: 111450 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:33,431-Speed 3313.44 samples/sec Loss 2.6167 LearningRate 0.0444 Epoch: 6 Global Step: 111460 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:36,484-Speed 3355.35 samples/sec Loss 2.5879 LearningRate 0.0444 Epoch: 6 Global Step: 111470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:39,587-Speed 3301.34 samples/sec Loss 2.5883 LearningRate 0.0444 Epoch: 6 Global Step: 111480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:42,652-Speed 3342.29 samples/sec Loss 2.6458 LearningRate 0.0444 Epoch: 6 Global Step: 111490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:45,731-Speed 3326.09 samples/sec Loss 2.6103 LearningRate 0.0444 Epoch: 6 Global Step: 111500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:48,808-Speed 3328.39 samples/sec Loss 2.6141 LearningRate 0.0443 Epoch: 6 Global Step: 111510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:51,885-Speed 3329.96 samples/sec Loss 2.4997 LearningRate 0.0443 Epoch: 6 Global Step: 111520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:54,950-Speed 3341.44 samples/sec Loss 2.5976 LearningRate 0.0443 Epoch: 6 Global Step: 111530 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:00:58,037-Speed 3318.04 samples/sec Loss 2.6670 LearningRate 0.0443 Epoch: 6 Global Step: 111540 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:01:01,127-Speed 3314.51 samples/sec Loss 2.5168 LearningRate 0.0443 Epoch: 6 Global Step: 111550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:01:04,213-Speed 3319.76 samples/sec Loss 2.5543 LearningRate 0.0443 Epoch: 6 Global Step: 111560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:01:07,285-Speed 3333.08 samples/sec Loss 2.5495 LearningRate 0.0443 Epoch: 6 Global Step: 111570 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:01:10,480-Speed 3206.28 samples/sec Loss 2.5639 LearningRate 0.0443 Epoch: 6 Global Step: 111580 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:01:13,546-Speed 3340.96 samples/sec Loss 2.5374 LearningRate 0.0443 Epoch: 6 Global Step: 111590 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:01:16,631-Speed 3319.87 samples/sec Loss 2.5858 LearningRate 0.0443 Epoch: 6 Global Step: 111600 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:19,711-Speed 3324.95 samples/sec Loss 2.5344 LearningRate 0.0443 Epoch: 6 Global Step: 111610 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:22,777-Speed 3341.51 samples/sec Loss 2.5942 LearningRate 0.0443 Epoch: 6 Global Step: 111620 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:25,867-Speed 3313.83 samples/sec Loss 2.5463 LearningRate 0.0443 Epoch: 6 Global Step: 111630 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:28,955-Speed 3317.32 samples/sec Loss 2.5561 LearningRate 0.0443 Epoch: 6 Global Step: 111640 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:32,042-Speed 3317.47 samples/sec Loss 2.5043 LearningRate 0.0443 Epoch: 6 Global Step: 111650 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:35,126-Speed 3322.12 samples/sec Loss 2.6623 LearningRate 0.0443 Epoch: 6 Global Step: 111660 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:38,231-Speed 3298.79 samples/sec Loss 2.4947 LearningRate 0.0443 Epoch: 6 Global Step: 111670 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:41,302-Speed 3334.53 samples/sec Loss 2.5397 LearningRate 0.0443 Epoch: 6 Global Step: 111680 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:44,426-Speed 3278.99 samples/sec Loss 2.5331 LearningRate 0.0443 Epoch: 6 Global Step: 111690 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:01:47,510-Speed 3321.03 samples/sec Loss 2.6294 LearningRate 0.0443 Epoch: 6 Global Step: 111700 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:01:50,583-Speed 3333.09 samples/sec Loss 2.5619 LearningRate 0.0443 Epoch: 6 Global Step: 111710 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:01:53,754-Speed 3229.99 samples/sec Loss 2.5388 LearningRate 0.0443 Epoch: 6 Global Step: 111720 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:01:56,941-Speed 3213.81 samples/sec Loss 2.5546 LearningRate 0.0443 Epoch: 6 Global Step: 111730 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:00,006-Speed 3342.67 samples/sec Loss 2.5736 LearningRate 0.0443 Epoch: 6 Global Step: 111740 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:03,156-Speed 3251.16 samples/sec Loss 2.4905 LearningRate 0.0443 Epoch: 6 Global Step: 111750 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:06,233-Speed 3329.03 samples/sec Loss 2.5547 LearningRate 0.0443 Epoch: 6 Global Step: 111760 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:09,324-Speed 3313.44 samples/sec Loss 2.6173 LearningRate 0.0442 Epoch: 6 Global Step: 111770 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:12,394-Speed 3336.96 samples/sec Loss 2.5135 LearningRate 0.0442 Epoch: 6 Global Step: 111780 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:15,479-Speed 3320.46 samples/sec Loss 2.5524 LearningRate 0.0442 Epoch: 6 Global Step: 111790 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:18,596-Speed 3286.50 samples/sec Loss 2.5781 LearningRate 0.0442 Epoch: 6 Global Step: 111800 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:21,673-Speed 3327.87 samples/sec Loss 2.6093 LearningRate 0.0442 Epoch: 6 Global Step: 111810 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:24,745-Speed 3334.38 samples/sec Loss 2.5554 LearningRate 0.0442 Epoch: 6 Global Step: 111820 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:27,827-Speed 3323.61 samples/sec Loss 2.5061 LearningRate 0.0442 Epoch: 6 Global Step: 111830 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:30,896-Speed 3338.67 samples/sec Loss 2.5754 LearningRate 0.0442 Epoch: 6 Global Step: 111840 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:33,985-Speed 3315.19 samples/sec Loss 2.6085 LearningRate 0.0442 Epoch: 6 Global Step: 111850 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:37,064-Speed 3327.14 samples/sec Loss 2.5722 LearningRate 0.0442 Epoch: 6 Global Step: 111860 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:40,157-Speed 3311.62 samples/sec Loss 2.6412 LearningRate 0.0442 Epoch: 6 Global Step: 111870 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:43,223-Speed 3340.30 samples/sec Loss 2.6085 LearningRate 0.0442 Epoch: 6 Global Step: 111880 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:02:46,304-Speed 3324.41 samples/sec Loss 2.5989 LearningRate 0.0442 Epoch: 6 Global Step: 111890 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:49,418-Speed 3289.35 samples/sec Loss 2.5625 LearningRate 0.0442 Epoch: 6 Global Step: 111900 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:52,521-Speed 3301.69 samples/sec Loss 2.5110 LearningRate 0.0442 Epoch: 6 Global Step: 111910 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:55,621-Speed 3303.98 samples/sec Loss 2.5920 LearningRate 0.0442 Epoch: 6 Global Step: 111920 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:02:58,696-Speed 3329.97 samples/sec Loss 2.5784 LearningRate 0.0442 Epoch: 6 Global Step: 111930 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:03:01,770-Speed 3332.59 samples/sec Loss 2.5498 LearningRate 0.0442 Epoch: 6 Global Step: 111940 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:03:04,838-Speed 3338.08 samples/sec Loss 2.6332 LearningRate 0.0442 Epoch: 6 Global Step: 111950 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:03:07,903-Speed 3342.31 samples/sec Loss 2.6417 LearningRate 0.0442 Epoch: 6 Global Step: 111960 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:03:10,978-Speed 3331.08 samples/sec Loss 2.5351 LearningRate 0.0442 Epoch: 6 Global Step: 111970 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:03:14,062-Speed 3320.65 samples/sec Loss 2.5822 LearningRate 0.0442 Epoch: 6 Global Step: 111980 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:03:17,145-Speed 3322.33 samples/sec Loss 2.5820 LearningRate 0.0442 Epoch: 6 Global Step: 111990 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:03:20,218-Speed 3333.78 samples/sec Loss 2.6241 LearningRate 0.0442 Epoch: 6 Global Step: 112000 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:04:04,559-[lfw][112000]XNorm: 23.996880 Training: 2022-04-11 11:04:04,559-[lfw][112000]Accuracy-Flip: 0.99783+-0.00299 Training: 2022-04-11 11:04:04,560-[lfw][112000]Accuracy-Highest: 0.99817 Training: 2022-04-11 11:04:55,943-[cfp_fp][112000]XNorm: 22.893282 Training: 2022-04-11 11:04:55,944-[cfp_fp][112000]Accuracy-Flip: 0.98500+-0.00448 Training: 2022-04-11 11:04:55,944-[cfp_fp][112000]Accuracy-Highest: 0.98614 Training: 2022-04-11 11:05:39,894-[agedb_30][112000]XNorm: 24.522085 Training: 2022-04-11 11:05:39,894-[agedb_30][112000]Accuracy-Flip: 0.98150+-0.00769 Training: 2022-04-11 11:05:39,895-[agedb_30][112000]Accuracy-Highest: 0.98250 Training: 2022-04-11 11:05:42,959-Speed 71.74 samples/sec Loss 2.5706 LearningRate 0.0442 Epoch: 6 Global Step: 112010 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:05:46,028-Speed 3336.72 samples/sec Loss 2.5447 LearningRate 0.0441 Epoch: 6 Global Step: 112020 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:05:49,139-Speed 3292.52 samples/sec Loss 2.5663 LearningRate 0.0441 Epoch: 6 Global Step: 112030 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:05:52,191-Speed 3356.34 samples/sec Loss 2.6168 LearningRate 0.0441 Epoch: 6 Global Step: 112040 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:05:55,265-Speed 3331.62 samples/sec Loss 2.6200 LearningRate 0.0441 Epoch: 6 Global Step: 112050 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:05:58,334-Speed 3337.25 samples/sec Loss 2.6064 LearningRate 0.0441 Epoch: 6 Global Step: 112060 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:06:01,523-Speed 3212.62 samples/sec Loss 2.5713 LearningRate 0.0441 Epoch: 6 Global Step: 112070 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:06:04,649-Speed 3277.35 samples/sec Loss 2.6140 LearningRate 0.0441 Epoch: 6 Global Step: 112080 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:06:07,712-Speed 3343.15 samples/sec Loss 2.6298 LearningRate 0.0441 Epoch: 6 Global Step: 112090 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:10,783-Speed 3335.51 samples/sec Loss 2.5458 LearningRate 0.0441 Epoch: 6 Global Step: 112100 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:13,840-Speed 3350.98 samples/sec Loss 2.5550 LearningRate 0.0441 Epoch: 6 Global Step: 112110 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:16,920-Speed 3325.69 samples/sec Loss 2.4864 LearningRate 0.0441 Epoch: 6 Global Step: 112120 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:20,020-Speed 3302.97 samples/sec Loss 2.5551 LearningRate 0.0441 Epoch: 6 Global Step: 112130 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:23,118-Speed 3306.80 samples/sec Loss 2.5935 LearningRate 0.0441 Epoch: 6 Global Step: 112140 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:26,202-Speed 3321.51 samples/sec Loss 2.6512 LearningRate 0.0441 Epoch: 6 Global Step: 112150 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:29,280-Speed 3327.26 samples/sec Loss 2.5924 LearningRate 0.0441 Epoch: 6 Global Step: 112160 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:32,381-Speed 3303.32 samples/sec Loss 2.5939 LearningRate 0.0441 Epoch: 6 Global Step: 112170 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:35,455-Speed 3331.11 samples/sec Loss 2.5099 LearningRate 0.0441 Epoch: 6 Global Step: 112180 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:06:38,531-Speed 3330.24 samples/sec Loss 2.5026 LearningRate 0.0441 Epoch: 6 Global Step: 112190 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:06:41,613-Speed 3322.95 samples/sec Loss 2.5099 LearningRate 0.0441 Epoch: 6 Global Step: 112200 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:06:44,692-Speed 3327.10 samples/sec Loss 2.6092 LearningRate 0.0441 Epoch: 6 Global Step: 112210 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:06:47,772-Speed 3325.81 samples/sec Loss 2.5111 LearningRate 0.0441 Epoch: 6 Global Step: 112220 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:06:50,845-Speed 3332.05 samples/sec Loss 2.5721 LearningRate 0.0441 Epoch: 6 Global Step: 112230 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:06:53,922-Speed 3328.93 samples/sec Loss 2.5447 LearningRate 0.0441 Epoch: 6 Global Step: 112240 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:06:57,013-Speed 3314.21 samples/sec Loss 2.6045 LearningRate 0.0441 Epoch: 6 Global Step: 112250 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:00,102-Speed 3315.60 samples/sec Loss 2.6237 LearningRate 0.0441 Epoch: 6 Global Step: 112260 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:03,192-Speed 3313.80 samples/sec Loss 2.5754 LearningRate 0.0440 Epoch: 6 Global Step: 112270 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:06,250-Speed 3349.54 samples/sec Loss 2.6251 LearningRate 0.0440 Epoch: 6 Global Step: 112280 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:09,312-Speed 3345.72 samples/sec Loss 2.5659 LearningRate 0.0440 Epoch: 6 Global Step: 112290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:12,379-Speed 3339.62 samples/sec Loss 2.6009 LearningRate 0.0440 Epoch: 6 Global Step: 112300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:15,456-Speed 3328.65 samples/sec Loss 2.5387 LearningRate 0.0440 Epoch: 6 Global Step: 112310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:18,539-Speed 3321.96 samples/sec Loss 2.5793 LearningRate 0.0440 Epoch: 6 Global Step: 112320 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:21,604-Speed 3342.22 samples/sec Loss 2.5817 LearningRate 0.0440 Epoch: 6 Global Step: 112330 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:24,688-Speed 3321.61 samples/sec Loss 2.5979 LearningRate 0.0440 Epoch: 6 Global Step: 112340 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:27,824-Speed 3265.81 samples/sec Loss 2.5729 LearningRate 0.0440 Epoch: 6 Global Step: 112350 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:30,894-Speed 3335.88 samples/sec Loss 2.5537 LearningRate 0.0440 Epoch: 6 Global Step: 112360 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:07:33,989-Speed 3310.24 samples/sec Loss 2.5416 LearningRate 0.0440 Epoch: 6 Global Step: 112370 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:37,072-Speed 3321.80 samples/sec Loss 2.5325 LearningRate 0.0440 Epoch: 6 Global Step: 112380 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:40,150-Speed 3327.86 samples/sec Loss 2.5748 LearningRate 0.0440 Epoch: 6 Global Step: 112390 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:43,220-Speed 3336.63 samples/sec Loss 2.5364 LearningRate 0.0440 Epoch: 6 Global Step: 112400 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:46,278-Speed 3349.20 samples/sec Loss 2.5865 LearningRate 0.0440 Epoch: 6 Global Step: 112410 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:49,356-Speed 3327.40 samples/sec Loss 2.5758 LearningRate 0.0440 Epoch: 6 Global Step: 112420 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:52,422-Speed 3341.15 samples/sec Loss 2.5584 LearningRate 0.0440 Epoch: 6 Global Step: 112430 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:55,531-Speed 3294.96 samples/sec Loss 2.5181 LearningRate 0.0440 Epoch: 6 Global Step: 112440 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:07:58,599-Speed 3337.60 samples/sec Loss 2.5791 LearningRate 0.0440 Epoch: 6 Global Step: 112450 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:08:01,700-Speed 3303.80 samples/sec Loss 2.5515 LearningRate 0.0440 Epoch: 6 Global Step: 112460 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:08:04,766-Speed 3340.73 samples/sec Loss 2.6400 LearningRate 0.0440 Epoch: 6 Global Step: 112470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:07,841-Speed 3330.50 samples/sec Loss 2.6090 LearningRate 0.0440 Epoch: 6 Global Step: 112480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:10,957-Speed 3286.97 samples/sec Loss 2.5795 LearningRate 0.0440 Epoch: 6 Global Step: 112490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:14,085-Speed 3274.85 samples/sec Loss 2.6166 LearningRate 0.0440 Epoch: 6 Global Step: 112500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:17,161-Speed 3333.17 samples/sec Loss 2.5535 LearningRate 0.0440 Epoch: 6 Global Step: 112510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:20,228-Speed 3339.68 samples/sec Loss 2.5467 LearningRate 0.0439 Epoch: 6 Global Step: 112520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:23,296-Speed 3338.96 samples/sec Loss 2.5159 LearningRate 0.0439 Epoch: 6 Global Step: 112530 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:26,368-Speed 3333.54 samples/sec Loss 2.5654 LearningRate 0.0439 Epoch: 6 Global Step: 112540 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:29,436-Speed 3339.07 samples/sec Loss 2.5645 LearningRate 0.0439 Epoch: 6 Global Step: 112550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:32,513-Speed 3328.07 samples/sec Loss 2.5337 LearningRate 0.0439 Epoch: 6 Global Step: 112560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:35,595-Speed 3324.94 samples/sec Loss 2.5894 LearningRate 0.0439 Epoch: 6 Global Step: 112570 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:08:38,647-Speed 3355.81 samples/sec Loss 2.6278 LearningRate 0.0439 Epoch: 6 Global Step: 112580 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:41,709-Speed 3345.38 samples/sec Loss 2.5803 LearningRate 0.0439 Epoch: 6 Global Step: 112590 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:44,795-Speed 3319.45 samples/sec Loss 2.6015 LearningRate 0.0439 Epoch: 6 Global Step: 112600 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:47,858-Speed 3344.20 samples/sec Loss 2.5944 LearningRate 0.0439 Epoch: 6 Global Step: 112610 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:50,921-Speed 3342.91 samples/sec Loss 2.5458 LearningRate 0.0439 Epoch: 6 Global Step: 112620 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:53,991-Speed 3336.53 samples/sec Loss 2.5451 LearningRate 0.0439 Epoch: 6 Global Step: 112630 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:08:57,067-Speed 3329.92 samples/sec Loss 2.5816 LearningRate 0.0439 Epoch: 6 Global Step: 112640 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:09:00,163-Speed 3308.76 samples/sec Loss 2.6012 LearningRate 0.0439 Epoch: 6 Global Step: 112650 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:03,259-Speed 3308.07 samples/sec Loss 2.5751 LearningRate 0.0439 Epoch: 6 Global Step: 112660 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:06,320-Speed 3346.88 samples/sec Loss 2.5641 LearningRate 0.0439 Epoch: 6 Global Step: 112670 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:09,384-Speed 3343.25 samples/sec Loss 2.5794 LearningRate 0.0439 Epoch: 6 Global Step: 112680 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:12,494-Speed 3293.41 samples/sec Loss 2.5858 LearningRate 0.0439 Epoch: 6 Global Step: 112690 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:15,556-Speed 3345.01 samples/sec Loss 2.4981 LearningRate 0.0439 Epoch: 6 Global Step: 112700 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:18,672-Speed 3288.51 samples/sec Loss 2.5715 LearningRate 0.0439 Epoch: 6 Global Step: 112710 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:21,816-Speed 3257.07 samples/sec Loss 2.5607 LearningRate 0.0439 Epoch: 6 Global Step: 112720 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:24,911-Speed 3310.34 samples/sec Loss 2.5669 LearningRate 0.0439 Epoch: 6 Global Step: 112730 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:27,978-Speed 3339.16 samples/sec Loss 2.6429 LearningRate 0.0439 Epoch: 6 Global Step: 112740 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:31,053-Speed 3331.30 samples/sec Loss 2.5920 LearningRate 0.0439 Epoch: 6 Global Step: 112750 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:09:34,116-Speed 3344.22 samples/sec Loss 2.5929 LearningRate 0.0439 Epoch: 6 Global Step: 112760 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:09:37,180-Speed 3343.97 samples/sec Loss 2.6332 LearningRate 0.0438 Epoch: 6 Global Step: 112770 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:40,240-Speed 3346.93 samples/sec Loss 2.5056 LearningRate 0.0438 Epoch: 6 Global Step: 112780 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:43,301-Speed 3345.73 samples/sec Loss 2.5637 LearningRate 0.0438 Epoch: 6 Global Step: 112790 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:46,386-Speed 3321.07 samples/sec Loss 2.5379 LearningRate 0.0438 Epoch: 6 Global Step: 112800 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:49,444-Speed 3348.85 samples/sec Loss 2.6221 LearningRate 0.0438 Epoch: 6 Global Step: 112810 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:09:52,574-Speed 3273.06 samples/sec Loss 2.6214 LearningRate 0.0438 Epoch: 6 Global Step: 112820 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:09:55,706-Speed 3269.64 samples/sec Loss 2.5753 LearningRate 0.0438 Epoch: 6 Global Step: 112830 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:09:58,770-Speed 3343.97 samples/sec Loss 2.5932 LearningRate 0.0438 Epoch: 6 Global Step: 112840 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:01,840-Speed 3337.13 samples/sec Loss 2.4935 LearningRate 0.0438 Epoch: 6 Global Step: 112850 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:04,905-Speed 3341.14 samples/sec Loss 2.5574 LearningRate 0.0438 Epoch: 6 Global Step: 112860 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:07,963-Speed 3349.46 samples/sec Loss 2.5765 LearningRate 0.0438 Epoch: 6 Global Step: 112870 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:11,040-Speed 3329.01 samples/sec Loss 2.5253 LearningRate 0.0438 Epoch: 6 Global Step: 112880 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:14,101-Speed 3346.69 samples/sec Loss 2.4901 LearningRate 0.0438 Epoch: 6 Global Step: 112890 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:17,166-Speed 3341.49 samples/sec Loss 2.5656 LearningRate 0.0438 Epoch: 6 Global Step: 112900 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:20,241-Speed 3330.28 samples/sec Loss 2.5494 LearningRate 0.0438 Epoch: 6 Global Step: 112910 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:10:23,309-Speed 3339.28 samples/sec Loss 2.5454 LearningRate 0.0438 Epoch: 6 Global Step: 112920 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:26,374-Speed 3341.68 samples/sec Loss 2.4323 LearningRate 0.0438 Epoch: 6 Global Step: 112930 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:29,444-Speed 3337.34 samples/sec Loss 2.6854 LearningRate 0.0438 Epoch: 6 Global Step: 112940 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:32,518-Speed 3331.52 samples/sec Loss 2.5419 LearningRate 0.0438 Epoch: 6 Global Step: 112950 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:35,593-Speed 3330.96 samples/sec Loss 2.5596 LearningRate 0.0438 Epoch: 6 Global Step: 112960 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:38,664-Speed 3335.79 samples/sec Loss 2.5986 LearningRate 0.0438 Epoch: 6 Global Step: 112970 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:41,735-Speed 3335.52 samples/sec Loss 2.5280 LearningRate 0.0438 Epoch: 6 Global Step: 112980 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:44,795-Speed 3346.45 samples/sec Loss 2.5322 LearningRate 0.0438 Epoch: 6 Global Step: 112990 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:47,870-Speed 3331.86 samples/sec Loss 2.5398 LearningRate 0.0438 Epoch: 6 Global Step: 113000 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:50,947-Speed 3328.73 samples/sec Loss 2.5751 LearningRate 0.0438 Epoch: 6 Global Step: 113010 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:10:54,093-Speed 3256.07 samples/sec Loss 2.5828 LearningRate 0.0437 Epoch: 6 Global Step: 113020 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:10:57,203-Speed 3293.05 samples/sec Loss 2.5692 LearningRate 0.0437 Epoch: 6 Global Step: 113030 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:00,298-Speed 3309.22 samples/sec Loss 2.6255 LearningRate 0.0437 Epoch: 6 Global Step: 113040 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:03,379-Speed 3324.75 samples/sec Loss 2.6008 LearningRate 0.0437 Epoch: 6 Global Step: 113050 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:06,496-Speed 3286.87 samples/sec Loss 2.5950 LearningRate 0.0437 Epoch: 6 Global Step: 113060 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:09,595-Speed 3304.13 samples/sec Loss 2.6044 LearningRate 0.0437 Epoch: 6 Global Step: 113070 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:12,675-Speed 3326.00 samples/sec Loss 2.6187 LearningRate 0.0437 Epoch: 6 Global Step: 113080 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:15,735-Speed 3347.33 samples/sec Loss 2.5336 LearningRate 0.0437 Epoch: 6 Global Step: 113090 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:18,811-Speed 3329.49 samples/sec Loss 2.5372 LearningRate 0.0437 Epoch: 6 Global Step: 113100 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:21,890-Speed 3325.93 samples/sec Loss 2.5761 LearningRate 0.0437 Epoch: 6 Global Step: 113110 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:24,981-Speed 3313.98 samples/sec Loss 2.6303 LearningRate 0.0437 Epoch: 6 Global Step: 113120 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:28,057-Speed 3330.52 samples/sec Loss 2.5840 LearningRate 0.0437 Epoch: 6 Global Step: 113130 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:31,169-Speed 3291.42 samples/sec Loss 2.5995 LearningRate 0.0437 Epoch: 6 Global Step: 113140 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:34,249-Speed 3324.90 samples/sec Loss 2.6406 LearningRate 0.0437 Epoch: 6 Global Step: 113150 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:37,365-Speed 3287.48 samples/sec Loss 2.5454 LearningRate 0.0437 Epoch: 6 Global Step: 113160 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:40,431-Speed 3340.32 samples/sec Loss 2.5417 LearningRate 0.0437 Epoch: 6 Global Step: 113170 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:43,494-Speed 3344.09 samples/sec Loss 2.5671 LearningRate 0.0437 Epoch: 6 Global Step: 113180 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:46,592-Speed 3306.72 samples/sec Loss 2.5629 LearningRate 0.0437 Epoch: 6 Global Step: 113190 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:49,733-Speed 3260.54 samples/sec Loss 2.4994 LearningRate 0.0437 Epoch: 6 Global Step: 113200 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:52,806-Speed 3333.10 samples/sec Loss 2.5924 LearningRate 0.0437 Epoch: 6 Global Step: 113210 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:55,861-Speed 3352.69 samples/sec Loss 2.6706 LearningRate 0.0437 Epoch: 6 Global Step: 113220 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:11:58,946-Speed 3319.89 samples/sec Loss 2.5497 LearningRate 0.0437 Epoch: 6 Global Step: 113230 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:02,060-Speed 3289.12 samples/sec Loss 2.6254 LearningRate 0.0437 Epoch: 6 Global Step: 113240 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:05,123-Speed 3344.52 samples/sec Loss 2.6284 LearningRate 0.0437 Epoch: 6 Global Step: 113250 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:08,243-Speed 3281.93 samples/sec Loss 2.6084 LearningRate 0.0437 Epoch: 6 Global Step: 113260 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:11,318-Speed 3331.20 samples/sec Loss 2.6052 LearningRate 0.0437 Epoch: 6 Global Step: 113270 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:14,422-Speed 3300.13 samples/sec Loss 2.6109 LearningRate 0.0436 Epoch: 6 Global Step: 113280 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:17,485-Speed 3344.04 samples/sec Loss 2.5510 LearningRate 0.0436 Epoch: 6 Global Step: 113290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:20,551-Speed 3340.51 samples/sec Loss 2.5553 LearningRate 0.0436 Epoch: 6 Global Step: 113300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:23,622-Speed 3335.45 samples/sec Loss 2.5425 LearningRate 0.0436 Epoch: 6 Global Step: 113310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:12:26,732-Speed 3294.10 samples/sec Loss 2.5189 LearningRate 0.0436 Epoch: 6 Global Step: 113320 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:29,890-Speed 3243.25 samples/sec Loss 2.6145 LearningRate 0.0436 Epoch: 6 Global Step: 113330 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:32,972-Speed 3323.52 samples/sec Loss 2.5419 LearningRate 0.0436 Epoch: 6 Global Step: 113340 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:36,045-Speed 3332.44 samples/sec Loss 2.5631 LearningRate 0.0436 Epoch: 6 Global Step: 113350 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:39,108-Speed 3344.81 samples/sec Loss 2.4945 LearningRate 0.0436 Epoch: 6 Global Step: 113360 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:42,174-Speed 3340.02 samples/sec Loss 2.5558 LearningRate 0.0436 Epoch: 6 Global Step: 113370 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:45,235-Speed 3346.12 samples/sec Loss 2.6125 LearningRate 0.0436 Epoch: 6 Global Step: 113380 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:48,308-Speed 3333.00 samples/sec Loss 2.5261 LearningRate 0.0436 Epoch: 6 Global Step: 113390 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:51,375-Speed 3339.59 samples/sec Loss 2.5170 LearningRate 0.0436 Epoch: 6 Global Step: 113400 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:54,438-Speed 3343.79 samples/sec Loss 2.5091 LearningRate 0.0436 Epoch: 6 Global Step: 113410 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:12:57,523-Speed 3320.84 samples/sec Loss 2.5455 LearningRate 0.0436 Epoch: 6 Global Step: 113420 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:00,603-Speed 3325.01 samples/sec Loss 2.5171 LearningRate 0.0436 Epoch: 6 Global Step: 113430 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:03,668-Speed 3342.64 samples/sec Loss 2.6367 LearningRate 0.0436 Epoch: 6 Global Step: 113440 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:06,737-Speed 3337.06 samples/sec Loss 2.6297 LearningRate 0.0436 Epoch: 6 Global Step: 113450 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:09,819-Speed 3323.62 samples/sec Loss 2.4855 LearningRate 0.0436 Epoch: 6 Global Step: 113460 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:12,894-Speed 3330.19 samples/sec Loss 2.5309 LearningRate 0.0436 Epoch: 6 Global Step: 113470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:15,975-Speed 3325.16 samples/sec Loss 2.5395 LearningRate 0.0436 Epoch: 6 Global Step: 113480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:19,051-Speed 3329.18 samples/sec Loss 2.5042 LearningRate 0.0436 Epoch: 6 Global Step: 113490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:22,175-Speed 3278.54 samples/sec Loss 2.5736 LearningRate 0.0436 Epoch: 6 Global Step: 113500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:25,274-Speed 3305.37 samples/sec Loss 2.5189 LearningRate 0.0436 Epoch: 6 Global Step: 113510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:28,364-Speed 3315.77 samples/sec Loss 2.5501 LearningRate 0.0436 Epoch: 6 Global Step: 113520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:31,431-Speed 3339.09 samples/sec Loss 2.5614 LearningRate 0.0435 Epoch: 6 Global Step: 113530 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:13:34,544-Speed 3291.03 samples/sec Loss 2.4832 LearningRate 0.0435 Epoch: 6 Global Step: 113540 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:37,679-Speed 3266.84 samples/sec Loss 2.6050 LearningRate 0.0435 Epoch: 6 Global Step: 113550 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:40,796-Speed 3285.68 samples/sec Loss 2.5292 LearningRate 0.0435 Epoch: 6 Global Step: 113560 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:43,860-Speed 3342.83 samples/sec Loss 2.5321 LearningRate 0.0435 Epoch: 6 Global Step: 113570 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:46,924-Speed 3342.77 samples/sec Loss 2.5716 LearningRate 0.0435 Epoch: 6 Global Step: 113580 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:50,014-Speed 3315.18 samples/sec Loss 2.5279 LearningRate 0.0435 Epoch: 6 Global Step: 113590 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:53,084-Speed 3336.04 samples/sec Loss 2.5846 LearningRate 0.0435 Epoch: 6 Global Step: 113600 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:56,147-Speed 3344.67 samples/sec Loss 2.6332 LearningRate 0.0435 Epoch: 6 Global Step: 113610 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:13:59,246-Speed 3305.02 samples/sec Loss 2.5879 LearningRate 0.0435 Epoch: 6 Global Step: 113620 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:14:02,354-Speed 3294.81 samples/sec Loss 2.5579 LearningRate 0.0435 Epoch: 6 Global Step: 113630 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:14:05,419-Speed 3341.63 samples/sec Loss 2.5477 LearningRate 0.0435 Epoch: 6 Global Step: 113640 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:08,498-Speed 3326.47 samples/sec Loss 2.5755 LearningRate 0.0435 Epoch: 6 Global Step: 113650 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:11,579-Speed 3324.82 samples/sec Loss 2.5351 LearningRate 0.0435 Epoch: 6 Global Step: 113660 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:14,641-Speed 3344.33 samples/sec Loss 2.5134 LearningRate 0.0435 Epoch: 6 Global Step: 113670 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:17,707-Speed 3340.72 samples/sec Loss 2.5342 LearningRate 0.0435 Epoch: 6 Global Step: 113680 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:20,833-Speed 3277.32 samples/sec Loss 2.5324 LearningRate 0.0435 Epoch: 6 Global Step: 113690 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:23,913-Speed 3326.00 samples/sec Loss 2.5227 LearningRate 0.0435 Epoch: 6 Global Step: 113700 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:27,031-Speed 3284.24 samples/sec Loss 2.5824 LearningRate 0.0435 Epoch: 6 Global Step: 113710 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:30,137-Speed 3298.18 samples/sec Loss 2.5929 LearningRate 0.0435 Epoch: 6 Global Step: 113720 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:33,227-Speed 3314.65 samples/sec Loss 2.5196 LearningRate 0.0435 Epoch: 6 Global Step: 113730 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:36,282-Speed 3352.49 samples/sec Loss 2.5413 LearningRate 0.0435 Epoch: 6 Global Step: 113740 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:39,368-Speed 3318.50 samples/sec Loss 2.5492 LearningRate 0.0435 Epoch: 6 Global Step: 113750 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:42,432-Speed 3343.19 samples/sec Loss 2.5212 LearningRate 0.0435 Epoch: 6 Global Step: 113760 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:45,528-Speed 3307.99 samples/sec Loss 2.5917 LearningRate 0.0435 Epoch: 6 Global Step: 113770 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:48,608-Speed 3326.64 samples/sec Loss 2.5388 LearningRate 0.0434 Epoch: 6 Global Step: 113780 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:51,723-Speed 3288.53 samples/sec Loss 2.5400 LearningRate 0.0434 Epoch: 6 Global Step: 113790 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:54,806-Speed 3321.79 samples/sec Loss 2.5366 LearningRate 0.0434 Epoch: 6 Global Step: 113800 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:14:57,886-Speed 3326.04 samples/sec Loss 2.5812 LearningRate 0.0434 Epoch: 6 Global Step: 113810 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:00,978-Speed 3312.07 samples/sec Loss 2.5644 LearningRate 0.0434 Epoch: 6 Global Step: 113820 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:04,071-Speed 3312.35 samples/sec Loss 2.6024 LearningRate 0.0434 Epoch: 6 Global Step: 113830 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:07,141-Speed 3335.45 samples/sec Loss 2.5366 LearningRate 0.0434 Epoch: 6 Global Step: 113840 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:15:10,196-Speed 3353.00 samples/sec Loss 2.6213 LearningRate 0.0434 Epoch: 6 Global Step: 113850 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:13,267-Speed 3335.48 samples/sec Loss 2.5924 LearningRate 0.0434 Epoch: 6 Global Step: 113860 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:16,330-Speed 3345.08 samples/sec Loss 2.4941 LearningRate 0.0434 Epoch: 6 Global Step: 113870 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:19,396-Speed 3341.25 samples/sec Loss 2.6045 LearningRate 0.0434 Epoch: 6 Global Step: 113880 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:22,462-Speed 3340.03 samples/sec Loss 2.6033 LearningRate 0.0434 Epoch: 6 Global Step: 113890 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:25,544-Speed 3323.25 samples/sec Loss 2.5592 LearningRate 0.0434 Epoch: 6 Global Step: 113900 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:28,634-Speed 3314.36 samples/sec Loss 2.6033 LearningRate 0.0434 Epoch: 6 Global Step: 113910 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:31,720-Speed 3319.91 samples/sec Loss 2.5421 LearningRate 0.0434 Epoch: 6 Global Step: 113920 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:34,786-Speed 3341.11 samples/sec Loss 2.5772 LearningRate 0.0434 Epoch: 6 Global Step: 113930 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:37,873-Speed 3317.48 samples/sec Loss 2.5811 LearningRate 0.0434 Epoch: 6 Global Step: 113940 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:40,931-Speed 3349.21 samples/sec Loss 2.5025 LearningRate 0.0434 Epoch: 6 Global Step: 113950 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:44,002-Speed 3334.98 samples/sec Loss 2.5187 LearningRate 0.0434 Epoch: 6 Global Step: 113960 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:47,069-Speed 3340.43 samples/sec Loss 2.5201 LearningRate 0.0434 Epoch: 6 Global Step: 113970 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:50,216-Speed 3254.09 samples/sec Loss 2.5241 LearningRate 0.0434 Epoch: 6 Global Step: 113980 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:53,321-Speed 3299.35 samples/sec Loss 2.5491 LearningRate 0.0434 Epoch: 6 Global Step: 113990 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:15:56,463-Speed 3259.88 samples/sec Loss 2.5540 LearningRate 0.0434 Epoch: 6 Global Step: 114000 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:16:41,000-[lfw][114000]XNorm: 23.402697 Training: 2022-04-11 11:16:41,001-[lfw][114000]Accuracy-Flip: 0.99800+-0.00287 Training: 2022-04-11 11:16:41,001-[lfw][114000]Accuracy-Highest: 0.99817 Training: 2022-04-11 11:17:32,398-[cfp_fp][114000]XNorm: 22.355344 Training: 2022-04-11 11:17:32,398-[cfp_fp][114000]Accuracy-Flip: 0.98643+-0.00604 Training: 2022-04-11 11:17:32,399-[cfp_fp][114000]Accuracy-Highest: 0.98643 Training: 2022-04-11 11:18:16,430-[agedb_30][114000]XNorm: 23.586956 Training: 2022-04-11 11:18:16,431-[agedb_30][114000]Accuracy-Flip: 0.98317+-0.00787 Training: 2022-04-11 11:18:16,431-[agedb_30][114000]Accuracy-Highest: 0.98317 Training: 2022-04-11 11:18:19,510-Speed 71.59 samples/sec Loss 2.5608 LearningRate 0.0434 Epoch: 6 Global Step: 114010 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:18:22,591-Speed 3324.25 samples/sec Loss 2.6048 LearningRate 0.0434 Epoch: 6 Global Step: 114020 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:18:25,652-Speed 3346.32 samples/sec Loss 2.5883 LearningRate 0.0434 Epoch: 6 Global Step: 114030 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:18:28,822-Speed 3231.08 samples/sec Loss 2.5556 LearningRate 0.0433 Epoch: 6 Global Step: 114040 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:18:31,881-Speed 3347.42 samples/sec Loss 2.5610 LearningRate 0.0433 Epoch: 6 Global Step: 114050 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:18:34,975-Speed 3311.10 samples/sec Loss 2.5707 LearningRate 0.0433 Epoch: 6 Global Step: 114060 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:38,031-Speed 3351.30 samples/sec Loss 2.5514 LearningRate 0.0433 Epoch: 6 Global Step: 114070 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:41,119-Speed 3316.64 samples/sec Loss 2.5499 LearningRate 0.0433 Epoch: 6 Global Step: 114080 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:44,177-Speed 3349.40 samples/sec Loss 2.6692 LearningRate 0.0433 Epoch: 6 Global Step: 114090 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:47,256-Speed 3327.16 samples/sec Loss 2.6277 LearningRate 0.0433 Epoch: 6 Global Step: 114100 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:50,319-Speed 3343.69 samples/sec Loss 2.5372 LearningRate 0.0433 Epoch: 6 Global Step: 114110 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:53,391-Speed 3334.29 samples/sec Loss 2.5335 LearningRate 0.0433 Epoch: 6 Global Step: 114120 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:56,454-Speed 3343.34 samples/sec Loss 2.4969 LearningRate 0.0433 Epoch: 6 Global Step: 114130 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:18:59,513-Speed 3348.65 samples/sec Loss 2.5192 LearningRate 0.0433 Epoch: 6 Global Step: 114140 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:02,582-Speed 3337.31 samples/sec Loss 2.5220 LearningRate 0.0433 Epoch: 6 Global Step: 114150 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:05,631-Speed 3359.37 samples/sec Loss 2.5588 LearningRate 0.0433 Epoch: 6 Global Step: 114160 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:08,763-Speed 3269.93 samples/sec Loss 2.5240 LearningRate 0.0433 Epoch: 6 Global Step: 114170 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:11,841-Speed 3328.57 samples/sec Loss 2.5251 LearningRate 0.0433 Epoch: 6 Global Step: 114180 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:14,912-Speed 3335.74 samples/sec Loss 2.5432 LearningRate 0.0433 Epoch: 6 Global Step: 114190 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:17,972-Speed 3346.56 samples/sec Loss 2.5548 LearningRate 0.0433 Epoch: 6 Global Step: 114200 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:21,036-Speed 3343.13 samples/sec Loss 2.5524 LearningRate 0.0433 Epoch: 6 Global Step: 114210 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:24,117-Speed 3324.35 samples/sec Loss 2.5480 LearningRate 0.0433 Epoch: 6 Global Step: 114220 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:27,171-Speed 3353.21 samples/sec Loss 2.5177 LearningRate 0.0433 Epoch: 6 Global Step: 114230 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:30,239-Speed 3338.98 samples/sec Loss 2.5078 LearningRate 0.0433 Epoch: 6 Global Step: 114240 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:33,295-Speed 3351.26 samples/sec Loss 2.5681 LearningRate 0.0433 Epoch: 6 Global Step: 114250 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:19:36,356-Speed 3346.62 samples/sec Loss 2.5376 LearningRate 0.0433 Epoch: 6 Global Step: 114260 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:19:39,436-Speed 3325.27 samples/sec Loss 2.5214 LearningRate 0.0433 Epoch: 6 Global Step: 114270 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:19:42,494-Speed 3349.14 samples/sec Loss 2.5102 LearningRate 0.0433 Epoch: 6 Global Step: 114280 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:19:45,570-Speed 3330.43 samples/sec Loss 2.4956 LearningRate 0.0432 Epoch: 6 Global Step: 114290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:19:48,635-Speed 3341.66 samples/sec Loss 2.5543 LearningRate 0.0432 Epoch: 6 Global Step: 114300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:19:51,716-Speed 3324.43 samples/sec Loss 2.6079 LearningRate 0.0432 Epoch: 6 Global Step: 114310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:19:54,804-Speed 3316.61 samples/sec Loss 2.4859 LearningRate 0.0432 Epoch: 6 Global Step: 114320 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:19:57,913-Speed 3294.58 samples/sec Loss 2.5090 LearningRate 0.0432 Epoch: 6 Global Step: 114330 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:00,992-Speed 3326.98 samples/sec Loss 2.5416 LearningRate 0.0432 Epoch: 6 Global Step: 114340 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:04,056-Speed 3342.31 samples/sec Loss 2.5171 LearningRate 0.0432 Epoch: 6 Global Step: 114350 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:07,102-Speed 3362.18 samples/sec Loss 2.4865 LearningRate 0.0432 Epoch: 6 Global Step: 114360 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:10,166-Speed 3344.52 samples/sec Loss 2.5853 LearningRate 0.0432 Epoch: 6 Global Step: 114370 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:13,237-Speed 3335.42 samples/sec Loss 2.5458 LearningRate 0.0432 Epoch: 6 Global Step: 114380 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:16,367-Speed 3272.34 samples/sec Loss 2.5917 LearningRate 0.0432 Epoch: 6 Global Step: 114390 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:19,488-Speed 3281.53 samples/sec Loss 2.5216 LearningRate 0.0432 Epoch: 6 Global Step: 114400 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:22,616-Speed 3274.17 samples/sec Loss 2.5407 LearningRate 0.0432 Epoch: 6 Global Step: 114410 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:25,674-Speed 3349.76 samples/sec Loss 2.5045 LearningRate 0.0432 Epoch: 6 Global Step: 114420 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:28,731-Speed 3350.53 samples/sec Loss 2.5701 LearningRate 0.0432 Epoch: 6 Global Step: 114430 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:31,803-Speed 3335.20 samples/sec Loss 2.5602 LearningRate 0.0432 Epoch: 6 Global Step: 114440 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:34,860-Speed 3350.37 samples/sec Loss 2.5943 LearningRate 0.0432 Epoch: 6 Global Step: 114450 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:37,919-Speed 3348.00 samples/sec Loss 2.4603 LearningRate 0.0432 Epoch: 6 Global Step: 114460 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:20:40,970-Speed 3357.20 samples/sec Loss 2.5376 LearningRate 0.0432 Epoch: 6 Global Step: 114470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:44,030-Speed 3347.50 samples/sec Loss 2.4570 LearningRate 0.0432 Epoch: 6 Global Step: 114480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:47,100-Speed 3337.07 samples/sec Loss 2.5347 LearningRate 0.0432 Epoch: 6 Global Step: 114490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:50,182-Speed 3323.19 samples/sec Loss 2.6046 LearningRate 0.0432 Epoch: 6 Global Step: 114500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:53,249-Speed 3339.42 samples/sec Loss 2.5751 LearningRate 0.0432 Epoch: 6 Global Step: 114510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:56,353-Speed 3299.08 samples/sec Loss 2.4733 LearningRate 0.0432 Epoch: 6 Global Step: 114520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:20:59,412-Speed 3348.94 samples/sec Loss 2.5512 LearningRate 0.0432 Epoch: 6 Global Step: 114530 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:02,481-Speed 3337.20 samples/sec Loss 2.4878 LearningRate 0.0431 Epoch: 6 Global Step: 114540 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:05,555-Speed 3331.89 samples/sec Loss 2.5077 LearningRate 0.0431 Epoch: 6 Global Step: 114550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:08,618-Speed 3344.45 samples/sec Loss 2.4642 LearningRate 0.0431 Epoch: 6 Global Step: 114560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:11,671-Speed 3354.89 samples/sec Loss 2.4809 LearningRate 0.0431 Epoch: 6 Global Step: 114570 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:14,728-Speed 3349.88 samples/sec Loss 2.5306 LearningRate 0.0431 Epoch: 6 Global Step: 114580 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:17,819-Speed 3314.43 samples/sec Loss 2.4813 LearningRate 0.0431 Epoch: 6 Global Step: 114590 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:20,877-Speed 3349.78 samples/sec Loss 2.5217 LearningRate 0.0431 Epoch: 6 Global Step: 114600 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:23,933-Speed 3351.58 samples/sec Loss 2.5474 LearningRate 0.0431 Epoch: 6 Global Step: 114610 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:27,048-Speed 3287.48 samples/sec Loss 2.4897 LearningRate 0.0431 Epoch: 6 Global Step: 114620 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:30,107-Speed 3349.06 samples/sec Loss 2.5960 LearningRate 0.0431 Epoch: 6 Global Step: 114630 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:33,180-Speed 3331.93 samples/sec Loss 2.5301 LearningRate 0.0431 Epoch: 6 Global Step: 114640 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:36,258-Speed 3328.49 samples/sec Loss 2.5819 LearningRate 0.0431 Epoch: 6 Global Step: 114650 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:39,341-Speed 3321.96 samples/sec Loss 2.5252 LearningRate 0.0431 Epoch: 6 Global Step: 114660 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:42,409-Speed 3338.27 samples/sec Loss 2.5697 LearningRate 0.0431 Epoch: 6 Global Step: 114670 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:45,496-Speed 3318.36 samples/sec Loss 2.5483 LearningRate 0.0431 Epoch: 6 Global Step: 114680 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:48,564-Speed 3338.45 samples/sec Loss 2.4351 LearningRate 0.0431 Epoch: 6 Global Step: 114690 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:51,627-Speed 3343.92 samples/sec Loss 2.5656 LearningRate 0.0431 Epoch: 6 Global Step: 114700 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:54,706-Speed 3326.70 samples/sec Loss 2.5556 LearningRate 0.0431 Epoch: 6 Global Step: 114710 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:21:57,770-Speed 3342.46 samples/sec Loss 2.5943 LearningRate 0.0431 Epoch: 6 Global Step: 114720 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:00,861-Speed 3313.82 samples/sec Loss 2.5435 LearningRate 0.0431 Epoch: 6 Global Step: 114730 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:03,975-Speed 3289.20 samples/sec Loss 2.5209 LearningRate 0.0431 Epoch: 6 Global Step: 114740 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:07,041-Speed 3340.67 samples/sec Loss 2.6345 LearningRate 0.0431 Epoch: 6 Global Step: 114750 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:10,124-Speed 3322.15 samples/sec Loss 2.5306 LearningRate 0.0431 Epoch: 6 Global Step: 114760 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:13,182-Speed 3349.91 samples/sec Loss 2.5175 LearningRate 0.0431 Epoch: 6 Global Step: 114770 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:22:16,230-Speed 3360.55 samples/sec Loss 2.5422 LearningRate 0.0431 Epoch: 6 Global Step: 114780 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:19,295-Speed 3342.23 samples/sec Loss 2.5344 LearningRate 0.0431 Epoch: 6 Global Step: 114790 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:22,395-Speed 3303.60 samples/sec Loss 2.5585 LearningRate 0.0430 Epoch: 6 Global Step: 114800 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:25,465-Speed 3335.78 samples/sec Loss 2.5796 LearningRate 0.0430 Epoch: 6 Global Step: 114810 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:28,545-Speed 3326.01 samples/sec Loss 2.5969 LearningRate 0.0430 Epoch: 6 Global Step: 114820 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:31,617-Speed 3334.25 samples/sec Loss 2.5454 LearningRate 0.0430 Epoch: 6 Global Step: 114830 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:34,687-Speed 3336.12 samples/sec Loss 2.5151 LearningRate 0.0430 Epoch: 6 Global Step: 114840 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:37,764-Speed 3328.43 samples/sec Loss 2.5729 LearningRate 0.0430 Epoch: 6 Global Step: 114850 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:40,839-Speed 3331.81 samples/sec Loss 2.5728 LearningRate 0.0430 Epoch: 6 Global Step: 114860 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:43,919-Speed 3324.76 samples/sec Loss 2.4548 LearningRate 0.0430 Epoch: 6 Global Step: 114870 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:46,990-Speed 3345.91 samples/sec Loss 2.6071 LearningRate 0.0430 Epoch: 6 Global Step: 114880 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:50,052-Speed 3344.41 samples/sec Loss 2.6006 LearningRate 0.0430 Epoch: 6 Global Step: 114890 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:53,114-Speed 3345.80 samples/sec Loss 2.5366 LearningRate 0.0430 Epoch: 6 Global Step: 114900 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:56,178-Speed 3342.09 samples/sec Loss 2.5206 LearningRate 0.0430 Epoch: 6 Global Step: 114910 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:22:59,324-Speed 3289.42 samples/sec Loss 2.6096 LearningRate 0.0430 Epoch: 6 Global Step: 114920 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:23:02,394-Speed 3336.51 samples/sec Loss 2.4819 LearningRate 0.0430 Epoch: 6 Global Step: 114930 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:05,457-Speed 3343.38 samples/sec Loss 2.5417 LearningRate 0.0430 Epoch: 6 Global Step: 114940 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:08,569-Speed 3291.34 samples/sec Loss 2.4752 LearningRate 0.0430 Epoch: 6 Global Step: 114950 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:11,676-Speed 3296.38 samples/sec Loss 2.5280 LearningRate 0.0430 Epoch: 6 Global Step: 114960 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:14,737-Speed 3346.85 samples/sec Loss 2.5849 LearningRate 0.0430 Epoch: 6 Global Step: 114970 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:17,812-Speed 3338.63 samples/sec Loss 2.5580 LearningRate 0.0430 Epoch: 6 Global Step: 114980 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:20,882-Speed 3335.30 samples/sec Loss 2.4773 LearningRate 0.0430 Epoch: 6 Global Step: 114990 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:24,059-Speed 3224.11 samples/sec Loss 2.5903 LearningRate 0.0430 Epoch: 6 Global Step: 115000 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:27,149-Speed 3315.21 samples/sec Loss 2.5071 LearningRate 0.0430 Epoch: 6 Global Step: 115010 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:30,221-Speed 3337.19 samples/sec Loss 2.5618 LearningRate 0.0430 Epoch: 6 Global Step: 115020 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:33,295-Speed 3331.41 samples/sec Loss 2.5502 LearningRate 0.0430 Epoch: 6 Global Step: 115030 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:36,359-Speed 3343.15 samples/sec Loss 2.5663 LearningRate 0.0430 Epoch: 6 Global Step: 115040 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:39,480-Speed 3281.51 samples/sec Loss 2.4405 LearningRate 0.0429 Epoch: 6 Global Step: 115050 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:42,549-Speed 3338.17 samples/sec Loss 2.5618 LearningRate 0.0429 Epoch: 6 Global Step: 115060 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:45,641-Speed 3333.73 samples/sec Loss 2.5040 LearningRate 0.0429 Epoch: 6 Global Step: 115070 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:48,749-Speed 3295.66 samples/sec Loss 2.5525 LearningRate 0.0429 Epoch: 6 Global Step: 115080 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:23:51,821-Speed 3333.30 samples/sec Loss 2.4862 LearningRate 0.0429 Epoch: 6 Global Step: 115090 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:54,898-Speed 3329.06 samples/sec Loss 2.5689 LearningRate 0.0429 Epoch: 6 Global Step: 115100 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:23:57,960-Speed 3347.67 samples/sec Loss 2.5434 LearningRate 0.0429 Epoch: 6 Global Step: 115110 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:01,042-Speed 3322.73 samples/sec Loss 2.5718 LearningRate 0.0429 Epoch: 6 Global Step: 115120 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:04,116-Speed 3332.09 samples/sec Loss 2.6188 LearningRate 0.0429 Epoch: 6 Global Step: 115130 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:07,190-Speed 3332.03 samples/sec Loss 2.5463 LearningRate 0.0429 Epoch: 6 Global Step: 115140 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:10,267-Speed 3328.55 samples/sec Loss 2.5635 LearningRate 0.0429 Epoch: 6 Global Step: 115150 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:13,333-Speed 3340.17 samples/sec Loss 2.5267 LearningRate 0.0429 Epoch: 6 Global Step: 115160 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:16,405-Speed 3343.28 samples/sec Loss 2.5667 LearningRate 0.0429 Epoch: 6 Global Step: 115170 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:19,470-Speed 3341.25 samples/sec Loss 2.5298 LearningRate 0.0429 Epoch: 6 Global Step: 115180 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:24:22,534-Speed 3346.95 samples/sec Loss 2.5732 LearningRate 0.0429 Epoch: 6 Global Step: 115190 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:25,595-Speed 3346.43 samples/sec Loss 2.5325 LearningRate 0.0429 Epoch: 6 Global Step: 115200 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:28,672-Speed 3328.75 samples/sec Loss 2.6091 LearningRate 0.0429 Epoch: 6 Global Step: 115210 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:31,750-Speed 3328.06 samples/sec Loss 2.5199 LearningRate 0.0429 Epoch: 6 Global Step: 115220 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:34,814-Speed 3346.20 samples/sec Loss 2.6043 LearningRate 0.0429 Epoch: 6 Global Step: 115230 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:37,887-Speed 3332.40 samples/sec Loss 2.5119 LearningRate 0.0429 Epoch: 6 Global Step: 115240 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:40,956-Speed 3337.30 samples/sec Loss 2.5658 LearningRate 0.0429 Epoch: 6 Global Step: 115250 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:44,018-Speed 3345.47 samples/sec Loss 2.5545 LearningRate 0.0429 Epoch: 6 Global Step: 115260 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:24:47,091-Speed 3334.21 samples/sec Loss 2.4883 LearningRate 0.0429 Epoch: 6 Global Step: 115270 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:24:50,161-Speed 3343.84 samples/sec Loss 2.6245 LearningRate 0.0429 Epoch: 6 Global Step: 115280 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:24:53,220-Speed 3347.95 samples/sec Loss 2.5736 LearningRate 0.0429 Epoch: 6 Global Step: 115290 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:24:56,336-Speed 3291.09 samples/sec Loss 2.5259 LearningRate 0.0429 Epoch: 6 Global Step: 115300 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:24:59,451-Speed 3287.98 samples/sec Loss 2.5191 LearningRate 0.0428 Epoch: 6 Global Step: 115310 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:25:02,512-Speed 3346.51 samples/sec Loss 2.5055 LearningRate 0.0428 Epoch: 6 Global Step: 115320 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:25:05,590-Speed 3327.31 samples/sec Loss 2.5735 LearningRate 0.0428 Epoch: 6 Global Step: 115330 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:25:08,708-Speed 3346.53 samples/sec Loss 2.5042 LearningRate 0.0428 Epoch: 6 Global Step: 115340 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:25:11,771-Speed 3344.45 samples/sec Loss 2.5260 LearningRate 0.0428 Epoch: 6 Global Step: 115350 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:25:14,902-Speed 3270.79 samples/sec Loss 2.4608 LearningRate 0.0428 Epoch: 6 Global Step: 115360 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:25:17,985-Speed 3323.31 samples/sec Loss 2.4555 LearningRate 0.0428 Epoch: 6 Global Step: 115370 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:21,084-Speed 3309.34 samples/sec Loss 2.5058 LearningRate 0.0428 Epoch: 6 Global Step: 115380 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:24,197-Speed 3290.53 samples/sec Loss 2.4916 LearningRate 0.0428 Epoch: 6 Global Step: 115390 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:27,333-Speed 3327.63 samples/sec Loss 2.5135 LearningRate 0.0428 Epoch: 6 Global Step: 115400 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:30,398-Speed 3341.82 samples/sec Loss 2.5600 LearningRate 0.0428 Epoch: 6 Global Step: 115410 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:33,472-Speed 3332.17 samples/sec Loss 2.5098 LearningRate 0.0428 Epoch: 6 Global Step: 115420 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:36,535-Speed 3343.43 samples/sec Loss 2.5325 LearningRate 0.0428 Epoch: 6 Global Step: 115430 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:39,603-Speed 3348.99 samples/sec Loss 2.6042 LearningRate 0.0428 Epoch: 6 Global Step: 115440 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:42,755-Speed 3249.28 samples/sec Loss 2.5495 LearningRate 0.0428 Epoch: 6 Global Step: 115450 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:45,869-Speed 3289.26 samples/sec Loss 2.5898 LearningRate 0.0428 Epoch: 6 Global Step: 115460 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:25:48,932-Speed 3344.01 samples/sec Loss 2.5287 LearningRate 0.0428 Epoch: 6 Global Step: 115470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:25:52,011-Speed 3331.79 samples/sec Loss 2.5329 LearningRate 0.0428 Epoch: 6 Global Step: 115480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:25:55,095-Speed 3321.46 samples/sec Loss 2.4342 LearningRate 0.0428 Epoch: 6 Global Step: 115490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:25:58,210-Speed 3325.35 samples/sec Loss 2.5322 LearningRate 0.0428 Epoch: 6 Global Step: 115500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:01,301-Speed 3312.86 samples/sec Loss 2.4756 LearningRate 0.0428 Epoch: 6 Global Step: 115510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:04,370-Speed 3338.17 samples/sec Loss 2.5685 LearningRate 0.0428 Epoch: 6 Global Step: 115520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:07,429-Speed 3348.13 samples/sec Loss 2.5642 LearningRate 0.0428 Epoch: 6 Global Step: 115530 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:10,498-Speed 3337.32 samples/sec Loss 2.4905 LearningRate 0.0428 Epoch: 6 Global Step: 115540 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:13,568-Speed 3336.35 samples/sec Loss 2.5094 LearningRate 0.0428 Epoch: 6 Global Step: 115550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:16,654-Speed 3318.54 samples/sec Loss 2.5100 LearningRate 0.0427 Epoch: 6 Global Step: 115560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:19,794-Speed 3262.86 samples/sec Loss 2.5109 LearningRate 0.0427 Epoch: 6 Global Step: 115570 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:22,900-Speed 3297.61 samples/sec Loss 2.4858 LearningRate 0.0427 Epoch: 6 Global Step: 115580 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:25,963-Speed 3345.20 samples/sec Loss 2.4357 LearningRate 0.0427 Epoch: 6 Global Step: 115590 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:29,024-Speed 3345.53 samples/sec Loss 2.4407 LearningRate 0.0427 Epoch: 6 Global Step: 115600 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:32,114-Speed 3314.90 samples/sec Loss 2.5346 LearningRate 0.0427 Epoch: 6 Global Step: 115610 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:26:35,160-Speed 3362.96 samples/sec Loss 2.5797 LearningRate 0.0427 Epoch: 6 Global Step: 115620 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:38,255-Speed 3327.01 samples/sec Loss 2.5221 LearningRate 0.0427 Epoch: 6 Global Step: 115630 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:41,320-Speed 3341.14 samples/sec Loss 2.5477 LearningRate 0.0427 Epoch: 6 Global Step: 115640 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:44,394-Speed 3332.39 samples/sec Loss 2.5533 LearningRate 0.0427 Epoch: 6 Global Step: 115650 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:47,455-Speed 3345.76 samples/sec Loss 2.5725 LearningRate 0.0427 Epoch: 6 Global Step: 115660 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:50,554-Speed 3331.82 samples/sec Loss 2.4821 LearningRate 0.0427 Epoch: 6 Global Step: 115670 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:53,788-Speed 3167.09 samples/sec Loss 2.4585 LearningRate 0.0427 Epoch: 6 Global Step: 115680 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:56,894-Speed 3312.52 samples/sec Loss 2.5546 LearningRate 0.0427 Epoch: 6 Global Step: 115690 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:26:59,971-Speed 3329.52 samples/sec Loss 2.5585 LearningRate 0.0427 Epoch: 6 Global Step: 115700 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:27:03,037-Speed 3340.38 samples/sec Loss 2.5045 LearningRate 0.0427 Epoch: 6 Global Step: 115710 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:27:06,101-Speed 3342.31 samples/sec Loss 2.6275 LearningRate 0.0427 Epoch: 6 Global Step: 115720 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:09,164-Speed 3349.82 samples/sec Loss 2.4858 LearningRate 0.0427 Epoch: 6 Global Step: 115730 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:12,223-Speed 3349.01 samples/sec Loss 2.4898 LearningRate 0.0427 Epoch: 6 Global Step: 115740 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:15,284-Speed 3345.79 samples/sec Loss 2.5489 LearningRate 0.0427 Epoch: 6 Global Step: 115750 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:18,356-Speed 3333.94 samples/sec Loss 2.5652 LearningRate 0.0427 Epoch: 6 Global Step: 115760 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:21,439-Speed 3327.41 samples/sec Loss 2.5613 LearningRate 0.0427 Epoch: 6 Global Step: 115770 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:24,504-Speed 3342.19 samples/sec Loss 2.5286 LearningRate 0.0427 Epoch: 6 Global Step: 115780 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:27,577-Speed 3336.00 samples/sec Loss 2.5496 LearningRate 0.0427 Epoch: 6 Global Step: 115790 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:30,657-Speed 3324.80 samples/sec Loss 2.5884 LearningRate 0.0427 Epoch: 6 Global Step: 115800 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:33,719-Speed 3344.68 samples/sec Loss 2.5541 LearningRate 0.0427 Epoch: 6 Global Step: 115810 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:27:36,812-Speed 3312.04 samples/sec Loss 2.5038 LearningRate 0.0426 Epoch: 6 Global Step: 115820 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:27:39,912-Speed 3334.26 samples/sec Loss 2.4920 LearningRate 0.0426 Epoch: 6 Global Step: 115830 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:27:43,008-Speed 3308.70 samples/sec Loss 2.5011 LearningRate 0.0426 Epoch: 6 Global Step: 115840 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:27:46,075-Speed 3339.01 samples/sec Loss 2.4781 LearningRate 0.0426 Epoch: 6 Global Step: 115850 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:27:49,153-Speed 3328.49 samples/sec Loss 2.4964 LearningRate 0.0426 Epoch: 6 Global Step: 115860 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:27:52,222-Speed 3337.16 samples/sec Loss 2.5387 LearningRate 0.0426 Epoch: 6 Global Step: 115870 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:27:55,298-Speed 3329.93 samples/sec Loss 2.5174 LearningRate 0.0426 Epoch: 6 Global Step: 115880 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:27:58,381-Speed 3322.35 samples/sec Loss 2.5214 LearningRate 0.0426 Epoch: 6 Global Step: 115890 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:01,451-Speed 3335.99 samples/sec Loss 2.5270 LearningRate 0.0426 Epoch: 6 Global Step: 115900 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:04,514-Speed 3344.79 samples/sec Loss 2.4996 LearningRate 0.0426 Epoch: 6 Global Step: 115910 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:07,578-Speed 3342.37 samples/sec Loss 2.5796 LearningRate 0.0426 Epoch: 6 Global Step: 115920 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:28:10,634-Speed 3355.35 samples/sec Loss 2.5523 LearningRate 0.0426 Epoch: 6 Global Step: 115930 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:13,714-Speed 3326.05 samples/sec Loss 2.5750 LearningRate 0.0426 Epoch: 6 Global Step: 115940 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:16,839-Speed 3277.81 samples/sec Loss 2.4701 LearningRate 0.0426 Epoch: 6 Global Step: 115950 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:19,922-Speed 3343.43 samples/sec Loss 2.5143 LearningRate 0.0426 Epoch: 6 Global Step: 115960 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:23,000-Speed 3327.42 samples/sec Loss 2.5351 LearningRate 0.0426 Epoch: 6 Global Step: 115970 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:26,139-Speed 3330.99 samples/sec Loss 2.5533 LearningRate 0.0426 Epoch: 6 Global Step: 115980 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:29,286-Speed 3254.97 samples/sec Loss 2.6011 LearningRate 0.0426 Epoch: 6 Global Step: 115990 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:28:32,430-Speed 3256.71 samples/sec Loss 2.4954 LearningRate 0.0426 Epoch: 6 Global Step: 116000 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:29:16,522-[lfw][116000]XNorm: 21.918602 Training: 2022-04-11 11:29:16,523-[lfw][116000]Accuracy-Flip: 0.99783+-0.00279 Training: 2022-04-11 11:29:16,523-[lfw][116000]Accuracy-Highest: 0.99817 Training: 2022-04-11 11:30:07,625-[cfp_fp][116000]XNorm: 21.183093 Training: 2022-04-11 11:30:07,625-[cfp_fp][116000]Accuracy-Flip: 0.98471+-0.00470 Training: 2022-04-11 11:30:07,626-[cfp_fp][116000]Accuracy-Highest: 0.98643 Training: 2022-04-11 11:30:51,449-[agedb_30][116000]XNorm: 22.530877 Training: 2022-04-11 11:30:51,449-[agedb_30][116000]Accuracy-Flip: 0.98267+-0.00680 Training: 2022-04-11 11:30:51,450-[agedb_30][116000]Accuracy-Highest: 0.98317 Training: 2022-04-11 11:30:54,522-Speed 72.07 samples/sec Loss 2.6035 LearningRate 0.0426 Epoch: 6 Global Step: 116010 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:30:57,582-Speed 3347.12 samples/sec Loss 2.5538 LearningRate 0.0426 Epoch: 6 Global Step: 116020 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:00,672-Speed 3314.43 samples/sec Loss 2.5318 LearningRate 0.0426 Epoch: 6 Global Step: 116030 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:03,735-Speed 3345.03 samples/sec Loss 2.5618 LearningRate 0.0426 Epoch: 6 Global Step: 116040 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:06,787-Speed 3355.20 samples/sec Loss 2.5832 LearningRate 0.0426 Epoch: 6 Global Step: 116050 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:09,844-Speed 3351.14 samples/sec Loss 2.5205 LearningRate 0.0426 Epoch: 6 Global Step: 116060 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:12,909-Speed 3341.55 samples/sec Loss 2.5636 LearningRate 0.0425 Epoch: 6 Global Step: 116070 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:15,985-Speed 3329.85 samples/sec Loss 2.5531 LearningRate 0.0425 Epoch: 6 Global Step: 116080 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:19,075-Speed 3313.79 samples/sec Loss 2.5496 LearningRate 0.0425 Epoch: 6 Global Step: 116090 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:22,138-Speed 3345.13 samples/sec Loss 2.5615 LearningRate 0.0425 Epoch: 6 Global Step: 116100 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:25,225-Speed 3317.77 samples/sec Loss 2.5396 LearningRate 0.0425 Epoch: 6 Global Step: 116110 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:28,282-Speed 3350.88 samples/sec Loss 2.5114 LearningRate 0.0425 Epoch: 6 Global Step: 116120 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:31,338-Speed 3351.32 samples/sec Loss 2.5022 LearningRate 0.0425 Epoch: 6 Global Step: 116130 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:34,397-Speed 3348.47 samples/sec Loss 2.5237 LearningRate 0.0425 Epoch: 6 Global Step: 116140 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:37,460-Speed 3343.83 samples/sec Loss 2.5485 LearningRate 0.0425 Epoch: 6 Global Step: 116150 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:40,523-Speed 3343.85 samples/sec Loss 2.4420 LearningRate 0.0425 Epoch: 6 Global Step: 116160 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:43,606-Speed 3321.54 samples/sec Loss 2.5612 LearningRate 0.0425 Epoch: 6 Global Step: 116170 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:46,681-Speed 3331.64 samples/sec Loss 2.5550 LearningRate 0.0425 Epoch: 6 Global Step: 116180 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:49,745-Speed 3343.12 samples/sec Loss 2.5002 LearningRate 0.0425 Epoch: 6 Global Step: 116190 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:52,888-Speed 3258.40 samples/sec Loss 2.5609 LearningRate 0.0425 Epoch: 6 Global Step: 116200 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:55,958-Speed 3337.07 samples/sec Loss 2.5413 LearningRate 0.0425 Epoch: 6 Global Step: 116210 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:31:59,024-Speed 3340.56 samples/sec Loss 2.4910 LearningRate 0.0425 Epoch: 6 Global Step: 116220 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:02,081-Speed 3350.56 samples/sec Loss 2.4935 LearningRate 0.0425 Epoch: 6 Global Step: 116230 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:05,146-Speed 3342.33 samples/sec Loss 2.4770 LearningRate 0.0425 Epoch: 6 Global Step: 116240 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:08,193-Speed 3361.52 samples/sec Loss 2.4302 LearningRate 0.0425 Epoch: 6 Global Step: 116250 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:11,266-Speed 3332.14 samples/sec Loss 2.5005 LearningRate 0.0425 Epoch: 6 Global Step: 116260 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:14,413-Speed 3254.74 samples/sec Loss 2.5152 LearningRate 0.0425 Epoch: 6 Global Step: 116270 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:17,490-Speed 3329.85 samples/sec Loss 2.5706 LearningRate 0.0425 Epoch: 6 Global Step: 116280 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:20,560-Speed 3335.96 samples/sec Loss 2.4968 LearningRate 0.0425 Epoch: 6 Global Step: 116290 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:23,622-Speed 3344.29 samples/sec Loss 2.5087 LearningRate 0.0425 Epoch: 6 Global Step: 116300 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:26,697-Speed 3331.49 samples/sec Loss 2.4680 LearningRate 0.0425 Epoch: 6 Global Step: 116310 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:29,766-Speed 3337.60 samples/sec Loss 2.4779 LearningRate 0.0425 Epoch: 6 Global Step: 116320 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:32,836-Speed 3335.78 samples/sec Loss 2.4631 LearningRate 0.0424 Epoch: 6 Global Step: 116330 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:35,910-Speed 3332.34 samples/sec Loss 2.4799 LearningRate 0.0424 Epoch: 6 Global Step: 116340 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:32:38,976-Speed 3340.89 samples/sec Loss 2.4549 LearningRate 0.0424 Epoch: 6 Global Step: 116350 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:42,036-Speed 3346.78 samples/sec Loss 2.5363 LearningRate 0.0424 Epoch: 6 Global Step: 116360 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:45,101-Speed 3341.66 samples/sec Loss 2.5373 LearningRate 0.0424 Epoch: 6 Global Step: 116370 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:48,169-Speed 3338.76 samples/sec Loss 2.5348 LearningRate 0.0424 Epoch: 6 Global Step: 116380 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:51,249-Speed 3325.30 samples/sec Loss 2.4565 LearningRate 0.0424 Epoch: 6 Global Step: 116390 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:54,321-Speed 3334.57 samples/sec Loss 2.5803 LearningRate 0.0424 Epoch: 6 Global Step: 116400 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:32:57,421-Speed 3304.02 samples/sec Loss 2.5203 LearningRate 0.0424 Epoch: 6 Global Step: 116410 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:00,503-Speed 3323.58 samples/sec Loss 2.5469 LearningRate 0.0424 Epoch: 6 Global Step: 116420 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:03,561-Speed 3349.04 samples/sec Loss 2.5581 LearningRate 0.0424 Epoch: 6 Global Step: 116430 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:06,635-Speed 3331.37 samples/sec Loss 2.4977 LearningRate 0.0424 Epoch: 6 Global Step: 116440 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:09,693-Speed 3349.91 samples/sec Loss 2.5181 LearningRate 0.0424 Epoch: 6 Global Step: 116450 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:12,754-Speed 3346.87 samples/sec Loss 2.4320 LearningRate 0.0424 Epoch: 6 Global Step: 116460 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:15,816-Speed 3344.15 samples/sec Loss 2.5495 LearningRate 0.0424 Epoch: 6 Global Step: 116470 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:18,892-Speed 3330.34 samples/sec Loss 2.5232 LearningRate 0.0424 Epoch: 6 Global Step: 116480 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:21,947-Speed 3352.22 samples/sec Loss 2.4656 LearningRate 0.0424 Epoch: 6 Global Step: 116490 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:25,073-Speed 3276.86 samples/sec Loss 2.4582 LearningRate 0.0424 Epoch: 6 Global Step: 116500 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:28,153-Speed 3325.67 samples/sec Loss 2.5752 LearningRate 0.0424 Epoch: 6 Global Step: 116510 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:31,248-Speed 3308.80 samples/sec Loss 2.5046 LearningRate 0.0424 Epoch: 6 Global Step: 116520 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:34,308-Speed 3347.87 samples/sec Loss 2.4926 LearningRate 0.0424 Epoch: 6 Global Step: 116530 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:37,375-Speed 3340.15 samples/sec Loss 2.5188 LearningRate 0.0424 Epoch: 6 Global Step: 116540 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:40,451-Speed 3329.35 samples/sec Loss 2.5901 LearningRate 0.0424 Epoch: 6 Global Step: 116550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:43,515-Speed 3342.85 samples/sec Loss 2.5339 LearningRate 0.0424 Epoch: 6 Global Step: 116560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:46,577-Speed 3345.64 samples/sec Loss 2.5044 LearningRate 0.0424 Epoch: 6 Global Step: 116570 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:49,646-Speed 3336.61 samples/sec Loss 2.4830 LearningRate 0.0424 Epoch: 6 Global Step: 116580 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:52,746-Speed 3303.97 samples/sec Loss 2.5687 LearningRate 0.0423 Epoch: 6 Global Step: 116590 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:33:55,804-Speed 3349.02 samples/sec Loss 2.6028 LearningRate 0.0423 Epoch: 6 Global Step: 116600 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:33:58,866-Speed 3345.72 samples/sec Loss 2.5775 LearningRate 0.0423 Epoch: 6 Global Step: 116610 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:01,955-Speed 3315.86 samples/sec Loss 2.5339 LearningRate 0.0423 Epoch: 6 Global Step: 116620 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:05,021-Speed 3340.32 samples/sec Loss 2.5642 LearningRate 0.0423 Epoch: 6 Global Step: 116630 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:08,096-Speed 3331.64 samples/sec Loss 2.4814 LearningRate 0.0423 Epoch: 6 Global Step: 116640 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:11,178-Speed 3322.76 samples/sec Loss 2.5422 LearningRate 0.0423 Epoch: 6 Global Step: 116650 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:14,256-Speed 3327.96 samples/sec Loss 2.5554 LearningRate 0.0423 Epoch: 6 Global Step: 116660 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:17,315-Speed 3348.28 samples/sec Loss 2.4578 LearningRate 0.0423 Epoch: 6 Global Step: 116670 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:20,382-Speed 3339.51 samples/sec Loss 2.5890 LearningRate 0.0423 Epoch: 6 Global Step: 116680 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:23,490-Speed 3295.16 samples/sec Loss 2.5532 LearningRate 0.0423 Epoch: 6 Global Step: 116690 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:34:26,576-Speed 3319.47 samples/sec Loss 2.5158 LearningRate 0.0423 Epoch: 6 Global Step: 116700 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:29,711-Speed 3266.79 samples/sec Loss 2.4823 LearningRate 0.0423 Epoch: 6 Global Step: 116710 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:32,790-Speed 3327.16 samples/sec Loss 2.4368 LearningRate 0.0423 Epoch: 6 Global Step: 116720 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:35,857-Speed 3339.28 samples/sec Loss 2.4335 LearningRate 0.0423 Epoch: 6 Global Step: 116730 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:38,917-Speed 3346.81 samples/sec Loss 2.4933 LearningRate 0.0423 Epoch: 6 Global Step: 116740 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:42,012-Speed 3310.22 samples/sec Loss 2.5111 LearningRate 0.0423 Epoch: 6 Global Step: 116750 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:45,072-Speed 3346.49 samples/sec Loss 2.5813 LearningRate 0.0423 Epoch: 6 Global Step: 116760 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:48,146-Speed 3331.96 samples/sec Loss 2.5251 LearningRate 0.0423 Epoch: 6 Global Step: 116770 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:51,205-Speed 3348.40 samples/sec Loss 2.5302 LearningRate 0.0423 Epoch: 6 Global Step: 116780 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:54,299-Speed 3309.77 samples/sec Loss 2.5501 LearningRate 0.0423 Epoch: 6 Global Step: 116790 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:34:57,375-Speed 3330.74 samples/sec Loss 2.5451 LearningRate 0.0423 Epoch: 6 Global Step: 116800 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:35:00,480-Speed 3298.68 samples/sec Loss 2.5083 LearningRate 0.0423 Epoch: 6 Global Step: 116810 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:03,549-Speed 3337.43 samples/sec Loss 2.5003 LearningRate 0.0423 Epoch: 6 Global Step: 116820 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:06,865-Speed 3088.58 samples/sec Loss 2.5293 LearningRate 0.0423 Epoch: 6 Global Step: 116830 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:38,349-Speed 325.26 samples/sec Loss 2.3027 LearningRate 0.0422 Epoch: 7 Global Step: 116840 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:42,165-Speed 2684.30 samples/sec Loss 2.0141 LearningRate 0.0422 Epoch: 7 Global Step: 116850 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:46,202-Speed 2537.26 samples/sec Loss 1.9981 LearningRate 0.0422 Epoch: 7 Global Step: 116860 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:49,280-Speed 3327.43 samples/sec Loss 1.9665 LearningRate 0.0422 Epoch: 7 Global Step: 116870 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:52,375-Speed 3309.73 samples/sec Loss 1.9888 LearningRate 0.0422 Epoch: 7 Global Step: 116880 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:55,510-Speed 3269.99 samples/sec Loss 1.9469 LearningRate 0.0422 Epoch: 7 Global Step: 116890 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:35:58,638-Speed 3273.78 samples/sec Loss 1.9443 LearningRate 0.0422 Epoch: 7 Global Step: 116900 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:01,720-Speed 3324.54 samples/sec Loss 1.9601 LearningRate 0.0422 Epoch: 7 Global Step: 116910 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:04,840-Speed 3283.24 samples/sec Loss 1.9170 LearningRate 0.0422 Epoch: 7 Global Step: 116920 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:07,963-Speed 3280.38 samples/sec Loss 1.9411 LearningRate 0.0422 Epoch: 7 Global Step: 116930 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:11,043-Speed 3325.32 samples/sec Loss 1.9593 LearningRate 0.0422 Epoch: 7 Global Step: 116940 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:14,165-Speed 3281.87 samples/sec Loss 1.9823 LearningRate 0.0422 Epoch: 7 Global Step: 116950 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:17,285-Speed 3284.02 samples/sec Loss 1.9460 LearningRate 0.0422 Epoch: 7 Global Step: 116960 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:20,458-Speed 3227.97 samples/sec Loss 1.8951 LearningRate 0.0422 Epoch: 7 Global Step: 116970 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:23,603-Speed 3257.53 samples/sec Loss 1.8981 LearningRate 0.0422 Epoch: 7 Global Step: 116980 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:27,467-Speed 2651.20 samples/sec Loss 1.9210 LearningRate 0.0422 Epoch: 7 Global Step: 116990 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:30,600-Speed 3270.22 samples/sec Loss 1.9467 LearningRate 0.0422 Epoch: 7 Global Step: 117000 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:33,722-Speed 3281.15 samples/sec Loss 1.9593 LearningRate 0.0422 Epoch: 7 Global Step: 117010 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:36,836-Speed 3289.56 samples/sec Loss 2.0148 LearningRate 0.0422 Epoch: 7 Global Step: 117020 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:36:39,971-Speed 3267.43 samples/sec Loss 1.9393 LearningRate 0.0422 Epoch: 7 Global Step: 117030 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:43,152-Speed 3220.61 samples/sec Loss 1.9350 LearningRate 0.0422 Epoch: 7 Global Step: 117040 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:46,234-Speed 3324.16 samples/sec Loss 1.9828 LearningRate 0.0422 Epoch: 7 Global Step: 117050 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:49,356-Speed 3281.14 samples/sec Loss 1.9688 LearningRate 0.0422 Epoch: 7 Global Step: 117060 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:52,525-Speed 3233.07 samples/sec Loss 1.9845 LearningRate 0.0422 Epoch: 7 Global Step: 117070 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:55,608-Speed 3322.82 samples/sec Loss 1.9095 LearningRate 0.0422 Epoch: 7 Global Step: 117080 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:36:58,776-Speed 3233.07 samples/sec Loss 1.9278 LearningRate 0.0422 Epoch: 7 Global Step: 117090 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:01,866-Speed 3315.96 samples/sec Loss 1.9602 LearningRate 0.0421 Epoch: 7 Global Step: 117100 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:04,944-Speed 3328.53 samples/sec Loss 1.9850 LearningRate 0.0421 Epoch: 7 Global Step: 117110 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:08,060-Speed 3288.09 samples/sec Loss 1.9757 LearningRate 0.0421 Epoch: 7 Global Step: 117120 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:11,142-Speed 3324.04 samples/sec Loss 1.9471 LearningRate 0.0421 Epoch: 7 Global Step: 117130 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:37:14,231-Speed 3315.63 samples/sec Loss 1.9530 LearningRate 0.0421 Epoch: 7 Global Step: 117140 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:17,331-Speed 3304.95 samples/sec Loss 1.9173 LearningRate 0.0421 Epoch: 7 Global Step: 117150 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:20,415-Speed 3322.44 samples/sec Loss 1.9828 LearningRate 0.0421 Epoch: 7 Global Step: 117160 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:23,531-Speed 3287.16 samples/sec Loss 1.9199 LearningRate 0.0421 Epoch: 7 Global Step: 117170 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:26,628-Speed 3307.31 samples/sec Loss 1.9630 LearningRate 0.0421 Epoch: 7 Global Step: 117180 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:29,704-Speed 3330.98 samples/sec Loss 1.9769 LearningRate 0.0421 Epoch: 7 Global Step: 117190 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:32,773-Speed 3336.79 samples/sec Loss 1.9334 LearningRate 0.0421 Epoch: 7 Global Step: 117200 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:35,899-Speed 3277.51 samples/sec Loss 1.9776 LearningRate 0.0421 Epoch: 7 Global Step: 117210 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:38,996-Speed 3307.89 samples/sec Loss 1.8948 LearningRate 0.0421 Epoch: 7 Global Step: 117220 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:42,101-Speed 3298.80 samples/sec Loss 1.9523 LearningRate 0.0421 Epoch: 7 Global Step: 117230 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:45,217-Speed 3287.85 samples/sec Loss 1.9928 LearningRate 0.0421 Epoch: 7 Global Step: 117240 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:37:48,384-Speed 3234.67 samples/sec Loss 1.9921 LearningRate 0.0421 Epoch: 7 Global Step: 117250 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:37:51,485-Speed 3303.96 samples/sec Loss 1.9781 LearningRate 0.0421 Epoch: 7 Global Step: 117260 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:54,623-Speed 3265.24 samples/sec Loss 1.9685 LearningRate 0.0421 Epoch: 7 Global Step: 117270 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:37:57,721-Speed 3307.08 samples/sec Loss 2.0007 LearningRate 0.0421 Epoch: 7 Global Step: 117280 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:00,796-Speed 3331.52 samples/sec Loss 1.9375 LearningRate 0.0421 Epoch: 7 Global Step: 117290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:03,949-Speed 3248.57 samples/sec Loss 1.9767 LearningRate 0.0421 Epoch: 7 Global Step: 117300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:07,049-Speed 3304.48 samples/sec Loss 2.0099 LearningRate 0.0421 Epoch: 7 Global Step: 117310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:10,181-Speed 3271.41 samples/sec Loss 1.9909 LearningRate 0.0421 Epoch: 7 Global Step: 117320 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:13,363-Speed 3219.53 samples/sec Loss 1.9237 LearningRate 0.0421 Epoch: 7 Global Step: 117330 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:16,475-Speed 3291.30 samples/sec Loss 1.9849 LearningRate 0.0421 Epoch: 7 Global Step: 117340 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:19,591-Speed 3287.45 samples/sec Loss 1.9646 LearningRate 0.0421 Epoch: 7 Global Step: 117350 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:22,686-Speed 3309.38 samples/sec Loss 1.9915 LearningRate 0.0420 Epoch: 7 Global Step: 117360 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:25,754-Speed 3340.09 samples/sec Loss 2.0831 LearningRate 0.0420 Epoch: 7 Global Step: 117370 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:28,835-Speed 3323.81 samples/sec Loss 2.0260 LearningRate 0.0420 Epoch: 7 Global Step: 117380 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:31,931-Speed 3309.45 samples/sec Loss 1.9667 LearningRate 0.0420 Epoch: 7 Global Step: 117390 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:35,020-Speed 3315.81 samples/sec Loss 2.0369 LearningRate 0.0420 Epoch: 7 Global Step: 117400 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:38,097-Speed 3329.70 samples/sec Loss 1.9594 LearningRate 0.0420 Epoch: 7 Global Step: 117410 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:41,167-Speed 3336.06 samples/sec Loss 2.0100 LearningRate 0.0420 Epoch: 7 Global Step: 117420 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:38:44,349-Speed 3220.24 samples/sec Loss 1.9555 LearningRate 0.0420 Epoch: 7 Global Step: 117430 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:47,489-Speed 3262.21 samples/sec Loss 2.0122 LearningRate 0.0420 Epoch: 7 Global Step: 117440 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:50,615-Speed 3277.08 samples/sec Loss 1.9630 LearningRate 0.0420 Epoch: 7 Global Step: 117450 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:53,741-Speed 3276.87 samples/sec Loss 1.9403 LearningRate 0.0420 Epoch: 7 Global Step: 117460 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:56,842-Speed 3302.85 samples/sec Loss 1.9403 LearningRate 0.0420 Epoch: 7 Global Step: 117470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:38:59,915-Speed 3334.10 samples/sec Loss 2.0136 LearningRate 0.0420 Epoch: 7 Global Step: 117480 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:02,996-Speed 3324.31 samples/sec Loss 1.9745 LearningRate 0.0420 Epoch: 7 Global Step: 117490 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:06,138-Speed 3260.75 samples/sec Loss 1.9701 LearningRate 0.0420 Epoch: 7 Global Step: 117500 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:09,246-Speed 3295.77 samples/sec Loss 2.0519 LearningRate 0.0420 Epoch: 7 Global Step: 117510 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:12,323-Speed 3329.12 samples/sec Loss 1.9820 LearningRate 0.0420 Epoch: 7 Global Step: 117520 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:15,409-Speed 3319.53 samples/sec Loss 2.0173 LearningRate 0.0420 Epoch: 7 Global Step: 117530 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:18,514-Speed 3300.62 samples/sec Loss 1.9943 LearningRate 0.0420 Epoch: 7 Global Step: 117540 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:21,616-Speed 3302.11 samples/sec Loss 2.0197 LearningRate 0.0420 Epoch: 7 Global Step: 117550 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:24,734-Speed 3284.73 samples/sec Loss 1.9816 LearningRate 0.0420 Epoch: 7 Global Step: 117560 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:27,884-Speed 3251.97 samples/sec Loss 1.9270 LearningRate 0.0420 Epoch: 7 Global Step: 117570 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:39:31,008-Speed 3279.62 samples/sec Loss 1.9538 LearningRate 0.0420 Epoch: 7 Global Step: 117580 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:34,103-Speed 3309.67 samples/sec Loss 2.0378 LearningRate 0.0420 Epoch: 7 Global Step: 117590 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:37,199-Speed 3309.10 samples/sec Loss 2.0686 LearningRate 0.0420 Epoch: 7 Global Step: 117600 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:40,284-Speed 3320.72 samples/sec Loss 1.9817 LearningRate 0.0419 Epoch: 7 Global Step: 117610 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:43,403-Speed 3284.47 samples/sec Loss 2.0003 LearningRate 0.0419 Epoch: 7 Global Step: 117620 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:46,475-Speed 3334.22 samples/sec Loss 1.9960 LearningRate 0.0419 Epoch: 7 Global Step: 117630 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:49,581-Speed 3298.59 samples/sec Loss 2.0263 LearningRate 0.0419 Epoch: 7 Global Step: 117640 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:52,665-Speed 3321.66 samples/sec Loss 1.9712 LearningRate 0.0419 Epoch: 7 Global Step: 117650 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:55,775-Speed 3294.97 samples/sec Loss 2.0394 LearningRate 0.0419 Epoch: 7 Global Step: 117660 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:39:58,893-Speed 3285.54 samples/sec Loss 2.0249 LearningRate 0.0419 Epoch: 7 Global Step: 117670 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:02,024-Speed 3271.47 samples/sec Loss 1.9961 LearningRate 0.0419 Epoch: 7 Global Step: 117680 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:05,180-Speed 3246.83 samples/sec Loss 1.9849 LearningRate 0.0419 Epoch: 7 Global Step: 117690 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:08,261-Speed 3325.82 samples/sec Loss 2.0450 LearningRate 0.0419 Epoch: 7 Global Step: 117700 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:11,366-Speed 3298.65 samples/sec Loss 2.0247 LearningRate 0.0419 Epoch: 7 Global Step: 117710 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:14,491-Speed 3278.03 samples/sec Loss 1.9936 LearningRate 0.0419 Epoch: 7 Global Step: 117720 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:17,621-Speed 3273.76 samples/sec Loss 2.0637 LearningRate 0.0419 Epoch: 7 Global Step: 117730 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:20,786-Speed 3235.39 samples/sec Loss 1.9959 LearningRate 0.0419 Epoch: 7 Global Step: 117740 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:23,886-Speed 3305.22 samples/sec Loss 2.0814 LearningRate 0.0419 Epoch: 7 Global Step: 117750 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:26,993-Speed 3296.79 samples/sec Loss 2.0422 LearningRate 0.0419 Epoch: 7 Global Step: 117760 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:30,067-Speed 3332.71 samples/sec Loss 1.9782 LearningRate 0.0419 Epoch: 7 Global Step: 117770 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:33,155-Speed 3317.24 samples/sec Loss 1.9961 LearningRate 0.0419 Epoch: 7 Global Step: 117780 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:40:36,283-Speed 3274.74 samples/sec Loss 1.9445 LearningRate 0.0419 Epoch: 7 Global Step: 117790 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:39,397-Speed 3289.90 samples/sec Loss 2.0698 LearningRate 0.0419 Epoch: 7 Global Step: 117800 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:42,475-Speed 3327.41 samples/sec Loss 2.0442 LearningRate 0.0419 Epoch: 7 Global Step: 117810 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:45,553-Speed 3328.57 samples/sec Loss 2.0247 LearningRate 0.0419 Epoch: 7 Global Step: 117820 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:48,654-Speed 3302.98 samples/sec Loss 2.0368 LearningRate 0.0419 Epoch: 7 Global Step: 117830 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:51,739-Speed 3320.03 samples/sec Loss 2.0761 LearningRate 0.0419 Epoch: 7 Global Step: 117840 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:54,879-Speed 3263.37 samples/sec Loss 2.0514 LearningRate 0.0419 Epoch: 7 Global Step: 117850 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:40:57,946-Speed 3339.04 samples/sec Loss 2.0274 LearningRate 0.0419 Epoch: 7 Global Step: 117860 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:01,029-Speed 3323.51 samples/sec Loss 2.1014 LearningRate 0.0418 Epoch: 7 Global Step: 117870 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:04,136-Speed 3296.25 samples/sec Loss 1.9863 LearningRate 0.0418 Epoch: 7 Global Step: 117880 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:07,208-Speed 3335.12 samples/sec Loss 2.0621 LearningRate 0.0418 Epoch: 7 Global Step: 117890 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:41:10,288-Speed 3325.34 samples/sec Loss 1.9837 LearningRate 0.0418 Epoch: 7 Global Step: 117900 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:13,380-Speed 3311.83 samples/sec Loss 2.0606 LearningRate 0.0418 Epoch: 7 Global Step: 117910 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:16,496-Speed 3287.01 samples/sec Loss 2.0778 LearningRate 0.0418 Epoch: 7 Global Step: 117920 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:19,586-Speed 3316.43 samples/sec Loss 2.0855 LearningRate 0.0418 Epoch: 7 Global Step: 117930 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:22,661-Speed 3331.16 samples/sec Loss 2.0499 LearningRate 0.0418 Epoch: 7 Global Step: 117940 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:25,743-Speed 3323.16 samples/sec Loss 2.0612 LearningRate 0.0418 Epoch: 7 Global Step: 117950 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:28,847-Speed 3300.56 samples/sec Loss 1.9815 LearningRate 0.0418 Epoch: 7 Global Step: 117960 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:31,935-Speed 3317.34 samples/sec Loss 2.0140 LearningRate 0.0418 Epoch: 7 Global Step: 117970 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:35,012-Speed 3329.80 samples/sec Loss 2.0002 LearningRate 0.0418 Epoch: 7 Global Step: 117980 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:41:38,113-Speed 3302.91 samples/sec Loss 2.0279 LearningRate 0.0418 Epoch: 7 Global Step: 117990 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:41:41,187-Speed 3332.28 samples/sec Loss 1.9962 LearningRate 0.0418 Epoch: 7 Global Step: 118000 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:42:25,913-[lfw][118000]XNorm: 21.397800 Training: 2022-04-11 11:42:25,914-[lfw][118000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 11:42:25,914-[lfw][118000]Accuracy-Highest: 0.99817 Training: 2022-04-11 11:43:17,005-[cfp_fp][118000]XNorm: 20.749756 Training: 2022-04-11 11:43:17,006-[cfp_fp][118000]Accuracy-Flip: 0.98529+-0.00642 Training: 2022-04-11 11:43:17,007-[cfp_fp][118000]Accuracy-Highest: 0.98643 Training: 2022-04-11 11:44:00,937-[agedb_30][118000]XNorm: 21.849119 Training: 2022-04-11 11:44:00,938-[agedb_30][118000]Accuracy-Flip: 0.98133+-0.00737 Training: 2022-04-11 11:44:00,938-[agedb_30][118000]Accuracy-Highest: 0.98317 Training: 2022-04-11 11:44:04,039-Speed 71.68 samples/sec Loss 2.0547 LearningRate 0.0418 Epoch: 7 Global Step: 118010 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:07,093-Speed 3353.75 samples/sec Loss 2.0732 LearningRate 0.0418 Epoch: 7 Global Step: 118020 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:10,165-Speed 3335.36 samples/sec Loss 2.0541 LearningRate 0.0418 Epoch: 7 Global Step: 118030 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:13,216-Speed 3356.91 samples/sec Loss 1.9929 LearningRate 0.0418 Epoch: 7 Global Step: 118040 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:16,273-Speed 3349.81 samples/sec Loss 2.0743 LearningRate 0.0418 Epoch: 7 Global Step: 118050 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:19,421-Speed 3253.88 samples/sec Loss 2.0474 LearningRate 0.0418 Epoch: 7 Global Step: 118060 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:22,480-Speed 3349.59 samples/sec Loss 2.0536 LearningRate 0.0418 Epoch: 7 Global Step: 118070 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:25,538-Speed 3349.65 samples/sec Loss 2.0886 LearningRate 0.0418 Epoch: 7 Global Step: 118080 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:28,657-Speed 3284.65 samples/sec Loss 2.0614 LearningRate 0.0418 Epoch: 7 Global Step: 118090 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:44:31,752-Speed 3309.52 samples/sec Loss 2.0137 LearningRate 0.0418 Epoch: 7 Global Step: 118100 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:44:34,834-Speed 3322.53 samples/sec Loss 2.0231 LearningRate 0.0418 Epoch: 7 Global Step: 118110 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:44:37,961-Speed 3276.57 samples/sec Loss 2.0336 LearningRate 0.0418 Epoch: 7 Global Step: 118120 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:44:41,034-Speed 3333.38 samples/sec Loss 2.1014 LearningRate 0.0417 Epoch: 7 Global Step: 118130 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:44,123-Speed 3316.83 samples/sec Loss 2.0416 LearningRate 0.0417 Epoch: 7 Global Step: 118140 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:47,211-Speed 3316.33 samples/sec Loss 2.1024 LearningRate 0.0417 Epoch: 7 Global Step: 118150 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:50,285-Speed 3332.43 samples/sec Loss 2.0151 LearningRate 0.0417 Epoch: 7 Global Step: 118160 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:53,345-Speed 3347.02 samples/sec Loss 2.0559 LearningRate 0.0417 Epoch: 7 Global Step: 118170 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:56,434-Speed 3315.94 samples/sec Loss 2.1434 LearningRate 0.0417 Epoch: 7 Global Step: 118180 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:44:59,509-Speed 3331.30 samples/sec Loss 2.0497 LearningRate 0.0417 Epoch: 7 Global Step: 118190 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:45:02,640-Speed 3271.91 samples/sec Loss 2.1001 LearningRate 0.0417 Epoch: 7 Global Step: 118200 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:45:05,746-Speed 3297.15 samples/sec Loss 2.0497 LearningRate 0.0417 Epoch: 7 Global Step: 118210 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:45:08,807-Speed 3346.43 samples/sec Loss 2.0369 LearningRate 0.0417 Epoch: 7 Global Step: 118220 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:45:11,881-Speed 3331.89 samples/sec Loss 2.0668 LearningRate 0.0417 Epoch: 7 Global Step: 118230 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:15,003-Speed 3280.75 samples/sec Loss 2.0465 LearningRate 0.0417 Epoch: 7 Global Step: 118240 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:18,110-Speed 3296.47 samples/sec Loss 2.0317 LearningRate 0.0417 Epoch: 7 Global Step: 118250 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:21,200-Speed 3315.04 samples/sec Loss 2.0339 LearningRate 0.0417 Epoch: 7 Global Step: 118260 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:24,312-Speed 3291.93 samples/sec Loss 2.0629 LearningRate 0.0417 Epoch: 7 Global Step: 118270 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:27,388-Speed 3329.61 samples/sec Loss 2.0656 LearningRate 0.0417 Epoch: 7 Global Step: 118280 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:30,449-Speed 3345.84 samples/sec Loss 2.0703 LearningRate 0.0417 Epoch: 7 Global Step: 118290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:33,541-Speed 3313.93 samples/sec Loss 2.0564 LearningRate 0.0417 Epoch: 7 Global Step: 118300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:36,616-Speed 3330.74 samples/sec Loss 2.0918 LearningRate 0.0417 Epoch: 7 Global Step: 118310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:39,686-Speed 3335.98 samples/sec Loss 2.0877 LearningRate 0.0417 Epoch: 7 Global Step: 118320 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:42,740-Speed 3353.42 samples/sec Loss 2.0977 LearningRate 0.0417 Epoch: 7 Global Step: 118330 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:45,891-Speed 3251.51 samples/sec Loss 2.1046 LearningRate 0.0417 Epoch: 7 Global Step: 118340 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:49,030-Speed 3263.02 samples/sec Loss 2.0864 LearningRate 0.0417 Epoch: 7 Global Step: 118350 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:52,129-Speed 3304.12 samples/sec Loss 2.1200 LearningRate 0.0417 Epoch: 7 Global Step: 118360 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:55,200-Speed 3335.38 samples/sec Loss 2.0694 LearningRate 0.0417 Epoch: 7 Global Step: 118370 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:45:58,270-Speed 3337.56 samples/sec Loss 2.0813 LearningRate 0.0417 Epoch: 7 Global Step: 118380 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:01,366-Speed 3308.28 samples/sec Loss 2.0382 LearningRate 0.0416 Epoch: 7 Global Step: 118390 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:04,444-Speed 3327.96 samples/sec Loss 2.0582 LearningRate 0.0416 Epoch: 7 Global Step: 118400 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:07,516-Speed 3334.03 samples/sec Loss 2.0729 LearningRate 0.0416 Epoch: 7 Global Step: 118410 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:10,591-Speed 3331.46 samples/sec Loss 2.0828 LearningRate 0.0416 Epoch: 7 Global Step: 118420 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:13,663-Speed 3334.03 samples/sec Loss 2.0821 LearningRate 0.0416 Epoch: 7 Global Step: 118430 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:16,771-Speed 3295.23 samples/sec Loss 2.1309 LearningRate 0.0416 Epoch: 7 Global Step: 118440 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:19,916-Speed 3256.65 samples/sec Loss 2.0370 LearningRate 0.0416 Epoch: 7 Global Step: 118450 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:22,992-Speed 3330.10 samples/sec Loss 2.0291 LearningRate 0.0416 Epoch: 7 Global Step: 118460 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:26,066-Speed 3332.08 samples/sec Loss 2.1091 LearningRate 0.0416 Epoch: 7 Global Step: 118470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:29,140-Speed 3331.80 samples/sec Loss 2.0812 LearningRate 0.0416 Epoch: 7 Global Step: 118480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:32,210-Speed 3336.74 samples/sec Loss 2.0652 LearningRate 0.0416 Epoch: 7 Global Step: 118490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:35,280-Speed 3335.53 samples/sec Loss 2.0295 LearningRate 0.0416 Epoch: 7 Global Step: 118500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:38,352-Speed 3334.96 samples/sec Loss 2.1087 LearningRate 0.0416 Epoch: 7 Global Step: 118510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:41,483-Speed 3271.54 samples/sec Loss 2.0630 LearningRate 0.0416 Epoch: 7 Global Step: 118520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:44,566-Speed 3322.66 samples/sec Loss 2.1335 LearningRate 0.0416 Epoch: 7 Global Step: 118530 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:46:47,674-Speed 3295.67 samples/sec Loss 2.0688 LearningRate 0.0416 Epoch: 7 Global Step: 118540 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:50,746-Speed 3333.84 samples/sec Loss 2.0042 LearningRate 0.0416 Epoch: 7 Global Step: 118550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:53,815-Speed 3337.25 samples/sec Loss 2.1294 LearningRate 0.0416 Epoch: 7 Global Step: 118560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:56,887-Speed 3334.90 samples/sec Loss 2.0809 LearningRate 0.0416 Epoch: 7 Global Step: 118570 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:46:59,943-Speed 3350.67 samples/sec Loss 2.1171 LearningRate 0.0416 Epoch: 7 Global Step: 118580 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:03,048-Speed 3298.63 samples/sec Loss 2.0995 LearningRate 0.0416 Epoch: 7 Global Step: 118590 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:06,217-Speed 3233.19 samples/sec Loss 2.0586 LearningRate 0.0416 Epoch: 7 Global Step: 118600 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:09,300-Speed 3322.90 samples/sec Loss 2.0818 LearningRate 0.0416 Epoch: 7 Global Step: 118610 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:12,372-Speed 3334.28 samples/sec Loss 2.0679 LearningRate 0.0416 Epoch: 7 Global Step: 118620 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:15,515-Speed 3258.86 samples/sec Loss 2.1037 LearningRate 0.0416 Epoch: 7 Global Step: 118630 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:18,599-Speed 3321.21 samples/sec Loss 2.0504 LearningRate 0.0416 Epoch: 7 Global Step: 118640 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:21,858-Speed 3142.12 samples/sec Loss 2.0040 LearningRate 0.0415 Epoch: 7 Global Step: 118650 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:24,972-Speed 3289.61 samples/sec Loss 2.1129 LearningRate 0.0415 Epoch: 7 Global Step: 118660 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:28,041-Speed 3337.94 samples/sec Loss 2.1142 LearningRate 0.0415 Epoch: 7 Global Step: 118670 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:31,240-Speed 3201.27 samples/sec Loss 2.0658 LearningRate 0.0415 Epoch: 7 Global Step: 118680 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:47:34,386-Speed 3256.24 samples/sec Loss 2.0250 LearningRate 0.0415 Epoch: 7 Global Step: 118690 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:47:37,487-Speed 3302.22 samples/sec Loss 2.0865 LearningRate 0.0415 Epoch: 7 Global Step: 118700 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:47:40,600-Speed 3291.27 samples/sec Loss 2.0798 LearningRate 0.0415 Epoch: 7 Global Step: 118710 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:47:43,717-Speed 3285.91 samples/sec Loss 2.1134 LearningRate 0.0415 Epoch: 7 Global Step: 118720 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:46,876-Speed 3242.10 samples/sec Loss 2.0970 LearningRate 0.0415 Epoch: 7 Global Step: 118730 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:50,096-Speed 3181.31 samples/sec Loss 2.0967 LearningRate 0.0415 Epoch: 7 Global Step: 118740 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:53,197-Speed 3303.18 samples/sec Loss 2.1385 LearningRate 0.0415 Epoch: 7 Global Step: 118750 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:56,269-Speed 3333.40 samples/sec Loss 2.1361 LearningRate 0.0415 Epoch: 7 Global Step: 118760 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:47:59,332-Speed 3344.31 samples/sec Loss 2.1271 LearningRate 0.0415 Epoch: 7 Global Step: 118770 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:02,405-Speed 3333.65 samples/sec Loss 2.0901 LearningRate 0.0415 Epoch: 7 Global Step: 118780 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:05,506-Speed 3302.62 samples/sec Loss 2.0668 LearningRate 0.0415 Epoch: 7 Global Step: 118790 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:08,576-Speed 3335.74 samples/sec Loss 2.1330 LearningRate 0.0415 Epoch: 7 Global Step: 118800 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:11,655-Speed 3326.54 samples/sec Loss 2.0952 LearningRate 0.0415 Epoch: 7 Global Step: 118810 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:14,734-Speed 3327.73 samples/sec Loss 2.1150 LearningRate 0.0415 Epoch: 7 Global Step: 118820 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:17,854-Speed 3282.76 samples/sec Loss 2.0822 LearningRate 0.0415 Epoch: 7 Global Step: 118830 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:20,932-Speed 3327.88 samples/sec Loss 2.0970 LearningRate 0.0415 Epoch: 7 Global Step: 118840 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:24,015-Speed 3322.26 samples/sec Loss 2.0849 LearningRate 0.0415 Epoch: 7 Global Step: 118850 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:27,088-Speed 3332.85 samples/sec Loss 2.0862 LearningRate 0.0415 Epoch: 7 Global Step: 118860 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:48:30,190-Speed 3301.40 samples/sec Loss 2.1563 LearningRate 0.0415 Epoch: 7 Global Step: 118870 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:33,286-Speed 3308.45 samples/sec Loss 2.1186 LearningRate 0.0415 Epoch: 7 Global Step: 118880 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:36,446-Speed 3241.39 samples/sec Loss 2.1718 LearningRate 0.0415 Epoch: 7 Global Step: 118890 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:39,517-Speed 3335.18 samples/sec Loss 2.1158 LearningRate 0.0415 Epoch: 7 Global Step: 118900 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:42,587-Speed 3336.42 samples/sec Loss 2.1317 LearningRate 0.0414 Epoch: 7 Global Step: 118910 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:45,665-Speed 3328.25 samples/sec Loss 2.1123 LearningRate 0.0414 Epoch: 7 Global Step: 118920 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:48,738-Speed 3332.97 samples/sec Loss 2.1038 LearningRate 0.0414 Epoch: 7 Global Step: 118930 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:51,839-Speed 3303.08 samples/sec Loss 2.1124 LearningRate 0.0414 Epoch: 7 Global Step: 118940 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:54,934-Speed 3310.04 samples/sec Loss 2.0808 LearningRate 0.0414 Epoch: 7 Global Step: 118950 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:48:58,072-Speed 3263.57 samples/sec Loss 2.0392 LearningRate 0.0414 Epoch: 7 Global Step: 118960 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:01,178-Speed 3297.66 samples/sec Loss 2.1637 LearningRate 0.0414 Epoch: 7 Global Step: 118970 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:04,258-Speed 3325.32 samples/sec Loss 2.0492 LearningRate 0.0414 Epoch: 7 Global Step: 118980 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:07,454-Speed 3205.42 samples/sec Loss 2.1249 LearningRate 0.0414 Epoch: 7 Global Step: 118990 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:10,611-Speed 3244.39 samples/sec Loss 2.0881 LearningRate 0.0414 Epoch: 7 Global Step: 119000 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:13,732-Speed 3282.53 samples/sec Loss 2.1558 LearningRate 0.0414 Epoch: 7 Global Step: 119010 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:16,897-Speed 3236.50 samples/sec Loss 2.1470 LearningRate 0.0414 Epoch: 7 Global Step: 119020 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:20,078-Speed 3219.53 samples/sec Loss 2.1930 LearningRate 0.0414 Epoch: 7 Global Step: 119030 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:23,180-Speed 3302.22 samples/sec Loss 2.1153 LearningRate 0.0414 Epoch: 7 Global Step: 119040 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:26,249-Speed 3337.71 samples/sec Loss 2.1332 LearningRate 0.0414 Epoch: 7 Global Step: 119050 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:29,316-Speed 3339.42 samples/sec Loss 2.1333 LearningRate 0.0414 Epoch: 7 Global Step: 119060 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:32,379-Speed 3343.45 samples/sec Loss 2.1524 LearningRate 0.0414 Epoch: 7 Global Step: 119070 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:35,451-Speed 3334.00 samples/sec Loss 2.1056 LearningRate 0.0414 Epoch: 7 Global Step: 119080 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:38,536-Speed 3320.61 samples/sec Loss 2.1962 LearningRate 0.0414 Epoch: 7 Global Step: 119090 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:41,645-Speed 3294.30 samples/sec Loss 2.1751 LearningRate 0.0414 Epoch: 7 Global Step: 119100 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:44,848-Speed 3198.01 samples/sec Loss 2.1141 LearningRate 0.0414 Epoch: 7 Global Step: 119110 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:49:47,927-Speed 3326.80 samples/sec Loss 2.1257 LearningRate 0.0414 Epoch: 7 Global Step: 119120 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:51,067-Speed 3261.80 samples/sec Loss 2.1882 LearningRate 0.0414 Epoch: 7 Global Step: 119130 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:54,158-Speed 3313.68 samples/sec Loss 2.1189 LearningRate 0.0414 Epoch: 7 Global Step: 119140 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:49:57,296-Speed 3264.79 samples/sec Loss 2.0430 LearningRate 0.0414 Epoch: 7 Global Step: 119150 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:00,366-Speed 3335.92 samples/sec Loss 2.0793 LearningRate 0.0414 Epoch: 7 Global Step: 119160 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:03,441-Speed 3330.74 samples/sec Loss 2.1635 LearningRate 0.0413 Epoch: 7 Global Step: 119170 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:06,521-Speed 3326.23 samples/sec Loss 2.1255 LearningRate 0.0413 Epoch: 7 Global Step: 119180 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:09,618-Speed 3306.41 samples/sec Loss 2.1206 LearningRate 0.0413 Epoch: 7 Global Step: 119190 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:12,700-Speed 3323.80 samples/sec Loss 2.1563 LearningRate 0.0413 Epoch: 7 Global Step: 119200 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:15,811-Speed 3292.69 samples/sec Loss 2.1503 LearningRate 0.0413 Epoch: 7 Global Step: 119210 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:18,867-Speed 3351.22 samples/sec Loss 2.1445 LearningRate 0.0413 Epoch: 7 Global Step: 119220 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:21,940-Speed 3333.37 samples/sec Loss 2.1199 LearningRate 0.0413 Epoch: 7 Global Step: 119230 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:25,010-Speed 3336.38 samples/sec Loss 2.1396 LearningRate 0.0413 Epoch: 7 Global Step: 119240 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:28,115-Speed 3298.91 samples/sec Loss 2.2230 LearningRate 0.0413 Epoch: 7 Global Step: 119250 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:31,185-Speed 3336.55 samples/sec Loss 2.1879 LearningRate 0.0413 Epoch: 7 Global Step: 119260 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:34,295-Speed 3292.79 samples/sec Loss 2.1190 LearningRate 0.0413 Epoch: 7 Global Step: 119270 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:37,387-Speed 3313.14 samples/sec Loss 2.1502 LearningRate 0.0413 Epoch: 7 Global Step: 119280 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:40,455-Speed 3339.16 samples/sec Loss 2.1365 LearningRate 0.0413 Epoch: 7 Global Step: 119290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:43,589-Speed 3267.38 samples/sec Loss 2.2032 LearningRate 0.0413 Epoch: 7 Global Step: 119300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:46,729-Speed 3262.06 samples/sec Loss 2.1740 LearningRate 0.0413 Epoch: 7 Global Step: 119310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:49,821-Speed 3312.94 samples/sec Loss 2.0978 LearningRate 0.0413 Epoch: 7 Global Step: 119320 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:50:52,957-Speed 3266.68 samples/sec Loss 2.1732 LearningRate 0.0413 Epoch: 7 Global Step: 119330 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:50:56,065-Speed 3295.70 samples/sec Loss 2.1268 LearningRate 0.0413 Epoch: 7 Global Step: 119340 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:50:59,177-Speed 3291.76 samples/sec Loss 2.1926 LearningRate 0.0413 Epoch: 7 Global Step: 119350 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:02,319-Speed 3259.68 samples/sec Loss 2.1524 LearningRate 0.0413 Epoch: 7 Global Step: 119360 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:05,459-Speed 3261.46 samples/sec Loss 2.1430 LearningRate 0.0413 Epoch: 7 Global Step: 119370 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:08,558-Speed 3306.61 samples/sec Loss 2.1002 LearningRate 0.0413 Epoch: 7 Global Step: 119380 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:11,658-Speed 3304.24 samples/sec Loss 2.1342 LearningRate 0.0413 Epoch: 7 Global Step: 119390 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:14,763-Speed 3298.54 samples/sec Loss 2.1021 LearningRate 0.0413 Epoch: 7 Global Step: 119400 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:17,834-Speed 3334.85 samples/sec Loss 2.1555 LearningRate 0.0413 Epoch: 7 Global Step: 119410 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:20,976-Speed 3260.11 samples/sec Loss 2.1802 LearningRate 0.0413 Epoch: 7 Global Step: 119420 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:24,042-Speed 3340.89 samples/sec Loss 2.1628 LearningRate 0.0412 Epoch: 7 Global Step: 119430 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:51:27,119-Speed 3328.83 samples/sec Loss 2.1710 LearningRate 0.0412 Epoch: 7 Global Step: 119440 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:30,190-Speed 3334.17 samples/sec Loss 2.2290 LearningRate 0.0412 Epoch: 7 Global Step: 119450 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:33,338-Speed 3253.42 samples/sec Loss 2.2006 LearningRate 0.0412 Epoch: 7 Global Step: 119460 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:36,506-Speed 3234.34 samples/sec Loss 2.2041 LearningRate 0.0412 Epoch: 7 Global Step: 119470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:39,746-Speed 3160.90 samples/sec Loss 2.0922 LearningRate 0.0412 Epoch: 7 Global Step: 119480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:43,002-Speed 3145.11 samples/sec Loss 2.1126 LearningRate 0.0412 Epoch: 7 Global Step: 119490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:46,068-Speed 3340.91 samples/sec Loss 2.1254 LearningRate 0.0412 Epoch: 7 Global Step: 119500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:49,143-Speed 3331.20 samples/sec Loss 2.1481 LearningRate 0.0412 Epoch: 7 Global Step: 119510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:52,258-Speed 3288.04 samples/sec Loss 2.2025 LearningRate 0.0412 Epoch: 7 Global Step: 119520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:55,332-Speed 3332.48 samples/sec Loss 2.1051 LearningRate 0.0412 Epoch: 7 Global Step: 119530 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:51:58,405-Speed 3332.94 samples/sec Loss 2.1704 LearningRate 0.0412 Epoch: 7 Global Step: 119540 Fp16 Grad Scale: 262144 Required: 23 hours Training: 2022-04-11 11:52:01,467-Speed 3344.51 samples/sec Loss 2.1363 LearningRate 0.0412 Epoch: 7 Global Step: 119550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:52:04,553-Speed 3318.98 samples/sec Loss 2.1629 LearningRate 0.0412 Epoch: 7 Global Step: 119560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:52:07,651-Speed 3306.88 samples/sec Loss 2.1825 LearningRate 0.0412 Epoch: 7 Global Step: 119570 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:52:10,694-Speed 3366.12 samples/sec Loss 2.1114 LearningRate 0.0412 Epoch: 7 Global Step: 119580 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:13,763-Speed 3337.02 samples/sec Loss 2.0916 LearningRate 0.0412 Epoch: 7 Global Step: 119590 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:16,830-Speed 3339.74 samples/sec Loss 2.1139 LearningRate 0.0412 Epoch: 7 Global Step: 119600 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:19,917-Speed 3318.45 samples/sec Loss 2.1318 LearningRate 0.0412 Epoch: 7 Global Step: 119610 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:22,996-Speed 3325.88 samples/sec Loss 2.1309 LearningRate 0.0412 Epoch: 7 Global Step: 119620 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:26,061-Speed 3342.04 samples/sec Loss 2.1107 LearningRate 0.0412 Epoch: 7 Global Step: 119630 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:29,131-Speed 3336.82 samples/sec Loss 2.2214 LearningRate 0.0412 Epoch: 7 Global Step: 119640 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:32,258-Speed 3275.45 samples/sec Loss 2.1724 LearningRate 0.0412 Epoch: 7 Global Step: 119650 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:35,351-Speed 3311.33 samples/sec Loss 2.1843 LearningRate 0.0412 Epoch: 7 Global Step: 119660 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:38,440-Speed 3316.09 samples/sec Loss 2.1992 LearningRate 0.0412 Epoch: 7 Global Step: 119670 Fp16 Grad Scale: 32768 Required: 23 hours Training: 2022-04-11 11:52:41,558-Speed 3285.73 samples/sec Loss 2.1893 LearningRate 0.0412 Epoch: 7 Global Step: 119680 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:52:44,751-Speed 3206.87 samples/sec Loss 2.1748 LearningRate 0.0411 Epoch: 7 Global Step: 119690 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:52:47,819-Speed 3338.85 samples/sec Loss 2.2328 LearningRate 0.0411 Epoch: 7 Global Step: 119700 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:52:50,892-Speed 3333.08 samples/sec Loss 2.2386 LearningRate 0.0411 Epoch: 7 Global Step: 119710 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:52:53,971-Speed 3327.48 samples/sec Loss 2.1069 LearningRate 0.0411 Epoch: 7 Global Step: 119720 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:52:57,044-Speed 3333.10 samples/sec Loss 2.1108 LearningRate 0.0411 Epoch: 7 Global Step: 119730 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:00,113-Speed 3336.60 samples/sec Loss 2.1443 LearningRate 0.0411 Epoch: 7 Global Step: 119740 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:03,181-Speed 3338.31 samples/sec Loss 2.1478 LearningRate 0.0411 Epoch: 7 Global Step: 119750 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:06,284-Speed 3301.18 samples/sec Loss 2.1914 LearningRate 0.0411 Epoch: 7 Global Step: 119760 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:09,366-Speed 3323.68 samples/sec Loss 2.1802 LearningRate 0.0411 Epoch: 7 Global Step: 119770 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:12,439-Speed 3332.83 samples/sec Loss 2.1576 LearningRate 0.0411 Epoch: 7 Global Step: 119780 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:15,520-Speed 3325.10 samples/sec Loss 2.1454 LearningRate 0.0411 Epoch: 7 Global Step: 119790 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:18,594-Speed 3332.01 samples/sec Loss 2.1422 LearningRate 0.0411 Epoch: 7 Global Step: 119800 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:21,673-Speed 3326.76 samples/sec Loss 2.1978 LearningRate 0.0411 Epoch: 7 Global Step: 119810 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:24,740-Speed 3339.02 samples/sec Loss 2.1810 LearningRate 0.0411 Epoch: 7 Global Step: 119820 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:27,833-Speed 3311.80 samples/sec Loss 2.2185 LearningRate 0.0411 Epoch: 7 Global Step: 119830 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:30,908-Speed 3331.77 samples/sec Loss 2.1964 LearningRate 0.0411 Epoch: 7 Global Step: 119840 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:34,010-Speed 3301.34 samples/sec Loss 2.1051 LearningRate 0.0411 Epoch: 7 Global Step: 119850 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:37,091-Speed 3325.08 samples/sec Loss 2.1162 LearningRate 0.0411 Epoch: 7 Global Step: 119860 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:40,201-Speed 3293.38 samples/sec Loss 2.1745 LearningRate 0.0411 Epoch: 7 Global Step: 119870 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:43,261-Speed 3346.41 samples/sec Loss 2.2200 LearningRate 0.0411 Epoch: 7 Global Step: 119880 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:53:46,334-Speed 3333.89 samples/sec Loss 2.1684 LearningRate 0.0411 Epoch: 7 Global Step: 119890 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:49,413-Speed 3326.27 samples/sec Loss 2.1995 LearningRate 0.0411 Epoch: 7 Global Step: 119900 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:52,532-Speed 3283.93 samples/sec Loss 2.1467 LearningRate 0.0411 Epoch: 7 Global Step: 119910 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:55,642-Speed 3293.57 samples/sec Loss 2.1832 LearningRate 0.0411 Epoch: 7 Global Step: 119920 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:53:58,713-Speed 3335.40 samples/sec Loss 2.1769 LearningRate 0.0411 Epoch: 7 Global Step: 119930 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:54:01,782-Speed 3337.97 samples/sec Loss 2.1410 LearningRate 0.0411 Epoch: 7 Global Step: 119940 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:54:04,883-Speed 3302.95 samples/sec Loss 2.1991 LearningRate 0.0410 Epoch: 7 Global Step: 119950 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:54:07,956-Speed 3333.68 samples/sec Loss 2.1822 LearningRate 0.0410 Epoch: 7 Global Step: 119960 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:54:11,041-Speed 3320.07 samples/sec Loss 2.1524 LearningRate 0.0410 Epoch: 7 Global Step: 119970 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:54:14,128-Speed 3317.55 samples/sec Loss 2.1755 LearningRate 0.0410 Epoch: 7 Global Step: 119980 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:54:17,214-Speed 3319.65 samples/sec Loss 2.1764 LearningRate 0.0410 Epoch: 7 Global Step: 119990 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:54:20,333-Speed 3283.09 samples/sec Loss 2.1463 LearningRate 0.0410 Epoch: 7 Global Step: 120000 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:55:04,381-[lfw][120000]XNorm: 22.420710 Training: 2022-04-11 11:55:04,381-[lfw][120000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 11:55:04,382-[lfw][120000]Accuracy-Highest: 0.99817 Training: 2022-04-11 11:55:55,553-[cfp_fp][120000]XNorm: 21.888708 Training: 2022-04-11 11:55:55,554-[cfp_fp][120000]Accuracy-Flip: 0.98543+-0.00418 Training: 2022-04-11 11:55:55,554-[cfp_fp][120000]Accuracy-Highest: 0.98643 Training: 2022-04-11 11:56:39,578-[agedb_30][120000]XNorm: 23.310018 Training: 2022-04-11 11:56:39,579-[agedb_30][120000]Accuracy-Flip: 0.98267+-0.00659 Training: 2022-04-11 11:56:39,579-[agedb_30][120000]Accuracy-Highest: 0.98317 Training: 2022-04-11 11:56:42,682-Speed 71.94 samples/sec Loss 2.2355 LearningRate 0.0410 Epoch: 7 Global Step: 120010 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:56:45,780-Speed 3306.46 samples/sec Loss 2.1681 LearningRate 0.0410 Epoch: 7 Global Step: 120020 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:56:48,877-Speed 3306.60 samples/sec Loss 2.1966 LearningRate 0.0410 Epoch: 7 Global Step: 120030 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:56:51,945-Speed 3339.26 samples/sec Loss 2.1613 LearningRate 0.0410 Epoch: 7 Global Step: 120040 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:56:55,098-Speed 3248.13 samples/sec Loss 2.1959 LearningRate 0.0410 Epoch: 7 Global Step: 120050 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:56:58,227-Speed 3273.68 samples/sec Loss 2.2059 LearningRate 0.0410 Epoch: 7 Global Step: 120060 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:01,323-Speed 3308.77 samples/sec Loss 2.1706 LearningRate 0.0410 Epoch: 7 Global Step: 120070 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:04,398-Speed 3331.30 samples/sec Loss 2.0934 LearningRate 0.0410 Epoch: 7 Global Step: 120080 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:07,487-Speed 3315.60 samples/sec Loss 2.2192 LearningRate 0.0410 Epoch: 7 Global Step: 120090 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:10,550-Speed 3344.62 samples/sec Loss 2.1839 LearningRate 0.0410 Epoch: 7 Global Step: 120100 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:13,622-Speed 3334.73 samples/sec Loss 2.1204 LearningRate 0.0410 Epoch: 7 Global Step: 120110 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:16,713-Speed 3312.93 samples/sec Loss 2.2153 LearningRate 0.0410 Epoch: 7 Global Step: 120120 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:19,842-Speed 3273.34 samples/sec Loss 2.1296 LearningRate 0.0410 Epoch: 7 Global Step: 120130 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:22,941-Speed 3305.98 samples/sec Loss 2.1735 LearningRate 0.0410 Epoch: 7 Global Step: 120140 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:26,033-Speed 3312.38 samples/sec Loss 2.2062 LearningRate 0.0410 Epoch: 7 Global Step: 120150 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:29,102-Speed 3336.96 samples/sec Loss 2.2228 LearningRate 0.0410 Epoch: 7 Global Step: 120160 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:57:32,165-Speed 3343.50 samples/sec Loss 2.2407 LearningRate 0.0410 Epoch: 7 Global Step: 120170 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:35,237-Speed 3335.13 samples/sec Loss 2.1979 LearningRate 0.0410 Epoch: 7 Global Step: 120180 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:38,332-Speed 3309.07 samples/sec Loss 2.1303 LearningRate 0.0410 Epoch: 7 Global Step: 120190 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:41,437-Speed 3298.27 samples/sec Loss 2.1389 LearningRate 0.0410 Epoch: 7 Global Step: 120200 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:44,509-Speed 3334.40 samples/sec Loss 2.1443 LearningRate 0.0409 Epoch: 7 Global Step: 120210 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:47,609-Speed 3304.65 samples/sec Loss 2.2200 LearningRate 0.0409 Epoch: 7 Global Step: 120220 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:50,682-Speed 3332.50 samples/sec Loss 2.1575 LearningRate 0.0409 Epoch: 7 Global Step: 120230 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:53,756-Speed 3332.17 samples/sec Loss 2.1867 LearningRate 0.0409 Epoch: 7 Global Step: 120240 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:57:56,829-Speed 3332.97 samples/sec Loss 2.1923 LearningRate 0.0409 Epoch: 7 Global Step: 120250 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:00,003-Speed 3226.56 samples/sec Loss 2.1550 LearningRate 0.0409 Epoch: 7 Global Step: 120260 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:03,079-Speed 3329.64 samples/sec Loss 2.1779 LearningRate 0.0409 Epoch: 7 Global Step: 120270 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:06,158-Speed 3326.61 samples/sec Loss 2.2236 LearningRate 0.0409 Epoch: 7 Global Step: 120280 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:09,239-Speed 3324.34 samples/sec Loss 2.1760 LearningRate 0.0409 Epoch: 7 Global Step: 120290 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:12,352-Speed 3290.85 samples/sec Loss 2.1673 LearningRate 0.0409 Epoch: 7 Global Step: 120300 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:15,427-Speed 3330.34 samples/sec Loss 2.1677 LearningRate 0.0409 Epoch: 7 Global Step: 120310 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:18,565-Speed 3264.39 samples/sec Loss 2.1998 LearningRate 0.0409 Epoch: 7 Global Step: 120320 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:21,678-Speed 3289.94 samples/sec Loss 2.1923 LearningRate 0.0409 Epoch: 7 Global Step: 120330 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:24,807-Speed 3274.45 samples/sec Loss 2.1818 LearningRate 0.0409 Epoch: 7 Global Step: 120340 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:27,892-Speed 3320.50 samples/sec Loss 2.2363 LearningRate 0.0409 Epoch: 7 Global Step: 120350 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:58:30,990-Speed 3306.00 samples/sec Loss 2.2639 LearningRate 0.0409 Epoch: 7 Global Step: 120360 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:34,085-Speed 3309.23 samples/sec Loss 2.1322 LearningRate 0.0409 Epoch: 7 Global Step: 120370 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:37,217-Speed 3270.09 samples/sec Loss 2.2230 LearningRate 0.0409 Epoch: 7 Global Step: 120380 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:40,283-Speed 3340.73 samples/sec Loss 2.2644 LearningRate 0.0409 Epoch: 7 Global Step: 120390 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:43,353-Speed 3336.26 samples/sec Loss 2.2224 LearningRate 0.0409 Epoch: 7 Global Step: 120400 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:46,445-Speed 3313.12 samples/sec Loss 2.1894 LearningRate 0.0409 Epoch: 7 Global Step: 120410 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:49,519-Speed 3331.53 samples/sec Loss 2.2503 LearningRate 0.0409 Epoch: 7 Global Step: 120420 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:52,587-Speed 3339.15 samples/sec Loss 2.1138 LearningRate 0.0409 Epoch: 7 Global Step: 120430 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:55,651-Speed 3342.00 samples/sec Loss 2.2509 LearningRate 0.0409 Epoch: 7 Global Step: 120440 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:58:58,791-Speed 3262.51 samples/sec Loss 2.2344 LearningRate 0.0409 Epoch: 7 Global Step: 120450 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:59:01,863-Speed 3333.25 samples/sec Loss 2.1743 LearningRate 0.0409 Epoch: 7 Global Step: 120460 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:04,931-Speed 3338.79 samples/sec Loss 2.2196 LearningRate 0.0408 Epoch: 7 Global Step: 120470 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:08,007-Speed 3330.03 samples/sec Loss 2.1789 LearningRate 0.0408 Epoch: 7 Global Step: 120480 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:11,073-Speed 3341.61 samples/sec Loss 2.2321 LearningRate 0.0408 Epoch: 7 Global Step: 120490 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:14,132-Speed 3347.43 samples/sec Loss 2.2478 LearningRate 0.0408 Epoch: 7 Global Step: 120500 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:17,207-Speed 3331.16 samples/sec Loss 2.2070 LearningRate 0.0408 Epoch: 7 Global Step: 120510 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:20,274-Speed 3339.19 samples/sec Loss 2.1802 LearningRate 0.0408 Epoch: 7 Global Step: 120520 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:23,341-Speed 3339.88 samples/sec Loss 2.1554 LearningRate 0.0408 Epoch: 7 Global Step: 120530 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:26,433-Speed 3312.29 samples/sec Loss 2.2394 LearningRate 0.0408 Epoch: 7 Global Step: 120540 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:29,501-Speed 3338.70 samples/sec Loss 2.2908 LearningRate 0.0408 Epoch: 7 Global Step: 120550 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:32,577-Speed 3329.18 samples/sec Loss 2.2756 LearningRate 0.0408 Epoch: 7 Global Step: 120560 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:35,642-Speed 3342.70 samples/sec Loss 2.3035 LearningRate 0.0408 Epoch: 7 Global Step: 120570 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:38,703-Speed 3345.75 samples/sec Loss 2.2289 LearningRate 0.0408 Epoch: 7 Global Step: 120580 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 11:59:41,754-Speed 3356.84 samples/sec Loss 2.2027 LearningRate 0.0408 Epoch: 7 Global Step: 120590 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:59:44,862-Speed 3295.69 samples/sec Loss 2.1700 LearningRate 0.0408 Epoch: 7 Global Step: 120600 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:59:47,978-Speed 3287.62 samples/sec Loss 2.2028 LearningRate 0.0408 Epoch: 7 Global Step: 120610 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:59:51,055-Speed 3328.38 samples/sec Loss 2.2137 LearningRate 0.0408 Epoch: 7 Global Step: 120620 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:59:54,129-Speed 3332.34 samples/sec Loss 2.2723 LearningRate 0.0408 Epoch: 7 Global Step: 120630 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 11:59:57,227-Speed 3305.79 samples/sec Loss 2.2815 LearningRate 0.0408 Epoch: 7 Global Step: 120640 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 12:00:00,291-Speed 3343.21 samples/sec Loss 2.2467 LearningRate 0.0408 Epoch: 7 Global Step: 120650 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 12:00:03,389-Speed 3306.90 samples/sec Loss 2.2038 LearningRate 0.0408 Epoch: 7 Global Step: 120660 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 12:00:06,468-Speed 3326.29 samples/sec Loss 2.1680 LearningRate 0.0408 Epoch: 7 Global Step: 120670 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 12:00:09,575-Speed 3295.94 samples/sec Loss 2.2430 LearningRate 0.0408 Epoch: 7 Global Step: 120680 Fp16 Grad Scale: 65536 Required: 23 hours Training: 2022-04-11 12:00:12,671-Speed 3309.05 samples/sec Loss 2.2024 LearningRate 0.0408 Epoch: 7 Global Step: 120690 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:15,879-Speed 3192.93 samples/sec Loss 2.2211 LearningRate 0.0408 Epoch: 7 Global Step: 120700 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:18,970-Speed 3314.16 samples/sec Loss 2.1256 LearningRate 0.0408 Epoch: 7 Global Step: 120710 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:22,055-Speed 3319.59 samples/sec Loss 2.2096 LearningRate 0.0408 Epoch: 7 Global Step: 120720 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:25,250-Speed 3205.82 samples/sec Loss 2.2188 LearningRate 0.0407 Epoch: 7 Global Step: 120730 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:28,385-Speed 3267.87 samples/sec Loss 2.1637 LearningRate 0.0407 Epoch: 7 Global Step: 120740 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:31,632-Speed 3154.17 samples/sec Loss 2.1952 LearningRate 0.0407 Epoch: 7 Global Step: 120750 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:34,719-Speed 3317.76 samples/sec Loss 2.2103 LearningRate 0.0407 Epoch: 7 Global Step: 120760 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:37,825-Speed 3297.30 samples/sec Loss 2.2641 LearningRate 0.0407 Epoch: 7 Global Step: 120770 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:40,939-Speed 3289.93 samples/sec Loss 2.2542 LearningRate 0.0407 Epoch: 7 Global Step: 120780 Fp16 Grad Scale: 131072 Required: 23 hours Training: 2022-04-11 12:00:44,012-Speed 3333.25 samples/sec Loss 2.2198 LearningRate 0.0407 Epoch: 7 Global Step: 120790 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:00:47,199-Speed 3213.90 samples/sec Loss 2.1934 LearningRate 0.0407 Epoch: 7 Global Step: 120800 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:00:50,372-Speed 3228.42 samples/sec Loss 2.1836 LearningRate 0.0407 Epoch: 7 Global Step: 120810 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:00:53,444-Speed 3333.72 samples/sec Loss 2.2217 LearningRate 0.0407 Epoch: 7 Global Step: 120820 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:00:56,544-Speed 3304.78 samples/sec Loss 2.1951 LearningRate 0.0407 Epoch: 7 Global Step: 120830 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:00:59,619-Speed 3330.38 samples/sec Loss 2.2278 LearningRate 0.0407 Epoch: 7 Global Step: 120840 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:07,112-Speed 1366.92 samples/sec Loss 2.2123 LearningRate 0.0407 Epoch: 7 Global Step: 120850 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:10,271-Speed 3242.57 samples/sec Loss 2.2298 LearningRate 0.0407 Epoch: 7 Global Step: 120860 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:13,334-Speed 3343.32 samples/sec Loss 2.1792 LearningRate 0.0407 Epoch: 7 Global Step: 120870 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:16,424-Speed 3315.43 samples/sec Loss 2.2033 LearningRate 0.0407 Epoch: 7 Global Step: 120880 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:19,511-Speed 3317.76 samples/sec Loss 2.1956 LearningRate 0.0407 Epoch: 7 Global Step: 120890 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:22,580-Speed 3337.80 samples/sec Loss 2.2811 LearningRate 0.0407 Epoch: 7 Global Step: 120900 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:25,662-Speed 3322.75 samples/sec Loss 2.2256 LearningRate 0.0407 Epoch: 7 Global Step: 120910 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:28,738-Speed 3329.82 samples/sec Loss 2.1758 LearningRate 0.0407 Epoch: 7 Global Step: 120920 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:31,816-Speed 3327.92 samples/sec Loss 2.2624 LearningRate 0.0407 Epoch: 7 Global Step: 120930 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:34,937-Speed 3281.77 samples/sec Loss 2.2249 LearningRate 0.0407 Epoch: 7 Global Step: 120940 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:38,008-Speed 3335.14 samples/sec Loss 2.1295 LearningRate 0.0407 Epoch: 7 Global Step: 120950 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:41,089-Speed 3324.36 samples/sec Loss 2.1882 LearningRate 0.0407 Epoch: 7 Global Step: 120960 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:44,164-Speed 3330.64 samples/sec Loss 2.1976 LearningRate 0.0407 Epoch: 7 Global Step: 120970 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:47,237-Speed 3332.82 samples/sec Loss 2.2283 LearningRate 0.0407 Epoch: 7 Global Step: 120980 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:50,319-Speed 3323.92 samples/sec Loss 2.1925 LearningRate 0.0406 Epoch: 7 Global Step: 120990 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:53,422-Speed 3300.77 samples/sec Loss 2.2045 LearningRate 0.0406 Epoch: 7 Global Step: 121000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:01:56,497-Speed 3331.22 samples/sec Loss 2.2295 LearningRate 0.0406 Epoch: 7 Global Step: 121010 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:01:59,569-Speed 3333.28 samples/sec Loss 2.1592 LearningRate 0.0406 Epoch: 7 Global Step: 121020 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:02,645-Speed 3329.76 samples/sec Loss 2.2000 LearningRate 0.0406 Epoch: 7 Global Step: 121030 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:05,707-Speed 3345.43 samples/sec Loss 2.2004 LearningRate 0.0406 Epoch: 7 Global Step: 121040 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:08,807-Speed 3304.67 samples/sec Loss 2.2195 LearningRate 0.0406 Epoch: 7 Global Step: 121050 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:11,900-Speed 3311.30 samples/sec Loss 2.2384 LearningRate 0.0406 Epoch: 7 Global Step: 121060 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:14,992-Speed 3312.04 samples/sec Loss 2.1615 LearningRate 0.0406 Epoch: 7 Global Step: 121070 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:18,105-Speed 3290.35 samples/sec Loss 2.2096 LearningRate 0.0406 Epoch: 7 Global Step: 121080 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:21,206-Speed 3303.31 samples/sec Loss 2.2469 LearningRate 0.0406 Epoch: 7 Global Step: 121090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:24,318-Speed 3291.28 samples/sec Loss 2.2765 LearningRate 0.0406 Epoch: 7 Global Step: 121100 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:27,456-Speed 3263.74 samples/sec Loss 2.2495 LearningRate 0.0406 Epoch: 7 Global Step: 121110 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:30,593-Speed 3265.80 samples/sec Loss 2.2603 LearningRate 0.0406 Epoch: 7 Global Step: 121120 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:33,825-Speed 3168.38 samples/sec Loss 2.1895 LearningRate 0.0406 Epoch: 7 Global Step: 121130 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:37,085-Speed 3142.01 samples/sec Loss 2.2419 LearningRate 0.0406 Epoch: 7 Global Step: 121140 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:40,281-Speed 3204.80 samples/sec Loss 2.2394 LearningRate 0.0406 Epoch: 7 Global Step: 121150 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:43,366-Speed 3319.96 samples/sec Loss 2.2718 LearningRate 0.0406 Epoch: 7 Global Step: 121160 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:46,502-Speed 3267.37 samples/sec Loss 2.2062 LearningRate 0.0406 Epoch: 7 Global Step: 121170 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:49,626-Speed 3278.16 samples/sec Loss 2.2036 LearningRate 0.0406 Epoch: 7 Global Step: 121180 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:52,709-Speed 3322.74 samples/sec Loss 2.2450 LearningRate 0.0406 Epoch: 7 Global Step: 121190 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:02:55,786-Speed 3328.19 samples/sec Loss 2.2651 LearningRate 0.0406 Epoch: 7 Global Step: 121200 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:02:58,871-Speed 3320.43 samples/sec Loss 2.1943 LearningRate 0.0406 Epoch: 7 Global Step: 121210 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:02,069-Speed 3202.52 samples/sec Loss 2.2298 LearningRate 0.0406 Epoch: 7 Global Step: 121220 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:05,166-Speed 3307.96 samples/sec Loss 2.3138 LearningRate 0.0406 Epoch: 7 Global Step: 121230 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:08,263-Speed 3307.49 samples/sec Loss 2.2217 LearningRate 0.0406 Epoch: 7 Global Step: 121240 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:11,348-Speed 3319.91 samples/sec Loss 2.2619 LearningRate 0.0405 Epoch: 7 Global Step: 121250 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:14,427-Speed 3325.90 samples/sec Loss 2.2511 LearningRate 0.0405 Epoch: 7 Global Step: 121260 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:17,522-Speed 3309.96 samples/sec Loss 2.2439 LearningRate 0.0405 Epoch: 7 Global Step: 121270 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:20,629-Speed 3296.08 samples/sec Loss 2.2104 LearningRate 0.0405 Epoch: 7 Global Step: 121280 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:23,716-Speed 3318.21 samples/sec Loss 2.1377 LearningRate 0.0405 Epoch: 7 Global Step: 121290 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:26,808-Speed 3312.90 samples/sec Loss 2.1878 LearningRate 0.0405 Epoch: 7 Global Step: 121300 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:03:29,944-Speed 3265.46 samples/sec Loss 2.2092 LearningRate 0.0405 Epoch: 7 Global Step: 121310 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:03:33,108-Speed 3237.66 samples/sec Loss 2.3031 LearningRate 0.0405 Epoch: 7 Global Step: 121320 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:03:36,210-Speed 3301.56 samples/sec Loss 2.1897 LearningRate 0.0405 Epoch: 7 Global Step: 121330 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:03:39,328-Speed 3285.17 samples/sec Loss 2.2735 LearningRate 0.0405 Epoch: 7 Global Step: 121340 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:42,499-Speed 3229.89 samples/sec Loss 2.2674 LearningRate 0.0405 Epoch: 7 Global Step: 121350 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:45,777-Speed 3124.44 samples/sec Loss 2.2765 LearningRate 0.0405 Epoch: 7 Global Step: 121360 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:48,983-Speed 3194.85 samples/sec Loss 2.2484 LearningRate 0.0405 Epoch: 7 Global Step: 121370 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:52,143-Speed 3241.57 samples/sec Loss 2.2877 LearningRate 0.0405 Epoch: 7 Global Step: 121380 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:55,360-Speed 3184.40 samples/sec Loss 2.2856 LearningRate 0.0405 Epoch: 7 Global Step: 121390 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:03:58,525-Speed 3237.24 samples/sec Loss 2.2546 LearningRate 0.0405 Epoch: 7 Global Step: 121400 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:01,609-Speed 3320.82 samples/sec Loss 2.2951 LearningRate 0.0405 Epoch: 7 Global Step: 121410 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:04,765-Speed 3244.86 samples/sec Loss 2.2455 LearningRate 0.0405 Epoch: 7 Global Step: 121420 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:07,950-Speed 3216.09 samples/sec Loss 2.2042 LearningRate 0.0405 Epoch: 7 Global Step: 121430 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:11,047-Speed 3306.56 samples/sec Loss 2.2102 LearningRate 0.0405 Epoch: 7 Global Step: 121440 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:04:14,143-Speed 3309.17 samples/sec Loss 2.2420 LearningRate 0.0405 Epoch: 7 Global Step: 121450 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:04:17,237-Speed 3310.43 samples/sec Loss 2.2828 LearningRate 0.0405 Epoch: 7 Global Step: 121460 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:04:20,316-Speed 3326.20 samples/sec Loss 2.2271 LearningRate 0.0405 Epoch: 7 Global Step: 121470 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:04:23,402-Speed 3319.01 samples/sec Loss 2.2368 LearningRate 0.0405 Epoch: 7 Global Step: 121480 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:26,496-Speed 3311.08 samples/sec Loss 2.2216 LearningRate 0.0405 Epoch: 7 Global Step: 121490 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:29,580-Speed 3321.69 samples/sec Loss 2.2199 LearningRate 0.0405 Epoch: 7 Global Step: 121500 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:32,674-Speed 3310.25 samples/sec Loss 2.3130 LearningRate 0.0404 Epoch: 7 Global Step: 121510 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:35,759-Speed 3320.94 samples/sec Loss 2.2562 LearningRate 0.0404 Epoch: 7 Global Step: 121520 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:38,910-Speed 3249.61 samples/sec Loss 2.1975 LearningRate 0.0404 Epoch: 7 Global Step: 121530 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:42,022-Speed 3291.39 samples/sec Loss 2.2619 LearningRate 0.0404 Epoch: 7 Global Step: 121540 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:45,123-Speed 3303.78 samples/sec Loss 2.2793 LearningRate 0.0404 Epoch: 7 Global Step: 121550 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:48,220-Speed 3307.01 samples/sec Loss 2.2638 LearningRate 0.0404 Epoch: 7 Global Step: 121560 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:51,351-Speed 3270.77 samples/sec Loss 2.1903 LearningRate 0.0404 Epoch: 7 Global Step: 121570 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:04:54,448-Speed 3308.23 samples/sec Loss 2.2468 LearningRate 0.0404 Epoch: 7 Global Step: 121580 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:04:57,560-Speed 3290.57 samples/sec Loss 2.2461 LearningRate 0.0404 Epoch: 7 Global Step: 121590 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:00,708-Speed 3253.82 samples/sec Loss 2.2466 LearningRate 0.0404 Epoch: 7 Global Step: 121600 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:03,801-Speed 3312.30 samples/sec Loss 2.3055 LearningRate 0.0404 Epoch: 7 Global Step: 121610 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:06,882-Speed 3323.80 samples/sec Loss 2.2298 LearningRate 0.0404 Epoch: 7 Global Step: 121620 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:09,981-Speed 3305.26 samples/sec Loss 2.2313 LearningRate 0.0404 Epoch: 7 Global Step: 121630 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:13,135-Speed 3247.17 samples/sec Loss 2.2507 LearningRate 0.0404 Epoch: 7 Global Step: 121640 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:16,272-Speed 3265.53 samples/sec Loss 2.1988 LearningRate 0.0404 Epoch: 7 Global Step: 121650 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:19,435-Speed 3237.71 samples/sec Loss 2.2182 LearningRate 0.0404 Epoch: 7 Global Step: 121660 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:22,512-Speed 3328.68 samples/sec Loss 2.2674 LearningRate 0.0404 Epoch: 7 Global Step: 121670 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:25,604-Speed 3312.87 samples/sec Loss 2.2568 LearningRate 0.0404 Epoch: 7 Global Step: 121680 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:28,694-Speed 3314.42 samples/sec Loss 2.2336 LearningRate 0.0404 Epoch: 7 Global Step: 121690 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:31,790-Speed 3308.50 samples/sec Loss 2.2571 LearningRate 0.0404 Epoch: 7 Global Step: 121700 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:35,000-Speed 3190.75 samples/sec Loss 2.2621 LearningRate 0.0404 Epoch: 7 Global Step: 121710 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:38,220-Speed 3181.10 samples/sec Loss 2.1878 LearningRate 0.0404 Epoch: 7 Global Step: 121720 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:41,355-Speed 3268.35 samples/sec Loss 2.1689 LearningRate 0.0404 Epoch: 7 Global Step: 121730 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:44,458-Speed 3300.48 samples/sec Loss 2.2147 LearningRate 0.0404 Epoch: 7 Global Step: 121740 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:05:47,539-Speed 3324.62 samples/sec Loss 2.2855 LearningRate 0.0404 Epoch: 7 Global Step: 121750 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:50,624-Speed 3320.57 samples/sec Loss 2.2233 LearningRate 0.0404 Epoch: 7 Global Step: 121760 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:53,706-Speed 3322.68 samples/sec Loss 2.2543 LearningRate 0.0404 Epoch: 7 Global Step: 121770 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:56,799-Speed 3311.87 samples/sec Loss 2.2356 LearningRate 0.0403 Epoch: 7 Global Step: 121780 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:05:59,897-Speed 3305.78 samples/sec Loss 2.3011 LearningRate 0.0403 Epoch: 7 Global Step: 121790 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:02,984-Speed 3317.56 samples/sec Loss 2.2414 LearningRate 0.0403 Epoch: 7 Global Step: 121800 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:06,066-Speed 3324.14 samples/sec Loss 2.2607 LearningRate 0.0403 Epoch: 7 Global Step: 121810 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:09,155-Speed 3315.72 samples/sec Loss 2.2973 LearningRate 0.0403 Epoch: 7 Global Step: 121820 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:12,386-Speed 3169.96 samples/sec Loss 2.2692 LearningRate 0.0403 Epoch: 7 Global Step: 121830 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:15,562-Speed 3224.48 samples/sec Loss 2.2623 LearningRate 0.0403 Epoch: 7 Global Step: 121840 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:18,743-Speed 3220.33 samples/sec Loss 2.2161 LearningRate 0.0403 Epoch: 7 Global Step: 121850 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:21,871-Speed 3275.16 samples/sec Loss 2.2388 LearningRate 0.0403 Epoch: 7 Global Step: 121860 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:24,954-Speed 3322.56 samples/sec Loss 2.2942 LearningRate 0.0403 Epoch: 7 Global Step: 121870 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:28,086-Speed 3269.52 samples/sec Loss 2.3012 LearningRate 0.0403 Epoch: 7 Global Step: 121880 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:31,184-Speed 3306.45 samples/sec Loss 2.2468 LearningRate 0.0403 Epoch: 7 Global Step: 121890 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:34,340-Speed 3245.92 samples/sec Loss 2.2752 LearningRate 0.0403 Epoch: 7 Global Step: 121900 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:37,440-Speed 3304.55 samples/sec Loss 2.2375 LearningRate 0.0403 Epoch: 7 Global Step: 121910 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:40,535-Speed 3309.00 samples/sec Loss 2.2936 LearningRate 0.0403 Epoch: 7 Global Step: 121920 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:43,648-Speed 3290.21 samples/sec Loss 2.2456 LearningRate 0.0403 Epoch: 7 Global Step: 121930 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:46,764-Speed 3287.57 samples/sec Loss 2.2663 LearningRate 0.0403 Epoch: 7 Global Step: 121940 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:06:49,898-Speed 3267.56 samples/sec Loss 2.2870 LearningRate 0.0403 Epoch: 7 Global Step: 121950 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:06:52,957-Speed 3348.71 samples/sec Loss 2.2860 LearningRate 0.0403 Epoch: 7 Global Step: 121960 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:06:56,068-Speed 3292.83 samples/sec Loss 2.2369 LearningRate 0.0403 Epoch: 7 Global Step: 121970 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:06:59,349-Speed 3121.57 samples/sec Loss 2.2322 LearningRate 0.0403 Epoch: 7 Global Step: 121980 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:07:02,444-Speed 3309.53 samples/sec Loss 2.3153 LearningRate 0.0403 Epoch: 7 Global Step: 121990 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:07:05,534-Speed 3314.37 samples/sec Loss 2.2955 LearningRate 0.0403 Epoch: 7 Global Step: 122000 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:07:49,742-[lfw][122000]XNorm: 22.079913 Training: 2022-04-11 12:07:49,742-[lfw][122000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 12:07:49,743-[lfw][122000]Accuracy-Highest: 0.99817 Training: 2022-04-11 12:08:41,317-[cfp_fp][122000]XNorm: 21.984118 Training: 2022-04-11 12:08:41,318-[cfp_fp][122000]Accuracy-Flip: 0.98700+-0.00497 Training: 2022-04-11 12:08:41,318-[cfp_fp][122000]Accuracy-Highest: 0.98700 Training: 2022-04-11 12:09:25,798-[agedb_30][122000]XNorm: 22.676181 Training: 2022-04-11 12:09:25,799-[agedb_30][122000]Accuracy-Flip: 0.98283+-0.00775 Training: 2022-04-11 12:09:25,799-[agedb_30][122000]Accuracy-Highest: 0.98317 Training: 2022-04-11 12:09:28,923-Speed 71.41 samples/sec Loss 2.2825 LearningRate 0.0403 Epoch: 7 Global Step: 122010 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:09:32,007-Speed 3321.01 samples/sec Loss 2.2530 LearningRate 0.0403 Epoch: 7 Global Step: 122020 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:09:35,077-Speed 3337.00 samples/sec Loss 2.2263 LearningRate 0.0403 Epoch: 7 Global Step: 122030 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:09:38,173-Speed 3308.20 samples/sec Loss 2.2990 LearningRate 0.0402 Epoch: 7 Global Step: 122040 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:09:41,284-Speed 3291.90 samples/sec Loss 2.2676 LearningRate 0.0402 Epoch: 7 Global Step: 122050 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:09:44,431-Speed 3254.19 samples/sec Loss 2.1710 LearningRate 0.0402 Epoch: 7 Global Step: 122060 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:09:47,575-Speed 3258.39 samples/sec Loss 2.2790 LearningRate 0.0402 Epoch: 7 Global Step: 122070 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:09:50,712-Speed 3265.43 samples/sec Loss 2.3072 LearningRate 0.0402 Epoch: 7 Global Step: 122080 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:09:53,891-Speed 3221.64 samples/sec Loss 2.2684 LearningRate 0.0402 Epoch: 7 Global Step: 122090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:09:57,077-Speed 3215.08 samples/sec Loss 2.2706 LearningRate 0.0402 Epoch: 7 Global Step: 122100 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:00,162-Speed 3319.96 samples/sec Loss 2.2853 LearningRate 0.0402 Epoch: 7 Global Step: 122110 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:03,387-Speed 3176.21 samples/sec Loss 2.2272 LearningRate 0.0402 Epoch: 7 Global Step: 122120 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:06,636-Speed 3152.48 samples/sec Loss 2.2759 LearningRate 0.0402 Epoch: 7 Global Step: 122130 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:09,839-Speed 3197.77 samples/sec Loss 2.3044 LearningRate 0.0402 Epoch: 7 Global Step: 122140 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:13,009-Speed 3231.22 samples/sec Loss 2.2224 LearningRate 0.0402 Epoch: 7 Global Step: 122150 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:16,171-Speed 3238.76 samples/sec Loss 2.2382 LearningRate 0.0402 Epoch: 7 Global Step: 122160 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:19,288-Speed 3286.42 samples/sec Loss 2.2194 LearningRate 0.0402 Epoch: 7 Global Step: 122170 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:22,378-Speed 3315.89 samples/sec Loss 2.1965 LearningRate 0.0402 Epoch: 7 Global Step: 122180 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:10:25,455-Speed 3327.74 samples/sec Loss 2.2710 LearningRate 0.0402 Epoch: 7 Global Step: 122190 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:28,615-Speed 3241.53 samples/sec Loss 2.3133 LearningRate 0.0402 Epoch: 7 Global Step: 122200 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:31,798-Speed 3217.68 samples/sec Loss 2.2740 LearningRate 0.0402 Epoch: 7 Global Step: 122210 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:34,883-Speed 3320.67 samples/sec Loss 2.2900 LearningRate 0.0402 Epoch: 7 Global Step: 122220 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:38,036-Speed 3249.40 samples/sec Loss 2.2646 LearningRate 0.0402 Epoch: 7 Global Step: 122230 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:41,160-Speed 3279.13 samples/sec Loss 2.3026 LearningRate 0.0402 Epoch: 7 Global Step: 122240 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:44,284-Speed 3277.92 samples/sec Loss 2.3166 LearningRate 0.0402 Epoch: 7 Global Step: 122250 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:47,454-Speed 3231.23 samples/sec Loss 2.2323 LearningRate 0.0402 Epoch: 7 Global Step: 122260 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:50,551-Speed 3307.75 samples/sec Loss 2.2541 LearningRate 0.0402 Epoch: 7 Global Step: 122270 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:53,710-Speed 3242.15 samples/sec Loss 2.2231 LearningRate 0.0402 Epoch: 7 Global Step: 122280 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:10:56,915-Speed 3195.79 samples/sec Loss 2.2690 LearningRate 0.0402 Epoch: 7 Global Step: 122290 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:00,039-Speed 3278.66 samples/sec Loss 2.2622 LearningRate 0.0401 Epoch: 7 Global Step: 122300 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:03,136-Speed 3308.09 samples/sec Loss 2.2643 LearningRate 0.0401 Epoch: 7 Global Step: 122310 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:06,296-Speed 3240.74 samples/sec Loss 2.2900 LearningRate 0.0401 Epoch: 7 Global Step: 122320 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:09,413-Speed 3286.11 samples/sec Loss 2.2979 LearningRate 0.0401 Epoch: 7 Global Step: 122330 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:12,585-Speed 3228.55 samples/sec Loss 2.2863 LearningRate 0.0401 Epoch: 7 Global Step: 122340 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:15,779-Speed 3206.50 samples/sec Loss 2.2931 LearningRate 0.0401 Epoch: 7 Global Step: 122350 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:18,887-Speed 3296.32 samples/sec Loss 2.2935 LearningRate 0.0401 Epoch: 7 Global Step: 122360 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:22,068-Speed 3219.75 samples/sec Loss 2.3173 LearningRate 0.0401 Epoch: 7 Global Step: 122370 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:25,187-Speed 3283.96 samples/sec Loss 2.2462 LearningRate 0.0401 Epoch: 7 Global Step: 122380 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:28,365-Speed 3222.73 samples/sec Loss 2.2884 LearningRate 0.0401 Epoch: 7 Global Step: 122390 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:31,445-Speed 3325.32 samples/sec Loss 2.2894 LearningRate 0.0401 Epoch: 7 Global Step: 122400 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:34,526-Speed 3324.39 samples/sec Loss 2.2687 LearningRate 0.0401 Epoch: 7 Global Step: 122410 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:37,613-Speed 3318.57 samples/sec Loss 2.2535 LearningRate 0.0401 Epoch: 7 Global Step: 122420 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:11:40,693-Speed 3324.68 samples/sec Loss 2.3904 LearningRate 0.0401 Epoch: 7 Global Step: 122430 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:43,790-Speed 3308.14 samples/sec Loss 2.2486 LearningRate 0.0401 Epoch: 7 Global Step: 122440 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:46,886-Speed 3307.84 samples/sec Loss 2.2386 LearningRate 0.0401 Epoch: 7 Global Step: 122450 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:49,972-Speed 3319.45 samples/sec Loss 2.2600 LearningRate 0.0401 Epoch: 7 Global Step: 122460 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:53,055-Speed 3321.82 samples/sec Loss 2.2745 LearningRate 0.0401 Epoch: 7 Global Step: 122470 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:56,207-Speed 3249.63 samples/sec Loss 2.2605 LearningRate 0.0401 Epoch: 7 Global Step: 122480 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:11:59,333-Speed 3276.27 samples/sec Loss 2.2823 LearningRate 0.0401 Epoch: 7 Global Step: 122490 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:12:02,418-Speed 3320.70 samples/sec Loss 2.2538 LearningRate 0.0401 Epoch: 7 Global Step: 122500 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:12:05,510-Speed 3312.14 samples/sec Loss 2.2731 LearningRate 0.0401 Epoch: 7 Global Step: 122510 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:12:08,572-Speed 3345.56 samples/sec Loss 2.2335 LearningRate 0.0401 Epoch: 7 Global Step: 122520 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:11,645-Speed 3333.12 samples/sec Loss 2.3191 LearningRate 0.0401 Epoch: 7 Global Step: 122530 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:14,723-Speed 3327.33 samples/sec Loss 2.2386 LearningRate 0.0401 Epoch: 7 Global Step: 122540 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:17,802-Speed 3326.06 samples/sec Loss 2.3343 LearningRate 0.0401 Epoch: 7 Global Step: 122550 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:20,887-Speed 3320.15 samples/sec Loss 2.2659 LearningRate 0.0401 Epoch: 7 Global Step: 122560 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:23,988-Speed 3303.36 samples/sec Loss 2.2440 LearningRate 0.0400 Epoch: 7 Global Step: 122570 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:27,116-Speed 3274.17 samples/sec Loss 2.2515 LearningRate 0.0400 Epoch: 7 Global Step: 122580 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:30,210-Speed 3310.55 samples/sec Loss 2.3019 LearningRate 0.0400 Epoch: 7 Global Step: 122590 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:33,292-Speed 3323.33 samples/sec Loss 2.2210 LearningRate 0.0400 Epoch: 7 Global Step: 122600 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:36,384-Speed 3312.81 samples/sec Loss 2.3285 LearningRate 0.0400 Epoch: 7 Global Step: 122610 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:12:39,559-Speed 3226.55 samples/sec Loss 2.3110 LearningRate 0.0400 Epoch: 7 Global Step: 122620 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:12:42,690-Speed 3270.80 samples/sec Loss 2.2396 LearningRate 0.0400 Epoch: 7 Global Step: 122630 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:12:45,833-Speed 3258.73 samples/sec Loss 2.2738 LearningRate 0.0400 Epoch: 7 Global Step: 122640 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:12:48,941-Speed 3295.15 samples/sec Loss 2.3136 LearningRate 0.0400 Epoch: 7 Global Step: 122650 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:12:52,029-Speed 3317.02 samples/sec Loss 2.2267 LearningRate 0.0400 Epoch: 7 Global Step: 122660 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:12:55,134-Speed 3298.88 samples/sec Loss 2.3056 LearningRate 0.0400 Epoch: 7 Global Step: 122670 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:12:58,219-Speed 3319.60 samples/sec Loss 2.2786 LearningRate 0.0400 Epoch: 7 Global Step: 122680 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:13:01,310-Speed 3313.85 samples/sec Loss 2.3101 LearningRate 0.0400 Epoch: 7 Global Step: 122690 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:13:04,420-Speed 3294.02 samples/sec Loss 2.2698 LearningRate 0.0400 Epoch: 7 Global Step: 122700 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:13:07,554-Speed 3267.60 samples/sec Loss 2.2558 LearningRate 0.0400 Epoch: 7 Global Step: 122710 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:13:10,654-Speed 3304.09 samples/sec Loss 2.2380 LearningRate 0.0400 Epoch: 7 Global Step: 122720 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:13,740-Speed 3319.52 samples/sec Loss 2.3354 LearningRate 0.0400 Epoch: 7 Global Step: 122730 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:16,923-Speed 3217.38 samples/sec Loss 2.2415 LearningRate 0.0400 Epoch: 7 Global Step: 122740 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:20,143-Speed 3180.70 samples/sec Loss 2.3308 LearningRate 0.0400 Epoch: 7 Global Step: 122750 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:23,236-Speed 3311.47 samples/sec Loss 2.2393 LearningRate 0.0400 Epoch: 7 Global Step: 122760 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:26,391-Speed 3246.99 samples/sec Loss 2.2008 LearningRate 0.0400 Epoch: 7 Global Step: 122770 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:29,516-Speed 3277.43 samples/sec Loss 2.1880 LearningRate 0.0400 Epoch: 7 Global Step: 122780 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:32,625-Speed 3294.71 samples/sec Loss 2.3133 LearningRate 0.0400 Epoch: 7 Global Step: 122790 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:35,702-Speed 3328.77 samples/sec Loss 2.3143 LearningRate 0.0400 Epoch: 7 Global Step: 122800 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:38,860-Speed 3242.88 samples/sec Loss 2.2174 LearningRate 0.0400 Epoch: 7 Global Step: 122810 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:42,027-Speed 3233.85 samples/sec Loss 2.2260 LearningRate 0.0400 Epoch: 7 Global Step: 122820 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:13:45,183-Speed 3246.64 samples/sec Loss 2.2689 LearningRate 0.0399 Epoch: 7 Global Step: 122830 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:48,323-Speed 3261.94 samples/sec Loss 2.2233 LearningRate 0.0399 Epoch: 7 Global Step: 122840 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:51,467-Speed 3256.88 samples/sec Loss 2.3409 LearningRate 0.0399 Epoch: 7 Global Step: 122850 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:54,578-Speed 3292.80 samples/sec Loss 2.2889 LearningRate 0.0399 Epoch: 7 Global Step: 122860 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:13:57,681-Speed 3301.23 samples/sec Loss 2.3134 LearningRate 0.0399 Epoch: 7 Global Step: 122870 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:00,796-Speed 3288.28 samples/sec Loss 2.2591 LearningRate 0.0399 Epoch: 7 Global Step: 122880 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:04,047-Speed 3150.96 samples/sec Loss 2.2711 LearningRate 0.0399 Epoch: 7 Global Step: 122890 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:07,197-Speed 3251.59 samples/sec Loss 2.2648 LearningRate 0.0399 Epoch: 7 Global Step: 122900 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:10,311-Speed 3289.19 samples/sec Loss 2.3134 LearningRate 0.0399 Epoch: 7 Global Step: 122910 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:13,437-Speed 3277.04 samples/sec Loss 2.2371 LearningRate 0.0399 Epoch: 7 Global Step: 122920 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:16,531-Speed 3310.07 samples/sec Loss 2.3073 LearningRate 0.0399 Epoch: 7 Global Step: 122930 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:19,624-Speed 3311.50 samples/sec Loss 2.2692 LearningRate 0.0399 Epoch: 7 Global Step: 122940 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:22,707-Speed 3322.06 samples/sec Loss 2.2830 LearningRate 0.0399 Epoch: 7 Global Step: 122950 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:25,872-Speed 3235.71 samples/sec Loss 2.2388 LearningRate 0.0399 Epoch: 7 Global Step: 122960 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:28,997-Speed 3277.99 samples/sec Loss 2.2338 LearningRate 0.0399 Epoch: 7 Global Step: 122970 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:32,119-Speed 3280.88 samples/sec Loss 2.3191 LearningRate 0.0399 Epoch: 7 Global Step: 122980 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:35,241-Speed 3281.35 samples/sec Loss 2.2561 LearningRate 0.0399 Epoch: 7 Global Step: 122990 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:14:38,348-Speed 3296.47 samples/sec Loss 2.3488 LearningRate 0.0399 Epoch: 7 Global Step: 123000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:41,434-Speed 3318.68 samples/sec Loss 2.2760 LearningRate 0.0399 Epoch: 7 Global Step: 123010 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:44,636-Speed 3198.89 samples/sec Loss 2.2528 LearningRate 0.0399 Epoch: 7 Global Step: 123020 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:47,718-Speed 3322.77 samples/sec Loss 2.3211 LearningRate 0.0399 Epoch: 7 Global Step: 123030 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:50,800-Speed 3323.87 samples/sec Loss 2.3093 LearningRate 0.0399 Epoch: 7 Global Step: 123040 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:53,881-Speed 3324.26 samples/sec Loss 2.2811 LearningRate 0.0399 Epoch: 7 Global Step: 123050 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:14:56,997-Speed 3286.46 samples/sec Loss 2.2545 LearningRate 0.0399 Epoch: 7 Global Step: 123060 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:00,116-Speed 3284.16 samples/sec Loss 2.3159 LearningRate 0.0399 Epoch: 7 Global Step: 123070 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:03,215-Speed 3305.33 samples/sec Loss 2.3062 LearningRate 0.0399 Epoch: 7 Global Step: 123080 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:06,291-Speed 3329.89 samples/sec Loss 2.2810 LearningRate 0.0398 Epoch: 7 Global Step: 123090 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:09,358-Speed 3339.45 samples/sec Loss 2.3130 LearningRate 0.0398 Epoch: 7 Global Step: 123100 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:12,438-Speed 3325.74 samples/sec Loss 2.2982 LearningRate 0.0398 Epoch: 7 Global Step: 123110 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:15,512-Speed 3331.88 samples/sec Loss 2.2539 LearningRate 0.0398 Epoch: 7 Global Step: 123120 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:18,615-Speed 3300.44 samples/sec Loss 2.2322 LearningRate 0.0398 Epoch: 7 Global Step: 123130 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:21,723-Speed 3295.77 samples/sec Loss 2.2929 LearningRate 0.0398 Epoch: 7 Global Step: 123140 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:24,917-Speed 3206.91 samples/sec Loss 2.3267 LearningRate 0.0398 Epoch: 7 Global Step: 123150 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:28,046-Speed 3274.34 samples/sec Loss 2.3220 LearningRate 0.0398 Epoch: 7 Global Step: 123160 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:31,159-Speed 3289.81 samples/sec Loss 2.2567 LearningRate 0.0398 Epoch: 7 Global Step: 123170 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:34,305-Speed 3256.00 samples/sec Loss 2.2718 LearningRate 0.0398 Epoch: 7 Global Step: 123180 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:37,385-Speed 3325.01 samples/sec Loss 2.2090 LearningRate 0.0398 Epoch: 7 Global Step: 123190 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:40,469-Speed 3320.80 samples/sec Loss 2.2613 LearningRate 0.0398 Epoch: 7 Global Step: 123200 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:43,568-Speed 3305.68 samples/sec Loss 2.2650 LearningRate 0.0398 Epoch: 7 Global Step: 123210 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:15:46,674-Speed 3297.26 samples/sec Loss 2.2753 LearningRate 0.0398 Epoch: 7 Global Step: 123220 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:49,750-Speed 3329.58 samples/sec Loss 2.2887 LearningRate 0.0398 Epoch: 7 Global Step: 123230 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:52,866-Speed 3287.19 samples/sec Loss 2.2922 LearningRate 0.0398 Epoch: 7 Global Step: 123240 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:56,129-Speed 3139.69 samples/sec Loss 2.2939 LearningRate 0.0398 Epoch: 7 Global Step: 123250 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:15:59,250-Speed 3280.92 samples/sec Loss 2.2377 LearningRate 0.0398 Epoch: 7 Global Step: 123260 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:02,335-Speed 3320.29 samples/sec Loss 2.2739 LearningRate 0.0398 Epoch: 7 Global Step: 123270 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:05,431-Speed 3307.77 samples/sec Loss 2.2130 LearningRate 0.0398 Epoch: 7 Global Step: 123280 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:08,546-Speed 3288.76 samples/sec Loss 2.2664 LearningRate 0.0398 Epoch: 7 Global Step: 123290 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:11,753-Speed 3193.76 samples/sec Loss 2.2679 LearningRate 0.0398 Epoch: 7 Global Step: 123300 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:14,881-Speed 3275.09 samples/sec Loss 2.3468 LearningRate 0.0398 Epoch: 7 Global Step: 123310 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:17,958-Speed 3328.24 samples/sec Loss 2.2900 LearningRate 0.0398 Epoch: 7 Global Step: 123320 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:21,051-Speed 3312.16 samples/sec Loss 2.3070 LearningRate 0.0398 Epoch: 7 Global Step: 123330 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:24,284-Speed 3167.81 samples/sec Loss 2.3505 LearningRate 0.0398 Epoch: 7 Global Step: 123340 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:27,448-Speed 3237.97 samples/sec Loss 2.2453 LearningRate 0.0398 Epoch: 7 Global Step: 123350 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:30,547-Speed 3304.44 samples/sec Loss 2.2912 LearningRate 0.0397 Epoch: 7 Global Step: 123360 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:33,626-Speed 3326.59 samples/sec Loss 2.2693 LearningRate 0.0397 Epoch: 7 Global Step: 123370 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:36,705-Speed 3326.69 samples/sec Loss 2.3035 LearningRate 0.0397 Epoch: 7 Global Step: 123380 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:39,802-Speed 3307.82 samples/sec Loss 2.2494 LearningRate 0.0397 Epoch: 7 Global Step: 123390 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:42,881-Speed 3326.20 samples/sec Loss 2.3203 LearningRate 0.0397 Epoch: 7 Global Step: 123400 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:45,988-Speed 3296.80 samples/sec Loss 2.2922 LearningRate 0.0397 Epoch: 7 Global Step: 123410 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:49,123-Speed 3266.20 samples/sec Loss 2.3193 LearningRate 0.0397 Epoch: 7 Global Step: 123420 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:16:52,304-Speed 3220.89 samples/sec Loss 2.2405 LearningRate 0.0397 Epoch: 7 Global Step: 123430 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:16:55,434-Speed 3272.08 samples/sec Loss 2.2718 LearningRate 0.0397 Epoch: 7 Global Step: 123440 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:16:58,518-Speed 3321.83 samples/sec Loss 2.3298 LearningRate 0.0397 Epoch: 7 Global Step: 123450 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:01,620-Speed 3301.30 samples/sec Loss 2.2925 LearningRate 0.0397 Epoch: 7 Global Step: 123460 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:04,737-Speed 3286.22 samples/sec Loss 2.2894 LearningRate 0.0397 Epoch: 7 Global Step: 123470 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:07,928-Speed 3209.82 samples/sec Loss 2.2294 LearningRate 0.0397 Epoch: 7 Global Step: 123480 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:11,054-Speed 3276.02 samples/sec Loss 2.3017 LearningRate 0.0397 Epoch: 7 Global Step: 123490 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:14,152-Speed 3306.26 samples/sec Loss 2.3185 LearningRate 0.0397 Epoch: 7 Global Step: 123500 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:17,223-Speed 3336.03 samples/sec Loss 2.2939 LearningRate 0.0397 Epoch: 7 Global Step: 123510 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:20,303-Speed 3325.15 samples/sec Loss 2.2456 LearningRate 0.0397 Epoch: 7 Global Step: 123520 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:23,429-Speed 3276.29 samples/sec Loss 2.3345 LearningRate 0.0397 Epoch: 7 Global Step: 123530 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:26,537-Speed 3296.32 samples/sec Loss 2.2755 LearningRate 0.0397 Epoch: 7 Global Step: 123540 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:29,628-Speed 3312.46 samples/sec Loss 2.2286 LearningRate 0.0397 Epoch: 7 Global Step: 123550 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:32,709-Speed 3325.29 samples/sec Loss 2.2610 LearningRate 0.0397 Epoch: 7 Global Step: 123560 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:35,832-Speed 3278.82 samples/sec Loss 2.2544 LearningRate 0.0397 Epoch: 7 Global Step: 123570 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:38,907-Speed 3331.66 samples/sec Loss 2.3031 LearningRate 0.0397 Epoch: 7 Global Step: 123580 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:42,002-Speed 3308.70 samples/sec Loss 2.3387 LearningRate 0.0397 Epoch: 7 Global Step: 123590 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:45,132-Speed 3273.25 samples/sec Loss 2.2899 LearningRate 0.0397 Epoch: 7 Global Step: 123600 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:17:48,224-Speed 3311.79 samples/sec Loss 2.2977 LearningRate 0.0397 Epoch: 7 Global Step: 123610 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:51,386-Speed 3240.65 samples/sec Loss 2.3009 LearningRate 0.0396 Epoch: 7 Global Step: 123620 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:54,465-Speed 3326.68 samples/sec Loss 2.2949 LearningRate 0.0396 Epoch: 7 Global Step: 123630 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:17:57,558-Speed 3311.00 samples/sec Loss 2.3052 LearningRate 0.0396 Epoch: 7 Global Step: 123640 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:00,677-Speed 3283.53 samples/sec Loss 2.2776 LearningRate 0.0396 Epoch: 7 Global Step: 123650 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:03,762-Speed 3321.21 samples/sec Loss 2.2882 LearningRate 0.0396 Epoch: 7 Global Step: 123660 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:06,845-Speed 3322.42 samples/sec Loss 2.3521 LearningRate 0.0396 Epoch: 7 Global Step: 123670 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:09,960-Speed 3288.09 samples/sec Loss 2.3425 LearningRate 0.0396 Epoch: 7 Global Step: 123680 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:13,047-Speed 3318.86 samples/sec Loss 2.2923 LearningRate 0.0396 Epoch: 7 Global Step: 123690 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:16,133-Speed 3318.80 samples/sec Loss 2.3140 LearningRate 0.0396 Epoch: 7 Global Step: 123700 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:19,253-Speed 3283.01 samples/sec Loss 2.3421 LearningRate 0.0396 Epoch: 7 Global Step: 123710 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:18:22,336-Speed 3321.48 samples/sec Loss 2.2795 LearningRate 0.0396 Epoch: 7 Global Step: 123720 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:18:25,443-Speed 3297.18 samples/sec Loss 2.3101 LearningRate 0.0396 Epoch: 7 Global Step: 123730 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:18:28,508-Speed 3341.50 samples/sec Loss 2.3246 LearningRate 0.0396 Epoch: 7 Global Step: 123740 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:31,618-Speed 3293.90 samples/sec Loss 2.2937 LearningRate 0.0396 Epoch: 7 Global Step: 123750 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:34,716-Speed 3305.23 samples/sec Loss 2.2949 LearningRate 0.0396 Epoch: 7 Global Step: 123760 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:37,799-Speed 3322.98 samples/sec Loss 2.2910 LearningRate 0.0396 Epoch: 7 Global Step: 123770 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:40,875-Speed 3329.02 samples/sec Loss 2.2702 LearningRate 0.0396 Epoch: 7 Global Step: 123780 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:43,960-Speed 3320.01 samples/sec Loss 2.2716 LearningRate 0.0396 Epoch: 7 Global Step: 123790 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:47,054-Speed 3310.36 samples/sec Loss 2.3541 LearningRate 0.0396 Epoch: 7 Global Step: 123800 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:50,173-Speed 3283.96 samples/sec Loss 2.2841 LearningRate 0.0396 Epoch: 7 Global Step: 123810 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:53,263-Speed 3316.53 samples/sec Loss 2.3039 LearningRate 0.0396 Epoch: 7 Global Step: 123820 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:56,365-Speed 3301.36 samples/sec Loss 2.3245 LearningRate 0.0396 Epoch: 7 Global Step: 123830 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:18:59,452-Speed 3318.33 samples/sec Loss 2.3273 LearningRate 0.0396 Epoch: 7 Global Step: 123840 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:19:02,560-Speed 3295.30 samples/sec Loss 2.3327 LearningRate 0.0396 Epoch: 7 Global Step: 123850 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:19:05,646-Speed 3318.80 samples/sec Loss 2.2913 LearningRate 0.0396 Epoch: 7 Global Step: 123860 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:19:08,775-Speed 3273.11 samples/sec Loss 2.2776 LearningRate 0.0396 Epoch: 7 Global Step: 123870 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:11,859-Speed 3322.27 samples/sec Loss 2.2502 LearningRate 0.0396 Epoch: 7 Global Step: 123880 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:15,054-Speed 3205.52 samples/sec Loss 2.3766 LearningRate 0.0395 Epoch: 7 Global Step: 123890 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:18,236-Speed 3218.71 samples/sec Loss 2.3027 LearningRate 0.0395 Epoch: 7 Global Step: 123900 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:21,323-Speed 3318.03 samples/sec Loss 2.2715 LearningRate 0.0395 Epoch: 7 Global Step: 123910 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:24,472-Speed 3252.55 samples/sec Loss 2.3338 LearningRate 0.0395 Epoch: 7 Global Step: 123920 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:27,575-Speed 3301.14 samples/sec Loss 2.2404 LearningRate 0.0395 Epoch: 7 Global Step: 123930 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:30,779-Speed 3196.60 samples/sec Loss 2.3022 LearningRate 0.0395 Epoch: 7 Global Step: 123940 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:33,899-Speed 3282.62 samples/sec Loss 2.2892 LearningRate 0.0395 Epoch: 7 Global Step: 123950 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:37,031-Speed 3271.37 samples/sec Loss 2.3161 LearningRate 0.0395 Epoch: 7 Global Step: 123960 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:19:40,259-Speed 3172.35 samples/sec Loss 2.3648 LearningRate 0.0395 Epoch: 7 Global Step: 123970 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:19:43,426-Speed 3234.02 samples/sec Loss 2.3161 LearningRate 0.0395 Epoch: 7 Global Step: 123980 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:19:46,524-Speed 3305.84 samples/sec Loss 2.3454 LearningRate 0.0395 Epoch: 7 Global Step: 123990 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:19:49,607-Speed 3322.93 samples/sec Loss 2.2778 LearningRate 0.0395 Epoch: 7 Global Step: 124000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:20:33,684-[lfw][124000]XNorm: 23.557848 Training: 2022-04-11 12:20:33,684-[lfw][124000]Accuracy-Flip: 0.99750+-0.00300 Training: 2022-04-11 12:20:33,685-[lfw][124000]Accuracy-Highest: 0.99817 Training: 2022-04-11 12:21:24,756-[cfp_fp][124000]XNorm: 22.411495 Training: 2022-04-11 12:21:24,757-[cfp_fp][124000]Accuracy-Flip: 0.98657+-0.00617 Training: 2022-04-11 12:21:24,757-[cfp_fp][124000]Accuracy-Highest: 0.98700 Training: 2022-04-11 12:22:08,778-[agedb_30][124000]XNorm: 23.864167 Training: 2022-04-11 12:22:08,779-[agedb_30][124000]Accuracy-Flip: 0.98200+-0.00714 Training: 2022-04-11 12:22:08,779-[agedb_30][124000]Accuracy-Highest: 0.98317 Training: 2022-04-11 12:22:11,959-Speed 71.93 samples/sec Loss 2.3105 LearningRate 0.0395 Epoch: 7 Global Step: 124010 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:15,036-Speed 3329.37 samples/sec Loss 2.3074 LearningRate 0.0395 Epoch: 7 Global Step: 124020 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:18,109-Speed 3333.17 samples/sec Loss 2.3127 LearningRate 0.0395 Epoch: 7 Global Step: 124030 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:21,184-Speed 3330.85 samples/sec Loss 2.3298 LearningRate 0.0395 Epoch: 7 Global Step: 124040 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:24,249-Speed 3341.82 samples/sec Loss 2.2694 LearningRate 0.0395 Epoch: 7 Global Step: 124050 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:27,345-Speed 3308.28 samples/sec Loss 2.3182 LearningRate 0.0395 Epoch: 7 Global Step: 124060 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:30,452-Speed 3297.02 samples/sec Loss 2.2834 LearningRate 0.0395 Epoch: 7 Global Step: 124070 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:33,525-Speed 3332.28 samples/sec Loss 2.2860 LearningRate 0.0395 Epoch: 7 Global Step: 124080 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:36,603-Speed 3327.70 samples/sec Loss 2.2607 LearningRate 0.0395 Epoch: 7 Global Step: 124090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:39,670-Speed 3340.34 samples/sec Loss 2.2400 LearningRate 0.0395 Epoch: 7 Global Step: 124100 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:22:42,734-Speed 3342.68 samples/sec Loss 2.3396 LearningRate 0.0395 Epoch: 7 Global Step: 124110 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:22:45,797-Speed 3344.87 samples/sec Loss 2.2398 LearningRate 0.0395 Epoch: 7 Global Step: 124120 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:22:48,867-Speed 3335.71 samples/sec Loss 2.2890 LearningRate 0.0395 Epoch: 7 Global Step: 124130 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:22:51,938-Speed 3335.72 samples/sec Loss 2.3059 LearningRate 0.0395 Epoch: 7 Global Step: 124140 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:22:55,023-Speed 3319.38 samples/sec Loss 2.3382 LearningRate 0.0395 Epoch: 7 Global Step: 124150 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:22:58,144-Speed 3281.84 samples/sec Loss 2.2951 LearningRate 0.0394 Epoch: 7 Global Step: 124160 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:01,259-Speed 3287.52 samples/sec Loss 2.3555 LearningRate 0.0394 Epoch: 7 Global Step: 124170 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:04,348-Speed 3316.81 samples/sec Loss 2.3129 LearningRate 0.0394 Epoch: 7 Global Step: 124180 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:07,491-Speed 3261.11 samples/sec Loss 2.2878 LearningRate 0.0394 Epoch: 7 Global Step: 124190 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:10,562-Speed 3334.43 samples/sec Loss 2.3271 LearningRate 0.0394 Epoch: 7 Global Step: 124200 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:13,619-Speed 3349.94 samples/sec Loss 2.2516 LearningRate 0.0394 Epoch: 7 Global Step: 124210 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:16,683-Speed 3343.02 samples/sec Loss 2.2176 LearningRate 0.0394 Epoch: 7 Global Step: 124220 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:19,790-Speed 3296.52 samples/sec Loss 2.2915 LearningRate 0.0394 Epoch: 7 Global Step: 124230 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:22,890-Speed 3304.17 samples/sec Loss 2.3750 LearningRate 0.0394 Epoch: 7 Global Step: 124240 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:25,979-Speed 3316.07 samples/sec Loss 2.3091 LearningRate 0.0394 Epoch: 7 Global Step: 124250 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:29,117-Speed 3263.76 samples/sec Loss 2.3949 LearningRate 0.0394 Epoch: 7 Global Step: 124260 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:32,195-Speed 3328.39 samples/sec Loss 2.2494 LearningRate 0.0394 Epoch: 7 Global Step: 124270 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:35,432-Speed 3163.85 samples/sec Loss 2.2758 LearningRate 0.0394 Epoch: 7 Global Step: 124280 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:38,536-Speed 3299.21 samples/sec Loss 2.3227 LearningRate 0.0394 Epoch: 7 Global Step: 124290 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:41,672-Speed 3266.40 samples/sec Loss 2.3232 LearningRate 0.0394 Epoch: 7 Global Step: 124300 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:44,844-Speed 3228.75 samples/sec Loss 2.2921 LearningRate 0.0394 Epoch: 7 Global Step: 124310 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:23:47,934-Speed 3315.22 samples/sec Loss 2.3233 LearningRate 0.0394 Epoch: 7 Global Step: 124320 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:51,009-Speed 3330.35 samples/sec Loss 2.3670 LearningRate 0.0394 Epoch: 7 Global Step: 124330 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:54,147-Speed 3265.06 samples/sec Loss 2.3099 LearningRate 0.0394 Epoch: 7 Global Step: 124340 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:23:57,235-Speed 3316.59 samples/sec Loss 2.2754 LearningRate 0.0394 Epoch: 7 Global Step: 124350 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:00,306-Speed 3335.55 samples/sec Loss 2.3421 LearningRate 0.0394 Epoch: 7 Global Step: 124360 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:03,390-Speed 3320.52 samples/sec Loss 2.3281 LearningRate 0.0394 Epoch: 7 Global Step: 124370 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:06,468-Speed 3327.55 samples/sec Loss 2.2344 LearningRate 0.0394 Epoch: 7 Global Step: 124380 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:09,528-Speed 3347.30 samples/sec Loss 2.3460 LearningRate 0.0394 Epoch: 7 Global Step: 124390 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:12,611-Speed 3321.49 samples/sec Loss 2.3304 LearningRate 0.0394 Epoch: 7 Global Step: 124400 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:15,698-Speed 3318.84 samples/sec Loss 2.2665 LearningRate 0.0394 Epoch: 7 Global Step: 124410 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:18,778-Speed 3325.05 samples/sec Loss 2.3804 LearningRate 0.0393 Epoch: 7 Global Step: 124420 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:21,849-Speed 3336.26 samples/sec Loss 2.4096 LearningRate 0.0393 Epoch: 7 Global Step: 124430 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:24,918-Speed 3337.71 samples/sec Loss 2.3665 LearningRate 0.0393 Epoch: 7 Global Step: 124440 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:28,014-Speed 3308.03 samples/sec Loss 2.3122 LearningRate 0.0393 Epoch: 7 Global Step: 124450 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:31,103-Speed 3314.94 samples/sec Loss 2.2854 LearningRate 0.0393 Epoch: 7 Global Step: 124460 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:34,173-Speed 3336.53 samples/sec Loss 2.2665 LearningRate 0.0393 Epoch: 7 Global Step: 124470 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:37,245-Speed 3334.63 samples/sec Loss 2.2731 LearningRate 0.0393 Epoch: 7 Global Step: 124480 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:24:40,330-Speed 3319.59 samples/sec Loss 2.4067 LearningRate 0.0393 Epoch: 7 Global Step: 124490 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:43,524-Speed 3206.39 samples/sec Loss 2.3201 LearningRate 0.0393 Epoch: 7 Global Step: 124500 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:46,594-Speed 3337.11 samples/sec Loss 2.2758 LearningRate 0.0393 Epoch: 7 Global Step: 124510 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:49,668-Speed 3332.50 samples/sec Loss 2.3121 LearningRate 0.0393 Epoch: 7 Global Step: 124520 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:52,782-Speed 3288.98 samples/sec Loss 2.2657 LearningRate 0.0393 Epoch: 7 Global Step: 124530 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:55,902-Speed 3282.73 samples/sec Loss 2.2784 LearningRate 0.0393 Epoch: 7 Global Step: 124540 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:24:58,974-Speed 3333.88 samples/sec Loss 2.3326 LearningRate 0.0393 Epoch: 7 Global Step: 124550 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:02,065-Speed 3312.94 samples/sec Loss 2.3018 LearningRate 0.0393 Epoch: 7 Global Step: 124560 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:05,151-Speed 3320.14 samples/sec Loss 2.2765 LearningRate 0.0393 Epoch: 7 Global Step: 124570 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:08,238-Speed 3317.32 samples/sec Loss 2.3271 LearningRate 0.0393 Epoch: 7 Global Step: 124580 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:11,289-Speed 3356.92 samples/sec Loss 2.2662 LearningRate 0.0393 Epoch: 7 Global Step: 124590 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:14,376-Speed 3317.68 samples/sec Loss 2.3204 LearningRate 0.0393 Epoch: 7 Global Step: 124600 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:17,445-Speed 3338.08 samples/sec Loss 2.2992 LearningRate 0.0393 Epoch: 7 Global Step: 124610 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:20,634-Speed 3212.58 samples/sec Loss 2.3763 LearningRate 0.0393 Epoch: 7 Global Step: 124620 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:23,831-Speed 3203.30 samples/sec Loss 2.3340 LearningRate 0.0393 Epoch: 7 Global Step: 124630 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:26,907-Speed 3329.37 samples/sec Loss 2.3192 LearningRate 0.0393 Epoch: 7 Global Step: 124640 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:30,011-Speed 3300.39 samples/sec Loss 2.3834 LearningRate 0.0393 Epoch: 7 Global Step: 124650 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:33,148-Speed 3264.75 samples/sec Loss 2.2851 LearningRate 0.0393 Epoch: 7 Global Step: 124660 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:36,217-Speed 3337.79 samples/sec Loss 2.3047 LearningRate 0.0393 Epoch: 7 Global Step: 124670 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:39,287-Speed 3336.26 samples/sec Loss 2.2675 LearningRate 0.0393 Epoch: 7 Global Step: 124680 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:25:42,429-Speed 3259.80 samples/sec Loss 2.3545 LearningRate 0.0392 Epoch: 7 Global Step: 124690 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:45,498-Speed 3337.34 samples/sec Loss 2.2880 LearningRate 0.0392 Epoch: 7 Global Step: 124700 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:48,594-Speed 3308.14 samples/sec Loss 2.3420 LearningRate 0.0392 Epoch: 7 Global Step: 124710 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:51,703-Speed 3294.52 samples/sec Loss 2.2991 LearningRate 0.0392 Epoch: 7 Global Step: 124720 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:54,799-Speed 3308.36 samples/sec Loss 2.3330 LearningRate 0.0392 Epoch: 7 Global Step: 124730 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:25:57,916-Speed 3286.15 samples/sec Loss 2.3095 LearningRate 0.0392 Epoch: 7 Global Step: 124740 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:01,023-Speed 3296.24 samples/sec Loss 2.3097 LearningRate 0.0392 Epoch: 7 Global Step: 124750 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:04,132-Speed 3294.52 samples/sec Loss 2.2787 LearningRate 0.0392 Epoch: 7 Global Step: 124760 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:07,209-Speed 3328.93 samples/sec Loss 2.2482 LearningRate 0.0392 Epoch: 7 Global Step: 124770 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:10,367-Speed 3242.86 samples/sec Loss 2.2763 LearningRate 0.0392 Epoch: 7 Global Step: 124780 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:13,499-Speed 3270.21 samples/sec Loss 2.3185 LearningRate 0.0392 Epoch: 7 Global Step: 124790 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:16,584-Speed 3319.93 samples/sec Loss 2.2844 LearningRate 0.0392 Epoch: 7 Global Step: 124800 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:19,679-Speed 3309.55 samples/sec Loss 2.2941 LearningRate 0.0392 Epoch: 7 Global Step: 124810 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:22,759-Speed 3326.29 samples/sec Loss 2.2796 LearningRate 0.0392 Epoch: 7 Global Step: 124820 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:25,842-Speed 3322.32 samples/sec Loss 2.3201 LearningRate 0.0392 Epoch: 7 Global Step: 124830 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:28,957-Speed 3288.60 samples/sec Loss 2.2699 LearningRate 0.0392 Epoch: 7 Global Step: 124840 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:32,167-Speed 3191.15 samples/sec Loss 2.3196 LearningRate 0.0392 Epoch: 7 Global Step: 124850 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:35,255-Speed 3317.90 samples/sec Loss 2.2823 LearningRate 0.0392 Epoch: 7 Global Step: 124860 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:38,388-Speed 3269.04 samples/sec Loss 2.2338 LearningRate 0.0392 Epoch: 7 Global Step: 124870 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:41,581-Speed 3207.42 samples/sec Loss 2.2957 LearningRate 0.0392 Epoch: 7 Global Step: 124880 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:44,660-Speed 3326.92 samples/sec Loss 2.3181 LearningRate 0.0392 Epoch: 7 Global Step: 124890 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:26:47,759-Speed 3304.90 samples/sec Loss 2.3116 LearningRate 0.0392 Epoch: 7 Global Step: 124900 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:50,975-Speed 3185.10 samples/sec Loss 2.2635 LearningRate 0.0392 Epoch: 7 Global Step: 124910 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:54,054-Speed 3326.70 samples/sec Loss 2.3401 LearningRate 0.0392 Epoch: 7 Global Step: 124920 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:26:57,140-Speed 3318.44 samples/sec Loss 2.2512 LearningRate 0.0392 Epoch: 7 Global Step: 124930 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:00,365-Speed 3175.90 samples/sec Loss 2.2532 LearningRate 0.0392 Epoch: 7 Global Step: 124940 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:03,525-Speed 3241.39 samples/sec Loss 2.2621 LearningRate 0.0391 Epoch: 7 Global Step: 124950 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:06,599-Speed 3331.60 samples/sec Loss 2.3312 LearningRate 0.0391 Epoch: 7 Global Step: 124960 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:09,688-Speed 3316.93 samples/sec Loss 2.2714 LearningRate 0.0391 Epoch: 7 Global Step: 124970 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:12,840-Speed 3248.62 samples/sec Loss 2.2465 LearningRate 0.0391 Epoch: 7 Global Step: 124980 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:16,056-Speed 3185.14 samples/sec Loss 2.2659 LearningRate 0.0391 Epoch: 7 Global Step: 124990 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:19,143-Speed 3318.54 samples/sec Loss 2.2751 LearningRate 0.0391 Epoch: 7 Global Step: 125000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:22,264-Speed 3280.89 samples/sec Loss 2.3258 LearningRate 0.0391 Epoch: 7 Global Step: 125010 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:25,473-Speed 3192.01 samples/sec Loss 2.3086 LearningRate 0.0391 Epoch: 7 Global Step: 125020 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:28,552-Speed 3326.82 samples/sec Loss 2.3408 LearningRate 0.0391 Epoch: 7 Global Step: 125030 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:31,634-Speed 3322.30 samples/sec Loss 2.4189 LearningRate 0.0391 Epoch: 7 Global Step: 125040 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:34,713-Speed 3327.38 samples/sec Loss 2.2992 LearningRate 0.0391 Epoch: 7 Global Step: 125050 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:37,783-Speed 3335.80 samples/sec Loss 2.2927 LearningRate 0.0391 Epoch: 7 Global Step: 125060 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:40,936-Speed 3249.39 samples/sec Loss 2.3526 LearningRate 0.0391 Epoch: 7 Global Step: 125070 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:44,028-Speed 3312.41 samples/sec Loss 2.3155 LearningRate 0.0391 Epoch: 7 Global Step: 125080 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:47,247-Speed 3181.50 samples/sec Loss 2.2788 LearningRate 0.0391 Epoch: 7 Global Step: 125090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:50,337-Speed 3314.86 samples/sec Loss 2.3323 LearningRate 0.0391 Epoch: 7 Global Step: 125100 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:27:53,429-Speed 3311.90 samples/sec Loss 2.2721 LearningRate 0.0391 Epoch: 7 Global Step: 125110 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:56,546-Speed 3286.41 samples/sec Loss 2.3630 LearningRate 0.0391 Epoch: 7 Global Step: 125120 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:27:59,689-Speed 3259.01 samples/sec Loss 2.3150 LearningRate 0.0391 Epoch: 7 Global Step: 125130 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:02,805-Speed 3286.85 samples/sec Loss 2.4114 LearningRate 0.0391 Epoch: 7 Global Step: 125140 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:05,883-Speed 3327.79 samples/sec Loss 2.3296 LearningRate 0.0391 Epoch: 7 Global Step: 125150 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:08,963-Speed 3324.90 samples/sec Loss 2.3480 LearningRate 0.0391 Epoch: 7 Global Step: 125160 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:12,073-Speed 3293.87 samples/sec Loss 2.3065 LearningRate 0.0391 Epoch: 7 Global Step: 125170 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:15,195-Speed 3280.32 samples/sec Loss 2.2907 LearningRate 0.0391 Epoch: 7 Global Step: 125180 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:18,291-Speed 3308.32 samples/sec Loss 2.2558 LearningRate 0.0391 Epoch: 7 Global Step: 125190 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:21,515-Speed 3176.75 samples/sec Loss 2.2659 LearningRate 0.0391 Epoch: 7 Global Step: 125200 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:24,697-Speed 3218.85 samples/sec Loss 2.2849 LearningRate 0.0391 Epoch: 7 Global Step: 125210 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:28:27,778-Speed 3324.68 samples/sec Loss 2.2604 LearningRate 0.0390 Epoch: 7 Global Step: 125220 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:30,936-Speed 3243.77 samples/sec Loss 2.2950 LearningRate 0.0390 Epoch: 7 Global Step: 125230 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:34,025-Speed 3315.75 samples/sec Loss 2.3573 LearningRate 0.0390 Epoch: 7 Global Step: 125240 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:28:37,129-Speed 3299.57 samples/sec Loss 2.3267 LearningRate 0.0390 Epoch: 7 Global Step: 125250 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:28:40,256-Speed 3275.82 samples/sec Loss 2.3179 LearningRate 0.0390 Epoch: 7 Global Step: 125260 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:28:43,370-Speed 3289.10 samples/sec Loss 2.3364 LearningRate 0.0390 Epoch: 7 Global Step: 125270 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:28:46,534-Speed 3236.61 samples/sec Loss 2.3078 LearningRate 0.0390 Epoch: 7 Global Step: 125280 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:28:49,724-Speed 3210.99 samples/sec Loss 2.3119 LearningRate 0.0390 Epoch: 7 Global Step: 125290 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:28:52,932-Speed 3192.15 samples/sec Loss 2.4204 LearningRate 0.0390 Epoch: 7 Global Step: 125300 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:28:56,008-Speed 3330.64 samples/sec Loss 2.3152 LearningRate 0.0390 Epoch: 7 Global Step: 125310 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:28:59,130-Speed 3280.66 samples/sec Loss 2.2396 LearningRate 0.0390 Epoch: 7 Global Step: 125320 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:29:02,239-Speed 3293.99 samples/sec Loss 2.3085 LearningRate 0.0390 Epoch: 7 Global Step: 125330 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:29:05,431-Speed 3209.34 samples/sec Loss 2.2638 LearningRate 0.0390 Epoch: 7 Global Step: 125340 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:29:08,668-Speed 3163.24 samples/sec Loss 2.3704 LearningRate 0.0390 Epoch: 7 Global Step: 125350 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:11,838-Speed 3231.26 samples/sec Loss 2.3088 LearningRate 0.0390 Epoch: 7 Global Step: 125360 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:15,000-Speed 3239.83 samples/sec Loss 2.2893 LearningRate 0.0390 Epoch: 7 Global Step: 125370 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:18,181-Speed 3219.32 samples/sec Loss 2.2875 LearningRate 0.0390 Epoch: 7 Global Step: 125380 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:21,286-Speed 3299.15 samples/sec Loss 2.3162 LearningRate 0.0390 Epoch: 7 Global Step: 125390 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:24,394-Speed 3295.61 samples/sec Loss 2.2515 LearningRate 0.0390 Epoch: 7 Global Step: 125400 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:27,484-Speed 3314.75 samples/sec Loss 2.2578 LearningRate 0.0390 Epoch: 7 Global Step: 125410 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:30,570-Speed 3318.72 samples/sec Loss 2.3231 LearningRate 0.0390 Epoch: 7 Global Step: 125420 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:33,725-Speed 3246.82 samples/sec Loss 2.3867 LearningRate 0.0390 Epoch: 7 Global Step: 125430 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:36,800-Speed 3331.44 samples/sec Loss 2.2505 LearningRate 0.0390 Epoch: 7 Global Step: 125440 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:39,893-Speed 3310.80 samples/sec Loss 2.2617 LearningRate 0.0390 Epoch: 7 Global Step: 125450 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:29:43,039-Speed 3255.38 samples/sec Loss 2.2422 LearningRate 0.0390 Epoch: 7 Global Step: 125460 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:46,117-Speed 3328.21 samples/sec Loss 2.2651 LearningRate 0.0390 Epoch: 7 Global Step: 125470 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:49,203-Speed 3319.56 samples/sec Loss 2.2238 LearningRate 0.0390 Epoch: 7 Global Step: 125480 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:52,278-Speed 3330.50 samples/sec Loss 2.3076 LearningRate 0.0389 Epoch: 7 Global Step: 125490 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:55,354-Speed 3329.42 samples/sec Loss 2.3629 LearningRate 0.0389 Epoch: 7 Global Step: 125500 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:29:58,432-Speed 3327.43 samples/sec Loss 2.3218 LearningRate 0.0389 Epoch: 7 Global Step: 125510 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:01,510-Speed 3327.30 samples/sec Loss 2.2380 LearningRate 0.0389 Epoch: 7 Global Step: 125520 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:04,586-Speed 3330.15 samples/sec Loss 2.3199 LearningRate 0.0389 Epoch: 7 Global Step: 125530 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:07,683-Speed 3307.53 samples/sec Loss 2.3324 LearningRate 0.0389 Epoch: 7 Global Step: 125540 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:10,778-Speed 3309.07 samples/sec Loss 2.3186 LearningRate 0.0389 Epoch: 7 Global Step: 125550 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:13,986-Speed 3192.71 samples/sec Loss 2.2872 LearningRate 0.0389 Epoch: 7 Global Step: 125560 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:17,077-Speed 3314.09 samples/sec Loss 2.3230 LearningRate 0.0389 Epoch: 7 Global Step: 125570 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:20,211-Speed 3268.41 samples/sec Loss 2.3284 LearningRate 0.0389 Epoch: 7 Global Step: 125580 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:23,292-Speed 3323.89 samples/sec Loss 2.3230 LearningRate 0.0389 Epoch: 7 Global Step: 125590 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:26,367-Speed 3330.94 samples/sec Loss 2.2897 LearningRate 0.0389 Epoch: 7 Global Step: 125600 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:29,442-Speed 3331.30 samples/sec Loss 2.2762 LearningRate 0.0389 Epoch: 7 Global Step: 125610 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:32,520-Speed 3328.59 samples/sec Loss 2.3041 LearningRate 0.0389 Epoch: 7 Global Step: 125620 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:30:35,598-Speed 3327.66 samples/sec Loss 2.3862 LearningRate 0.0389 Epoch: 7 Global Step: 125630 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:30:38,701-Speed 3300.45 samples/sec Loss 2.3424 LearningRate 0.0389 Epoch: 7 Global Step: 125640 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:30:41,786-Speed 3320.22 samples/sec Loss 2.3288 LearningRate 0.0389 Epoch: 7 Global Step: 125650 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:30:44,879-Speed 3312.10 samples/sec Loss 2.2395 LearningRate 0.0389 Epoch: 7 Global Step: 125660 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:30:47,985-Speed 3297.78 samples/sec Loss 2.3756 LearningRate 0.0389 Epoch: 7 Global Step: 125670 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:30:51,124-Speed 3262.74 samples/sec Loss 2.2956 LearningRate 0.0389 Epoch: 7 Global Step: 125680 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:30:54,210-Speed 3318.27 samples/sec Loss 2.3170 LearningRate 0.0389 Epoch: 7 Global Step: 125690 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:30:57,286-Speed 3330.06 samples/sec Loss 2.3046 LearningRate 0.0389 Epoch: 7 Global Step: 125700 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:31:00,380-Speed 3311.13 samples/sec Loss 2.3090 LearningRate 0.0389 Epoch: 7 Global Step: 125710 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:31:03,450-Speed 3335.73 samples/sec Loss 2.4172 LearningRate 0.0389 Epoch: 7 Global Step: 125720 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:31:06,553-Speed 3300.62 samples/sec Loss 2.2501 LearningRate 0.0389 Epoch: 7 Global Step: 125730 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:09,632-Speed 3327.16 samples/sec Loss 2.2544 LearningRate 0.0389 Epoch: 7 Global Step: 125740 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:12,703-Speed 3336.05 samples/sec Loss 2.2830 LearningRate 0.0389 Epoch: 7 Global Step: 125750 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:15,775-Speed 3333.97 samples/sec Loss 2.2713 LearningRate 0.0388 Epoch: 7 Global Step: 125760 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:18,849-Speed 3332.43 samples/sec Loss 2.3268 LearningRate 0.0388 Epoch: 7 Global Step: 125770 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:21,976-Speed 3275.27 samples/sec Loss 2.2909 LearningRate 0.0388 Epoch: 7 Global Step: 125780 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:25,059-Speed 3322.45 samples/sec Loss 2.3039 LearningRate 0.0388 Epoch: 7 Global Step: 125790 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:28,247-Speed 3212.87 samples/sec Loss 2.3162 LearningRate 0.0388 Epoch: 7 Global Step: 125800 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:31,325-Speed 3327.63 samples/sec Loss 2.3139 LearningRate 0.0388 Epoch: 7 Global Step: 125810 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:34,460-Speed 3267.20 samples/sec Loss 2.3142 LearningRate 0.0388 Epoch: 7 Global Step: 125820 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:37,582-Speed 3281.03 samples/sec Loss 2.3078 LearningRate 0.0388 Epoch: 7 Global Step: 125830 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:31:40,697-Speed 3287.61 samples/sec Loss 2.2021 LearningRate 0.0388 Epoch: 7 Global Step: 125840 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:31:43,842-Speed 3256.95 samples/sec Loss 2.3332 LearningRate 0.0388 Epoch: 7 Global Step: 125850 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:31:46,994-Speed 3249.59 samples/sec Loss 2.3511 LearningRate 0.0388 Epoch: 7 Global Step: 125860 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:31:50,165-Speed 3229.97 samples/sec Loss 2.3250 LearningRate 0.0388 Epoch: 7 Global Step: 125870 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:31:53,295-Speed 3271.73 samples/sec Loss 2.3022 LearningRate 0.0388 Epoch: 7 Global Step: 125880 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:56,399-Speed 3301.00 samples/sec Loss 2.3755 LearningRate 0.0388 Epoch: 7 Global Step: 125890 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:31:59,578-Speed 3221.28 samples/sec Loss 2.2721 LearningRate 0.0388 Epoch: 7 Global Step: 125900 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:02,653-Speed 3331.31 samples/sec Loss 2.3506 LearningRate 0.0388 Epoch: 7 Global Step: 125910 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:05,734-Speed 3324.24 samples/sec Loss 2.3839 LearningRate 0.0388 Epoch: 7 Global Step: 125920 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:08,845-Speed 3292.06 samples/sec Loss 2.2703 LearningRate 0.0388 Epoch: 7 Global Step: 125930 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:11,929-Speed 3321.43 samples/sec Loss 2.3577 LearningRate 0.0388 Epoch: 7 Global Step: 125940 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:15,013-Speed 3320.65 samples/sec Loss 2.3562 LearningRate 0.0388 Epoch: 7 Global Step: 125950 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:18,091-Speed 3328.14 samples/sec Loss 2.3010 LearningRate 0.0388 Epoch: 7 Global Step: 125960 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:21,334-Speed 3158.20 samples/sec Loss 2.3369 LearningRate 0.0388 Epoch: 7 Global Step: 125970 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:32:24,525-Speed 3209.92 samples/sec Loss 2.3382 LearningRate 0.0388 Epoch: 7 Global Step: 125980 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:32:27,653-Speed 3274.44 samples/sec Loss 2.4058 LearningRate 0.0388 Epoch: 7 Global Step: 125990 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:32:30,809-Speed 3246.53 samples/sec Loss 2.3567 LearningRate 0.0388 Epoch: 7 Global Step: 126000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:33:15,334-[lfw][126000]XNorm: 24.490161 Training: 2022-04-11 12:33:15,334-[lfw][126000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 12:33:15,335-[lfw][126000]Accuracy-Highest: 0.99817 Training: 2022-04-11 12:34:06,758-[cfp_fp][126000]XNorm: 23.342157 Training: 2022-04-11 12:34:06,759-[cfp_fp][126000]Accuracy-Flip: 0.98686+-0.00530 Training: 2022-04-11 12:34:06,759-[cfp_fp][126000]Accuracy-Highest: 0.98700 Training: 2022-04-11 12:34:50,830-[agedb_30][126000]XNorm: 24.956585 Training: 2022-04-11 12:34:50,831-[agedb_30][126000]Accuracy-Flip: 0.98167+-0.00687 Training: 2022-04-11 12:34:50,831-[agedb_30][126000]Accuracy-Highest: 0.98317 Training: 2022-04-11 12:34:53,923-Speed 71.55 samples/sec Loss 2.2814 LearningRate 0.0388 Epoch: 7 Global Step: 126010 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:34:57,054-Speed 3271.63 samples/sec Loss 2.3237 LearningRate 0.0387 Epoch: 7 Global Step: 126020 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:00,134-Speed 3325.44 samples/sec Loss 2.3215 LearningRate 0.0387 Epoch: 7 Global Step: 126030 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:03,273-Speed 3263.10 samples/sec Loss 2.3130 LearningRate 0.0387 Epoch: 7 Global Step: 126040 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:06,352-Speed 3326.50 samples/sec Loss 2.2949 LearningRate 0.0387 Epoch: 7 Global Step: 126050 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:09,423-Speed 3335.23 samples/sec Loss 2.3281 LearningRate 0.0387 Epoch: 7 Global Step: 126060 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:12,506-Speed 3322.70 samples/sec Loss 2.2988 LearningRate 0.0387 Epoch: 7 Global Step: 126070 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:15,566-Speed 3346.76 samples/sec Loss 2.2352 LearningRate 0.0387 Epoch: 7 Global Step: 126080 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:18,650-Speed 3321.32 samples/sec Loss 2.3356 LearningRate 0.0387 Epoch: 7 Global Step: 126090 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:21,723-Speed 3332.94 samples/sec Loss 2.4086 LearningRate 0.0387 Epoch: 7 Global Step: 126100 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:24,829-Speed 3297.80 samples/sec Loss 2.3043 LearningRate 0.0387 Epoch: 7 Global Step: 126110 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:27,975-Speed 3256.16 samples/sec Loss 2.2837 LearningRate 0.0387 Epoch: 7 Global Step: 126120 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:31,098-Speed 3279.30 samples/sec Loss 2.3017 LearningRate 0.0387 Epoch: 7 Global Step: 126130 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:34,217-Speed 3283.82 samples/sec Loss 2.3305 LearningRate 0.0387 Epoch: 7 Global Step: 126140 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:37,346-Speed 3273.20 samples/sec Loss 2.3052 LearningRate 0.0387 Epoch: 7 Global Step: 126150 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:40,448-Speed 3302.44 samples/sec Loss 2.3036 LearningRate 0.0387 Epoch: 7 Global Step: 126160 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:43,550-Speed 3301.86 samples/sec Loss 2.3294 LearningRate 0.0387 Epoch: 7 Global Step: 126170 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:46,665-Speed 3288.11 samples/sec Loss 2.3207 LearningRate 0.0387 Epoch: 7 Global Step: 126180 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:35:49,776-Speed 3292.65 samples/sec Loss 2.3377 LearningRate 0.0387 Epoch: 7 Global Step: 126190 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:35:52,873-Speed 3306.79 samples/sec Loss 2.2922 LearningRate 0.0387 Epoch: 7 Global Step: 126200 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:35:55,967-Speed 3310.83 samples/sec Loss 2.3234 LearningRate 0.0387 Epoch: 7 Global Step: 126210 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:35:59,074-Speed 3295.95 samples/sec Loss 2.2869 LearningRate 0.0387 Epoch: 7 Global Step: 126220 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:02,170-Speed 3308.73 samples/sec Loss 2.3628 LearningRate 0.0387 Epoch: 7 Global Step: 126230 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:05,247-Speed 3328.88 samples/sec Loss 2.2543 LearningRate 0.0387 Epoch: 7 Global Step: 126240 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:08,344-Speed 3306.56 samples/sec Loss 2.2283 LearningRate 0.0387 Epoch: 7 Global Step: 126250 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:11,537-Speed 3207.81 samples/sec Loss 2.3010 LearningRate 0.0387 Epoch: 7 Global Step: 126260 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:14,626-Speed 3316.27 samples/sec Loss 2.3363 LearningRate 0.0387 Epoch: 7 Global Step: 126270 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:17,706-Speed 3325.36 samples/sec Loss 2.2719 LearningRate 0.0387 Epoch: 7 Global Step: 126280 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:20,791-Speed 3319.64 samples/sec Loss 2.2776 LearningRate 0.0386 Epoch: 7 Global Step: 126290 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:23,875-Speed 3320.77 samples/sec Loss 2.3362 LearningRate 0.0386 Epoch: 7 Global Step: 126300 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:36:26,985-Speed 3293.91 samples/sec Loss 2.3535 LearningRate 0.0386 Epoch: 7 Global Step: 126310 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:30,099-Speed 3289.01 samples/sec Loss 2.2535 LearningRate 0.0386 Epoch: 7 Global Step: 126320 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:33,238-Speed 3263.15 samples/sec Loss 2.3265 LearningRate 0.0386 Epoch: 7 Global Step: 126330 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:36,358-Speed 3282.97 samples/sec Loss 2.3387 LearningRate 0.0386 Epoch: 7 Global Step: 126340 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:39,488-Speed 3272.04 samples/sec Loss 2.3131 LearningRate 0.0386 Epoch: 7 Global Step: 126350 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:42,675-Speed 3213.30 samples/sec Loss 2.3243 LearningRate 0.0386 Epoch: 7 Global Step: 126360 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:45,933-Speed 3144.15 samples/sec Loss 2.2691 LearningRate 0.0386 Epoch: 7 Global Step: 126370 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:49,125-Speed 3208.52 samples/sec Loss 2.2715 LearningRate 0.0386 Epoch: 7 Global Step: 126380 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:52,215-Speed 3314.57 samples/sec Loss 2.3328 LearningRate 0.0386 Epoch: 7 Global Step: 126390 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:55,355-Speed 3262.10 samples/sec Loss 2.3701 LearningRate 0.0386 Epoch: 7 Global Step: 126400 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:36:58,457-Speed 3302.07 samples/sec Loss 2.2808 LearningRate 0.0386 Epoch: 7 Global Step: 126410 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:37:01,527-Speed 3336.84 samples/sec Loss 2.2587 LearningRate 0.0386 Epoch: 7 Global Step: 126420 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:04,603-Speed 3330.21 samples/sec Loss 2.2925 LearningRate 0.0386 Epoch: 7 Global Step: 126430 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:07,738-Speed 3266.82 samples/sec Loss 2.3568 LearningRate 0.0386 Epoch: 7 Global Step: 126440 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:10,818-Speed 3324.87 samples/sec Loss 2.2845 LearningRate 0.0386 Epoch: 7 Global Step: 126450 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:13,903-Speed 3320.17 samples/sec Loss 2.3096 LearningRate 0.0386 Epoch: 7 Global Step: 126460 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:16,992-Speed 3315.96 samples/sec Loss 2.3570 LearningRate 0.0386 Epoch: 7 Global Step: 126470 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:20,104-Speed 3291.54 samples/sec Loss 2.3424 LearningRate 0.0386 Epoch: 7 Global Step: 126480 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:23,186-Speed 3322.80 samples/sec Loss 2.2609 LearningRate 0.0386 Epoch: 7 Global Step: 126490 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:37:26,272-Speed 3319.99 samples/sec Loss 2.3185 LearningRate 0.0386 Epoch: 7 Global Step: 126500 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:29,351-Speed 3327.19 samples/sec Loss 2.2876 LearningRate 0.0386 Epoch: 7 Global Step: 126510 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:32,460-Speed 3293.89 samples/sec Loss 2.2862 LearningRate 0.0386 Epoch: 7 Global Step: 126520 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:35,696-Speed 3165.56 samples/sec Loss 2.2735 LearningRate 0.0386 Epoch: 7 Global Step: 126530 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:38,772-Speed 3329.62 samples/sec Loss 2.3767 LearningRate 0.0386 Epoch: 7 Global Step: 126540 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:41,855-Speed 3322.25 samples/sec Loss 2.2571 LearningRate 0.0386 Epoch: 7 Global Step: 126550 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:45,011-Speed 3245.87 samples/sec Loss 2.2569 LearningRate 0.0385 Epoch: 7 Global Step: 126560 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:48,100-Speed 3315.42 samples/sec Loss 2.3829 LearningRate 0.0385 Epoch: 7 Global Step: 126570 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:51,193-Speed 3310.89 samples/sec Loss 2.3824 LearningRate 0.0385 Epoch: 7 Global Step: 126580 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:54,305-Speed 3291.55 samples/sec Loss 2.3615 LearningRate 0.0385 Epoch: 7 Global Step: 126590 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:37:57,520-Speed 3186.82 samples/sec Loss 2.2972 LearningRate 0.0385 Epoch: 7 Global Step: 126600 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:00,609-Speed 3314.79 samples/sec Loss 2.3111 LearningRate 0.0385 Epoch: 7 Global Step: 126610 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:03,691-Speed 3323.85 samples/sec Loss 2.3189 LearningRate 0.0385 Epoch: 7 Global Step: 126620 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:06,816-Speed 3277.48 samples/sec Loss 2.3017 LearningRate 0.0385 Epoch: 7 Global Step: 126630 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:09,933-Speed 3285.58 samples/sec Loss 2.2588 LearningRate 0.0385 Epoch: 7 Global Step: 126640 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:13,052-Speed 3284.52 samples/sec Loss 2.3645 LearningRate 0.0385 Epoch: 7 Global Step: 126650 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:16,169-Speed 3285.32 samples/sec Loss 2.2707 LearningRate 0.0385 Epoch: 7 Global Step: 126660 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:19,333-Speed 3237.70 samples/sec Loss 2.3107 LearningRate 0.0385 Epoch: 7 Global Step: 126670 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:22,521-Speed 3212.17 samples/sec Loss 2.2609 LearningRate 0.0385 Epoch: 7 Global Step: 126680 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:25,611-Speed 3314.75 samples/sec Loss 2.3016 LearningRate 0.0385 Epoch: 7 Global Step: 126690 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:28,700-Speed 3316.21 samples/sec Loss 2.3513 LearningRate 0.0385 Epoch: 7 Global Step: 126700 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:31,848-Speed 3253.94 samples/sec Loss 2.3470 LearningRate 0.0385 Epoch: 7 Global Step: 126710 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:35,017-Speed 3231.38 samples/sec Loss 2.3307 LearningRate 0.0385 Epoch: 7 Global Step: 126720 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:38,096-Speed 3326.36 samples/sec Loss 2.2389 LearningRate 0.0385 Epoch: 7 Global Step: 126730 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:41,186-Speed 3314.88 samples/sec Loss 2.3317 LearningRate 0.0385 Epoch: 7 Global Step: 126740 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:44,272-Speed 3318.56 samples/sec Loss 2.3515 LearningRate 0.0385 Epoch: 7 Global Step: 126750 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:47,419-Speed 3255.90 samples/sec Loss 2.3411 LearningRate 0.0385 Epoch: 7 Global Step: 126760 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:50,521-Speed 3301.28 samples/sec Loss 2.3318 LearningRate 0.0385 Epoch: 7 Global Step: 126770 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:38:53,622-Speed 3303.94 samples/sec Loss 2.3198 LearningRate 0.0385 Epoch: 7 Global Step: 126780 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:38:56,750-Speed 3274.09 samples/sec Loss 2.2560 LearningRate 0.0385 Epoch: 7 Global Step: 126790 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:38:59,937-Speed 3213.52 samples/sec Loss 2.2825 LearningRate 0.0385 Epoch: 7 Global Step: 126800 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:03,121-Speed 3217.02 samples/sec Loss 2.2706 LearningRate 0.0385 Epoch: 7 Global Step: 126810 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:06,240-Speed 3283.31 samples/sec Loss 2.3191 LearningRate 0.0385 Epoch: 7 Global Step: 126820 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:09,426-Speed 3214.68 samples/sec Loss 2.2712 LearningRate 0.0384 Epoch: 7 Global Step: 126830 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:12,541-Speed 3288.44 samples/sec Loss 2.3051 LearningRate 0.0384 Epoch: 7 Global Step: 126840 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:15,621-Speed 3326.13 samples/sec Loss 2.3910 LearningRate 0.0384 Epoch: 7 Global Step: 126850 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:18,699-Speed 3327.45 samples/sec Loss 2.3025 LearningRate 0.0384 Epoch: 7 Global Step: 126860 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:21,829-Speed 3272.16 samples/sec Loss 2.3372 LearningRate 0.0384 Epoch: 7 Global Step: 126870 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:25,090-Speed 3141.05 samples/sec Loss 2.3017 LearningRate 0.0384 Epoch: 7 Global Step: 126880 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:39:28,288-Speed 3203.04 samples/sec Loss 2.3041 LearningRate 0.0384 Epoch: 7 Global Step: 126890 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:31,407-Speed 3283.67 samples/sec Loss 2.2649 LearningRate 0.0384 Epoch: 7 Global Step: 126900 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:34,486-Speed 3326.15 samples/sec Loss 2.2995 LearningRate 0.0384 Epoch: 7 Global Step: 126910 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:37,596-Speed 3294.10 samples/sec Loss 2.3050 LearningRate 0.0384 Epoch: 7 Global Step: 126920 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:40,746-Speed 3251.23 samples/sec Loss 2.2357 LearningRate 0.0384 Epoch: 7 Global Step: 126930 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:43,856-Speed 3293.06 samples/sec Loss 2.2753 LearningRate 0.0384 Epoch: 7 Global Step: 126940 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:46,953-Speed 3307.10 samples/sec Loss 2.2839 LearningRate 0.0384 Epoch: 7 Global Step: 126950 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:50,045-Speed 3313.35 samples/sec Loss 2.3685 LearningRate 0.0384 Epoch: 7 Global Step: 126960 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:53,125-Speed 3325.76 samples/sec Loss 2.2616 LearningRate 0.0384 Epoch: 7 Global Step: 126970 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:56,202-Speed 3328.74 samples/sec Loss 2.2833 LearningRate 0.0384 Epoch: 7 Global Step: 126980 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:39:59,315-Speed 3289.75 samples/sec Loss 2.2686 LearningRate 0.0384 Epoch: 7 Global Step: 126990 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:02,536-Speed 3180.49 samples/sec Loss 2.2473 LearningRate 0.0384 Epoch: 7 Global Step: 127000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:05,652-Speed 3286.97 samples/sec Loss 2.3241 LearningRate 0.0384 Epoch: 7 Global Step: 127010 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:08,784-Speed 3269.89 samples/sec Loss 2.3111 LearningRate 0.0384 Epoch: 7 Global Step: 127020 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:11,908-Speed 3279.64 samples/sec Loss 2.2360 LearningRate 0.0384 Epoch: 7 Global Step: 127030 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:14,989-Speed 3324.65 samples/sec Loss 2.3297 LearningRate 0.0384 Epoch: 7 Global Step: 127040 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:18,078-Speed 3315.03 samples/sec Loss 2.3595 LearningRate 0.0384 Epoch: 7 Global Step: 127050 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:21,240-Speed 3239.83 samples/sec Loss 2.3234 LearningRate 0.0384 Epoch: 7 Global Step: 127060 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:24,355-Speed 3288.30 samples/sec Loss 2.2626 LearningRate 0.0384 Epoch: 7 Global Step: 127070 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:27,491-Speed 3265.36 samples/sec Loss 2.2905 LearningRate 0.0384 Epoch: 7 Global Step: 127080 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:40:30,603-Speed 3291.74 samples/sec Loss 2.3437 LearningRate 0.0384 Epoch: 7 Global Step: 127090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:33,787-Speed 3216.64 samples/sec Loss 2.3204 LearningRate 0.0383 Epoch: 7 Global Step: 127100 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:36,957-Speed 3231.40 samples/sec Loss 2.3280 LearningRate 0.0383 Epoch: 7 Global Step: 127110 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:40,084-Speed 3275.64 samples/sec Loss 2.3019 LearningRate 0.0383 Epoch: 7 Global Step: 127120 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:43,174-Speed 3314.11 samples/sec Loss 2.3445 LearningRate 0.0383 Epoch: 7 Global Step: 127130 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:46,277-Speed 3300.23 samples/sec Loss 2.2721 LearningRate 0.0383 Epoch: 7 Global Step: 127140 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:49,415-Speed 3265.34 samples/sec Loss 2.3096 LearningRate 0.0383 Epoch: 7 Global Step: 127150 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:52,587-Speed 3228.91 samples/sec Loss 2.3681 LearningRate 0.0383 Epoch: 7 Global Step: 127160 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:55,713-Speed 3276.21 samples/sec Loss 2.3420 LearningRate 0.0383 Epoch: 7 Global Step: 127170 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:40:58,810-Speed 3306.50 samples/sec Loss 2.3614 LearningRate 0.0383 Epoch: 7 Global Step: 127180 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:01,921-Speed 3292.59 samples/sec Loss 2.3550 LearningRate 0.0383 Epoch: 7 Global Step: 127190 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:05,014-Speed 3311.02 samples/sec Loss 2.3139 LearningRate 0.0383 Epoch: 7 Global Step: 127200 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:08,122-Speed 3295.79 samples/sec Loss 2.2902 LearningRate 0.0383 Epoch: 7 Global Step: 127210 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:11,211-Speed 3316.32 samples/sec Loss 2.3500 LearningRate 0.0383 Epoch: 7 Global Step: 127220 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:14,338-Speed 3275.10 samples/sec Loss 2.2861 LearningRate 0.0383 Epoch: 7 Global Step: 127230 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:17,434-Speed 3308.95 samples/sec Loss 2.3363 LearningRate 0.0383 Epoch: 7 Global Step: 127240 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:20,646-Speed 3188.41 samples/sec Loss 2.2535 LearningRate 0.0383 Epoch: 7 Global Step: 127250 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:23,858-Speed 3189.54 samples/sec Loss 2.2715 LearningRate 0.0383 Epoch: 7 Global Step: 127260 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:27,071-Speed 3188.20 samples/sec Loss 2.3053 LearningRate 0.0383 Epoch: 7 Global Step: 127270 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:30,158-Speed 3317.31 samples/sec Loss 2.3182 LearningRate 0.0383 Epoch: 7 Global Step: 127280 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:33,277-Speed 3284.14 samples/sec Loss 2.2143 LearningRate 0.0383 Epoch: 7 Global Step: 127290 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:36,370-Speed 3311.39 samples/sec Loss 2.2409 LearningRate 0.0383 Epoch: 7 Global Step: 127300 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:39,485-Speed 3288.58 samples/sec Loss 2.3187 LearningRate 0.0383 Epoch: 7 Global Step: 127310 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:42,600-Speed 3288.57 samples/sec Loss 2.3872 LearningRate 0.0383 Epoch: 7 Global Step: 127320 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:45,743-Speed 3258.88 samples/sec Loss 2.4132 LearningRate 0.0383 Epoch: 7 Global Step: 127330 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:48,839-Speed 3308.31 samples/sec Loss 2.3078 LearningRate 0.0383 Epoch: 7 Global Step: 127340 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:41:51,924-Speed 3319.55 samples/sec Loss 2.2781 LearningRate 0.0383 Epoch: 7 Global Step: 127350 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:55,022-Speed 3306.88 samples/sec Loss 2.3241 LearningRate 0.0383 Epoch: 7 Global Step: 127360 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:41:58,107-Speed 3319.21 samples/sec Loss 2.2520 LearningRate 0.0382 Epoch: 7 Global Step: 127370 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:01,201-Speed 3310.89 samples/sec Loss 2.3418 LearningRate 0.0382 Epoch: 7 Global Step: 127380 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:04,314-Speed 3290.11 samples/sec Loss 2.3424 LearningRate 0.0382 Epoch: 7 Global Step: 127390 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:07,458-Speed 3258.17 samples/sec Loss 2.2987 LearningRate 0.0382 Epoch: 7 Global Step: 127400 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:10,538-Speed 3325.56 samples/sec Loss 2.3324 LearningRate 0.0382 Epoch: 7 Global Step: 127410 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:13,628-Speed 3314.65 samples/sec Loss 2.2618 LearningRate 0.0382 Epoch: 7 Global Step: 127420 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:16,825-Speed 3204.53 samples/sec Loss 2.3343 LearningRate 0.0382 Epoch: 7 Global Step: 127430 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:20,011-Speed 3214.18 samples/sec Loss 2.2893 LearningRate 0.0382 Epoch: 7 Global Step: 127440 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:23,098-Speed 3318.48 samples/sec Loss 2.2673 LearningRate 0.0382 Epoch: 7 Global Step: 127450 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:26,299-Speed 3199.08 samples/sec Loss 2.3559 LearningRate 0.0382 Epoch: 7 Global Step: 127460 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:29,538-Speed 3162.32 samples/sec Loss 2.3092 LearningRate 0.0382 Epoch: 7 Global Step: 127470 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:32,638-Speed 3303.44 samples/sec Loss 2.3909 LearningRate 0.0382 Epoch: 7 Global Step: 127480 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:35,740-Speed 3302.24 samples/sec Loss 2.2840 LearningRate 0.0382 Epoch: 7 Global Step: 127490 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:38,838-Speed 3306.86 samples/sec Loss 2.2903 LearningRate 0.0382 Epoch: 7 Global Step: 127500 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:41,933-Speed 3309.80 samples/sec Loss 2.3070 LearningRate 0.0382 Epoch: 7 Global Step: 127510 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:45,010-Speed 3328.63 samples/sec Loss 2.3159 LearningRate 0.0382 Epoch: 7 Global Step: 127520 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:48,089-Speed 3326.12 samples/sec Loss 2.3403 LearningRate 0.0382 Epoch: 7 Global Step: 127530 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:51,181-Speed 3312.17 samples/sec Loss 2.3111 LearningRate 0.0382 Epoch: 7 Global Step: 127540 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:42:54,262-Speed 3324.66 samples/sec Loss 2.2371 LearningRate 0.0382 Epoch: 7 Global Step: 127550 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 12:42:57,350-Speed 3317.00 samples/sec Loss 2.3053 LearningRate 0.0382 Epoch: 7 Global Step: 127560 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:00,446-Speed 3308.33 samples/sec Loss 2.3631 LearningRate 0.0382 Epoch: 7 Global Step: 127570 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:03,547-Speed 3303.33 samples/sec Loss 2.3151 LearningRate 0.0382 Epoch: 7 Global Step: 127580 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:06,632-Speed 3319.97 samples/sec Loss 2.2217 LearningRate 0.0382 Epoch: 7 Global Step: 127590 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:09,716-Speed 3321.34 samples/sec Loss 2.3397 LearningRate 0.0382 Epoch: 7 Global Step: 127600 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:12,968-Speed 3149.60 samples/sec Loss 2.3564 LearningRate 0.0382 Epoch: 7 Global Step: 127610 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:16,151-Speed 3217.40 samples/sec Loss 2.2846 LearningRate 0.0382 Epoch: 7 Global Step: 127620 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:19,250-Speed 3305.41 samples/sec Loss 2.3374 LearningRate 0.0382 Epoch: 7 Global Step: 127630 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:22,378-Speed 3274.70 samples/sec Loss 2.2616 LearningRate 0.0381 Epoch: 7 Global Step: 127640 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:25,461-Speed 3321.54 samples/sec Loss 2.3155 LearningRate 0.0381 Epoch: 7 Global Step: 127650 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:43:28,561-Speed 3304.10 samples/sec Loss 2.3249 LearningRate 0.0381 Epoch: 7 Global Step: 127660 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:31,656-Speed 3309.14 samples/sec Loss 2.3747 LearningRate 0.0381 Epoch: 7 Global Step: 127670 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:34,781-Speed 3278.01 samples/sec Loss 2.3078 LearningRate 0.0381 Epoch: 7 Global Step: 127680 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:37,860-Speed 3326.84 samples/sec Loss 2.2675 LearningRate 0.0381 Epoch: 7 Global Step: 127690 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:40,938-Speed 3326.91 samples/sec Loss 2.2684 LearningRate 0.0381 Epoch: 7 Global Step: 127700 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:44,027-Speed 3316.66 samples/sec Loss 2.3109 LearningRate 0.0381 Epoch: 7 Global Step: 127710 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:47,138-Speed 3291.28 samples/sec Loss 2.3453 LearningRate 0.0381 Epoch: 7 Global Step: 127720 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:50,234-Speed 3308.78 samples/sec Loss 2.2844 LearningRate 0.0381 Epoch: 7 Global Step: 127730 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:53,317-Speed 3322.46 samples/sec Loss 2.3364 LearningRate 0.0381 Epoch: 7 Global Step: 127740 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:56,394-Speed 3329.09 samples/sec Loss 2.2454 LearningRate 0.0381 Epoch: 7 Global Step: 127750 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:43:59,495-Speed 3302.54 samples/sec Loss 2.3315 LearningRate 0.0381 Epoch: 7 Global Step: 127760 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:02,585-Speed 3314.31 samples/sec Loss 2.3399 LearningRate 0.0381 Epoch: 7 Global Step: 127770 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:05,689-Speed 3300.62 samples/sec Loss 2.3008 LearningRate 0.0381 Epoch: 7 Global Step: 127780 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:08,796-Speed 3296.93 samples/sec Loss 2.3024 LearningRate 0.0381 Epoch: 7 Global Step: 127790 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:11,878-Speed 3323.33 samples/sec Loss 2.2730 LearningRate 0.0381 Epoch: 7 Global Step: 127800 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:14,983-Speed 3298.83 samples/sec Loss 2.3498 LearningRate 0.0381 Epoch: 7 Global Step: 127810 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:18,075-Speed 3312.27 samples/sec Loss 2.2748 LearningRate 0.0381 Epoch: 7 Global Step: 127820 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:21,202-Speed 3275.40 samples/sec Loss 2.3071 LearningRate 0.0381 Epoch: 7 Global Step: 127830 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:24,291-Speed 3316.31 samples/sec Loss 2.2974 LearningRate 0.0381 Epoch: 7 Global Step: 127840 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:27,372-Speed 3324.30 samples/sec Loss 2.3445 LearningRate 0.0381 Epoch: 7 Global Step: 127850 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:44:30,517-Speed 3257.09 samples/sec Loss 2.3692 LearningRate 0.0381 Epoch: 7 Global Step: 127860 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:33,698-Speed 3219.75 samples/sec Loss 2.3146 LearningRate 0.0381 Epoch: 7 Global Step: 127870 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:36,820-Speed 3280.87 samples/sec Loss 2.3095 LearningRate 0.0381 Epoch: 7 Global Step: 127880 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:39,958-Speed 3264.26 samples/sec Loss 2.3429 LearningRate 0.0381 Epoch: 7 Global Step: 127890 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:43,160-Speed 3198.49 samples/sec Loss 2.3300 LearningRate 0.0381 Epoch: 7 Global Step: 127900 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:46,301-Speed 3260.70 samples/sec Loss 2.2752 LearningRate 0.0380 Epoch: 7 Global Step: 127910 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:49,399-Speed 3306.71 samples/sec Loss 2.2987 LearningRate 0.0380 Epoch: 7 Global Step: 127920 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:52,528-Speed 3273.50 samples/sec Loss 2.2735 LearningRate 0.0380 Epoch: 7 Global Step: 127930 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:55,652-Speed 3278.64 samples/sec Loss 2.3434 LearningRate 0.0380 Epoch: 7 Global Step: 127940 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:44:58,772-Speed 3281.96 samples/sec Loss 2.3039 LearningRate 0.0380 Epoch: 7 Global Step: 127950 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:45:01,909-Speed 3265.27 samples/sec Loss 2.3556 LearningRate 0.0380 Epoch: 7 Global Step: 127960 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:45:05,005-Speed 3309.45 samples/sec Loss 2.2373 LearningRate 0.0380 Epoch: 7 Global Step: 127970 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:45:08,125-Speed 3282.55 samples/sec Loss 2.2864 LearningRate 0.0380 Epoch: 7 Global Step: 127980 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:45:11,207-Speed 3323.72 samples/sec Loss 2.3154 LearningRate 0.0380 Epoch: 7 Global Step: 127990 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:45:14,366-Speed 3241.36 samples/sec Loss 2.2882 LearningRate 0.0380 Epoch: 7 Global Step: 128000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:45:58,471-[lfw][128000]XNorm: 22.783002 Training: 2022-04-11 12:45:58,472-[lfw][128000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 12:45:58,472-[lfw][128000]Accuracy-Highest: 0.99817 Training: 2022-04-11 12:46:49,654-[cfp_fp][128000]XNorm: 21.646355 Training: 2022-04-11 12:46:49,655-[cfp_fp][128000]Accuracy-Flip: 0.98514+-0.00528 Training: 2022-04-11 12:46:49,655-[cfp_fp][128000]Accuracy-Highest: 0.98700 Training: 2022-04-11 12:47:33,760-[agedb_30][128000]XNorm: 23.015101 Training: 2022-04-11 12:47:33,760-[agedb_30][128000]Accuracy-Flip: 0.98083+-0.00757 Training: 2022-04-11 12:47:33,761-[agedb_30][128000]Accuracy-Highest: 0.98317 Training: 2022-04-11 12:47:36,861-Speed 71.86 samples/sec Loss 2.2405 LearningRate 0.0380 Epoch: 7 Global Step: 128010 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:47:39,928-Speed 3340.05 samples/sec Loss 2.2806 LearningRate 0.0380 Epoch: 7 Global Step: 128020 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:47:43,017-Speed 3315.42 samples/sec Loss 2.3201 LearningRate 0.0380 Epoch: 7 Global Step: 128030 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:47:46,097-Speed 3325.91 samples/sec Loss 2.2737 LearningRate 0.0380 Epoch: 7 Global Step: 128040 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:47:49,159-Speed 3344.62 samples/sec Loss 2.2926 LearningRate 0.0380 Epoch: 7 Global Step: 128050 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:47:52,254-Speed 3308.65 samples/sec Loss 2.2409 LearningRate 0.0380 Epoch: 7 Global Step: 128060 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:47:55,347-Speed 3311.90 samples/sec Loss 2.2394 LearningRate 0.0380 Epoch: 7 Global Step: 128070 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:47:58,472-Speed 3278.14 samples/sec Loss 2.2523 LearningRate 0.0380 Epoch: 7 Global Step: 128080 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:01,540-Speed 3338.39 samples/sec Loss 2.2652 LearningRate 0.0380 Epoch: 7 Global Step: 128090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:04,614-Speed 3331.43 samples/sec Loss 2.3531 LearningRate 0.0380 Epoch: 7 Global Step: 128100 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:07,690-Speed 3329.92 samples/sec Loss 2.2453 LearningRate 0.0380 Epoch: 7 Global Step: 128110 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:10,763-Speed 3333.70 samples/sec Loss 2.3166 LearningRate 0.0380 Epoch: 7 Global Step: 128120 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:13,832-Speed 3337.50 samples/sec Loss 2.3744 LearningRate 0.0380 Epoch: 7 Global Step: 128130 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:16,933-Speed 3302.53 samples/sec Loss 2.2638 LearningRate 0.0380 Epoch: 7 Global Step: 128140 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:20,089-Speed 3246.10 samples/sec Loss 2.3212 LearningRate 0.0380 Epoch: 7 Global Step: 128150 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:48:23,184-Speed 3309.22 samples/sec Loss 2.2908 LearningRate 0.0380 Epoch: 7 Global Step: 128160 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:48:26,284-Speed 3303.68 samples/sec Loss 2.3222 LearningRate 0.0380 Epoch: 7 Global Step: 128170 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:29,394-Speed 3293.35 samples/sec Loss 2.3045 LearningRate 0.0379 Epoch: 7 Global Step: 128180 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:32,474-Speed 3326.15 samples/sec Loss 2.2562 LearningRate 0.0379 Epoch: 7 Global Step: 128190 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:35,555-Speed 3323.80 samples/sec Loss 2.2556 LearningRate 0.0379 Epoch: 7 Global Step: 128200 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:38,659-Speed 3299.63 samples/sec Loss 2.3561 LearningRate 0.0379 Epoch: 7 Global Step: 128210 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:41,774-Speed 3288.27 samples/sec Loss 2.3312 LearningRate 0.0379 Epoch: 7 Global Step: 128220 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:44,946-Speed 3229.59 samples/sec Loss 2.4279 LearningRate 0.0379 Epoch: 7 Global Step: 128230 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:48,099-Speed 3248.60 samples/sec Loss 2.2954 LearningRate 0.0379 Epoch: 7 Global Step: 128240 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:51,281-Speed 3218.11 samples/sec Loss 2.3505 LearningRate 0.0379 Epoch: 7 Global Step: 128250 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:54,495-Speed 3186.78 samples/sec Loss 2.3403 LearningRate 0.0379 Epoch: 7 Global Step: 128260 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:48:57,571-Speed 3329.76 samples/sec Loss 2.2998 LearningRate 0.0379 Epoch: 7 Global Step: 128270 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:00,687-Speed 3287.92 samples/sec Loss 2.2698 LearningRate 0.0379 Epoch: 7 Global Step: 128280 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:03,797-Speed 3292.86 samples/sec Loss 2.3331 LearningRate 0.0379 Epoch: 7 Global Step: 128290 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:06,887-Speed 3314.73 samples/sec Loss 2.2963 LearningRate 0.0379 Epoch: 7 Global Step: 128300 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:09,964-Speed 3329.18 samples/sec Loss 2.2268 LearningRate 0.0379 Epoch: 7 Global Step: 128310 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:13,066-Speed 3302.21 samples/sec Loss 2.2826 LearningRate 0.0379 Epoch: 7 Global Step: 128320 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:16,161-Speed 3309.62 samples/sec Loss 2.3340 LearningRate 0.0379 Epoch: 7 Global Step: 128330 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:19,287-Speed 3276.59 samples/sec Loss 2.3449 LearningRate 0.0379 Epoch: 7 Global Step: 128340 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:22,378-Speed 3313.01 samples/sec Loss 2.3262 LearningRate 0.0379 Epoch: 7 Global Step: 128350 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:25,470-Speed 3312.26 samples/sec Loss 2.3565 LearningRate 0.0379 Epoch: 7 Global Step: 128360 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:28,558-Speed 3317.93 samples/sec Loss 2.3461 LearningRate 0.0379 Epoch: 7 Global Step: 128370 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:49:31,650-Speed 3311.67 samples/sec Loss 2.2749 LearningRate 0.0379 Epoch: 7 Global Step: 128380 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:49:34,732-Speed 3324.07 samples/sec Loss 2.3268 LearningRate 0.0379 Epoch: 7 Global Step: 128390 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:49:37,841-Speed 3295.16 samples/sec Loss 2.2880 LearningRate 0.0379 Epoch: 7 Global Step: 128400 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:49:40,907-Speed 3340.01 samples/sec Loss 2.3074 LearningRate 0.0379 Epoch: 7 Global Step: 128410 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:43,984-Speed 3329.23 samples/sec Loss 2.2864 LearningRate 0.0379 Epoch: 7 Global Step: 128420 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:47,079-Speed 3309.17 samples/sec Loss 2.2926 LearningRate 0.0379 Epoch: 7 Global Step: 128430 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:50,178-Speed 3305.14 samples/sec Loss 2.3065 LearningRate 0.0379 Epoch: 7 Global Step: 128440 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:53,267-Speed 3317.23 samples/sec Loss 2.3677 LearningRate 0.0378 Epoch: 7 Global Step: 128450 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:56,345-Speed 3326.61 samples/sec Loss 2.2709 LearningRate 0.0378 Epoch: 7 Global Step: 128460 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:49:59,559-Speed 3187.00 samples/sec Loss 2.3046 LearningRate 0.0378 Epoch: 7 Global Step: 128470 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:02,662-Speed 3300.92 samples/sec Loss 2.3096 LearningRate 0.0378 Epoch: 7 Global Step: 128480 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:05,735-Speed 3332.81 samples/sec Loss 2.2965 LearningRate 0.0378 Epoch: 7 Global Step: 128490 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:08,829-Speed 3310.07 samples/sec Loss 2.2768 LearningRate 0.0378 Epoch: 7 Global Step: 128500 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:11,923-Speed 3311.21 samples/sec Loss 2.2988 LearningRate 0.0378 Epoch: 7 Global Step: 128510 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:15,043-Speed 3282.62 samples/sec Loss 2.3100 LearningRate 0.0378 Epoch: 7 Global Step: 128520 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:18,183-Speed 3262.69 samples/sec Loss 2.3085 LearningRate 0.0378 Epoch: 7 Global Step: 128530 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:21,262-Speed 3326.06 samples/sec Loss 2.2429 LearningRate 0.0378 Epoch: 7 Global Step: 128540 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:24,343-Speed 3324.68 samples/sec Loss 2.3201 LearningRate 0.0378 Epoch: 7 Global Step: 128550 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:27,443-Speed 3304.08 samples/sec Loss 2.3262 LearningRate 0.0378 Epoch: 7 Global Step: 128560 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:30,528-Speed 3320.03 samples/sec Loss 2.2781 LearningRate 0.0378 Epoch: 7 Global Step: 128570 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:33,632-Speed 3299.29 samples/sec Loss 2.3447 LearningRate 0.0378 Epoch: 7 Global Step: 128580 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:36,711-Speed 3326.32 samples/sec Loss 2.3536 LearningRate 0.0378 Epoch: 7 Global Step: 128590 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:50:39,793-Speed 3323.67 samples/sec Loss 2.3311 LearningRate 0.0378 Epoch: 7 Global Step: 128600 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:42,869-Speed 3330.13 samples/sec Loss 2.2208 LearningRate 0.0378 Epoch: 7 Global Step: 128610 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:45,997-Speed 3274.54 samples/sec Loss 2.3145 LearningRate 0.0378 Epoch: 7 Global Step: 128620 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:49,102-Speed 3299.49 samples/sec Loss 2.3150 LearningRate 0.0378 Epoch: 7 Global Step: 128630 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:52,248-Speed 3255.06 samples/sec Loss 2.3509 LearningRate 0.0378 Epoch: 7 Global Step: 128640 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:55,446-Speed 3203.14 samples/sec Loss 2.2626 LearningRate 0.0378 Epoch: 7 Global Step: 128650 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:50:58,630-Speed 3216.43 samples/sec Loss 2.3425 LearningRate 0.0378 Epoch: 7 Global Step: 128660 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:01,718-Speed 3316.50 samples/sec Loss 2.3127 LearningRate 0.0378 Epoch: 7 Global Step: 128670 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:04,835-Speed 3286.46 samples/sec Loss 2.3428 LearningRate 0.0378 Epoch: 7 Global Step: 128680 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:07,917-Speed 3323.70 samples/sec Loss 2.3110 LearningRate 0.0378 Epoch: 7 Global Step: 128690 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:11,001-Speed 3322.03 samples/sec Loss 2.3008 LearningRate 0.0378 Epoch: 7 Global Step: 128700 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:14,204-Speed 3197.30 samples/sec Loss 2.3420 LearningRate 0.0378 Epoch: 7 Global Step: 128710 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:17,352-Speed 3254.01 samples/sec Loss 2.3434 LearningRate 0.0377 Epoch: 7 Global Step: 128720 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:20,447-Speed 3309.12 samples/sec Loss 2.3213 LearningRate 0.0377 Epoch: 7 Global Step: 128730 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:23,534-Speed 3317.40 samples/sec Loss 2.2778 LearningRate 0.0377 Epoch: 7 Global Step: 128740 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:26,696-Speed 3239.43 samples/sec Loss 2.3102 LearningRate 0.0377 Epoch: 7 Global Step: 128750 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:29,816-Speed 3282.42 samples/sec Loss 2.2791 LearningRate 0.0377 Epoch: 7 Global Step: 128760 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:32,987-Speed 3230.15 samples/sec Loss 2.2509 LearningRate 0.0377 Epoch: 7 Global Step: 128770 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:51:36,055-Speed 3339.42 samples/sec Loss 2.3069 LearningRate 0.0377 Epoch: 7 Global Step: 128780 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:39,141-Speed 3318.76 samples/sec Loss 2.3006 LearningRate 0.0377 Epoch: 7 Global Step: 128790 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:42,221-Speed 3326.22 samples/sec Loss 2.2925 LearningRate 0.0377 Epoch: 7 Global Step: 128800 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:45,297-Speed 3329.89 samples/sec Loss 2.3472 LearningRate 0.0377 Epoch: 7 Global Step: 128810 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:48,377-Speed 3325.36 samples/sec Loss 2.3270 LearningRate 0.0377 Epoch: 7 Global Step: 128820 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:51,468-Speed 3314.00 samples/sec Loss 2.2717 LearningRate 0.0377 Epoch: 7 Global Step: 128830 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:54,554-Speed 3319.27 samples/sec Loss 2.2447 LearningRate 0.0377 Epoch: 7 Global Step: 128840 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:51:57,636-Speed 3323.19 samples/sec Loss 2.2691 LearningRate 0.0377 Epoch: 7 Global Step: 128850 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:52:00,743-Speed 3296.88 samples/sec Loss 2.2861 LearningRate 0.0377 Epoch: 7 Global Step: 128860 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:52:03,843-Speed 3304.09 samples/sec Loss 2.3027 LearningRate 0.0377 Epoch: 7 Global Step: 128870 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:52:06,978-Speed 3266.45 samples/sec Loss 2.2887 LearningRate 0.0377 Epoch: 7 Global Step: 128880 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:10,055-Speed 3328.38 samples/sec Loss 2.3238 LearningRate 0.0377 Epoch: 7 Global Step: 128890 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:13,195-Speed 3262.50 samples/sec Loss 2.4145 LearningRate 0.0377 Epoch: 7 Global Step: 128900 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:16,409-Speed 3186.90 samples/sec Loss 2.3926 LearningRate 0.0377 Epoch: 7 Global Step: 128910 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:19,651-Speed 3159.03 samples/sec Loss 2.3234 LearningRate 0.0377 Epoch: 7 Global Step: 128920 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:22,928-Speed 3126.30 samples/sec Loss 2.2996 LearningRate 0.0377 Epoch: 7 Global Step: 128930 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:26,114-Speed 3215.32 samples/sec Loss 2.3030 LearningRate 0.0377 Epoch: 7 Global Step: 128940 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:29,304-Speed 3210.11 samples/sec Loss 2.2199 LearningRate 0.0377 Epoch: 7 Global Step: 128950 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:32,389-Speed 3320.26 samples/sec Loss 2.3435 LearningRate 0.0377 Epoch: 7 Global Step: 128960 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:35,513-Speed 3282.86 samples/sec Loss 2.2586 LearningRate 0.0377 Epoch: 7 Global Step: 128970 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:38,589-Speed 3330.02 samples/sec Loss 2.3328 LearningRate 0.0377 Epoch: 7 Global Step: 128980 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:41,677-Speed 3316.50 samples/sec Loss 2.2259 LearningRate 0.0376 Epoch: 7 Global Step: 128990 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:44,815-Speed 3264.15 samples/sec Loss 2.3278 LearningRate 0.0376 Epoch: 7 Global Step: 129000 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:47,898-Speed 3322.17 samples/sec Loss 2.3217 LearningRate 0.0376 Epoch: 7 Global Step: 129010 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:50,981-Speed 3322.06 samples/sec Loss 2.3103 LearningRate 0.0376 Epoch: 7 Global Step: 129020 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:54,064-Speed 3322.43 samples/sec Loss 2.2838 LearningRate 0.0376 Epoch: 7 Global Step: 129030 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:52:57,160-Speed 3308.89 samples/sec Loss 2.2554 LearningRate 0.0376 Epoch: 7 Global Step: 129040 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:00,304-Speed 3258.04 samples/sec Loss 2.2960 LearningRate 0.0376 Epoch: 7 Global Step: 129050 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:03,386-Speed 3323.04 samples/sec Loss 2.3017 LearningRate 0.0376 Epoch: 7 Global Step: 129060 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:06,469-Speed 3321.92 samples/sec Loss 2.2294 LearningRate 0.0376 Epoch: 7 Global Step: 129070 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:09,557-Speed 3316.67 samples/sec Loss 2.3502 LearningRate 0.0376 Epoch: 7 Global Step: 129080 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:12,626-Speed 3338.08 samples/sec Loss 2.2391 LearningRate 0.0376 Epoch: 7 Global Step: 129090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:15,709-Speed 3322.45 samples/sec Loss 2.3160 LearningRate 0.0376 Epoch: 7 Global Step: 129100 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:18,785-Speed 3329.81 samples/sec Loss 2.2939 LearningRate 0.0376 Epoch: 7 Global Step: 129110 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:21,864-Speed 3326.61 samples/sec Loss 2.3063 LearningRate 0.0376 Epoch: 7 Global Step: 129120 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:24,950-Speed 3318.79 samples/sec Loss 2.3166 LearningRate 0.0376 Epoch: 7 Global Step: 129130 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:28,032-Speed 3323.91 samples/sec Loss 2.3462 LearningRate 0.0376 Epoch: 7 Global Step: 129140 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:31,233-Speed 3199.31 samples/sec Loss 2.3226 LearningRate 0.0376 Epoch: 7 Global Step: 129150 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:34,359-Speed 3276.37 samples/sec Loss 2.3108 LearningRate 0.0376 Epoch: 7 Global Step: 129160 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:37,482-Speed 3280.31 samples/sec Loss 2.3116 LearningRate 0.0376 Epoch: 7 Global Step: 129170 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:40,572-Speed 3314.41 samples/sec Loss 2.2910 LearningRate 0.0376 Epoch: 7 Global Step: 129180 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:53:43,684-Speed 3291.61 samples/sec Loss 2.3087 LearningRate 0.0376 Epoch: 7 Global Step: 129190 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:46,935-Speed 3151.18 samples/sec Loss 2.2917 LearningRate 0.0376 Epoch: 7 Global Step: 129200 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:50,023-Speed 3316.58 samples/sec Loss 2.3424 LearningRate 0.0376 Epoch: 7 Global Step: 129210 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:53,169-Speed 3255.94 samples/sec Loss 2.2851 LearningRate 0.0376 Epoch: 7 Global Step: 129220 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:56,263-Speed 3310.32 samples/sec Loss 2.3049 LearningRate 0.0376 Epoch: 7 Global Step: 129230 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:53:59,394-Speed 3271.75 samples/sec Loss 2.2771 LearningRate 0.0376 Epoch: 7 Global Step: 129240 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:02,505-Speed 3291.98 samples/sec Loss 2.3507 LearningRate 0.0376 Epoch: 7 Global Step: 129250 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:05,662-Speed 3244.96 samples/sec Loss 2.3267 LearningRate 0.0376 Epoch: 7 Global Step: 129260 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:08,790-Speed 3273.37 samples/sec Loss 2.2378 LearningRate 0.0375 Epoch: 7 Global Step: 129270 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:11,973-Speed 3217.82 samples/sec Loss 2.2770 LearningRate 0.0375 Epoch: 7 Global Step: 129280 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:15,193-Speed 3181.42 samples/sec Loss 2.3423 LearningRate 0.0375 Epoch: 7 Global Step: 129290 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:18,424-Speed 3170.61 samples/sec Loss 2.3278 LearningRate 0.0375 Epoch: 7 Global Step: 129300 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:21,597-Speed 3227.36 samples/sec Loss 2.2958 LearningRate 0.0375 Epoch: 7 Global Step: 129310 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:24,853-Speed 3147.03 samples/sec Loss 2.2677 LearningRate 0.0375 Epoch: 7 Global Step: 129320 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:27,953-Speed 3304.29 samples/sec Loss 2.2943 LearningRate 0.0375 Epoch: 7 Global Step: 129330 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:54:31,021-Speed 3338.10 samples/sec Loss 2.3456 LearningRate 0.0375 Epoch: 7 Global Step: 129340 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:34,122-Speed 3302.20 samples/sec Loss 2.3103 LearningRate 0.0375 Epoch: 7 Global Step: 129350 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:37,212-Speed 3315.50 samples/sec Loss 2.3117 LearningRate 0.0375 Epoch: 7 Global Step: 129360 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:40,333-Speed 3281.14 samples/sec Loss 2.3378 LearningRate 0.0375 Epoch: 7 Global Step: 129370 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:43,443-Speed 3293.41 samples/sec Loss 2.3533 LearningRate 0.0375 Epoch: 7 Global Step: 129380 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:46,542-Speed 3305.86 samples/sec Loss 2.2097 LearningRate 0.0375 Epoch: 7 Global Step: 129390 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:49,691-Speed 3252.10 samples/sec Loss 2.3014 LearningRate 0.0375 Epoch: 7 Global Step: 129400 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:52,770-Speed 3326.70 samples/sec Loss 2.2637 LearningRate 0.0375 Epoch: 7 Global Step: 129410 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:55,851-Speed 3324.91 samples/sec Loss 2.3145 LearningRate 0.0375 Epoch: 7 Global Step: 129420 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:54:58,928-Speed 3329.04 samples/sec Loss 2.3127 LearningRate 0.0375 Epoch: 7 Global Step: 129430 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:02,016-Speed 3316.36 samples/sec Loss 2.3106 LearningRate 0.0375 Epoch: 7 Global Step: 129440 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:55:05,095-Speed 3327.49 samples/sec Loss 2.3333 LearningRate 0.0375 Epoch: 7 Global Step: 129450 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:08,208-Speed 3289.92 samples/sec Loss 2.3574 LearningRate 0.0375 Epoch: 7 Global Step: 129460 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:11,311-Speed 3300.56 samples/sec Loss 2.2916 LearningRate 0.0375 Epoch: 7 Global Step: 129470 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:14,575-Speed 3137.40 samples/sec Loss 2.2771 LearningRate 0.0375 Epoch: 7 Global Step: 129480 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:17,654-Speed 3327.72 samples/sec Loss 2.3388 LearningRate 0.0375 Epoch: 7 Global Step: 129490 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:20,731-Speed 3328.61 samples/sec Loss 2.2922 LearningRate 0.0375 Epoch: 7 Global Step: 129500 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:23,814-Speed 3322.26 samples/sec Loss 2.3403 LearningRate 0.0375 Epoch: 7 Global Step: 129510 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:26,932-Speed 3284.82 samples/sec Loss 2.2668 LearningRate 0.0375 Epoch: 7 Global Step: 129520 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:55:29,996-Speed 3342.31 samples/sec Loss 2.3219 LearningRate 0.0375 Epoch: 7 Global Step: 129530 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:33,081-Speed 3320.34 samples/sec Loss 2.2323 LearningRate 0.0374 Epoch: 7 Global Step: 129540 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:36,171-Speed 3315.42 samples/sec Loss 2.3331 LearningRate 0.0374 Epoch: 7 Global Step: 129550 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:39,270-Speed 3304.66 samples/sec Loss 2.2381 LearningRate 0.0374 Epoch: 7 Global Step: 129560 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:42,360-Speed 3314.76 samples/sec Loss 2.2304 LearningRate 0.0374 Epoch: 7 Global Step: 129570 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:45,449-Speed 3316.37 samples/sec Loss 2.2858 LearningRate 0.0374 Epoch: 7 Global Step: 129580 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:48,533-Speed 3320.99 samples/sec Loss 2.3075 LearningRate 0.0374 Epoch: 7 Global Step: 129590 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:51,624-Speed 3313.66 samples/sec Loss 2.2972 LearningRate 0.0374 Epoch: 7 Global Step: 129600 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:54,819-Speed 3205.56 samples/sec Loss 2.2332 LearningRate 0.0374 Epoch: 7 Global Step: 129610 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:55:57,923-Speed 3299.73 samples/sec Loss 2.2450 LearningRate 0.0374 Epoch: 7 Global Step: 129620 Fp16 Grad Scale: 32768 Required: 22 hours Training: 2022-04-11 12:56:01,004-Speed 3325.08 samples/sec Loss 2.2530 LearningRate 0.0374 Epoch: 7 Global Step: 129630 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:04,124-Speed 3282.98 samples/sec Loss 2.3599 LearningRate 0.0374 Epoch: 7 Global Step: 129640 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:07,204-Speed 3324.81 samples/sec Loss 2.2888 LearningRate 0.0374 Epoch: 7 Global Step: 129650 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:10,360-Speed 3245.38 samples/sec Loss 2.2671 LearningRate 0.0374 Epoch: 7 Global Step: 129660 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:13,519-Speed 3242.44 samples/sec Loss 2.3303 LearningRate 0.0374 Epoch: 7 Global Step: 129670 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:16,610-Speed 3313.47 samples/sec Loss 2.2731 LearningRate 0.0374 Epoch: 7 Global Step: 129680 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:19,700-Speed 3315.39 samples/sec Loss 2.2982 LearningRate 0.0374 Epoch: 7 Global Step: 129690 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:22,799-Speed 3305.44 samples/sec Loss 2.3174 LearningRate 0.0374 Epoch: 7 Global Step: 129700 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:25,893-Speed 3310.29 samples/sec Loss 2.2854 LearningRate 0.0374 Epoch: 7 Global Step: 129710 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:28,971-Speed 3327.00 samples/sec Loss 2.3212 LearningRate 0.0374 Epoch: 7 Global Step: 129720 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 12:56:32,060-Speed 3316.15 samples/sec Loss 2.3144 LearningRate 0.0374 Epoch: 7 Global Step: 129730 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:35,203-Speed 3258.56 samples/sec Loss 2.2844 LearningRate 0.0374 Epoch: 7 Global Step: 129740 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:38,376-Speed 3228.20 samples/sec Loss 2.2846 LearningRate 0.0374 Epoch: 7 Global Step: 129750 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:41,457-Speed 3324.51 samples/sec Loss 2.2495 LearningRate 0.0374 Epoch: 7 Global Step: 129760 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:44,537-Speed 3325.98 samples/sec Loss 2.2759 LearningRate 0.0374 Epoch: 7 Global Step: 129770 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:47,630-Speed 3310.79 samples/sec Loss 2.3234 LearningRate 0.0374 Epoch: 7 Global Step: 129780 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:50,723-Speed 3312.14 samples/sec Loss 2.3367 LearningRate 0.0374 Epoch: 7 Global Step: 129790 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:53,812-Speed 3315.59 samples/sec Loss 2.2897 LearningRate 0.0374 Epoch: 7 Global Step: 129800 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:56:57,001-Speed 3211.95 samples/sec Loss 2.2996 LearningRate 0.0373 Epoch: 7 Global Step: 129810 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:00,189-Speed 3212.24 samples/sec Loss 2.2705 LearningRate 0.0373 Epoch: 7 Global Step: 129820 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:03,319-Speed 3273.51 samples/sec Loss 2.2772 LearningRate 0.0373 Epoch: 7 Global Step: 129830 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:06,413-Speed 3310.21 samples/sec Loss 2.3109 LearningRate 0.0373 Epoch: 7 Global Step: 129840 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:09,508-Speed 3309.49 samples/sec Loss 2.3262 LearningRate 0.0373 Epoch: 7 Global Step: 129850 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:12,589-Speed 3324.58 samples/sec Loss 2.3286 LearningRate 0.0373 Epoch: 7 Global Step: 129860 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:15,752-Speed 3237.65 samples/sec Loss 2.3141 LearningRate 0.0373 Epoch: 7 Global Step: 129870 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:18,861-Speed 3294.73 samples/sec Loss 2.3091 LearningRate 0.0373 Epoch: 7 Global Step: 129880 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:22,002-Speed 3260.99 samples/sec Loss 2.2990 LearningRate 0.0373 Epoch: 7 Global Step: 129890 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:25,170-Speed 3233.43 samples/sec Loss 2.3289 LearningRate 0.0373 Epoch: 7 Global Step: 129900 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:28,320-Speed 3252.81 samples/sec Loss 2.3083 LearningRate 0.0373 Epoch: 7 Global Step: 129910 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:31,420-Speed 3304.11 samples/sec Loss 2.3151 LearningRate 0.0373 Epoch: 7 Global Step: 129920 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:34,541-Speed 3281.32 samples/sec Loss 2.2695 LearningRate 0.0373 Epoch: 7 Global Step: 129930 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:37,642-Speed 3303.49 samples/sec Loss 2.2274 LearningRate 0.0373 Epoch: 7 Global Step: 129940 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:40,803-Speed 3240.59 samples/sec Loss 2.2985 LearningRate 0.0373 Epoch: 7 Global Step: 129950 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:43,880-Speed 3327.70 samples/sec Loss 2.3409 LearningRate 0.0373 Epoch: 7 Global Step: 129960 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:46,966-Speed 3319.85 samples/sec Loss 2.2901 LearningRate 0.0373 Epoch: 7 Global Step: 129970 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 12:57:50,046-Speed 3325.64 samples/sec Loss 2.2170 LearningRate 0.0373 Epoch: 7 Global Step: 129980 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 12:57:53,130-Speed 3321.53 samples/sec Loss 2.2654 LearningRate 0.0373 Epoch: 7 Global Step: 129990 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 12:57:56,209-Speed 3325.86 samples/sec Loss 2.2763 LearningRate 0.0373 Epoch: 7 Global Step: 130000 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 12:58:40,143-[lfw][130000]XNorm: 22.359334 Training: 2022-04-11 12:58:40,144-[lfw][130000]Accuracy-Flip: 0.99717+-0.00299 Training: 2022-04-11 12:58:40,144-[lfw][130000]Accuracy-Highest: 0.99817 Training: 2022-04-11 12:59:31,126-[cfp_fp][130000]XNorm: 21.696087 Training: 2022-04-11 12:59:31,127-[cfp_fp][130000]Accuracy-Flip: 0.98686+-0.00567 Training: 2022-04-11 12:59:31,127-[cfp_fp][130000]Accuracy-Highest: 0.98700 Training: 2022-04-11 13:00:15,400-[agedb_30][130000]XNorm: 22.836366 Training: 2022-04-11 13:00:15,401-[agedb_30][130000]Accuracy-Flip: 0.98133+-0.00726 Training: 2022-04-11 13:00:15,401-[agedb_30][130000]Accuracy-Highest: 0.98317 Training: 2022-04-11 13:00:18,479-Speed 71.98 samples/sec Loss 2.2746 LearningRate 0.0373 Epoch: 7 Global Step: 130010 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:00:21,570-Speed 3313.59 samples/sec Loss 2.2300 LearningRate 0.0373 Epoch: 7 Global Step: 130020 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:00:24,642-Speed 3334.72 samples/sec Loss 2.3166 LearningRate 0.0373 Epoch: 7 Global Step: 130030 Fp16 Grad Scale: 262144 Required: 22 hours Training: 2022-04-11 13:00:27,691-Speed 3359.18 samples/sec Loss 2.2677 LearningRate 0.0373 Epoch: 7 Global Step: 130040 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:00:30,756-Speed 3340.88 samples/sec Loss 2.2290 LearningRate 0.0373 Epoch: 7 Global Step: 130050 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:00:33,834-Speed 3327.96 samples/sec Loss 2.3319 LearningRate 0.0373 Epoch: 7 Global Step: 130060 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:36,920-Speed 3319.05 samples/sec Loss 2.3344 LearningRate 0.0373 Epoch: 7 Global Step: 130070 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:40,005-Speed 3320.40 samples/sec Loss 2.3608 LearningRate 0.0373 Epoch: 7 Global Step: 130080 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:43,081-Speed 3330.33 samples/sec Loss 2.3082 LearningRate 0.0372 Epoch: 7 Global Step: 130090 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:46,200-Speed 3283.40 samples/sec Loss 2.2103 LearningRate 0.0372 Epoch: 7 Global Step: 130100 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:49,345-Speed 3257.38 samples/sec Loss 2.2966 LearningRate 0.0372 Epoch: 7 Global Step: 130110 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:52,584-Speed 3161.74 samples/sec Loss 2.2500 LearningRate 0.0372 Epoch: 7 Global Step: 130120 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:55,746-Speed 3238.75 samples/sec Loss 2.2951 LearningRate 0.0372 Epoch: 7 Global Step: 130130 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:00:58,993-Speed 3155.09 samples/sec Loss 2.2769 LearningRate 0.0372 Epoch: 7 Global Step: 130140 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:02,104-Speed 3292.67 samples/sec Loss 2.2421 LearningRate 0.0372 Epoch: 7 Global Step: 130150 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:05,202-Speed 3305.67 samples/sec Loss 2.3078 LearningRate 0.0372 Epoch: 7 Global Step: 130160 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:01:08,308-Speed 3298.00 samples/sec Loss 2.2657 LearningRate 0.0372 Epoch: 7 Global Step: 130170 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:11,561-Speed 3149.43 samples/sec Loss 2.2161 LearningRate 0.0372 Epoch: 7 Global Step: 130180 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:14,654-Speed 3311.65 samples/sec Loss 2.2965 LearningRate 0.0372 Epoch: 7 Global Step: 130190 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:17,808-Speed 3247.53 samples/sec Loss 2.2857 LearningRate 0.0372 Epoch: 7 Global Step: 130200 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:20,942-Speed 3267.23 samples/sec Loss 2.2625 LearningRate 0.0372 Epoch: 7 Global Step: 130210 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:24,099-Speed 3244.43 samples/sec Loss 2.2328 LearningRate 0.0372 Epoch: 7 Global Step: 130220 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:27,240-Speed 3261.07 samples/sec Loss 2.2643 LearningRate 0.0372 Epoch: 7 Global Step: 130230 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:30,336-Speed 3307.94 samples/sec Loss 2.3346 LearningRate 0.0372 Epoch: 7 Global Step: 130240 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:33,424-Speed 3317.18 samples/sec Loss 2.2982 LearningRate 0.0372 Epoch: 7 Global Step: 130250 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:36,508-Speed 3321.09 samples/sec Loss 2.2404 LearningRate 0.0372 Epoch: 7 Global Step: 130260 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:39,591-Speed 3323.05 samples/sec Loss 2.2478 LearningRate 0.0372 Epoch: 7 Global Step: 130270 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:01:42,699-Speed 3296.11 samples/sec Loss 2.2758 LearningRate 0.0372 Epoch: 7 Global Step: 130280 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:01:45,764-Speed 3341.32 samples/sec Loss 2.3112 LearningRate 0.0372 Epoch: 7 Global Step: 130290 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:48,881-Speed 3285.77 samples/sec Loss 2.2470 LearningRate 0.0372 Epoch: 7 Global Step: 130300 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:51,973-Speed 3313.03 samples/sec Loss 2.2657 LearningRate 0.0372 Epoch: 7 Global Step: 130310 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:55,065-Speed 3312.22 samples/sec Loss 2.2708 LearningRate 0.0372 Epoch: 7 Global Step: 130320 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:01:58,160-Speed 3310.10 samples/sec Loss 2.2600 LearningRate 0.0372 Epoch: 7 Global Step: 130330 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:02:01,235-Speed 3330.49 samples/sec Loss 2.2875 LearningRate 0.0372 Epoch: 7 Global Step: 130340 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:02:04,342-Speed 3296.63 samples/sec Loss 2.2704 LearningRate 0.0372 Epoch: 7 Global Step: 130350 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:02:07,447-Speed 3299.09 samples/sec Loss 2.2583 LearningRate 0.0371 Epoch: 7 Global Step: 130360 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:02:10,590-Speed 3259.25 samples/sec Loss 2.2930 LearningRate 0.0371 Epoch: 7 Global Step: 130370 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:02:13,701-Speed 3291.61 samples/sec Loss 2.3073 LearningRate 0.0371 Epoch: 7 Global Step: 130380 Fp16 Grad Scale: 65536 Required: 22 hours Training: 2022-04-11 13:02:16,907-Speed 3195.20 samples/sec Loss 2.2523 LearningRate 0.0371 Epoch: 7 Global Step: 130390 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:02:20,060-Speed 3248.27 samples/sec Loss 2.2612 LearningRate 0.0371 Epoch: 7 Global Step: 130400 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:02:23,158-Speed 3306.46 samples/sec Loss 2.2846 LearningRate 0.0371 Epoch: 7 Global Step: 130410 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:02:26,299-Speed 3260.33 samples/sec Loss 2.2814 LearningRate 0.0371 Epoch: 7 Global Step: 130420 Fp16 Grad Scale: 131072 Required: 22 hours Training: 2022-04-11 13:02:29,367-Speed 3339.61 samples/sec Loss 2.2341 LearningRate 0.0371 Epoch: 7 Global Step: 130430 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:32,439-Speed 3333.55 samples/sec Loss 2.2716 LearningRate 0.0371 Epoch: 7 Global Step: 130440 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:35,583-Speed 3257.53 samples/sec Loss 2.2992 LearningRate 0.0371 Epoch: 7 Global Step: 130450 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:38,669-Speed 3319.26 samples/sec Loss 2.3472 LearningRate 0.0371 Epoch: 7 Global Step: 130460 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:41,763-Speed 3310.95 samples/sec Loss 2.3347 LearningRate 0.0371 Epoch: 7 Global Step: 130470 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:44,856-Speed 3312.18 samples/sec Loss 2.2859 LearningRate 0.0371 Epoch: 7 Global Step: 130480 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:47,921-Speed 3341.90 samples/sec Loss 2.3934 LearningRate 0.0371 Epoch: 7 Global Step: 130490 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:51,041-Speed 3282.24 samples/sec Loss 2.2866 LearningRate 0.0371 Epoch: 7 Global Step: 130500 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:54,164-Speed 3281.31 samples/sec Loss 2.2517 LearningRate 0.0371 Epoch: 7 Global Step: 130510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:02:57,240-Speed 3329.87 samples/sec Loss 2.2943 LearningRate 0.0371 Epoch: 7 Global Step: 130520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:00,322-Speed 3323.29 samples/sec Loss 2.3032 LearningRate 0.0371 Epoch: 7 Global Step: 130530 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:03,418-Speed 3308.06 samples/sec Loss 2.2594 LearningRate 0.0371 Epoch: 7 Global Step: 130540 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:06,602-Speed 3216.28 samples/sec Loss 2.2600 LearningRate 0.0371 Epoch: 7 Global Step: 130550 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:09,852-Speed 3153.16 samples/sec Loss 2.3066 LearningRate 0.0371 Epoch: 7 Global Step: 130560 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:13,087-Speed 3166.61 samples/sec Loss 2.3165 LearningRate 0.0371 Epoch: 7 Global Step: 130570 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:16,155-Speed 3338.20 samples/sec Loss 2.3208 LearningRate 0.0371 Epoch: 7 Global Step: 130580 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:19,275-Speed 3282.87 samples/sec Loss 2.3310 LearningRate 0.0371 Epoch: 7 Global Step: 130590 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:22,464-Speed 3211.57 samples/sec Loss 2.2930 LearningRate 0.0371 Epoch: 7 Global Step: 130600 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:25,576-Speed 3291.50 samples/sec Loss 2.3128 LearningRate 0.0371 Epoch: 7 Global Step: 130610 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:28,715-Speed 3263.12 samples/sec Loss 2.2458 LearningRate 0.0371 Epoch: 7 Global Step: 130620 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:31,805-Speed 3315.03 samples/sec Loss 2.3219 LearningRate 0.0370 Epoch: 7 Global Step: 130630 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:34,896-Speed 3313.10 samples/sec Loss 2.2819 LearningRate 0.0370 Epoch: 7 Global Step: 130640 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:37,983-Speed 3317.79 samples/sec Loss 2.2596 LearningRate 0.0370 Epoch: 7 Global Step: 130650 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:41,074-Speed 3314.13 samples/sec Loss 2.2540 LearningRate 0.0370 Epoch: 7 Global Step: 130660 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:44,165-Speed 3314.02 samples/sec Loss 2.2767 LearningRate 0.0370 Epoch: 7 Global Step: 130670 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:47,328-Speed 3238.18 samples/sec Loss 2.2871 LearningRate 0.0370 Epoch: 7 Global Step: 130680 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:50,516-Speed 3212.00 samples/sec Loss 2.2670 LearningRate 0.0370 Epoch: 7 Global Step: 130690 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:53,647-Speed 3271.92 samples/sec Loss 2.3814 LearningRate 0.0370 Epoch: 7 Global Step: 130700 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:03:56,762-Speed 3288.57 samples/sec Loss 2.2807 LearningRate 0.0370 Epoch: 7 Global Step: 130710 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:03:59,855-Speed 3310.71 samples/sec Loss 2.2829 LearningRate 0.0370 Epoch: 7 Global Step: 130720 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:02,944-Speed 3316.18 samples/sec Loss 2.2871 LearningRate 0.0370 Epoch: 7 Global Step: 130730 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:06,093-Speed 3253.05 samples/sec Loss 2.2297 LearningRate 0.0370 Epoch: 7 Global Step: 130740 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:09,199-Speed 3297.01 samples/sec Loss 2.2986 LearningRate 0.0370 Epoch: 7 Global Step: 130750 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:12,353-Speed 3248.05 samples/sec Loss 2.3218 LearningRate 0.0370 Epoch: 7 Global Step: 130760 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:15,467-Speed 3289.06 samples/sec Loss 2.2891 LearningRate 0.0370 Epoch: 7 Global Step: 130770 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:18,645-Speed 3223.35 samples/sec Loss 2.3183 LearningRate 0.0370 Epoch: 7 Global Step: 130780 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:21,726-Speed 3324.81 samples/sec Loss 2.3091 LearningRate 0.0370 Epoch: 7 Global Step: 130790 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:24,801-Speed 3330.55 samples/sec Loss 2.2956 LearningRate 0.0370 Epoch: 7 Global Step: 130800 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:27,881-Speed 3325.50 samples/sec Loss 2.2947 LearningRate 0.0370 Epoch: 7 Global Step: 130810 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:04:30,960-Speed 3326.71 samples/sec Loss 2.3068 LearningRate 0.0370 Epoch: 7 Global Step: 130820 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:04:34,106-Speed 3255.91 samples/sec Loss 2.2477 LearningRate 0.0370 Epoch: 7 Global Step: 130830 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:04:37,200-Speed 3309.84 samples/sec Loss 2.2822 LearningRate 0.0370 Epoch: 7 Global Step: 130840 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:04:40,283-Speed 3322.57 samples/sec Loss 2.2875 LearningRate 0.0370 Epoch: 7 Global Step: 130850 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:43,360-Speed 3328.09 samples/sec Loss 2.2274 LearningRate 0.0370 Epoch: 7 Global Step: 130860 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:46,450-Speed 3315.30 samples/sec Loss 2.2530 LearningRate 0.0370 Epoch: 7 Global Step: 130870 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:49,541-Speed 3313.87 samples/sec Loss 2.3040 LearningRate 0.0370 Epoch: 7 Global Step: 130880 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:52,616-Speed 3330.41 samples/sec Loss 2.2880 LearningRate 0.0370 Epoch: 7 Global Step: 130890 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:55,696-Speed 3325.19 samples/sec Loss 2.3298 LearningRate 0.0370 Epoch: 7 Global Step: 130900 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:04:58,780-Speed 3322.60 samples/sec Loss 2.2278 LearningRate 0.0369 Epoch: 7 Global Step: 130910 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:01,853-Speed 3332.21 samples/sec Loss 2.2607 LearningRate 0.0369 Epoch: 7 Global Step: 130920 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:04,947-Speed 3311.48 samples/sec Loss 2.2611 LearningRate 0.0369 Epoch: 7 Global Step: 130930 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:08,066-Speed 3283.72 samples/sec Loss 2.2492 LearningRate 0.0369 Epoch: 7 Global Step: 130940 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:11,229-Speed 3237.54 samples/sec Loss 2.3446 LearningRate 0.0369 Epoch: 7 Global Step: 130950 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:05:14,392-Speed 3238.10 samples/sec Loss 2.2948 LearningRate 0.0369 Epoch: 7 Global Step: 130960 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:05:17,495-Speed 3301.94 samples/sec Loss 2.3100 LearningRate 0.0369 Epoch: 7 Global Step: 130970 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:05:20,577-Speed 3322.77 samples/sec Loss 2.2899 LearningRate 0.0369 Epoch: 7 Global Step: 130980 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:05:23,659-Speed 3322.64 samples/sec Loss 2.2665 LearningRate 0.0369 Epoch: 7 Global Step: 130990 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:05:26,752-Speed 3311.90 samples/sec Loss 2.3068 LearningRate 0.0369 Epoch: 7 Global Step: 131000 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:29,946-Speed 3206.76 samples/sec Loss 2.2244 LearningRate 0.0369 Epoch: 7 Global Step: 131010 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:33,075-Speed 3274.04 samples/sec Loss 2.2861 LearningRate 0.0369 Epoch: 7 Global Step: 131020 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:36,173-Speed 3305.67 samples/sec Loss 2.2261 LearningRate 0.0369 Epoch: 7 Global Step: 131030 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:39,260-Speed 3318.31 samples/sec Loss 2.2361 LearningRate 0.0369 Epoch: 7 Global Step: 131040 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:42,363-Speed 3300.20 samples/sec Loss 2.2682 LearningRate 0.0369 Epoch: 7 Global Step: 131050 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:45,462-Speed 3305.45 samples/sec Loss 2.3172 LearningRate 0.0369 Epoch: 7 Global Step: 131060 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:48,589-Speed 3275.61 samples/sec Loss 2.2724 LearningRate 0.0369 Epoch: 7 Global Step: 131070 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:51,669-Speed 3325.25 samples/sec Loss 2.3306 LearningRate 0.0369 Epoch: 7 Global Step: 131080 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:54,822-Speed 3248.21 samples/sec Loss 2.2615 LearningRate 0.0369 Epoch: 7 Global Step: 131090 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:05:57,955-Speed 3270.17 samples/sec Loss 2.2253 LearningRate 0.0369 Epoch: 7 Global Step: 131100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:01,035-Speed 3325.24 samples/sec Loss 2.2521 LearningRate 0.0369 Epoch: 7 Global Step: 131110 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:04,186-Speed 3251.06 samples/sec Loss 2.3077 LearningRate 0.0369 Epoch: 7 Global Step: 131120 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:07,280-Speed 3310.08 samples/sec Loss 2.2726 LearningRate 0.0369 Epoch: 7 Global Step: 131130 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:10,369-Speed 3315.10 samples/sec Loss 2.3023 LearningRate 0.0369 Epoch: 7 Global Step: 131140 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:13,545-Speed 3224.76 samples/sec Loss 2.2061 LearningRate 0.0369 Epoch: 7 Global Step: 131150 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:16,643-Speed 3307.26 samples/sec Loss 2.2932 LearningRate 0.0369 Epoch: 7 Global Step: 131160 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:19,732-Speed 3315.34 samples/sec Loss 2.2209 LearningRate 0.0369 Epoch: 7 Global Step: 131170 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:22,824-Speed 3312.74 samples/sec Loss 2.2747 LearningRate 0.0368 Epoch: 7 Global Step: 131180 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:25,979-Speed 3246.46 samples/sec Loss 2.2197 LearningRate 0.0368 Epoch: 7 Global Step: 131190 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:06:29,200-Speed 3179.35 samples/sec Loss 2.3228 LearningRate 0.0368 Epoch: 7 Global Step: 131200 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:32,311-Speed 3292.19 samples/sec Loss 2.2991 LearningRate 0.0368 Epoch: 7 Global Step: 131210 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:35,420-Speed 3295.80 samples/sec Loss 2.1743 LearningRate 0.0368 Epoch: 7 Global Step: 131220 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:38,573-Speed 3248.06 samples/sec Loss 2.2747 LearningRate 0.0368 Epoch: 7 Global Step: 131230 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:41,775-Speed 3198.42 samples/sec Loss 2.2684 LearningRate 0.0368 Epoch: 7 Global Step: 131240 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:44,869-Speed 3310.68 samples/sec Loss 2.2533 LearningRate 0.0368 Epoch: 7 Global Step: 131250 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:47,967-Speed 3306.33 samples/sec Loss 2.3341 LearningRate 0.0368 Epoch: 7 Global Step: 131260 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:51,060-Speed 3311.81 samples/sec Loss 2.2502 LearningRate 0.0368 Epoch: 7 Global Step: 131270 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:54,227-Speed 3233.50 samples/sec Loss 2.3397 LearningRate 0.0368 Epoch: 7 Global Step: 131280 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:06:57,302-Speed 3331.08 samples/sec Loss 2.2655 LearningRate 0.0368 Epoch: 7 Global Step: 131290 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:00,486-Speed 3216.40 samples/sec Loss 2.2650 LearningRate 0.0368 Epoch: 7 Global Step: 131300 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:03,598-Speed 3291.78 samples/sec Loss 2.2521 LearningRate 0.0368 Epoch: 7 Global Step: 131310 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:06,687-Speed 3316.32 samples/sec Loss 2.3568 LearningRate 0.0368 Epoch: 7 Global Step: 131320 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:09,771-Speed 3320.73 samples/sec Loss 2.2828 LearningRate 0.0368 Epoch: 7 Global Step: 131330 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:12,863-Speed 3312.41 samples/sec Loss 2.2728 LearningRate 0.0368 Epoch: 7 Global Step: 131340 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:15,942-Speed 3326.39 samples/sec Loss 2.2349 LearningRate 0.0368 Epoch: 7 Global Step: 131350 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:19,028-Speed 3318.72 samples/sec Loss 2.2746 LearningRate 0.0368 Epoch: 7 Global Step: 131360 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:22,107-Speed 3326.93 samples/sec Loss 2.2853 LearningRate 0.0368 Epoch: 7 Global Step: 131370 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:25,194-Speed 3318.16 samples/sec Loss 2.2428 LearningRate 0.0368 Epoch: 7 Global Step: 131380 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:07:28,376-Speed 3218.38 samples/sec Loss 2.2199 LearningRate 0.0368 Epoch: 7 Global Step: 131390 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:31,482-Speed 3297.90 samples/sec Loss 2.2374 LearningRate 0.0368 Epoch: 7 Global Step: 131400 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:34,638-Speed 3246.11 samples/sec Loss 2.3198 LearningRate 0.0368 Epoch: 7 Global Step: 131410 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:37,715-Speed 3328.46 samples/sec Loss 2.2501 LearningRate 0.0368 Epoch: 7 Global Step: 131420 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:40,790-Speed 3330.54 samples/sec Loss 2.3408 LearningRate 0.0368 Epoch: 7 Global Step: 131430 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:43,868-Speed 3326.84 samples/sec Loss 2.2281 LearningRate 0.0368 Epoch: 7 Global Step: 131440 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:46,967-Speed 3306.17 samples/sec Loss 2.3381 LearningRate 0.0368 Epoch: 7 Global Step: 131450 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:50,139-Speed 3228.26 samples/sec Loss 2.2749 LearningRate 0.0367 Epoch: 7 Global Step: 131460 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:53,370-Speed 3169.93 samples/sec Loss 2.2844 LearningRate 0.0367 Epoch: 7 Global Step: 131470 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:56,508-Speed 3264.10 samples/sec Loss 2.3283 LearningRate 0.0367 Epoch: 7 Global Step: 131480 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:07:59,622-Speed 3289.83 samples/sec Loss 2.2503 LearningRate 0.0367 Epoch: 7 Global Step: 131490 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:02,707-Speed 3319.68 samples/sec Loss 2.2272 LearningRate 0.0367 Epoch: 7 Global Step: 131500 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:05,784-Speed 3328.79 samples/sec Loss 2.3457 LearningRate 0.0367 Epoch: 7 Global Step: 131510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:08,929-Speed 3256.71 samples/sec Loss 2.2911 LearningRate 0.0367 Epoch: 7 Global Step: 131520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:12,163-Speed 3166.54 samples/sec Loss 2.2744 LearningRate 0.0367 Epoch: 7 Global Step: 131530 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:15,305-Speed 3260.11 samples/sec Loss 2.3196 LearningRate 0.0367 Epoch: 7 Global Step: 131540 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:18,387-Speed 3324.38 samples/sec Loss 2.2903 LearningRate 0.0367 Epoch: 7 Global Step: 131550 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:21,487-Speed 3303.60 samples/sec Loss 2.3043 LearningRate 0.0367 Epoch: 7 Global Step: 131560 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:24,674-Speed 3214.09 samples/sec Loss 2.2985 LearningRate 0.0367 Epoch: 7 Global Step: 131570 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:27,773-Speed 3305.26 samples/sec Loss 2.3248 LearningRate 0.0367 Epoch: 7 Global Step: 131580 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:30,850-Speed 3329.18 samples/sec Loss 2.3022 LearningRate 0.0367 Epoch: 7 Global Step: 131590 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:33,924-Speed 3331.96 samples/sec Loss 2.2452 LearningRate 0.0367 Epoch: 7 Global Step: 131600 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:37,009-Speed 3319.88 samples/sec Loss 2.3239 LearningRate 0.0367 Epoch: 7 Global Step: 131610 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:40,097-Speed 3316.86 samples/sec Loss 2.2650 LearningRate 0.0367 Epoch: 7 Global Step: 131620 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:08:43,312-Speed 3185.90 samples/sec Loss 2.2854 LearningRate 0.0367 Epoch: 7 Global Step: 131630 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:46,390-Speed 3328.03 samples/sec Loss 2.2746 LearningRate 0.0367 Epoch: 7 Global Step: 131640 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:49,525-Speed 3267.09 samples/sec Loss 2.2642 LearningRate 0.0367 Epoch: 7 Global Step: 131650 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:52,733-Speed 3192.97 samples/sec Loss 2.2587 LearningRate 0.0367 Epoch: 7 Global Step: 131660 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:55,820-Speed 3317.94 samples/sec Loss 2.3437 LearningRate 0.0367 Epoch: 7 Global Step: 131670 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:08:59,007-Speed 3213.57 samples/sec Loss 2.3228 LearningRate 0.0367 Epoch: 7 Global Step: 131680 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:09:02,076-Speed 3336.55 samples/sec Loss 2.2788 LearningRate 0.0367 Epoch: 7 Global Step: 131690 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:05,174-Speed 3307.40 samples/sec Loss 2.3065 LearningRate 0.0367 Epoch: 7 Global Step: 131700 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:08,436-Speed 3140.08 samples/sec Loss 2.2795 LearningRate 0.0367 Epoch: 7 Global Step: 131710 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:11,596-Speed 3240.38 samples/sec Loss 2.2653 LearningRate 0.0367 Epoch: 7 Global Step: 131720 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:14,738-Speed 3260.42 samples/sec Loss 2.2890 LearningRate 0.0366 Epoch: 7 Global Step: 131730 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:17,828-Speed 3314.45 samples/sec Loss 2.3063 LearningRate 0.0366 Epoch: 7 Global Step: 131740 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:20,926-Speed 3306.19 samples/sec Loss 2.2736 LearningRate 0.0366 Epoch: 7 Global Step: 131750 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:24,001-Speed 3330.76 samples/sec Loss 2.2749 LearningRate 0.0366 Epoch: 7 Global Step: 131760 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:27,096-Speed 3309.69 samples/sec Loss 2.3086 LearningRate 0.0366 Epoch: 7 Global Step: 131770 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:30,190-Speed 3310.53 samples/sec Loss 2.2923 LearningRate 0.0366 Epoch: 7 Global Step: 131780 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:33,323-Speed 3269.76 samples/sec Loss 2.2162 LearningRate 0.0366 Epoch: 7 Global Step: 131790 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:36,469-Speed 3255.82 samples/sec Loss 2.2366 LearningRate 0.0366 Epoch: 7 Global Step: 131800 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:39,664-Speed 3205.06 samples/sec Loss 2.3128 LearningRate 0.0366 Epoch: 7 Global Step: 131810 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:42,772-Speed 3295.55 samples/sec Loss 2.2151 LearningRate 0.0366 Epoch: 7 Global Step: 131820 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:45,869-Speed 3307.83 samples/sec Loss 2.3121 LearningRate 0.0366 Epoch: 7 Global Step: 131830 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:49,069-Speed 3200.72 samples/sec Loss 2.2634 LearningRate 0.0366 Epoch: 7 Global Step: 131840 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:09:52,197-Speed 3274.25 samples/sec Loss 2.2371 LearningRate 0.0366 Epoch: 7 Global Step: 131850 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:55,422-Speed 3175.90 samples/sec Loss 2.2552 LearningRate 0.0366 Epoch: 7 Global Step: 131860 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:09:58,513-Speed 3313.07 samples/sec Loss 2.2222 LearningRate 0.0366 Epoch: 7 Global Step: 131870 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:01,672-Speed 3242.85 samples/sec Loss 2.2850 LearningRate 0.0366 Epoch: 7 Global Step: 131880 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:04,787-Speed 3287.93 samples/sec Loss 2.2877 LearningRate 0.0366 Epoch: 7 Global Step: 131890 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:07,887-Speed 3303.71 samples/sec Loss 2.2920 LearningRate 0.0366 Epoch: 7 Global Step: 131900 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:10,984-Speed 3307.53 samples/sec Loss 2.2853 LearningRate 0.0366 Epoch: 7 Global Step: 131910 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:14,170-Speed 3215.40 samples/sec Loss 2.2802 LearningRate 0.0366 Epoch: 7 Global Step: 131920 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:17,263-Speed 3310.71 samples/sec Loss 2.3228 LearningRate 0.0366 Epoch: 7 Global Step: 131930 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:20,459-Speed 3205.25 samples/sec Loss 2.2975 LearningRate 0.0366 Epoch: 7 Global Step: 131940 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:10:23,708-Speed 3152.48 samples/sec Loss 2.3211 LearningRate 0.0366 Epoch: 7 Global Step: 131950 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:10:26,847-Speed 3262.97 samples/sec Loss 2.2621 LearningRate 0.0366 Epoch: 7 Global Step: 131960 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:10:29,954-Speed 3296.24 samples/sec Loss 2.2654 LearningRate 0.0366 Epoch: 7 Global Step: 131970 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:10:33,065-Speed 3292.72 samples/sec Loss 2.2746 LearningRate 0.0366 Epoch: 7 Global Step: 131980 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:10:36,145-Speed 3324.84 samples/sec Loss 2.2732 LearningRate 0.0366 Epoch: 7 Global Step: 131990 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:10:39,225-Speed 3326.17 samples/sec Loss 2.3383 LearningRate 0.0366 Epoch: 7 Global Step: 132000 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:11:22,876-[lfw][132000]XNorm: 23.173646 Training: 2022-04-11 13:11:22,877-[lfw][132000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 13:11:22,877-[lfw][132000]Accuracy-Highest: 0.99817 Training: 2022-04-11 13:12:13,529-[cfp_fp][132000]XNorm: 22.119523 Training: 2022-04-11 13:12:13,531-[cfp_fp][132000]Accuracy-Flip: 0.98571+-0.00553 Training: 2022-04-11 13:12:13,532-[cfp_fp][132000]Accuracy-Highest: 0.98700 Training: 2022-04-11 13:12:57,212-[agedb_30][132000]XNorm: 23.628599 Training: 2022-04-11 13:12:57,212-[agedb_30][132000]Accuracy-Flip: 0.98050+-0.00687 Training: 2022-04-11 13:12:57,213-[agedb_30][132000]Accuracy-Highest: 0.98317 Training: 2022-04-11 13:13:00,297-Speed 72.59 samples/sec Loss 2.2171 LearningRate 0.0365 Epoch: 7 Global Step: 132010 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:03,387-Speed 3314.79 samples/sec Loss 2.2581 LearningRate 0.0365 Epoch: 7 Global Step: 132020 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:06,476-Speed 3315.94 samples/sec Loss 2.2309 LearningRate 0.0365 Epoch: 7 Global Step: 132030 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:09,544-Speed 3338.49 samples/sec Loss 2.2018 LearningRate 0.0365 Epoch: 7 Global Step: 132040 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:12,638-Speed 3310.12 samples/sec Loss 2.3166 LearningRate 0.0365 Epoch: 7 Global Step: 132050 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:15,708-Speed 3336.07 samples/sec Loss 2.2911 LearningRate 0.0365 Epoch: 7 Global Step: 132060 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:18,799-Speed 3313.92 samples/sec Loss 2.2654 LearningRate 0.0365 Epoch: 7 Global Step: 132070 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:21,877-Speed 3327.14 samples/sec Loss 2.3061 LearningRate 0.0365 Epoch: 7 Global Step: 132080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:24,957-Speed 3325.81 samples/sec Loss 2.2950 LearningRate 0.0365 Epoch: 7 Global Step: 132090 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:28,108-Speed 3250.51 samples/sec Loss 2.2997 LearningRate 0.0365 Epoch: 7 Global Step: 132100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:31,353-Speed 3156.32 samples/sec Loss 2.2592 LearningRate 0.0365 Epoch: 7 Global Step: 132110 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:34,575-Speed 3178.63 samples/sec Loss 2.2221 LearningRate 0.0365 Epoch: 7 Global Step: 132120 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:37,680-Speed 3298.99 samples/sec Loss 2.2853 LearningRate 0.0365 Epoch: 7 Global Step: 132130 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:40,782-Speed 3301.34 samples/sec Loss 2.2968 LearningRate 0.0365 Epoch: 7 Global Step: 132140 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:43,961-Speed 3222.73 samples/sec Loss 2.2361 LearningRate 0.0365 Epoch: 7 Global Step: 132150 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:47,144-Speed 3216.99 samples/sec Loss 2.2495 LearningRate 0.0365 Epoch: 7 Global Step: 132160 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:50,226-Speed 3323.18 samples/sec Loss 2.2980 LearningRate 0.0365 Epoch: 7 Global Step: 132170 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:13:53,306-Speed 3325.43 samples/sec Loss 2.2830 LearningRate 0.0365 Epoch: 7 Global Step: 132180 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:13:56,412-Speed 3298.88 samples/sec Loss 2.2584 LearningRate 0.0365 Epoch: 7 Global Step: 132190 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:13:59,560-Speed 3253.14 samples/sec Loss 2.2525 LearningRate 0.0365 Epoch: 7 Global Step: 132200 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:02,656-Speed 3307.70 samples/sec Loss 2.2365 LearningRate 0.0365 Epoch: 7 Global Step: 132210 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:05,767-Speed 3292.87 samples/sec Loss 2.2490 LearningRate 0.0365 Epoch: 7 Global Step: 132220 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:08,901-Speed 3268.18 samples/sec Loss 2.1837 LearningRate 0.0365 Epoch: 7 Global Step: 132230 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:12,047-Speed 3255.86 samples/sec Loss 2.2272 LearningRate 0.0365 Epoch: 7 Global Step: 132240 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:15,217-Speed 3230.86 samples/sec Loss 2.2321 LearningRate 0.0365 Epoch: 7 Global Step: 132250 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:18,317-Speed 3304.00 samples/sec Loss 2.3151 LearningRate 0.0365 Epoch: 7 Global Step: 132260 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:21,402-Speed 3320.02 samples/sec Loss 2.2145 LearningRate 0.0365 Epoch: 7 Global Step: 132270 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:14:24,480-Speed 3328.06 samples/sec Loss 2.2452 LearningRate 0.0365 Epoch: 7 Global Step: 132280 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:27,574-Speed 3309.93 samples/sec Loss 2.2795 LearningRate 0.0364 Epoch: 7 Global Step: 132290 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:30,653-Speed 3326.33 samples/sec Loss 2.2836 LearningRate 0.0364 Epoch: 7 Global Step: 132300 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:33,736-Speed 3322.03 samples/sec Loss 2.2524 LearningRate 0.0364 Epoch: 7 Global Step: 132310 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:36,914-Speed 3223.41 samples/sec Loss 2.2904 LearningRate 0.0364 Epoch: 7 Global Step: 132320 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:40,136-Speed 3179.83 samples/sec Loss 2.2985 LearningRate 0.0364 Epoch: 7 Global Step: 132330 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:43,284-Speed 3252.79 samples/sec Loss 2.3096 LearningRate 0.0364 Epoch: 7 Global Step: 132340 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:46,374-Speed 3315.50 samples/sec Loss 2.2752 LearningRate 0.0364 Epoch: 7 Global Step: 132350 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:49,474-Speed 3302.96 samples/sec Loss 2.3216 LearningRate 0.0364 Epoch: 7 Global Step: 132360 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:52,597-Speed 3280.91 samples/sec Loss 2.2315 LearningRate 0.0364 Epoch: 7 Global Step: 132370 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:55,678-Speed 3323.92 samples/sec Loss 2.3032 LearningRate 0.0364 Epoch: 7 Global Step: 132380 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:14:58,770-Speed 3312.58 samples/sec Loss 2.1735 LearningRate 0.0364 Epoch: 7 Global Step: 132390 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:01,877-Speed 3295.90 samples/sec Loss 2.3165 LearningRate 0.0364 Epoch: 7 Global Step: 132400 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:04,996-Speed 3284.14 samples/sec Loss 2.2481 LearningRate 0.0364 Epoch: 7 Global Step: 132410 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:08,122-Speed 3276.91 samples/sec Loss 2.2268 LearningRate 0.0364 Epoch: 7 Global Step: 132420 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:11,233-Speed 3292.97 samples/sec Loss 2.2533 LearningRate 0.0364 Epoch: 7 Global Step: 132430 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:14,348-Speed 3287.95 samples/sec Loss 2.2673 LearningRate 0.0364 Epoch: 7 Global Step: 132440 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:17,466-Speed 3283.98 samples/sec Loss 2.2804 LearningRate 0.0364 Epoch: 7 Global Step: 132450 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:20,613-Speed 3255.36 samples/sec Loss 2.2426 LearningRate 0.0364 Epoch: 7 Global Step: 132460 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:23,738-Speed 3277.76 samples/sec Loss 2.2610 LearningRate 0.0364 Epoch: 7 Global Step: 132470 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:26,839-Speed 3302.32 samples/sec Loss 2.2513 LearningRate 0.0364 Epoch: 7 Global Step: 132480 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:15:29,938-Speed 3305.39 samples/sec Loss 2.2708 LearningRate 0.0364 Epoch: 7 Global Step: 132490 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:33,038-Speed 3303.59 samples/sec Loss 2.1951 LearningRate 0.0364 Epoch: 7 Global Step: 132500 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:36,157-Speed 3283.74 samples/sec Loss 2.2653 LearningRate 0.0364 Epoch: 7 Global Step: 132510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:39,290-Speed 3270.11 samples/sec Loss 2.2831 LearningRate 0.0364 Epoch: 7 Global Step: 132520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:42,385-Speed 3308.92 samples/sec Loss 2.1912 LearningRate 0.0364 Epoch: 7 Global Step: 132530 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:45,594-Speed 3191.71 samples/sec Loss 2.2226 LearningRate 0.0364 Epoch: 7 Global Step: 132540 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:48,847-Speed 3148.83 samples/sec Loss 2.3331 LearningRate 0.0364 Epoch: 7 Global Step: 132550 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:52,020-Speed 3227.38 samples/sec Loss 2.3131 LearningRate 0.0363 Epoch: 7 Global Step: 132560 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:55,205-Speed 3216.70 samples/sec Loss 2.2944 LearningRate 0.0363 Epoch: 7 Global Step: 132570 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:15:58,350-Speed 3256.63 samples/sec Loss 2.2339 LearningRate 0.0363 Epoch: 7 Global Step: 132580 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:16:01,562-Speed 3188.61 samples/sec Loss 2.3040 LearningRate 0.0363 Epoch: 7 Global Step: 132590 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:16:04,646-Speed 3321.44 samples/sec Loss 2.2319 LearningRate 0.0363 Epoch: 7 Global Step: 132600 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:16:07,757-Speed 3292.52 samples/sec Loss 2.2818 LearningRate 0.0363 Epoch: 7 Global Step: 132610 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:10,843-Speed 3318.39 samples/sec Loss 2.2813 LearningRate 0.0363 Epoch: 7 Global Step: 132620 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:13,943-Speed 3304.42 samples/sec Loss 2.2357 LearningRate 0.0363 Epoch: 7 Global Step: 132630 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:17,084-Speed 3260.87 samples/sec Loss 2.2242 LearningRate 0.0363 Epoch: 7 Global Step: 132640 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:20,202-Speed 3284.99 samples/sec Loss 2.2374 LearningRate 0.0363 Epoch: 7 Global Step: 132650 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:23,317-Speed 3288.55 samples/sec Loss 2.2629 LearningRate 0.0363 Epoch: 7 Global Step: 132660 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:26,531-Speed 3186.08 samples/sec Loss 2.2605 LearningRate 0.0363 Epoch: 7 Global Step: 132670 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:29,673-Speed 3260.16 samples/sec Loss 2.2544 LearningRate 0.0363 Epoch: 7 Global Step: 132680 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:32,822-Speed 3252.43 samples/sec Loss 2.2753 LearningRate 0.0363 Epoch: 7 Global Step: 132690 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:36,003-Speed 3219.96 samples/sec Loss 2.2697 LearningRate 0.0363 Epoch: 7 Global Step: 132700 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:39,084-Speed 3324.87 samples/sec Loss 2.1881 LearningRate 0.0363 Epoch: 7 Global Step: 132710 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:16:42,170-Speed 3318.89 samples/sec Loss 2.2637 LearningRate 0.0363 Epoch: 7 Global Step: 132720 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:16:45,265-Speed 3309.40 samples/sec Loss 2.2743 LearningRate 0.0363 Epoch: 7 Global Step: 132730 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:16:48,376-Speed 3291.99 samples/sec Loss 2.2361 LearningRate 0.0363 Epoch: 7 Global Step: 132740 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:16:51,486-Speed 3293.56 samples/sec Loss 2.2717 LearningRate 0.0363 Epoch: 7 Global Step: 132750 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:16:54,649-Speed 3238.81 samples/sec Loss 2.1776 LearningRate 0.0363 Epoch: 7 Global Step: 132760 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:16:57,775-Speed 3276.80 samples/sec Loss 2.2499 LearningRate 0.0363 Epoch: 7 Global Step: 132770 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:00,928-Speed 3247.85 samples/sec Loss 2.2696 LearningRate 0.0363 Epoch: 7 Global Step: 132780 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:04,049-Speed 3281.54 samples/sec Loss 2.2443 LearningRate 0.0363 Epoch: 7 Global Step: 132790 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:07,147-Speed 3306.95 samples/sec Loss 2.2494 LearningRate 0.0363 Epoch: 7 Global Step: 132800 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:10,274-Speed 3275.66 samples/sec Loss 2.2443 LearningRate 0.0363 Epoch: 7 Global Step: 132810 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:13,484-Speed 3190.41 samples/sec Loss 2.2648 LearningRate 0.0363 Epoch: 7 Global Step: 132820 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:16,578-Speed 3311.81 samples/sec Loss 2.3007 LearningRate 0.0363 Epoch: 7 Global Step: 132830 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:19,666-Speed 3316.31 samples/sec Loss 2.2142 LearningRate 0.0362 Epoch: 7 Global Step: 132840 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:22,751-Speed 3320.40 samples/sec Loss 2.2994 LearningRate 0.0362 Epoch: 7 Global Step: 132850 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:17:25,839-Speed 3316.18 samples/sec Loss 2.3140 LearningRate 0.0362 Epoch: 7 Global Step: 132860 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:28,964-Speed 3277.53 samples/sec Loss 2.2120 LearningRate 0.0362 Epoch: 7 Global Step: 132870 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:32,080-Speed 3287.26 samples/sec Loss 2.1898 LearningRate 0.0362 Epoch: 7 Global Step: 132880 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:35,169-Speed 3316.50 samples/sec Loss 2.2177 LearningRate 0.0362 Epoch: 7 Global Step: 132890 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:38,261-Speed 3312.53 samples/sec Loss 2.3106 LearningRate 0.0362 Epoch: 7 Global Step: 132900 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:41,355-Speed 3310.03 samples/sec Loss 2.2638 LearningRate 0.0362 Epoch: 7 Global Step: 132910 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:44,462-Speed 3296.51 samples/sec Loss 2.2408 LearningRate 0.0362 Epoch: 7 Global Step: 132920 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:47,556-Speed 3310.06 samples/sec Loss 2.3178 LearningRate 0.0362 Epoch: 7 Global Step: 132930 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:50,646-Speed 3315.38 samples/sec Loss 2.2673 LearningRate 0.0362 Epoch: 7 Global Step: 132940 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:53,738-Speed 3311.65 samples/sec Loss 2.2546 LearningRate 0.0362 Epoch: 7 Global Step: 132950 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:56,832-Speed 3310.53 samples/sec Loss 2.3168 LearningRate 0.0362 Epoch: 7 Global Step: 132960 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:17:59,961-Speed 3273.34 samples/sec Loss 2.2412 LearningRate 0.0362 Epoch: 7 Global Step: 132970 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:03,036-Speed 3331.82 samples/sec Loss 2.2054 LearningRate 0.0362 Epoch: 7 Global Step: 132980 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:06,126-Speed 3313.94 samples/sec Loss 2.2982 LearningRate 0.0362 Epoch: 7 Global Step: 132990 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:09,220-Speed 3311.13 samples/sec Loss 2.2667 LearningRate 0.0362 Epoch: 7 Global Step: 133000 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:12,304-Speed 3321.03 samples/sec Loss 2.3009 LearningRate 0.0362 Epoch: 7 Global Step: 133010 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:15,391-Speed 3317.71 samples/sec Loss 2.2124 LearningRate 0.0362 Epoch: 7 Global Step: 133020 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:18,495-Speed 3299.84 samples/sec Loss 2.2885 LearningRate 0.0362 Epoch: 7 Global Step: 133030 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:21,582-Speed 3318.76 samples/sec Loss 2.2425 LearningRate 0.0362 Epoch: 7 Global Step: 133040 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:24,710-Speed 3273.66 samples/sec Loss 2.2472 LearningRate 0.0362 Epoch: 7 Global Step: 133050 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:27,832-Speed 3281.54 samples/sec Loss 2.2391 LearningRate 0.0362 Epoch: 7 Global Step: 133060 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:30,967-Speed 3266.31 samples/sec Loss 2.3012 LearningRate 0.0362 Epoch: 7 Global Step: 133070 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:18:34,072-Speed 3299.37 samples/sec Loss 2.1435 LearningRate 0.0362 Epoch: 7 Global Step: 133080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:37,233-Speed 3240.01 samples/sec Loss 2.3379 LearningRate 0.0362 Epoch: 7 Global Step: 133090 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:40,353-Speed 3283.20 samples/sec Loss 2.2983 LearningRate 0.0362 Epoch: 7 Global Step: 133100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:43,472-Speed 3283.43 samples/sec Loss 2.2723 LearningRate 0.0362 Epoch: 7 Global Step: 133110 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:46,609-Speed 3266.17 samples/sec Loss 2.2963 LearningRate 0.0361 Epoch: 7 Global Step: 133120 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:49,778-Speed 3232.11 samples/sec Loss 2.2997 LearningRate 0.0361 Epoch: 7 Global Step: 133130 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:52,869-Speed 3312.92 samples/sec Loss 2.3111 LearningRate 0.0361 Epoch: 7 Global Step: 133140 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:56,072-Speed 3198.16 samples/sec Loss 2.2874 LearningRate 0.0361 Epoch: 7 Global Step: 133150 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:18:59,342-Speed 3132.36 samples/sec Loss 2.2424 LearningRate 0.0361 Epoch: 7 Global Step: 133160 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:02,501-Speed 3242.80 samples/sec Loss 2.2324 LearningRate 0.0361 Epoch: 7 Global Step: 133170 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:05,598-Speed 3306.72 samples/sec Loss 2.2449 LearningRate 0.0361 Epoch: 7 Global Step: 133180 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:08,782-Speed 3216.85 samples/sec Loss 2.2454 LearningRate 0.0361 Epoch: 7 Global Step: 133190 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:11,916-Speed 3268.32 samples/sec Loss 2.2649 LearningRate 0.0361 Epoch: 7 Global Step: 133200 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:15,107-Speed 3209.07 samples/sec Loss 2.2315 LearningRate 0.0361 Epoch: 7 Global Step: 133210 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:18,293-Speed 3215.94 samples/sec Loss 2.2719 LearningRate 0.0361 Epoch: 7 Global Step: 133220 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:21,391-Speed 3305.89 samples/sec Loss 2.2596 LearningRate 0.0361 Epoch: 7 Global Step: 133230 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:24,494-Speed 3300.55 samples/sec Loss 2.2929 LearningRate 0.0361 Epoch: 7 Global Step: 133240 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:27,606-Speed 3291.19 samples/sec Loss 2.3158 LearningRate 0.0361 Epoch: 7 Global Step: 133250 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:30,704-Speed 3306.73 samples/sec Loss 2.2546 LearningRate 0.0361 Epoch: 7 Global Step: 133260 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:33,815-Speed 3291.90 samples/sec Loss 2.2381 LearningRate 0.0361 Epoch: 7 Global Step: 133270 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:36,894-Speed 3327.22 samples/sec Loss 2.2418 LearningRate 0.0361 Epoch: 7 Global Step: 133280 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:39,985-Speed 3312.61 samples/sec Loss 2.2676 LearningRate 0.0361 Epoch: 7 Global Step: 133290 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:43,136-Speed 3250.95 samples/sec Loss 2.1963 LearningRate 0.0361 Epoch: 7 Global Step: 133300 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:46,254-Speed 3284.82 samples/sec Loss 2.2589 LearningRate 0.0361 Epoch: 7 Global Step: 133310 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:49,364-Speed 3293.17 samples/sec Loss 2.2396 LearningRate 0.0361 Epoch: 7 Global Step: 133320 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:52,467-Speed 3301.77 samples/sec Loss 2.2511 LearningRate 0.0361 Epoch: 7 Global Step: 133330 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:55,561-Speed 3309.64 samples/sec Loss 2.2364 LearningRate 0.0361 Epoch: 7 Global Step: 133340 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:19:58,675-Speed 3290.12 samples/sec Loss 2.2301 LearningRate 0.0361 Epoch: 7 Global Step: 133350 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:01,761-Speed 3318.95 samples/sec Loss 2.1890 LearningRate 0.0361 Epoch: 7 Global Step: 133360 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:04,862-Speed 3302.11 samples/sec Loss 2.2531 LearningRate 0.0361 Epoch: 7 Global Step: 133370 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:07,977-Speed 3287.90 samples/sec Loss 2.2314 LearningRate 0.0361 Epoch: 7 Global Step: 133380 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:11,072-Speed 3309.79 samples/sec Loss 2.3112 LearningRate 0.0360 Epoch: 7 Global Step: 133390 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:14,157-Speed 3320.86 samples/sec Loss 2.1955 LearningRate 0.0360 Epoch: 7 Global Step: 133400 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:17,293-Speed 3265.05 samples/sec Loss 2.2738 LearningRate 0.0360 Epoch: 7 Global Step: 133410 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:20,380-Speed 3318.59 samples/sec Loss 2.3431 LearningRate 0.0360 Epoch: 7 Global Step: 133420 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:23,467-Speed 3317.91 samples/sec Loss 2.2768 LearningRate 0.0360 Epoch: 7 Global Step: 133430 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:26,637-Speed 3231.05 samples/sec Loss 2.1844 LearningRate 0.0360 Epoch: 7 Global Step: 133440 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:29,729-Speed 3312.30 samples/sec Loss 2.2684 LearningRate 0.0360 Epoch: 7 Global Step: 133450 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:32,835-Speed 3297.48 samples/sec Loss 2.2116 LearningRate 0.0360 Epoch: 7 Global Step: 133460 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:35,921-Speed 3320.45 samples/sec Loss 2.2776 LearningRate 0.0360 Epoch: 7 Global Step: 133470 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:39,013-Speed 3312.30 samples/sec Loss 2.2154 LearningRate 0.0360 Epoch: 7 Global Step: 133480 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:42,147-Speed 3268.36 samples/sec Loss 2.2593 LearningRate 0.0360 Epoch: 7 Global Step: 133490 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:45,238-Speed 3313.53 samples/sec Loss 2.2459 LearningRate 0.0360 Epoch: 7 Global Step: 133500 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:48,330-Speed 3312.38 samples/sec Loss 2.3430 LearningRate 0.0360 Epoch: 7 Global Step: 133510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:20:53,668-Speed 1918.51 samples/sec Loss 2.2983 LearningRate 0.0360 Epoch: 7 Global Step: 133520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:32,788-Speed 261.77 samples/sec Loss 2.0783 LearningRate 0.0360 Epoch: 8 Global Step: 133530 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:36,160-Speed 3037.87 samples/sec Loss 1.7827 LearningRate 0.0360 Epoch: 8 Global Step: 133540 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:39,572-Speed 3001.35 samples/sec Loss 1.7454 LearningRate 0.0360 Epoch: 8 Global Step: 133550 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:42,667-Speed 3309.77 samples/sec Loss 1.7213 LearningRate 0.0360 Epoch: 8 Global Step: 133560 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:45,818-Speed 3250.75 samples/sec Loss 1.6949 LearningRate 0.0360 Epoch: 8 Global Step: 133570 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:48,906-Speed 3316.59 samples/sec Loss 1.7338 LearningRate 0.0360 Epoch: 8 Global Step: 133580 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:52,021-Speed 3288.47 samples/sec Loss 1.6751 LearningRate 0.0360 Epoch: 8 Global Step: 133590 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:55,118-Speed 3307.48 samples/sec Loss 1.7189 LearningRate 0.0360 Epoch: 8 Global Step: 133600 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:21:58,212-Speed 3309.71 samples/sec Loss 1.7271 LearningRate 0.0360 Epoch: 8 Global Step: 133610 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:01,340-Speed 3274.60 samples/sec Loss 1.7284 LearningRate 0.0360 Epoch: 8 Global Step: 133620 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:04,456-Speed 3286.91 samples/sec Loss 1.7856 LearningRate 0.0360 Epoch: 8 Global Step: 133630 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:07,575-Speed 3283.38 samples/sec Loss 1.6866 LearningRate 0.0360 Epoch: 8 Global Step: 133640 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:10,734-Speed 3242.91 samples/sec Loss 1.6876 LearningRate 0.0360 Epoch: 8 Global Step: 133650 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:13,963-Speed 3171.05 samples/sec Loss 1.7685 LearningRate 0.0360 Epoch: 8 Global Step: 133660 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:17,145-Speed 3219.87 samples/sec Loss 1.7155 LearningRate 0.0359 Epoch: 8 Global Step: 133670 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:20,317-Speed 3229.14 samples/sec Loss 1.6770 LearningRate 0.0359 Epoch: 8 Global Step: 133680 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:22:23,786-Speed 2952.19 samples/sec Loss 1.7617 LearningRate 0.0359 Epoch: 8 Global Step: 133690 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:26,907-Speed 3281.18 samples/sec Loss 1.7272 LearningRate 0.0359 Epoch: 8 Global Step: 133700 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:30,209-Speed 3102.23 samples/sec Loss 1.6848 LearningRate 0.0359 Epoch: 8 Global Step: 133710 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:33,303-Speed 3310.12 samples/sec Loss 1.7382 LearningRate 0.0359 Epoch: 8 Global Step: 133720 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:36,435-Speed 3270.03 samples/sec Loss 1.6689 LearningRate 0.0359 Epoch: 8 Global Step: 133730 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:39,552-Speed 3285.90 samples/sec Loss 1.7181 LearningRate 0.0359 Epoch: 8 Global Step: 133740 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:22:42,700-Speed 3254.42 samples/sec Loss 1.7089 LearningRate 0.0359 Epoch: 8 Global Step: 133750 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:22:45,879-Speed 3222.04 samples/sec Loss 1.6274 LearningRate 0.0359 Epoch: 8 Global Step: 133760 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:22:49,034-Speed 3245.99 samples/sec Loss 1.7010 LearningRate 0.0359 Epoch: 8 Global Step: 133770 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:22:52,163-Speed 3273.42 samples/sec Loss 1.6991 LearningRate 0.0359 Epoch: 8 Global Step: 133780 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:22:55,286-Speed 3279.36 samples/sec Loss 1.6806 LearningRate 0.0359 Epoch: 8 Global Step: 133790 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:22:58,461-Speed 3226.81 samples/sec Loss 1.6909 LearningRate 0.0359 Epoch: 8 Global Step: 133800 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:23:01,560-Speed 3304.47 samples/sec Loss 1.6776 LearningRate 0.0359 Epoch: 8 Global Step: 133810 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:23:04,669-Speed 3294.27 samples/sec Loss 1.7517 LearningRate 0.0359 Epoch: 8 Global Step: 133820 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:23:07,775-Speed 3297.89 samples/sec Loss 1.7050 LearningRate 0.0359 Epoch: 8 Global Step: 133830 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:23:10,884-Speed 3294.37 samples/sec Loss 1.6904 LearningRate 0.0359 Epoch: 8 Global Step: 133840 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:23:13,982-Speed 3306.28 samples/sec Loss 1.7213 LearningRate 0.0359 Epoch: 8 Global Step: 133850 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:17,076-Speed 3310.73 samples/sec Loss 1.6937 LearningRate 0.0359 Epoch: 8 Global Step: 133860 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:20,165-Speed 3314.98 samples/sec Loss 1.6971 LearningRate 0.0359 Epoch: 8 Global Step: 133870 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:23,245-Speed 3325.92 samples/sec Loss 1.6819 LearningRate 0.0359 Epoch: 8 Global Step: 133880 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:26,329-Speed 3320.79 samples/sec Loss 1.7362 LearningRate 0.0359 Epoch: 8 Global Step: 133890 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:29,413-Speed 3320.78 samples/sec Loss 1.7290 LearningRate 0.0359 Epoch: 8 Global Step: 133900 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:32,521-Speed 3295.99 samples/sec Loss 1.6900 LearningRate 0.0359 Epoch: 8 Global Step: 133910 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:35,617-Speed 3307.85 samples/sec Loss 1.7242 LearningRate 0.0359 Epoch: 8 Global Step: 133920 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:38,712-Speed 3309.69 samples/sec Loss 1.7042 LearningRate 0.0359 Epoch: 8 Global Step: 133930 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:41,810-Speed 3306.02 samples/sec Loss 1.7140 LearningRate 0.0359 Epoch: 8 Global Step: 133940 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:44,881-Speed 3335.57 samples/sec Loss 1.7526 LearningRate 0.0358 Epoch: 8 Global Step: 133950 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:47,966-Speed 3319.70 samples/sec Loss 1.7106 LearningRate 0.0358 Epoch: 8 Global Step: 133960 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:51,049-Speed 3321.87 samples/sec Loss 1.6952 LearningRate 0.0358 Epoch: 8 Global Step: 133970 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:54,135-Speed 3319.15 samples/sec Loss 1.7127 LearningRate 0.0358 Epoch: 8 Global Step: 133980 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:23:57,249-Speed 3289.10 samples/sec Loss 1.7439 LearningRate 0.0358 Epoch: 8 Global Step: 133990 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:24:00,346-Speed 3307.64 samples/sec Loss 1.7661 LearningRate 0.0358 Epoch: 8 Global Step: 134000 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:24:44,284-[lfw][134000]XNorm: 20.831489 Training: 2022-04-11 13:24:44,285-[lfw][134000]Accuracy-Flip: 0.99717+-0.00325 Training: 2022-04-11 13:24:44,285-[lfw][134000]Accuracy-Highest: 0.99817 Training: 2022-04-11 13:25:35,284-[cfp_fp][134000]XNorm: 20.640670 Training: 2022-04-11 13:25:35,284-[cfp_fp][134000]Accuracy-Flip: 0.98814+-0.00474 Training: 2022-04-11 13:25:35,285-[cfp_fp][134000]Accuracy-Highest: 0.98814 Training: 2022-04-11 13:26:19,137-[agedb_30][134000]XNorm: 21.327300 Training: 2022-04-11 13:26:19,137-[agedb_30][134000]Accuracy-Flip: 0.98150+-0.00773 Training: 2022-04-11 13:26:19,138-[agedb_30][134000]Accuracy-Highest: 0.98317 Training: 2022-04-11 13:26:22,211-Speed 72.18 samples/sec Loss 1.7079 LearningRate 0.0358 Epoch: 8 Global Step: 134010 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:26:25,285-Speed 3331.36 samples/sec Loss 1.7187 LearningRate 0.0358 Epoch: 8 Global Step: 134020 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:26:28,357-Speed 3335.13 samples/sec Loss 1.6630 LearningRate 0.0358 Epoch: 8 Global Step: 134030 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:26:31,466-Speed 3293.57 samples/sec Loss 1.6354 LearningRate 0.0358 Epoch: 8 Global Step: 134040 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:26:34,591-Speed 3278.44 samples/sec Loss 1.7305 LearningRate 0.0358 Epoch: 8 Global Step: 134050 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:26:37,657-Speed 3340.52 samples/sec Loss 1.6404 LearningRate 0.0358 Epoch: 8 Global Step: 134060 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:26:40,730-Speed 3334.10 samples/sec Loss 1.7674 LearningRate 0.0358 Epoch: 8 Global Step: 134070 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:26:43,803-Speed 3332.14 samples/sec Loss 1.7342 LearningRate 0.0358 Epoch: 8 Global Step: 134080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:26:46,864-Speed 3345.66 samples/sec Loss 1.7463 LearningRate 0.0358 Epoch: 8 Global Step: 134090 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:26:49,983-Speed 3283.86 samples/sec Loss 1.7133 LearningRate 0.0358 Epoch: 8 Global Step: 134100 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:26:53,090-Speed 3296.34 samples/sec Loss 1.7264 LearningRate 0.0358 Epoch: 8 Global Step: 134110 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:26:56,292-Speed 3199.40 samples/sec Loss 1.7735 LearningRate 0.0358 Epoch: 8 Global Step: 134120 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:26:59,421-Speed 3272.97 samples/sec Loss 1.6929 LearningRate 0.0358 Epoch: 8 Global Step: 134130 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:02,501-Speed 3325.56 samples/sec Loss 1.7574 LearningRate 0.0358 Epoch: 8 Global Step: 134140 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:05,583-Speed 3324.23 samples/sec Loss 1.7582 LearningRate 0.0358 Epoch: 8 Global Step: 134150 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:08,698-Speed 3287.31 samples/sec Loss 1.6420 LearningRate 0.0358 Epoch: 8 Global Step: 134160 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:11,770-Speed 3333.84 samples/sec Loss 1.7743 LearningRate 0.0358 Epoch: 8 Global Step: 134170 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:14,854-Speed 3321.62 samples/sec Loss 1.7383 LearningRate 0.0358 Epoch: 8 Global Step: 134180 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:18,022-Speed 3232.82 samples/sec Loss 1.7511 LearningRate 0.0358 Epoch: 8 Global Step: 134190 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:27:21,101-Speed 3326.51 samples/sec Loss 1.7156 LearningRate 0.0358 Epoch: 8 Global Step: 134200 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:27:24,203-Speed 3301.99 samples/sec Loss 1.7166 LearningRate 0.0358 Epoch: 8 Global Step: 134210 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:27:27,398-Speed 3205.67 samples/sec Loss 1.7244 LearningRate 0.0358 Epoch: 8 Global Step: 134220 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:27:30,527-Speed 3272.94 samples/sec Loss 1.7404 LearningRate 0.0357 Epoch: 8 Global Step: 134230 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:27:33,594-Speed 3340.25 samples/sec Loss 1.7578 LearningRate 0.0357 Epoch: 8 Global Step: 134240 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:36,675-Speed 3324.56 samples/sec Loss 1.7546 LearningRate 0.0357 Epoch: 8 Global Step: 134250 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:39,750-Speed 3330.23 samples/sec Loss 1.7621 LearningRate 0.0357 Epoch: 8 Global Step: 134260 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:42,837-Speed 3318.01 samples/sec Loss 1.6654 LearningRate 0.0357 Epoch: 8 Global Step: 134270 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:45,978-Speed 3261.10 samples/sec Loss 1.7721 LearningRate 0.0357 Epoch: 8 Global Step: 134280 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:49,063-Speed 3319.15 samples/sec Loss 1.7615 LearningRate 0.0357 Epoch: 8 Global Step: 134290 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:52,233-Speed 3231.37 samples/sec Loss 1.7710 LearningRate 0.0357 Epoch: 8 Global Step: 134300 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:55,350-Speed 3286.38 samples/sec Loss 1.7130 LearningRate 0.0357 Epoch: 8 Global Step: 134310 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:27:58,421-Speed 3335.34 samples/sec Loss 1.7748 LearningRate 0.0357 Epoch: 8 Global Step: 134320 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:01,507-Speed 3318.31 samples/sec Loss 1.7957 LearningRate 0.0357 Epoch: 8 Global Step: 134330 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:04,604-Speed 3308.02 samples/sec Loss 1.7837 LearningRate 0.0357 Epoch: 8 Global Step: 134340 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:07,762-Speed 3243.09 samples/sec Loss 1.7500 LearningRate 0.0357 Epoch: 8 Global Step: 134350 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:10,911-Speed 3252.39 samples/sec Loss 1.7453 LearningRate 0.0357 Epoch: 8 Global Step: 134360 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:14,162-Speed 3149.90 samples/sec Loss 1.7171 LearningRate 0.0357 Epoch: 8 Global Step: 134370 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:17,261-Speed 3305.24 samples/sec Loss 1.7130 LearningRate 0.0357 Epoch: 8 Global Step: 134380 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:20,337-Speed 3330.02 samples/sec Loss 1.7499 LearningRate 0.0357 Epoch: 8 Global Step: 134390 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:23,447-Speed 3293.48 samples/sec Loss 1.7683 LearningRate 0.0357 Epoch: 8 Global Step: 134400 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:26,530-Speed 3322.80 samples/sec Loss 1.7540 LearningRate 0.0357 Epoch: 8 Global Step: 134410 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:29,606-Speed 3329.71 samples/sec Loss 1.7861 LearningRate 0.0357 Epoch: 8 Global Step: 134420 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:32,710-Speed 3299.20 samples/sec Loss 1.7409 LearningRate 0.0357 Epoch: 8 Global Step: 134430 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:28:35,772-Speed 3344.87 samples/sec Loss 1.7253 LearningRate 0.0357 Epoch: 8 Global Step: 134440 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:38,868-Speed 3308.67 samples/sec Loss 1.7602 LearningRate 0.0357 Epoch: 8 Global Step: 134450 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:41,940-Speed 3333.16 samples/sec Loss 1.7443 LearningRate 0.0357 Epoch: 8 Global Step: 134460 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:45,018-Speed 3328.63 samples/sec Loss 1.7659 LearningRate 0.0357 Epoch: 8 Global Step: 134470 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:48,103-Speed 3319.63 samples/sec Loss 1.7588 LearningRate 0.0357 Epoch: 8 Global Step: 134480 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:51,174-Speed 3335.36 samples/sec Loss 1.8476 LearningRate 0.0357 Epoch: 8 Global Step: 134490 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:54,251-Speed 3328.51 samples/sec Loss 1.7856 LearningRate 0.0357 Epoch: 8 Global Step: 134500 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:28:57,326-Speed 3330.91 samples/sec Loss 1.8247 LearningRate 0.0356 Epoch: 8 Global Step: 134510 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:00,426-Speed 3303.96 samples/sec Loss 1.7036 LearningRate 0.0356 Epoch: 8 Global Step: 134520 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:03,519-Speed 3312.26 samples/sec Loss 1.7467 LearningRate 0.0356 Epoch: 8 Global Step: 134530 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:06,577-Speed 3348.55 samples/sec Loss 1.8210 LearningRate 0.0356 Epoch: 8 Global Step: 134540 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:09,728-Speed 3250.90 samples/sec Loss 1.8288 LearningRate 0.0356 Epoch: 8 Global Step: 134550 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:12,802-Speed 3331.72 samples/sec Loss 1.8087 LearningRate 0.0356 Epoch: 8 Global Step: 134560 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:15,880-Speed 3328.19 samples/sec Loss 1.7722 LearningRate 0.0356 Epoch: 8 Global Step: 134570 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:18,956-Speed 3329.58 samples/sec Loss 1.7741 LearningRate 0.0356 Epoch: 8 Global Step: 134580 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:22,035-Speed 3326.99 samples/sec Loss 1.7536 LearningRate 0.0356 Epoch: 8 Global Step: 134590 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:25,112-Speed 3327.78 samples/sec Loss 1.7502 LearningRate 0.0356 Epoch: 8 Global Step: 134600 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:28,192-Speed 3325.80 samples/sec Loss 1.7578 LearningRate 0.0356 Epoch: 8 Global Step: 134610 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:31,266-Speed 3332.31 samples/sec Loss 1.7466 LearningRate 0.0356 Epoch: 8 Global Step: 134620 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:34,356-Speed 3317.44 samples/sec Loss 1.8171 LearningRate 0.0356 Epoch: 8 Global Step: 134630 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:37,428-Speed 3334.20 samples/sec Loss 1.8057 LearningRate 0.0356 Epoch: 8 Global Step: 134640 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:40,504-Speed 3330.18 samples/sec Loss 1.7816 LearningRate 0.0356 Epoch: 8 Global Step: 134650 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:43,646-Speed 3258.80 samples/sec Loss 1.7633 LearningRate 0.0356 Epoch: 8 Global Step: 134660 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:46,840-Speed 3207.98 samples/sec Loss 1.8154 LearningRate 0.0356 Epoch: 8 Global Step: 134670 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:49,997-Speed 3243.89 samples/sec Loss 1.7680 LearningRate 0.0356 Epoch: 8 Global Step: 134680 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:53,147-Speed 3251.22 samples/sec Loss 1.7617 LearningRate 0.0356 Epoch: 8 Global Step: 134690 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:56,239-Speed 3313.37 samples/sec Loss 1.8008 LearningRate 0.0356 Epoch: 8 Global Step: 134700 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:29:59,410-Speed 3230.20 samples/sec Loss 1.8154 LearningRate 0.0356 Epoch: 8 Global Step: 134710 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:30:02,630-Speed 3181.18 samples/sec Loss 1.7927 LearningRate 0.0356 Epoch: 8 Global Step: 134720 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:30:05,709-Speed 3326.70 samples/sec Loss 1.7244 LearningRate 0.0356 Epoch: 8 Global Step: 134730 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:30:08,791-Speed 3323.07 samples/sec Loss 1.7094 LearningRate 0.0356 Epoch: 8 Global Step: 134740 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:11,994-Speed 3197.30 samples/sec Loss 1.7695 LearningRate 0.0356 Epoch: 8 Global Step: 134750 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:15,086-Speed 3312.93 samples/sec Loss 1.7888 LearningRate 0.0356 Epoch: 8 Global Step: 134760 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:18,293-Speed 3193.50 samples/sec Loss 1.7855 LearningRate 0.0356 Epoch: 8 Global Step: 134770 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:21,382-Speed 3315.79 samples/sec Loss 1.8741 LearningRate 0.0356 Epoch: 8 Global Step: 134780 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:24,501-Speed 3283.20 samples/sec Loss 1.8348 LearningRate 0.0355 Epoch: 8 Global Step: 134790 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:27,585-Speed 3321.78 samples/sec Loss 1.7358 LearningRate 0.0355 Epoch: 8 Global Step: 134800 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:30,771-Speed 3214.71 samples/sec Loss 1.8254 LearningRate 0.0355 Epoch: 8 Global Step: 134810 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:33,854-Speed 3322.33 samples/sec Loss 1.8063 LearningRate 0.0355 Epoch: 8 Global Step: 134820 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:36,969-Speed 3288.24 samples/sec Loss 1.7834 LearningRate 0.0355 Epoch: 8 Global Step: 134830 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:40,041-Speed 3334.92 samples/sec Loss 1.8138 LearningRate 0.0355 Epoch: 8 Global Step: 134840 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:43,128-Speed 3317.55 samples/sec Loss 1.9024 LearningRate 0.0355 Epoch: 8 Global Step: 134850 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:46,203-Speed 3329.93 samples/sec Loss 1.7804 LearningRate 0.0355 Epoch: 8 Global Step: 134860 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:49,297-Speed 3311.12 samples/sec Loss 1.7965 LearningRate 0.0355 Epoch: 8 Global Step: 134870 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:52,378-Speed 3324.09 samples/sec Loss 1.7803 LearningRate 0.0355 Epoch: 8 Global Step: 134880 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:30:55,437-Speed 3348.05 samples/sec Loss 1.7398 LearningRate 0.0355 Epoch: 8 Global Step: 134890 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:30:58,512-Speed 3331.76 samples/sec Loss 1.7757 LearningRate 0.0355 Epoch: 8 Global Step: 134900 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:01,586-Speed 3331.34 samples/sec Loss 1.7712 LearningRate 0.0355 Epoch: 8 Global Step: 134910 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:04,666-Speed 3325.51 samples/sec Loss 1.7563 LearningRate 0.0355 Epoch: 8 Global Step: 134920 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:07,772-Speed 3297.93 samples/sec Loss 1.8047 LearningRate 0.0355 Epoch: 8 Global Step: 134930 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:10,874-Speed 3302.08 samples/sec Loss 1.7494 LearningRate 0.0355 Epoch: 8 Global Step: 134940 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:14,028-Speed 3248.02 samples/sec Loss 1.8493 LearningRate 0.0355 Epoch: 8 Global Step: 134950 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:17,109-Speed 3324.01 samples/sec Loss 1.8967 LearningRate 0.0355 Epoch: 8 Global Step: 134960 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:20,209-Speed 3304.10 samples/sec Loss 1.7008 LearningRate 0.0355 Epoch: 8 Global Step: 134970 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:23,287-Speed 3327.72 samples/sec Loss 1.7899 LearningRate 0.0355 Epoch: 8 Global Step: 134980 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:26,388-Speed 3303.43 samples/sec Loss 1.8403 LearningRate 0.0355 Epoch: 8 Global Step: 134990 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:31:29,469-Speed 3323.71 samples/sec Loss 1.8020 LearningRate 0.0355 Epoch: 8 Global Step: 135000 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:31:32,547-Speed 3327.50 samples/sec Loss 1.8440 LearningRate 0.0355 Epoch: 8 Global Step: 135010 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:31:35,650-Speed 3301.40 samples/sec Loss 1.7848 LearningRate 0.0355 Epoch: 8 Global Step: 135020 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:31:38,733-Speed 3321.46 samples/sec Loss 1.7881 LearningRate 0.0355 Epoch: 8 Global Step: 135030 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:41,813-Speed 3326.03 samples/sec Loss 1.7625 LearningRate 0.0355 Epoch: 8 Global Step: 135040 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:44,908-Speed 3309.18 samples/sec Loss 1.7776 LearningRate 0.0355 Epoch: 8 Global Step: 135050 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:47,986-Speed 3327.29 samples/sec Loss 1.7617 LearningRate 0.0355 Epoch: 8 Global Step: 135060 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:51,063-Speed 3329.24 samples/sec Loss 1.7996 LearningRate 0.0354 Epoch: 8 Global Step: 135070 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:54,140-Speed 3328.10 samples/sec Loss 1.7942 LearningRate 0.0354 Epoch: 8 Global Step: 135080 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:31:57,216-Speed 3330.36 samples/sec Loss 1.8366 LearningRate 0.0354 Epoch: 8 Global Step: 135090 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:00,333-Speed 3286.05 samples/sec Loss 1.7597 LearningRate 0.0354 Epoch: 8 Global Step: 135100 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:03,410-Speed 3328.36 samples/sec Loss 1.8466 LearningRate 0.0354 Epoch: 8 Global Step: 135110 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:06,493-Speed 3322.56 samples/sec Loss 1.8283 LearningRate 0.0354 Epoch: 8 Global Step: 135120 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:09,625-Speed 3270.26 samples/sec Loss 1.8687 LearningRate 0.0354 Epoch: 8 Global Step: 135130 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:32:12,704-Speed 3326.19 samples/sec Loss 1.7773 LearningRate 0.0354 Epoch: 8 Global Step: 135140 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:32:15,785-Speed 3324.72 samples/sec Loss 1.7962 LearningRate 0.0354 Epoch: 8 Global Step: 135150 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:32:18,861-Speed 3329.67 samples/sec Loss 1.8229 LearningRate 0.0354 Epoch: 8 Global Step: 135160 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:32:21,943-Speed 3323.13 samples/sec Loss 1.8856 LearningRate 0.0354 Epoch: 8 Global Step: 135170 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:32:25,032-Speed 3315.69 samples/sec Loss 1.7912 LearningRate 0.0354 Epoch: 8 Global Step: 135180 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:32:28,109-Speed 3329.25 samples/sec Loss 1.8109 LearningRate 0.0354 Epoch: 8 Global Step: 135190 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:32:31,274-Speed 3235.87 samples/sec Loss 1.8740 LearningRate 0.0354 Epoch: 8 Global Step: 135200 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:34,446-Speed 3228.96 samples/sec Loss 1.8449 LearningRate 0.0354 Epoch: 8 Global Step: 135210 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:37,532-Speed 3319.34 samples/sec Loss 1.8497 LearningRate 0.0354 Epoch: 8 Global Step: 135220 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:40,763-Speed 3169.20 samples/sec Loss 1.8374 LearningRate 0.0354 Epoch: 8 Global Step: 135230 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:43,874-Speed 3292.35 samples/sec Loss 1.8219 LearningRate 0.0354 Epoch: 8 Global Step: 135240 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:46,990-Speed 3287.63 samples/sec Loss 1.8813 LearningRate 0.0354 Epoch: 8 Global Step: 135250 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:50,067-Speed 3329.06 samples/sec Loss 1.8440 LearningRate 0.0354 Epoch: 8 Global Step: 135260 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:53,152-Speed 3319.80 samples/sec Loss 1.8595 LearningRate 0.0354 Epoch: 8 Global Step: 135270 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:56,252-Speed 3304.32 samples/sec Loss 1.8659 LearningRate 0.0354 Epoch: 8 Global Step: 135280 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:32:59,338-Speed 3318.86 samples/sec Loss 1.8685 LearningRate 0.0354 Epoch: 8 Global Step: 135290 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:02,404-Speed 3341.11 samples/sec Loss 1.8532 LearningRate 0.0354 Epoch: 8 Global Step: 135300 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:05,479-Speed 3330.24 samples/sec Loss 1.8422 LearningRate 0.0354 Epoch: 8 Global Step: 135310 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:08,626-Speed 3254.92 samples/sec Loss 1.8332 LearningRate 0.0354 Epoch: 8 Global Step: 135320 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:11,703-Speed 3328.90 samples/sec Loss 1.8777 LearningRate 0.0354 Epoch: 8 Global Step: 135330 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:14,783-Speed 3324.92 samples/sec Loss 1.8504 LearningRate 0.0354 Epoch: 8 Global Step: 135340 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:17,970-Speed 3214.83 samples/sec Loss 1.8555 LearningRate 0.0353 Epoch: 8 Global Step: 135350 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:21,196-Speed 3174.40 samples/sec Loss 1.8858 LearningRate 0.0353 Epoch: 8 Global Step: 135360 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:24,417-Speed 3179.62 samples/sec Loss 1.8686 LearningRate 0.0353 Epoch: 8 Global Step: 135370 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:27,569-Speed 3249.51 samples/sec Loss 1.8378 LearningRate 0.0353 Epoch: 8 Global Step: 135380 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:30,651-Speed 3323.59 samples/sec Loss 1.8461 LearningRate 0.0353 Epoch: 8 Global Step: 135390 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:33:33,722-Speed 3334.40 samples/sec Loss 1.7859 LearningRate 0.0353 Epoch: 8 Global Step: 135400 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:36,800-Speed 3328.12 samples/sec Loss 1.8732 LearningRate 0.0353 Epoch: 8 Global Step: 135410 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:39,882-Speed 3323.06 samples/sec Loss 1.8357 LearningRate 0.0353 Epoch: 8 Global Step: 135420 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:42,987-Speed 3299.07 samples/sec Loss 1.8356 LearningRate 0.0353 Epoch: 8 Global Step: 135430 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:46,126-Speed 3262.79 samples/sec Loss 1.8385 LearningRate 0.0353 Epoch: 8 Global Step: 135440 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:49,230-Speed 3300.11 samples/sec Loss 1.8432 LearningRate 0.0353 Epoch: 8 Global Step: 135450 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:52,318-Speed 3316.61 samples/sec Loss 1.8887 LearningRate 0.0353 Epoch: 8 Global Step: 135460 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:55,397-Speed 3326.53 samples/sec Loss 1.8375 LearningRate 0.0353 Epoch: 8 Global Step: 135470 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:33:58,485-Speed 3316.54 samples/sec Loss 1.9074 LearningRate 0.0353 Epoch: 8 Global Step: 135480 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:01,563-Speed 3327.66 samples/sec Loss 1.8401 LearningRate 0.0353 Epoch: 8 Global Step: 135490 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:04,661-Speed 3306.51 samples/sec Loss 1.7774 LearningRate 0.0353 Epoch: 8 Global Step: 135500 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:07,747-Speed 3318.91 samples/sec Loss 1.8257 LearningRate 0.0353 Epoch: 8 Global Step: 135510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:10,828-Speed 3324.54 samples/sec Loss 1.7924 LearningRate 0.0353 Epoch: 8 Global Step: 135520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:13,910-Speed 3323.16 samples/sec Loss 1.8258 LearningRate 0.0353 Epoch: 8 Global Step: 135530 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:16,999-Speed 3315.95 samples/sec Loss 1.8414 LearningRate 0.0353 Epoch: 8 Global Step: 135540 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:20,076-Speed 3328.92 samples/sec Loss 1.7917 LearningRate 0.0353 Epoch: 8 Global Step: 135550 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:23,165-Speed 3315.17 samples/sec Loss 1.8203 LearningRate 0.0353 Epoch: 8 Global Step: 135560 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:26,341-Speed 3224.69 samples/sec Loss 1.8471 LearningRate 0.0353 Epoch: 8 Global Step: 135570 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:29,514-Speed 3227.87 samples/sec Loss 1.8811 LearningRate 0.0353 Epoch: 8 Global Step: 135580 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:32,607-Speed 3311.96 samples/sec Loss 1.8520 LearningRate 0.0353 Epoch: 8 Global Step: 135590 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:35,698-Speed 3313.22 samples/sec Loss 1.8948 LearningRate 0.0353 Epoch: 8 Global Step: 135600 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:34:38,764-Speed 3340.51 samples/sec Loss 1.8714 LearningRate 0.0353 Epoch: 8 Global Step: 135610 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:34:41,846-Speed 3323.11 samples/sec Loss 1.8456 LearningRate 0.0353 Epoch: 8 Global Step: 135620 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:34:44,995-Speed 3252.81 samples/sec Loss 1.8881 LearningRate 0.0352 Epoch: 8 Global Step: 135630 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:34:48,090-Speed 3309.30 samples/sec Loss 1.9323 LearningRate 0.0352 Epoch: 8 Global Step: 135640 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:34:51,165-Speed 3331.68 samples/sec Loss 1.8806 LearningRate 0.0352 Epoch: 8 Global Step: 135650 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:34:54,242-Speed 3328.18 samples/sec Loss 1.8452 LearningRate 0.0352 Epoch: 8 Global Step: 135660 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:34:57,339-Speed 3307.51 samples/sec Loss 1.8742 LearningRate 0.0352 Epoch: 8 Global Step: 135670 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:00,507-Speed 3232.57 samples/sec Loss 1.8789 LearningRate 0.0352 Epoch: 8 Global Step: 135680 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:03,591-Speed 3321.28 samples/sec Loss 1.9205 LearningRate 0.0352 Epoch: 8 Global Step: 135690 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:06,830-Speed 3162.12 samples/sec Loss 1.8977 LearningRate 0.0352 Epoch: 8 Global Step: 135700 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:09,932-Speed 3301.85 samples/sec Loss 1.8059 LearningRate 0.0352 Epoch: 8 Global Step: 135710 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:13,021-Speed 3316.50 samples/sec Loss 1.8128 LearningRate 0.0352 Epoch: 8 Global Step: 135720 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:16,096-Speed 3330.53 samples/sec Loss 1.8851 LearningRate 0.0352 Epoch: 8 Global Step: 135730 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:19,263-Speed 3234.15 samples/sec Loss 1.8972 LearningRate 0.0352 Epoch: 8 Global Step: 135740 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:22,436-Speed 3228.00 samples/sec Loss 1.8853 LearningRate 0.0352 Epoch: 8 Global Step: 135750 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:25,511-Speed 3331.00 samples/sec Loss 1.8011 LearningRate 0.0352 Epoch: 8 Global Step: 135760 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:28,643-Speed 3269.42 samples/sec Loss 1.8125 LearningRate 0.0352 Epoch: 8 Global Step: 135770 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:31,736-Speed 3311.97 samples/sec Loss 1.7897 LearningRate 0.0352 Epoch: 8 Global Step: 135780 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:34,894-Speed 3242.85 samples/sec Loss 1.8591 LearningRate 0.0352 Epoch: 8 Global Step: 135790 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:37,981-Speed 3318.22 samples/sec Loss 1.8701 LearningRate 0.0352 Epoch: 8 Global Step: 135800 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:35:41,101-Speed 3283.39 samples/sec Loss 1.8844 LearningRate 0.0352 Epoch: 8 Global Step: 135810 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:35:44,225-Speed 3278.11 samples/sec Loss 1.8970 LearningRate 0.0352 Epoch: 8 Global Step: 135820 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:35:47,364-Speed 3262.47 samples/sec Loss 1.8226 LearningRate 0.0352 Epoch: 8 Global Step: 135830 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:35:50,457-Speed 3311.80 samples/sec Loss 1.8548 LearningRate 0.0352 Epoch: 8 Global Step: 135840 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:35:53,536-Speed 3326.57 samples/sec Loss 1.8973 LearningRate 0.0352 Epoch: 8 Global Step: 135850 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:35:56,617-Speed 3324.55 samples/sec Loss 1.8606 LearningRate 0.0352 Epoch: 8 Global Step: 135860 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:35:59,725-Speed 3295.34 samples/sec Loss 1.8093 LearningRate 0.0352 Epoch: 8 Global Step: 135870 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:02,826-Speed 3302.81 samples/sec Loss 1.8904 LearningRate 0.0352 Epoch: 8 Global Step: 135880 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:05,917-Speed 3313.47 samples/sec Loss 1.8927 LearningRate 0.0352 Epoch: 8 Global Step: 135890 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:08,995-Speed 3327.06 samples/sec Loss 1.8998 LearningRate 0.0352 Epoch: 8 Global Step: 135900 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:12,066-Speed 3335.65 samples/sec Loss 1.9491 LearningRate 0.0351 Epoch: 8 Global Step: 135910 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:15,146-Speed 3325.47 samples/sec Loss 1.9213 LearningRate 0.0351 Epoch: 8 Global Step: 135920 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:18,255-Speed 3294.74 samples/sec Loss 1.8718 LearningRate 0.0351 Epoch: 8 Global Step: 135930 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:21,337-Speed 3322.73 samples/sec Loss 1.8753 LearningRate 0.0351 Epoch: 8 Global Step: 135940 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:24,461-Speed 3278.52 samples/sec Loss 1.9017 LearningRate 0.0351 Epoch: 8 Global Step: 135950 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:27,542-Speed 3325.25 samples/sec Loss 1.9393 LearningRate 0.0351 Epoch: 8 Global Step: 135960 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:30,674-Speed 3269.81 samples/sec Loss 1.8492 LearningRate 0.0351 Epoch: 8 Global Step: 135970 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:33,764-Speed 3314.41 samples/sec Loss 1.8662 LearningRate 0.0351 Epoch: 8 Global Step: 135980 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:36,880-Speed 3287.53 samples/sec Loss 1.9008 LearningRate 0.0351 Epoch: 8 Global Step: 135990 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:36:39,978-Speed 3305.78 samples/sec Loss 1.8699 LearningRate 0.0351 Epoch: 8 Global Step: 136000 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:37:23,769-[lfw][136000]XNorm: 23.429183 Training: 2022-04-11 13:37:23,770-[lfw][136000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-11 13:37:23,770-[lfw][136000]Accuracy-Highest: 0.99817 Training: 2022-04-11 13:38:14,692-[cfp_fp][136000]XNorm: 23.164878 Training: 2022-04-11 13:38:14,693-[cfp_fp][136000]Accuracy-Flip: 0.98743+-0.00578 Training: 2022-04-11 13:38:14,693-[cfp_fp][136000]Accuracy-Highest: 0.98814 Training: 2022-04-11 13:38:58,334-[agedb_30][136000]XNorm: 23.647201 Training: 2022-04-11 13:38:58,334-[agedb_30][136000]Accuracy-Flip: 0.98267+-0.00680 Training: 2022-04-11 13:38:58,335-[agedb_30][136000]Accuracy-Highest: 0.98317 Training: 2022-04-11 13:39:01,418-Speed 72.40 samples/sec Loss 1.8763 LearningRate 0.0351 Epoch: 8 Global Step: 136010 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:39:04,486-Speed 3338.06 samples/sec Loss 1.9476 LearningRate 0.0351 Epoch: 8 Global Step: 136020 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:07,554-Speed 3338.10 samples/sec Loss 1.8537 LearningRate 0.0351 Epoch: 8 Global Step: 136030 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:10,630-Speed 3330.61 samples/sec Loss 1.8554 LearningRate 0.0351 Epoch: 8 Global Step: 136040 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:13,701-Speed 3335.29 samples/sec Loss 1.8703 LearningRate 0.0351 Epoch: 8 Global Step: 136050 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:16,815-Speed 3288.74 samples/sec Loss 1.8058 LearningRate 0.0351 Epoch: 8 Global Step: 136060 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:19,884-Speed 3337.44 samples/sec Loss 1.9467 LearningRate 0.0351 Epoch: 8 Global Step: 136070 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:22,964-Speed 3325.63 samples/sec Loss 1.9145 LearningRate 0.0351 Epoch: 8 Global Step: 136080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:26,041-Speed 3329.12 samples/sec Loss 1.8685 LearningRate 0.0351 Epoch: 8 Global Step: 136090 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:29,130-Speed 3315.28 samples/sec Loss 1.8504 LearningRate 0.0351 Epoch: 8 Global Step: 136100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:32,251-Speed 3281.66 samples/sec Loss 1.8333 LearningRate 0.0351 Epoch: 8 Global Step: 136110 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:35,385-Speed 3268.60 samples/sec Loss 1.8627 LearningRate 0.0351 Epoch: 8 Global Step: 136120 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:38,501-Speed 3286.11 samples/sec Loss 1.9117 LearningRate 0.0351 Epoch: 8 Global Step: 136130 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:39:41,560-Speed 3349.29 samples/sec Loss 1.8984 LearningRate 0.0351 Epoch: 8 Global Step: 136140 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:39:44,632-Speed 3334.27 samples/sec Loss 1.8670 LearningRate 0.0351 Epoch: 8 Global Step: 136150 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:39:47,703-Speed 3334.53 samples/sec Loss 1.8177 LearningRate 0.0351 Epoch: 8 Global Step: 136160 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:39:50,773-Speed 3336.63 samples/sec Loss 1.8312 LearningRate 0.0351 Epoch: 8 Global Step: 136170 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:39:53,842-Speed 3337.65 samples/sec Loss 1.9200 LearningRate 0.0351 Epoch: 8 Global Step: 136180 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:39:56,919-Speed 3329.00 samples/sec Loss 1.8397 LearningRate 0.0350 Epoch: 8 Global Step: 136190 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:39:59,991-Speed 3333.81 samples/sec Loss 1.9032 LearningRate 0.0350 Epoch: 8 Global Step: 136200 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:40:03,082-Speed 3313.20 samples/sec Loss 1.8971 LearningRate 0.0350 Epoch: 8 Global Step: 136210 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:40:06,164-Speed 3323.62 samples/sec Loss 1.8517 LearningRate 0.0350 Epoch: 8 Global Step: 136220 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:40:09,238-Speed 3332.15 samples/sec Loss 1.9190 LearningRate 0.0350 Epoch: 8 Global Step: 136230 Fp16 Grad Scale: 32768 Required: 21 hours Training: 2022-04-11 13:40:12,322-Speed 3320.64 samples/sec Loss 1.9118 LearningRate 0.0350 Epoch: 8 Global Step: 136240 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:15,406-Speed 3321.33 samples/sec Loss 1.8750 LearningRate 0.0350 Epoch: 8 Global Step: 136250 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:18,516-Speed 3293.81 samples/sec Loss 1.8958 LearningRate 0.0350 Epoch: 8 Global Step: 136260 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:21,611-Speed 3308.61 samples/sec Loss 1.8787 LearningRate 0.0350 Epoch: 8 Global Step: 136270 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:24,689-Speed 3328.17 samples/sec Loss 1.8807 LearningRate 0.0350 Epoch: 8 Global Step: 136280 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:27,792-Speed 3300.96 samples/sec Loss 1.8749 LearningRate 0.0350 Epoch: 8 Global Step: 136290 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:30,989-Speed 3203.01 samples/sec Loss 1.9259 LearningRate 0.0350 Epoch: 8 Global Step: 136300 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:34,078-Speed 3316.37 samples/sec Loss 1.9303 LearningRate 0.0350 Epoch: 8 Global Step: 136310 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:37,153-Speed 3329.94 samples/sec Loss 1.8466 LearningRate 0.0350 Epoch: 8 Global Step: 136320 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:40,231-Speed 3328.88 samples/sec Loss 1.8819 LearningRate 0.0350 Epoch: 8 Global Step: 136330 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:40:43,314-Speed 3321.36 samples/sec Loss 1.8459 LearningRate 0.0350 Epoch: 8 Global Step: 136340 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:40:46,392-Speed 3327.68 samples/sec Loss 1.8599 LearningRate 0.0350 Epoch: 8 Global Step: 136350 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:40:49,486-Speed 3310.66 samples/sec Loss 1.8425 LearningRate 0.0350 Epoch: 8 Global Step: 136360 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:40:52,567-Speed 3324.74 samples/sec Loss 1.8862 LearningRate 0.0350 Epoch: 8 Global Step: 136370 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:40:55,643-Speed 3329.29 samples/sec Loss 1.8731 LearningRate 0.0350 Epoch: 8 Global Step: 136380 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:40:58,727-Speed 3320.67 samples/sec Loss 1.9153 LearningRate 0.0350 Epoch: 8 Global Step: 136390 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:01,814-Speed 3317.97 samples/sec Loss 1.8674 LearningRate 0.0350 Epoch: 8 Global Step: 136400 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:04,876-Speed 3345.60 samples/sec Loss 1.9609 LearningRate 0.0350 Epoch: 8 Global Step: 136410 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:07,973-Speed 3306.97 samples/sec Loss 1.9065 LearningRate 0.0350 Epoch: 8 Global Step: 136420 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:11,059-Speed 3319.06 samples/sec Loss 1.8626 LearningRate 0.0350 Epoch: 8 Global Step: 136430 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:14,133-Speed 3331.72 samples/sec Loss 1.8960 LearningRate 0.0350 Epoch: 8 Global Step: 136440 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:17,210-Speed 3329.27 samples/sec Loss 1.8464 LearningRate 0.0350 Epoch: 8 Global Step: 136450 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:20,301-Speed 3313.77 samples/sec Loss 1.9266 LearningRate 0.0350 Epoch: 8 Global Step: 136460 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:23,373-Speed 3333.55 samples/sec Loss 1.8627 LearningRate 0.0350 Epoch: 8 Global Step: 136470 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:26,488-Speed 3288.57 samples/sec Loss 1.9280 LearningRate 0.0349 Epoch: 8 Global Step: 136480 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:29,578-Speed 3314.41 samples/sec Loss 1.9453 LearningRate 0.0349 Epoch: 8 Global Step: 136490 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:32,653-Speed 3330.42 samples/sec Loss 1.9135 LearningRate 0.0349 Epoch: 8 Global Step: 136500 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:41:35,765-Speed 3292.04 samples/sec Loss 1.8727 LearningRate 0.0349 Epoch: 8 Global Step: 136510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:38,855-Speed 3314.81 samples/sec Loss 1.9135 LearningRate 0.0349 Epoch: 8 Global Step: 136520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:41,948-Speed 3311.15 samples/sec Loss 1.9506 LearningRate 0.0349 Epoch: 8 Global Step: 136530 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:45,102-Speed 3247.66 samples/sec Loss 1.8948 LearningRate 0.0349 Epoch: 8 Global Step: 136540 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:48,292-Speed 3210.71 samples/sec Loss 1.8596 LearningRate 0.0349 Epoch: 8 Global Step: 136550 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:51,367-Speed 3330.03 samples/sec Loss 1.9108 LearningRate 0.0349 Epoch: 8 Global Step: 136560 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:54,573-Speed 3194.85 samples/sec Loss 1.9202 LearningRate 0.0349 Epoch: 8 Global Step: 136570 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:41:57,710-Speed 3264.81 samples/sec Loss 1.9716 LearningRate 0.0349 Epoch: 8 Global Step: 136580 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:00,785-Speed 3331.32 samples/sec Loss 1.9349 LearningRate 0.0349 Epoch: 8 Global Step: 136590 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:03,855-Speed 3336.22 samples/sec Loss 1.8609 LearningRate 0.0349 Epoch: 8 Global Step: 136600 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:06,961-Speed 3297.89 samples/sec Loss 1.8887 LearningRate 0.0349 Epoch: 8 Global Step: 136610 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:10,089-Speed 3274.69 samples/sec Loss 1.9048 LearningRate 0.0349 Epoch: 8 Global Step: 136620 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:13,305-Speed 3184.91 samples/sec Loss 1.9194 LearningRate 0.0349 Epoch: 8 Global Step: 136630 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:16,538-Speed 3167.66 samples/sec Loss 1.9578 LearningRate 0.0349 Epoch: 8 Global Step: 136640 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:19,666-Speed 3274.42 samples/sec Loss 1.9048 LearningRate 0.0349 Epoch: 8 Global Step: 136650 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:22,779-Speed 3290.50 samples/sec Loss 1.8898 LearningRate 0.0349 Epoch: 8 Global Step: 136660 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:25,930-Speed 3250.15 samples/sec Loss 1.9309 LearningRate 0.0349 Epoch: 8 Global Step: 136670 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:29,021-Speed 3313.70 samples/sec Loss 1.9183 LearningRate 0.0349 Epoch: 8 Global Step: 136680 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:32,113-Speed 3312.70 samples/sec Loss 1.9566 LearningRate 0.0349 Epoch: 8 Global Step: 136690 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:42:35,202-Speed 3315.31 samples/sec Loss 1.8944 LearningRate 0.0349 Epoch: 8 Global Step: 136700 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:38,360-Speed 3243.33 samples/sec Loss 1.9162 LearningRate 0.0349 Epoch: 8 Global Step: 136710 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:41,435-Speed 3331.05 samples/sec Loss 1.8882 LearningRate 0.0349 Epoch: 8 Global Step: 136720 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:44,594-Speed 3241.91 samples/sec Loss 1.8806 LearningRate 0.0349 Epoch: 8 Global Step: 136730 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:47,696-Speed 3302.70 samples/sec Loss 1.9192 LearningRate 0.0349 Epoch: 8 Global Step: 136740 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:50,784-Speed 3316.60 samples/sec Loss 1.8989 LearningRate 0.0349 Epoch: 8 Global Step: 136750 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:53,885-Speed 3302.33 samples/sec Loss 1.8417 LearningRate 0.0348 Epoch: 8 Global Step: 136760 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:42:56,966-Speed 3324.07 samples/sec Loss 1.9126 LearningRate 0.0348 Epoch: 8 Global Step: 136770 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:00,064-Speed 3306.53 samples/sec Loss 1.9657 LearningRate 0.0348 Epoch: 8 Global Step: 136780 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:03,162-Speed 3306.92 samples/sec Loss 1.8862 LearningRate 0.0348 Epoch: 8 Global Step: 136790 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:06,255-Speed 3311.14 samples/sec Loss 1.8968 LearningRate 0.0348 Epoch: 8 Global Step: 136800 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:43:09,334-Speed 3326.04 samples/sec Loss 1.9136 LearningRate 0.0348 Epoch: 8 Global Step: 136810 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:43:12,416-Speed 3323.53 samples/sec Loss 1.9745 LearningRate 0.0348 Epoch: 8 Global Step: 136820 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:15,494-Speed 3327.34 samples/sec Loss 1.8934 LearningRate 0.0348 Epoch: 8 Global Step: 136830 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:18,574-Speed 3326.29 samples/sec Loss 1.9635 LearningRate 0.0348 Epoch: 8 Global Step: 136840 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:21,685-Speed 3291.74 samples/sec Loss 1.9426 LearningRate 0.0348 Epoch: 8 Global Step: 136850 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:24,870-Speed 3215.99 samples/sec Loss 1.9341 LearningRate 0.0348 Epoch: 8 Global Step: 136860 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:43:28,012-Speed 3259.81 samples/sec Loss 1.9017 LearningRate 0.0348 Epoch: 8 Global Step: 136870 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:31,148-Speed 3266.54 samples/sec Loss 1.9430 LearningRate 0.0348 Epoch: 8 Global Step: 136880 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:34,223-Speed 3330.66 samples/sec Loss 1.8975 LearningRate 0.0348 Epoch: 8 Global Step: 136890 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:37,324-Speed 3302.93 samples/sec Loss 1.9395 LearningRate 0.0348 Epoch: 8 Global Step: 136900 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:40,421-Speed 3308.35 samples/sec Loss 1.9757 LearningRate 0.0348 Epoch: 8 Global Step: 136910 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:43,511-Speed 3313.96 samples/sec Loss 2.0387 LearningRate 0.0348 Epoch: 8 Global Step: 136920 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:46,583-Speed 3334.14 samples/sec Loss 1.8939 LearningRate 0.0348 Epoch: 8 Global Step: 136930 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:49,730-Speed 3254.45 samples/sec Loss 1.9221 LearningRate 0.0348 Epoch: 8 Global Step: 136940 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:52,922-Speed 3209.20 samples/sec Loss 1.8983 LearningRate 0.0348 Epoch: 8 Global Step: 136950 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:55,998-Speed 3329.83 samples/sec Loss 1.9786 LearningRate 0.0348 Epoch: 8 Global Step: 136960 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:43:59,075-Speed 3328.63 samples/sec Loss 1.9909 LearningRate 0.0348 Epoch: 8 Global Step: 136970 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:02,155-Speed 3325.88 samples/sec Loss 1.8702 LearningRate 0.0348 Epoch: 8 Global Step: 136980 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:05,239-Speed 3321.07 samples/sec Loss 1.8940 LearningRate 0.0348 Epoch: 8 Global Step: 136990 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:08,468-Speed 3171.98 samples/sec Loss 1.9646 LearningRate 0.0348 Epoch: 8 Global Step: 137000 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:11,543-Speed 3330.58 samples/sec Loss 2.0115 LearningRate 0.0348 Epoch: 8 Global Step: 137010 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:14,616-Speed 3333.36 samples/sec Loss 1.9959 LearningRate 0.0348 Epoch: 8 Global Step: 137020 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:17,758-Speed 3259.48 samples/sec Loss 1.9457 LearningRate 0.0348 Epoch: 8 Global Step: 137030 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:20,867-Speed 3293.95 samples/sec Loss 1.8904 LearningRate 0.0347 Epoch: 8 Global Step: 137040 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:23,944-Speed 3330.21 samples/sec Loss 1.9478 LearningRate 0.0347 Epoch: 8 Global Step: 137050 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:27,023-Speed 3326.86 samples/sec Loss 1.9257 LearningRate 0.0347 Epoch: 8 Global Step: 137060 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:30,098-Speed 3331.14 samples/sec Loss 1.9548 LearningRate 0.0347 Epoch: 8 Global Step: 137070 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:44:33,178-Speed 3325.34 samples/sec Loss 1.9426 LearningRate 0.0347 Epoch: 8 Global Step: 137080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:36,252-Speed 3331.67 samples/sec Loss 1.9427 LearningRate 0.0347 Epoch: 8 Global Step: 137090 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:39,327-Speed 3331.18 samples/sec Loss 1.8621 LearningRate 0.0347 Epoch: 8 Global Step: 137100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:42,408-Speed 3324.38 samples/sec Loss 1.9046 LearningRate 0.0347 Epoch: 8 Global Step: 137110 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:45,497-Speed 3315.61 samples/sec Loss 1.9416 LearningRate 0.0347 Epoch: 8 Global Step: 137120 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:48,598-Speed 3302.70 samples/sec Loss 1.9630 LearningRate 0.0347 Epoch: 8 Global Step: 137130 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:51,762-Speed 3237.53 samples/sec Loss 1.9497 LearningRate 0.0347 Epoch: 8 Global Step: 137140 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:54,846-Speed 3320.78 samples/sec Loss 1.9962 LearningRate 0.0347 Epoch: 8 Global Step: 137150 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:44:57,927-Speed 3325.19 samples/sec Loss 1.9608 LearningRate 0.0347 Epoch: 8 Global Step: 137160 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:45:01,009-Speed 3322.42 samples/sec Loss 1.9540 LearningRate 0.0347 Epoch: 8 Global Step: 137170 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:45:04,144-Speed 3267.50 samples/sec Loss 1.9797 LearningRate 0.0347 Epoch: 8 Global Step: 137180 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:45:09,964-Speed 1759.64 samples/sec Loss 1.9195 LearningRate 0.0347 Epoch: 8 Global Step: 137190 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:45:14,135-Speed 2456.09 samples/sec Loss 1.9231 LearningRate 0.0347 Epoch: 8 Global Step: 137200 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:45:18,512-Speed 2339.60 samples/sec Loss 1.9846 LearningRate 0.0347 Epoch: 8 Global Step: 137210 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:21,588-Speed 3330.36 samples/sec Loss 1.9349 LearningRate 0.0347 Epoch: 8 Global Step: 137220 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:24,684-Speed 3307.50 samples/sec Loss 1.9658 LearningRate 0.0347 Epoch: 8 Global Step: 137230 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:27,786-Speed 3302.92 samples/sec Loss 1.9527 LearningRate 0.0347 Epoch: 8 Global Step: 137240 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:30,862-Speed 3329.32 samples/sec Loss 1.9590 LearningRate 0.0347 Epoch: 8 Global Step: 137250 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:33,943-Speed 3324.40 samples/sec Loss 1.8812 LearningRate 0.0347 Epoch: 8 Global Step: 137260 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:37,038-Speed 3308.78 samples/sec Loss 1.9223 LearningRate 0.0347 Epoch: 8 Global Step: 137270 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:40,123-Speed 3321.18 samples/sec Loss 1.9408 LearningRate 0.0347 Epoch: 8 Global Step: 137280 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:43,222-Speed 3305.31 samples/sec Loss 1.9770 LearningRate 0.0347 Epoch: 8 Global Step: 137290 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:46,303-Speed 3323.46 samples/sec Loss 1.9480 LearningRate 0.0347 Epoch: 8 Global Step: 137300 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:45:49,449-Speed 3255.74 samples/sec Loss 1.9786 LearningRate 0.0347 Epoch: 8 Global Step: 137310 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:45:52,562-Speed 3290.95 samples/sec Loss 1.9353 LearningRate 0.0346 Epoch: 8 Global Step: 137320 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:45:55,649-Speed 3317.07 samples/sec Loss 1.9623 LearningRate 0.0346 Epoch: 8 Global Step: 137330 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:45:58,743-Speed 3310.28 samples/sec Loss 1.9310 LearningRate 0.0346 Epoch: 8 Global Step: 137340 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:01,831-Speed 3316.93 samples/sec Loss 2.0093 LearningRate 0.0346 Epoch: 8 Global Step: 137350 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:04,921-Speed 3315.51 samples/sec Loss 2.0079 LearningRate 0.0346 Epoch: 8 Global Step: 137360 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:08,010-Speed 3315.73 samples/sec Loss 1.9383 LearningRate 0.0346 Epoch: 8 Global Step: 137370 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:11,094-Speed 3321.21 samples/sec Loss 1.8985 LearningRate 0.0346 Epoch: 8 Global Step: 137380 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:14,179-Speed 3319.71 samples/sec Loss 1.9380 LearningRate 0.0346 Epoch: 8 Global Step: 137390 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:17,265-Speed 3319.19 samples/sec Loss 1.9598 LearningRate 0.0346 Epoch: 8 Global Step: 137400 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:20,355-Speed 3315.32 samples/sec Loss 1.8967 LearningRate 0.0346 Epoch: 8 Global Step: 137410 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:23,443-Speed 3317.24 samples/sec Loss 1.9773 LearningRate 0.0346 Epoch: 8 Global Step: 137420 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:26,533-Speed 3314.85 samples/sec Loss 1.8916 LearningRate 0.0346 Epoch: 8 Global Step: 137430 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:29,642-Speed 3293.53 samples/sec Loss 1.9376 LearningRate 0.0346 Epoch: 8 Global Step: 137440 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:32,732-Speed 3315.25 samples/sec Loss 1.9299 LearningRate 0.0346 Epoch: 8 Global Step: 137450 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:35,837-Speed 3298.51 samples/sec Loss 1.9095 LearningRate 0.0346 Epoch: 8 Global Step: 137460 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:38,922-Speed 3320.35 samples/sec Loss 1.9338 LearningRate 0.0346 Epoch: 8 Global Step: 137470 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:42,003-Speed 3324.86 samples/sec Loss 1.9523 LearningRate 0.0346 Epoch: 8 Global Step: 137480 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:45,091-Speed 3316.82 samples/sec Loss 1.9586 LearningRate 0.0346 Epoch: 8 Global Step: 137490 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:48,176-Speed 3319.73 samples/sec Loss 1.9499 LearningRate 0.0346 Epoch: 8 Global Step: 137500 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:51,247-Speed 3335.24 samples/sec Loss 1.9693 LearningRate 0.0346 Epoch: 8 Global Step: 137510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:54,334-Speed 3317.82 samples/sec Loss 1.9453 LearningRate 0.0346 Epoch: 8 Global Step: 137520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:46:57,439-Speed 3299.00 samples/sec Loss 1.9566 LearningRate 0.0346 Epoch: 8 Global Step: 137530 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:00,520-Speed 3324.27 samples/sec Loss 1.9788 LearningRate 0.0346 Epoch: 8 Global Step: 137540 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:03,604-Speed 3321.29 samples/sec Loss 1.9503 LearningRate 0.0346 Epoch: 8 Global Step: 137550 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:06,743-Speed 3262.90 samples/sec Loss 1.9799 LearningRate 0.0346 Epoch: 8 Global Step: 137560 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:09,933-Speed 3211.48 samples/sec Loss 1.9485 LearningRate 0.0346 Epoch: 8 Global Step: 137570 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:13,036-Speed 3300.44 samples/sec Loss 1.9462 LearningRate 0.0346 Epoch: 8 Global Step: 137580 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:16,119-Speed 3322.01 samples/sec Loss 1.9071 LearningRate 0.0346 Epoch: 8 Global Step: 137590 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:19,198-Speed 3326.51 samples/sec Loss 1.9639 LearningRate 0.0346 Epoch: 8 Global Step: 137600 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:22,280-Speed 3323.49 samples/sec Loss 1.9510 LearningRate 0.0345 Epoch: 8 Global Step: 137610 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:47:25,352-Speed 3334.36 samples/sec Loss 1.9311 LearningRate 0.0345 Epoch: 8 Global Step: 137620 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:47:28,414-Speed 3344.42 samples/sec Loss 1.9689 LearningRate 0.0345 Epoch: 8 Global Step: 137630 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:31,488-Speed 3331.99 samples/sec Loss 1.9667 LearningRate 0.0345 Epoch: 8 Global Step: 137640 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:34,566-Speed 3328.32 samples/sec Loss 1.8571 LearningRate 0.0345 Epoch: 8 Global Step: 137650 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:37,653-Speed 3317.94 samples/sec Loss 1.8920 LearningRate 0.0345 Epoch: 8 Global Step: 137660 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:40,858-Speed 3196.00 samples/sec Loss 1.9345 LearningRate 0.0345 Epoch: 8 Global Step: 137670 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:43,947-Speed 3315.56 samples/sec Loss 1.9737 LearningRate 0.0345 Epoch: 8 Global Step: 137680 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:47,026-Speed 3325.78 samples/sec Loss 2.0522 LearningRate 0.0345 Epoch: 8 Global Step: 137690 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:50,139-Speed 3290.04 samples/sec Loss 2.0054 LearningRate 0.0345 Epoch: 8 Global Step: 137700 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:53,240-Speed 3303.44 samples/sec Loss 1.9693 LearningRate 0.0345 Epoch: 8 Global Step: 137710 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:56,316-Speed 3329.69 samples/sec Loss 1.9664 LearningRate 0.0345 Epoch: 8 Global Step: 137720 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:47:59,396-Speed 3326.01 samples/sec Loss 1.9110 LearningRate 0.0345 Epoch: 8 Global Step: 137730 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:02,499-Speed 3301.17 samples/sec Loss 1.9803 LearningRate 0.0345 Epoch: 8 Global Step: 137740 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:05,597-Speed 3306.09 samples/sec Loss 1.9813 LearningRate 0.0345 Epoch: 8 Global Step: 137750 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:08,692-Speed 3308.85 samples/sec Loss 1.9343 LearningRate 0.0345 Epoch: 8 Global Step: 137760 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:11,775-Speed 3322.28 samples/sec Loss 1.9800 LearningRate 0.0345 Epoch: 8 Global Step: 137770 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:14,857-Speed 3322.84 samples/sec Loss 1.9322 LearningRate 0.0345 Epoch: 8 Global Step: 137780 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:17,939-Speed 3324.10 samples/sec Loss 1.9210 LearningRate 0.0345 Epoch: 8 Global Step: 137790 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:21,054-Speed 3288.09 samples/sec Loss 1.9436 LearningRate 0.0345 Epoch: 8 Global Step: 137800 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:24,153-Speed 3305.11 samples/sec Loss 1.9571 LearningRate 0.0345 Epoch: 8 Global Step: 137810 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:27,234-Speed 3324.37 samples/sec Loss 1.9467 LearningRate 0.0345 Epoch: 8 Global Step: 137820 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:30,303-Speed 3337.71 samples/sec Loss 1.9332 LearningRate 0.0345 Epoch: 8 Global Step: 137830 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:33,391-Speed 3316.54 samples/sec Loss 1.9473 LearningRate 0.0345 Epoch: 8 Global Step: 137840 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:36,474-Speed 3321.70 samples/sec Loss 1.9761 LearningRate 0.0345 Epoch: 8 Global Step: 137850 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:39,559-Speed 3321.01 samples/sec Loss 1.9674 LearningRate 0.0345 Epoch: 8 Global Step: 137860 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:42,645-Speed 3318.29 samples/sec Loss 1.9616 LearningRate 0.0345 Epoch: 8 Global Step: 137870 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:45,724-Speed 3326.52 samples/sec Loss 1.9627 LearningRate 0.0345 Epoch: 8 Global Step: 137880 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:48,902-Speed 3223.50 samples/sec Loss 1.9342 LearningRate 0.0344 Epoch: 8 Global Step: 137890 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:51,991-Speed 3315.65 samples/sec Loss 1.9193 LearningRate 0.0344 Epoch: 8 Global Step: 137900 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:55,085-Speed 3311.15 samples/sec Loss 1.9596 LearningRate 0.0344 Epoch: 8 Global Step: 137910 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:48:58,218-Speed 3268.99 samples/sec Loss 1.9464 LearningRate 0.0344 Epoch: 8 Global Step: 137920 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:49:01,304-Speed 3318.87 samples/sec Loss 1.9661 LearningRate 0.0344 Epoch: 8 Global Step: 137930 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:49:04,431-Speed 3275.49 samples/sec Loss 1.9403 LearningRate 0.0344 Epoch: 8 Global Step: 137940 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:49:07,562-Speed 3270.59 samples/sec Loss 1.9869 LearningRate 0.0344 Epoch: 8 Global Step: 137950 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:49:10,644-Speed 3324.26 samples/sec Loss 1.9361 LearningRate 0.0344 Epoch: 8 Global Step: 137960 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:49:13,722-Speed 3327.00 samples/sec Loss 1.9715 LearningRate 0.0344 Epoch: 8 Global Step: 137970 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:49:16,799-Speed 3328.74 samples/sec Loss 1.9929 LearningRate 0.0344 Epoch: 8 Global Step: 137980 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:49:19,912-Speed 3290.78 samples/sec Loss 1.9701 LearningRate 0.0344 Epoch: 8 Global Step: 137990 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:49:23,040-Speed 3274.62 samples/sec Loss 1.9535 LearningRate 0.0344 Epoch: 8 Global Step: 138000 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:50:07,231-[lfw][138000]XNorm: 21.115000 Training: 2022-04-11 13:50:07,232-[lfw][138000]Accuracy-Flip: 0.99800+-0.00256 Training: 2022-04-11 13:50:07,232-[lfw][138000]Accuracy-Highest: 0.99817 Training: 2022-04-11 13:50:58,694-[cfp_fp][138000]XNorm: 20.823176 Training: 2022-04-11 13:50:58,695-[cfp_fp][138000]Accuracy-Flip: 0.98700+-0.00536 Training: 2022-04-11 13:50:58,695-[cfp_fp][138000]Accuracy-Highest: 0.98814 Training: 2022-04-11 13:51:42,295-[agedb_30][138000]XNorm: 21.850276 Training: 2022-04-11 13:51:42,296-[agedb_30][138000]Accuracy-Flip: 0.98167+-0.00792 Training: 2022-04-11 13:51:42,296-[agedb_30][138000]Accuracy-Highest: 0.98317 Training: 2022-04-11 13:51:45,397-Speed 71.93 samples/sec Loss 1.9933 LearningRate 0.0344 Epoch: 8 Global Step: 138010 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:51:48,495-Speed 3306.37 samples/sec Loss 2.0032 LearningRate 0.0344 Epoch: 8 Global Step: 138020 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:51:51,575-Speed 3325.86 samples/sec Loss 1.9884 LearningRate 0.0344 Epoch: 8 Global Step: 138030 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:51:54,696-Speed 3281.97 samples/sec Loss 2.0499 LearningRate 0.0344 Epoch: 8 Global Step: 138040 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:51:57,763-Speed 3338.56 samples/sec Loss 1.9466 LearningRate 0.0344 Epoch: 8 Global Step: 138050 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:00,844-Speed 3324.68 samples/sec Loss 2.0222 LearningRate 0.0344 Epoch: 8 Global Step: 138060 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:03,966-Speed 3281.05 samples/sec Loss 1.9376 LearningRate 0.0344 Epoch: 8 Global Step: 138070 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:07,040-Speed 3331.78 samples/sec Loss 1.9821 LearningRate 0.0344 Epoch: 8 Global Step: 138080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:10,126-Speed 3319.00 samples/sec Loss 2.0002 LearningRate 0.0344 Epoch: 8 Global Step: 138090 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:13,238-Speed 3290.92 samples/sec Loss 1.9461 LearningRate 0.0344 Epoch: 8 Global Step: 138100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:16,342-Speed 3299.58 samples/sec Loss 1.9271 LearningRate 0.0344 Epoch: 8 Global Step: 138110 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:19,412-Speed 3336.29 samples/sec Loss 1.9613 LearningRate 0.0344 Epoch: 8 Global Step: 138120 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:22,505-Speed 3312.29 samples/sec Loss 1.9500 LearningRate 0.0344 Epoch: 8 Global Step: 138130 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:25,577-Speed 3334.17 samples/sec Loss 1.9734 LearningRate 0.0344 Epoch: 8 Global Step: 138140 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:28,656-Speed 3325.94 samples/sec Loss 1.9716 LearningRate 0.0344 Epoch: 8 Global Step: 138150 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:31,740-Speed 3321.69 samples/sec Loss 1.9952 LearningRate 0.0344 Epoch: 8 Global Step: 138160 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:34,824-Speed 3320.68 samples/sec Loss 1.9801 LearningRate 0.0344 Epoch: 8 Global Step: 138170 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:37,909-Speed 3320.02 samples/sec Loss 1.9735 LearningRate 0.0343 Epoch: 8 Global Step: 138180 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:40,988-Speed 3326.21 samples/sec Loss 2.0436 LearningRate 0.0343 Epoch: 8 Global Step: 138190 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:44,094-Speed 3298.45 samples/sec Loss 1.9904 LearningRate 0.0343 Epoch: 8 Global Step: 138200 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:47,212-Speed 3284.43 samples/sec Loss 1.9852 LearningRate 0.0343 Epoch: 8 Global Step: 138210 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:52:50,353-Speed 3260.96 samples/sec Loss 1.9742 LearningRate 0.0343 Epoch: 8 Global Step: 138220 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:53,461-Speed 3295.19 samples/sec Loss 1.9908 LearningRate 0.0343 Epoch: 8 Global Step: 138230 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:56,533-Speed 3334.73 samples/sec Loss 1.9699 LearningRate 0.0343 Epoch: 8 Global Step: 138240 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:52:59,637-Speed 3300.01 samples/sec Loss 2.0010 LearningRate 0.0343 Epoch: 8 Global Step: 138250 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:02,706-Speed 3337.42 samples/sec Loss 1.9254 LearningRate 0.0343 Epoch: 8 Global Step: 138260 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:05,796-Speed 3313.87 samples/sec Loss 2.0035 LearningRate 0.0343 Epoch: 8 Global Step: 138270 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:08,874-Speed 3328.03 samples/sec Loss 2.0153 LearningRate 0.0343 Epoch: 8 Global Step: 138280 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:11,969-Speed 3309.51 samples/sec Loss 1.9889 LearningRate 0.0343 Epoch: 8 Global Step: 138290 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:15,065-Speed 3308.61 samples/sec Loss 1.9924 LearningRate 0.0343 Epoch: 8 Global Step: 138300 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:18,146-Speed 3324.20 samples/sec Loss 2.0424 LearningRate 0.0343 Epoch: 8 Global Step: 138310 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:21,209-Speed 3343.95 samples/sec Loss 2.0281 LearningRate 0.0343 Epoch: 8 Global Step: 138320 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:24,294-Speed 3319.96 samples/sec Loss 2.0433 LearningRate 0.0343 Epoch: 8 Global Step: 138330 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:27,371-Speed 3328.62 samples/sec Loss 1.9856 LearningRate 0.0343 Epoch: 8 Global Step: 138340 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:30,458-Speed 3318.00 samples/sec Loss 2.0575 LearningRate 0.0343 Epoch: 8 Global Step: 138350 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:33,550-Speed 3312.75 samples/sec Loss 1.9822 LearningRate 0.0343 Epoch: 8 Global Step: 138360 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:53:36,631-Speed 3323.78 samples/sec Loss 1.9296 LearningRate 0.0343 Epoch: 8 Global Step: 138370 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:53:39,715-Speed 3321.64 samples/sec Loss 1.9811 LearningRate 0.0343 Epoch: 8 Global Step: 138380 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:53:42,805-Speed 3314.61 samples/sec Loss 1.9530 LearningRate 0.0343 Epoch: 8 Global Step: 138390 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:53:45,902-Speed 3306.90 samples/sec Loss 2.0019 LearningRate 0.0343 Epoch: 8 Global Step: 138400 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:53:48,979-Speed 3328.77 samples/sec Loss 1.9908 LearningRate 0.0343 Epoch: 8 Global Step: 138410 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:53:52,069-Speed 3314.91 samples/sec Loss 1.9456 LearningRate 0.0343 Epoch: 8 Global Step: 138420 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:53:55,144-Speed 3330.22 samples/sec Loss 1.9939 LearningRate 0.0343 Epoch: 8 Global Step: 138430 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:53:58,244-Speed 3304.02 samples/sec Loss 1.9779 LearningRate 0.0343 Epoch: 8 Global Step: 138440 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:01,363-Speed 3284.69 samples/sec Loss 2.0001 LearningRate 0.0343 Epoch: 8 Global Step: 138450 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:04,462-Speed 3304.60 samples/sec Loss 2.0069 LearningRate 0.0342 Epoch: 8 Global Step: 138460 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:07,538-Speed 3330.11 samples/sec Loss 1.9706 LearningRate 0.0342 Epoch: 8 Global Step: 138470 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:54:10,604-Speed 3340.21 samples/sec Loss 1.9046 LearningRate 0.0342 Epoch: 8 Global Step: 138480 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:13,697-Speed 3312.09 samples/sec Loss 1.9921 LearningRate 0.0342 Epoch: 8 Global Step: 138490 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:16,777-Speed 3325.21 samples/sec Loss 1.9828 LearningRate 0.0342 Epoch: 8 Global Step: 138500 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:19,896-Speed 3284.04 samples/sec Loss 2.0384 LearningRate 0.0342 Epoch: 8 Global Step: 138510 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:22,977-Speed 3324.17 samples/sec Loss 1.9714 LearningRate 0.0342 Epoch: 8 Global Step: 138520 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:26,077-Speed 3304.30 samples/sec Loss 2.0120 LearningRate 0.0342 Epoch: 8 Global Step: 138530 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:29,158-Speed 3323.79 samples/sec Loss 2.0205 LearningRate 0.0342 Epoch: 8 Global Step: 138540 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:32,253-Speed 3309.94 samples/sec Loss 1.9654 LearningRate 0.0342 Epoch: 8 Global Step: 138550 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:35,329-Speed 3329.92 samples/sec Loss 1.9752 LearningRate 0.0342 Epoch: 8 Global Step: 138560 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:38,403-Speed 3331.69 samples/sec Loss 1.9900 LearningRate 0.0342 Epoch: 8 Global Step: 138570 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:54:41,479-Speed 3329.44 samples/sec Loss 2.0328 LearningRate 0.0342 Epoch: 8 Global Step: 138580 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:54:44,558-Speed 3326.86 samples/sec Loss 1.9485 LearningRate 0.0342 Epoch: 8 Global Step: 138590 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:54:47,643-Speed 3319.22 samples/sec Loss 2.0194 LearningRate 0.0342 Epoch: 8 Global Step: 138600 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:54:50,719-Speed 3329.99 samples/sec Loss 1.9703 LearningRate 0.0342 Epoch: 8 Global Step: 138610 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:54:53,802-Speed 3322.63 samples/sec Loss 1.9256 LearningRate 0.0342 Epoch: 8 Global Step: 138620 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:54:56,889-Speed 3318.18 samples/sec Loss 1.9578 LearningRate 0.0342 Epoch: 8 Global Step: 138630 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:54:59,971-Speed 3323.38 samples/sec Loss 1.9619 LearningRate 0.0342 Epoch: 8 Global Step: 138640 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:03,050-Speed 3325.91 samples/sec Loss 1.9375 LearningRate 0.0342 Epoch: 8 Global Step: 138650 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:06,153-Speed 3300.66 samples/sec Loss 1.9994 LearningRate 0.0342 Epoch: 8 Global Step: 138660 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:09,298-Speed 3257.05 samples/sec Loss 1.9553 LearningRate 0.0342 Epoch: 8 Global Step: 138670 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:12,386-Speed 3316.50 samples/sec Loss 1.9775 LearningRate 0.0342 Epoch: 8 Global Step: 138680 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:15,470-Speed 3321.31 samples/sec Loss 2.0492 LearningRate 0.0342 Epoch: 8 Global Step: 138690 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:18,569-Speed 3304.81 samples/sec Loss 2.0581 LearningRate 0.0342 Epoch: 8 Global Step: 138700 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:21,664-Speed 3310.69 samples/sec Loss 2.0247 LearningRate 0.0342 Epoch: 8 Global Step: 138710 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:24,737-Speed 3333.07 samples/sec Loss 2.0117 LearningRate 0.0342 Epoch: 8 Global Step: 138720 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:27,816-Speed 3326.93 samples/sec Loss 2.0472 LearningRate 0.0342 Epoch: 8 Global Step: 138730 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:30,912-Speed 3308.19 samples/sec Loss 1.9378 LearningRate 0.0342 Epoch: 8 Global Step: 138740 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:34,019-Speed 3296.83 samples/sec Loss 2.0025 LearningRate 0.0341 Epoch: 8 Global Step: 138750 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:55:37,096-Speed 3328.03 samples/sec Loss 1.9803 LearningRate 0.0341 Epoch: 8 Global Step: 138760 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:55:40,173-Speed 3328.82 samples/sec Loss 2.0056 LearningRate 0.0341 Epoch: 8 Global Step: 138770 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:55:43,265-Speed 3312.09 samples/sec Loss 1.9492 LearningRate 0.0341 Epoch: 8 Global Step: 138780 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:55:46,350-Speed 3321.14 samples/sec Loss 2.0117 LearningRate 0.0341 Epoch: 8 Global Step: 138790 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:55:49,437-Speed 3317.25 samples/sec Loss 1.9976 LearningRate 0.0341 Epoch: 8 Global Step: 138800 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:55:52,512-Speed 3331.36 samples/sec Loss 1.9538 LearningRate 0.0341 Epoch: 8 Global Step: 138810 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:55:55,594-Speed 3323.58 samples/sec Loss 2.0363 LearningRate 0.0341 Epoch: 8 Global Step: 138820 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:55:58,682-Speed 3316.95 samples/sec Loss 1.9508 LearningRate 0.0341 Epoch: 8 Global Step: 138830 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:56:01,765-Speed 3321.38 samples/sec Loss 1.9942 LearningRate 0.0341 Epoch: 8 Global Step: 138840 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:56:04,847-Speed 3323.46 samples/sec Loss 1.9988 LearningRate 0.0341 Epoch: 8 Global Step: 138850 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:56:07,945-Speed 3305.88 samples/sec Loss 1.9931 LearningRate 0.0341 Epoch: 8 Global Step: 138860 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:11,030-Speed 3320.34 samples/sec Loss 2.0289 LearningRate 0.0341 Epoch: 8 Global Step: 138870 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:14,115-Speed 3320.27 samples/sec Loss 1.9940 LearningRate 0.0341 Epoch: 8 Global Step: 138880 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:17,200-Speed 3320.56 samples/sec Loss 1.9709 LearningRate 0.0341 Epoch: 8 Global Step: 138890 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:20,299-Speed 3304.32 samples/sec Loss 1.9334 LearningRate 0.0341 Epoch: 8 Global Step: 138900 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:23,395-Speed 3308.61 samples/sec Loss 1.9916 LearningRate 0.0341 Epoch: 8 Global Step: 138910 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:26,490-Speed 3308.96 samples/sec Loss 1.9473 LearningRate 0.0341 Epoch: 8 Global Step: 138920 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:29,636-Speed 3255.51 samples/sec Loss 1.9413 LearningRate 0.0341 Epoch: 8 Global Step: 138930 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:32,729-Speed 3311.80 samples/sec Loss 2.0382 LearningRate 0.0341 Epoch: 8 Global Step: 138940 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:35,838-Speed 3294.15 samples/sec Loss 1.9088 LearningRate 0.0341 Epoch: 8 Global Step: 138950 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:38,970-Speed 3270.15 samples/sec Loss 2.0246 LearningRate 0.0341 Epoch: 8 Global Step: 138960 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:56:42,115-Speed 3256.43 samples/sec Loss 1.9817 LearningRate 0.0341 Epoch: 8 Global Step: 138970 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:45,197-Speed 3323.71 samples/sec Loss 1.9975 LearningRate 0.0341 Epoch: 8 Global Step: 138980 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:48,273-Speed 3330.53 samples/sec Loss 1.9824 LearningRate 0.0341 Epoch: 8 Global Step: 138990 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:51,344-Speed 3335.09 samples/sec Loss 2.0193 LearningRate 0.0341 Epoch: 8 Global Step: 139000 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:54,469-Speed 3277.48 samples/sec Loss 1.9880 LearningRate 0.0341 Epoch: 8 Global Step: 139010 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:56:57,607-Speed 3264.40 samples/sec Loss 1.9703 LearningRate 0.0341 Epoch: 8 Global Step: 139020 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:00,747-Speed 3261.63 samples/sec Loss 1.9440 LearningRate 0.0340 Epoch: 8 Global Step: 139030 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:03,838-Speed 3312.90 samples/sec Loss 2.0090 LearningRate 0.0340 Epoch: 8 Global Step: 139040 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:06,913-Speed 3331.04 samples/sec Loss 2.0706 LearningRate 0.0340 Epoch: 8 Global Step: 139050 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:10,005-Speed 3312.64 samples/sec Loss 2.0014 LearningRate 0.0340 Epoch: 8 Global Step: 139060 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:13,071-Speed 3341.37 samples/sec Loss 1.9772 LearningRate 0.0340 Epoch: 8 Global Step: 139070 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:16,157-Speed 3318.34 samples/sec Loss 1.9951 LearningRate 0.0340 Epoch: 8 Global Step: 139080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:19,237-Speed 3325.30 samples/sec Loss 1.9814 LearningRate 0.0340 Epoch: 8 Global Step: 139090 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:22,312-Speed 3331.06 samples/sec Loss 2.0336 LearningRate 0.0340 Epoch: 8 Global Step: 139100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:25,388-Speed 3329.74 samples/sec Loss 1.9551 LearningRate 0.0340 Epoch: 8 Global Step: 139110 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:28,479-Speed 3313.66 samples/sec Loss 2.0449 LearningRate 0.0340 Epoch: 8 Global Step: 139120 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:31,561-Speed 3323.01 samples/sec Loss 1.9698 LearningRate 0.0340 Epoch: 8 Global Step: 139130 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:34,640-Speed 3327.19 samples/sec Loss 1.9747 LearningRate 0.0340 Epoch: 8 Global Step: 139140 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:37,745-Speed 3298.70 samples/sec Loss 1.9730 LearningRate 0.0340 Epoch: 8 Global Step: 139150 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:40,825-Speed 3324.69 samples/sec Loss 1.9330 LearningRate 0.0340 Epoch: 8 Global Step: 139160 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:57:43,883-Speed 3350.53 samples/sec Loss 1.9829 LearningRate 0.0340 Epoch: 8 Global Step: 139170 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:57:46,972-Speed 3315.29 samples/sec Loss 1.9929 LearningRate 0.0340 Epoch: 8 Global Step: 139180 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:57:50,055-Speed 3322.44 samples/sec Loss 2.0166 LearningRate 0.0340 Epoch: 8 Global Step: 139190 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:57:53,141-Speed 3318.94 samples/sec Loss 1.9399 LearningRate 0.0340 Epoch: 8 Global Step: 139200 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:57:56,226-Speed 3319.41 samples/sec Loss 2.0029 LearningRate 0.0340 Epoch: 8 Global Step: 139210 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:57:59,333-Speed 3296.37 samples/sec Loss 2.0252 LearningRate 0.0340 Epoch: 8 Global Step: 139220 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:58:02,432-Speed 3305.74 samples/sec Loss 2.0057 LearningRate 0.0340 Epoch: 8 Global Step: 139230 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:58:05,528-Speed 3308.29 samples/sec Loss 2.0647 LearningRate 0.0340 Epoch: 8 Global Step: 139240 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:58:08,606-Speed 3327.38 samples/sec Loss 1.9869 LearningRate 0.0340 Epoch: 8 Global Step: 139250 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:58:11,708-Speed 3301.43 samples/sec Loss 1.9656 LearningRate 0.0340 Epoch: 8 Global Step: 139260 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:58:14,801-Speed 3311.99 samples/sec Loss 2.0390 LearningRate 0.0340 Epoch: 8 Global Step: 139270 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:17,880-Speed 3326.55 samples/sec Loss 2.0209 LearningRate 0.0340 Epoch: 8 Global Step: 139280 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:20,956-Speed 3329.82 samples/sec Loss 1.9862 LearningRate 0.0340 Epoch: 8 Global Step: 139290 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:24,037-Speed 3324.21 samples/sec Loss 2.0067 LearningRate 0.0340 Epoch: 8 Global Step: 139300 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:27,120-Speed 3322.26 samples/sec Loss 1.9882 LearningRate 0.0340 Epoch: 8 Global Step: 139310 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:30,203-Speed 3322.20 samples/sec Loss 1.9892 LearningRate 0.0339 Epoch: 8 Global Step: 139320 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:33,286-Speed 3322.72 samples/sec Loss 1.9446 LearningRate 0.0339 Epoch: 8 Global Step: 139330 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:36,403-Speed 3285.91 samples/sec Loss 1.9457 LearningRate 0.0339 Epoch: 8 Global Step: 139340 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:39,501-Speed 3305.44 samples/sec Loss 2.0547 LearningRate 0.0339 Epoch: 8 Global Step: 139350 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:42,591-Speed 3315.57 samples/sec Loss 1.9753 LearningRate 0.0339 Epoch: 8 Global Step: 139360 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:45,675-Speed 3320.90 samples/sec Loss 1.9754 LearningRate 0.0339 Epoch: 8 Global Step: 139370 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 13:58:48,748-Speed 3333.16 samples/sec Loss 1.9595 LearningRate 0.0339 Epoch: 8 Global Step: 139380 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:51,826-Speed 3326.61 samples/sec Loss 1.9569 LearningRate 0.0339 Epoch: 8 Global Step: 139390 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:58:54,900-Speed 3333.41 samples/sec Loss 2.0420 LearningRate 0.0339 Epoch: 8 Global Step: 139400 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:58:57,987-Speed 3317.95 samples/sec Loss 1.9914 LearningRate 0.0339 Epoch: 8 Global Step: 139410 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:01,077-Speed 3314.44 samples/sec Loss 1.9895 LearningRate 0.0339 Epoch: 8 Global Step: 139420 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:04,152-Speed 3330.59 samples/sec Loss 2.0045 LearningRate 0.0339 Epoch: 8 Global Step: 139430 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:07,231-Speed 3326.81 samples/sec Loss 1.9654 LearningRate 0.0339 Epoch: 8 Global Step: 139440 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:10,305-Speed 3331.49 samples/sec Loss 2.0129 LearningRate 0.0339 Epoch: 8 Global Step: 139450 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:13,386-Speed 3324.89 samples/sec Loss 2.0625 LearningRate 0.0339 Epoch: 8 Global Step: 139460 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:16,472-Speed 3319.20 samples/sec Loss 2.0569 LearningRate 0.0339 Epoch: 8 Global Step: 139470 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:19,553-Speed 3324.49 samples/sec Loss 2.0649 LearningRate 0.0339 Epoch: 8 Global Step: 139480 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:22,636-Speed 3322.33 samples/sec Loss 2.0072 LearningRate 0.0339 Epoch: 8 Global Step: 139490 Fp16 Grad Scale: 65536 Required: 21 hours Training: 2022-04-11 13:59:25,711-Speed 3330.66 samples/sec Loss 2.0428 LearningRate 0.0339 Epoch: 8 Global Step: 139500 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:28,846-Speed 3267.63 samples/sec Loss 1.9723 LearningRate 0.0339 Epoch: 8 Global Step: 139510 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:32,030-Speed 3216.95 samples/sec Loss 1.9918 LearningRate 0.0339 Epoch: 8 Global Step: 139520 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:35,229-Speed 3200.88 samples/sec Loss 2.0063 LearningRate 0.0339 Epoch: 8 Global Step: 139530 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:38,320-Speed 3314.11 samples/sec Loss 1.9877 LearningRate 0.0339 Epoch: 8 Global Step: 139540 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:41,394-Speed 3331.33 samples/sec Loss 2.0747 LearningRate 0.0339 Epoch: 8 Global Step: 139550 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:44,482-Speed 3316.98 samples/sec Loss 2.0101 LearningRate 0.0339 Epoch: 8 Global Step: 139560 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:47,558-Speed 3329.70 samples/sec Loss 2.0776 LearningRate 0.0339 Epoch: 8 Global Step: 139570 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:50,642-Speed 3321.20 samples/sec Loss 2.0462 LearningRate 0.0339 Epoch: 8 Global Step: 139580 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:53,724-Speed 3324.03 samples/sec Loss 1.9903 LearningRate 0.0339 Epoch: 8 Global Step: 139590 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:56,795-Speed 3334.99 samples/sec Loss 2.0279 LearningRate 0.0339 Epoch: 8 Global Step: 139600 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 13:59:59,871-Speed 3330.29 samples/sec Loss 1.9488 LearningRate 0.0338 Epoch: 8 Global Step: 139610 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:02,953-Speed 3323.51 samples/sec Loss 1.9930 LearningRate 0.0338 Epoch: 8 Global Step: 139620 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:06,031-Speed 3326.95 samples/sec Loss 2.0149 LearningRate 0.0338 Epoch: 8 Global Step: 139630 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:09,183-Speed 3249.12 samples/sec Loss 1.9897 LearningRate 0.0338 Epoch: 8 Global Step: 139640 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:12,289-Speed 3297.98 samples/sec Loss 2.0415 LearningRate 0.0338 Epoch: 8 Global Step: 139650 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:15,407-Speed 3285.30 samples/sec Loss 1.9818 LearningRate 0.0338 Epoch: 8 Global Step: 139660 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:18,530-Speed 3279.08 samples/sec Loss 1.9684 LearningRate 0.0338 Epoch: 8 Global Step: 139670 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:21,631-Speed 3303.60 samples/sec Loss 1.9845 LearningRate 0.0338 Epoch: 8 Global Step: 139680 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:24,705-Speed 3331.52 samples/sec Loss 2.0174 LearningRate 0.0338 Epoch: 8 Global Step: 139690 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:00:27,781-Speed 3330.32 samples/sec Loss 1.9978 LearningRate 0.0338 Epoch: 8 Global Step: 139700 Fp16 Grad Scale: 262144 Required: 21 hours Training: 2022-04-11 14:00:30,846-Speed 3341.24 samples/sec Loss 1.9682 LearningRate 0.0338 Epoch: 8 Global Step: 139710 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:33,925-Speed 3326.18 samples/sec Loss 2.0350 LearningRate 0.0338 Epoch: 8 Global Step: 139720 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:37,014-Speed 3316.25 samples/sec Loss 1.9924 LearningRate 0.0338 Epoch: 8 Global Step: 139730 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:40,101-Speed 3318.12 samples/sec Loss 1.9993 LearningRate 0.0338 Epoch: 8 Global Step: 139740 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:43,190-Speed 3315.08 samples/sec Loss 2.0101 LearningRate 0.0338 Epoch: 8 Global Step: 139750 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:46,282-Speed 3312.53 samples/sec Loss 2.0126 LearningRate 0.0338 Epoch: 8 Global Step: 139760 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:49,357-Speed 3331.52 samples/sec Loss 2.0227 LearningRate 0.0338 Epoch: 8 Global Step: 139770 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:52,441-Speed 3320.64 samples/sec Loss 2.0172 LearningRate 0.0338 Epoch: 8 Global Step: 139780 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:55,545-Speed 3299.96 samples/sec Loss 1.9865 LearningRate 0.0338 Epoch: 8 Global Step: 139790 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:00:58,637-Speed 3312.29 samples/sec Loss 2.0197 LearningRate 0.0338 Epoch: 8 Global Step: 139800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:01,704-Speed 3339.83 samples/sec Loss 2.0515 LearningRate 0.0338 Epoch: 8 Global Step: 139810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:04,784-Speed 3325.74 samples/sec Loss 1.9935 LearningRate 0.0338 Epoch: 8 Global Step: 139820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:07,868-Speed 3320.15 samples/sec Loss 1.9851 LearningRate 0.0338 Epoch: 8 Global Step: 139830 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:10,975-Speed 3296.68 samples/sec Loss 2.0010 LearningRate 0.0338 Epoch: 8 Global Step: 139840 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:14,055-Speed 3325.89 samples/sec Loss 2.0091 LearningRate 0.0338 Epoch: 8 Global Step: 139850 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:17,154-Speed 3305.31 samples/sec Loss 2.0774 LearningRate 0.0338 Epoch: 8 Global Step: 139860 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:20,233-Speed 3326.94 samples/sec Loss 2.0195 LearningRate 0.0338 Epoch: 8 Global Step: 139870 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:23,312-Speed 3326.02 samples/sec Loss 1.9813 LearningRate 0.0338 Epoch: 8 Global Step: 139880 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:26,391-Speed 3326.14 samples/sec Loss 2.0160 LearningRate 0.0337 Epoch: 8 Global Step: 139890 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:29,475-Speed 3321.91 samples/sec Loss 2.0069 LearningRate 0.0337 Epoch: 8 Global Step: 139900 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:32,553-Speed 3326.91 samples/sec Loss 1.9718 LearningRate 0.0337 Epoch: 8 Global Step: 139910 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:35,631-Speed 3327.34 samples/sec Loss 1.9735 LearningRate 0.0337 Epoch: 8 Global Step: 139920 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:01:38,714-Speed 3322.66 samples/sec Loss 1.9849 LearningRate 0.0337 Epoch: 8 Global Step: 139930 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:41,836-Speed 3281.30 samples/sec Loss 2.0083 LearningRate 0.0337 Epoch: 8 Global Step: 139940 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:44,947-Speed 3292.55 samples/sec Loss 2.0277 LearningRate 0.0337 Epoch: 8 Global Step: 139950 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:48,056-Speed 3294.37 samples/sec Loss 2.0095 LearningRate 0.0337 Epoch: 8 Global Step: 139960 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:51,147-Speed 3313.61 samples/sec Loss 2.0838 LearningRate 0.0337 Epoch: 8 Global Step: 139970 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:54,235-Speed 3316.85 samples/sec Loss 1.9919 LearningRate 0.0337 Epoch: 8 Global Step: 139980 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:01:57,311-Speed 3329.39 samples/sec Loss 1.9756 LearningRate 0.0337 Epoch: 8 Global Step: 139990 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:02:00,479-Speed 3232.85 samples/sec Loss 2.0156 LearningRate 0.0337 Epoch: 8 Global Step: 140000 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:02:45,022-[lfw][140000]XNorm: 22.855251 Training: 2022-04-11 14:02:45,022-[lfw][140000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 14:02:45,023-[lfw][140000]Accuracy-Highest: 0.99817 Training: 2022-04-11 14:03:36,631-[cfp_fp][140000]XNorm: 22.145720 Training: 2022-04-11 14:03:36,632-[cfp_fp][140000]Accuracy-Flip: 0.98800+-0.00539 Training: 2022-04-11 14:03:36,632-[cfp_fp][140000]Accuracy-Highest: 0.98814 Training: 2022-04-11 14:04:21,010-[agedb_30][140000]XNorm: 23.233909 Training: 2022-04-11 14:04:21,011-[agedb_30][140000]Accuracy-Flip: 0.98133+-0.00614 Training: 2022-04-11 14:04:21,011-[agedb_30][140000]Accuracy-Highest: 0.98317 Training: 2022-04-11 14:04:24,106-Speed 71.30 samples/sec Loss 2.0207 LearningRate 0.0337 Epoch: 8 Global Step: 140010 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:27,203-Speed 3306.76 samples/sec Loss 2.0603 LearningRate 0.0337 Epoch: 8 Global Step: 140020 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:30,282-Speed 3326.51 samples/sec Loss 1.9810 LearningRate 0.0337 Epoch: 8 Global Step: 140030 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:33,347-Speed 3341.70 samples/sec Loss 1.9925 LearningRate 0.0337 Epoch: 8 Global Step: 140040 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:36,422-Speed 3330.69 samples/sec Loss 2.0281 LearningRate 0.0337 Epoch: 8 Global Step: 140050 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:39,509-Speed 3318.62 samples/sec Loss 2.0113 LearningRate 0.0337 Epoch: 8 Global Step: 140060 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:42,574-Speed 3341.64 samples/sec Loss 1.9876 LearningRate 0.0337 Epoch: 8 Global Step: 140070 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:45,659-Speed 3320.25 samples/sec Loss 2.0171 LearningRate 0.0337 Epoch: 8 Global Step: 140080 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:48,749-Speed 3314.44 samples/sec Loss 2.0388 LearningRate 0.0337 Epoch: 8 Global Step: 140090 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:51,822-Speed 3333.30 samples/sec Loss 2.0413 LearningRate 0.0337 Epoch: 8 Global Step: 140100 Fp16 Grad Scale: 131072 Required: 21 hours Training: 2022-04-11 14:04:54,898-Speed 3329.01 samples/sec Loss 2.0745 LearningRate 0.0337 Epoch: 8 Global Step: 140110 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:04:57,964-Speed 3340.82 samples/sec Loss 1.9627 LearningRate 0.0337 Epoch: 8 Global Step: 140120 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:01,023-Speed 3348.09 samples/sec Loss 2.0125 LearningRate 0.0337 Epoch: 8 Global Step: 140130 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:04,081-Speed 3350.49 samples/sec Loss 2.0444 LearningRate 0.0337 Epoch: 8 Global Step: 140140 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:07,151-Speed 3336.25 samples/sec Loss 2.0298 LearningRate 0.0337 Epoch: 8 Global Step: 140150 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:10,223-Speed 3333.80 samples/sec Loss 2.0652 LearningRate 0.0337 Epoch: 8 Global Step: 140160 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:13,311-Speed 3316.90 samples/sec Loss 2.0885 LearningRate 0.0337 Epoch: 8 Global Step: 140170 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:16,385-Speed 3331.61 samples/sec Loss 2.0638 LearningRate 0.0336 Epoch: 8 Global Step: 140180 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:19,455-Speed 3335.92 samples/sec Loss 2.0024 LearningRate 0.0336 Epoch: 8 Global Step: 140190 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:22,529-Speed 3331.69 samples/sec Loss 2.0373 LearningRate 0.0336 Epoch: 8 Global Step: 140200 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:25,623-Speed 3310.90 samples/sec Loss 2.0252 LearningRate 0.0336 Epoch: 8 Global Step: 140210 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:28,773-Speed 3251.65 samples/sec Loss 2.1126 LearningRate 0.0336 Epoch: 8 Global Step: 140220 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:31,979-Speed 3194.72 samples/sec Loss 2.0676 LearningRate 0.0336 Epoch: 8 Global Step: 140230 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:05:35,053-Speed 3332.78 samples/sec Loss 2.0580 LearningRate 0.0336 Epoch: 8 Global Step: 140240 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:38,139-Speed 3318.25 samples/sec Loss 2.1144 LearningRate 0.0336 Epoch: 8 Global Step: 140250 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:41,230-Speed 3313.06 samples/sec Loss 2.0289 LearningRate 0.0336 Epoch: 8 Global Step: 140260 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:44,301-Speed 3335.00 samples/sec Loss 2.0349 LearningRate 0.0336 Epoch: 8 Global Step: 140270 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:47,373-Speed 3334.93 samples/sec Loss 2.0711 LearningRate 0.0336 Epoch: 8 Global Step: 140280 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:50,452-Speed 3326.51 samples/sec Loss 2.0132 LearningRate 0.0336 Epoch: 8 Global Step: 140290 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:53,600-Speed 3253.07 samples/sec Loss 2.0803 LearningRate 0.0336 Epoch: 8 Global Step: 140300 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:56,674-Speed 3332.51 samples/sec Loss 2.0135 LearningRate 0.0336 Epoch: 8 Global Step: 140310 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:05:59,755-Speed 3324.16 samples/sec Loss 2.0724 LearningRate 0.0336 Epoch: 8 Global Step: 140320 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:02,833-Speed 3327.91 samples/sec Loss 2.0956 LearningRate 0.0336 Epoch: 8 Global Step: 140330 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:05,923-Speed 3314.89 samples/sec Loss 1.9990 LearningRate 0.0336 Epoch: 8 Global Step: 140340 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:09,143-Speed 3180.13 samples/sec Loss 2.0422 LearningRate 0.0336 Epoch: 8 Global Step: 140350 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:12,234-Speed 3313.47 samples/sec Loss 2.0564 LearningRate 0.0336 Epoch: 8 Global Step: 140360 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:15,355-Speed 3281.52 samples/sec Loss 1.9873 LearningRate 0.0336 Epoch: 8 Global Step: 140370 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:18,456-Speed 3303.03 samples/sec Loss 2.1087 LearningRate 0.0336 Epoch: 8 Global Step: 140380 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:21,536-Speed 3325.78 samples/sec Loss 2.0482 LearningRate 0.0336 Epoch: 8 Global Step: 140390 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:24,692-Speed 3245.48 samples/sec Loss 1.9924 LearningRate 0.0336 Epoch: 8 Global Step: 140400 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:27,800-Speed 3295.56 samples/sec Loss 2.0622 LearningRate 0.0336 Epoch: 8 Global Step: 140410 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:30,895-Speed 3309.45 samples/sec Loss 2.0611 LearningRate 0.0336 Epoch: 8 Global Step: 140420 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:34,110-Speed 3186.17 samples/sec Loss 2.0199 LearningRate 0.0336 Epoch: 8 Global Step: 140430 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:37,275-Speed 3236.04 samples/sec Loss 2.0843 LearningRate 0.0336 Epoch: 8 Global Step: 140440 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 14:06:40,336-Speed 3345.94 samples/sec Loss 2.0932 LearningRate 0.0336 Epoch: 8 Global Step: 140450 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:43,419-Speed 3321.61 samples/sec Loss 2.0194 LearningRate 0.0336 Epoch: 8 Global Step: 140460 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:46,499-Speed 3325.33 samples/sec Loss 2.0461 LearningRate 0.0335 Epoch: 8 Global Step: 140470 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:49,573-Speed 3331.99 samples/sec Loss 2.0947 LearningRate 0.0335 Epoch: 8 Global Step: 140480 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:52,658-Speed 3320.08 samples/sec Loss 2.0256 LearningRate 0.0335 Epoch: 8 Global Step: 140490 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:55,730-Speed 3334.13 samples/sec Loss 2.0397 LearningRate 0.0335 Epoch: 8 Global Step: 140500 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:06:58,808-Speed 3328.37 samples/sec Loss 2.0262 LearningRate 0.0335 Epoch: 8 Global Step: 140510 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:07:01,881-Speed 3332.96 samples/sec Loss 1.9554 LearningRate 0.0335 Epoch: 8 Global Step: 140520 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:07:04,952-Speed 3334.98 samples/sec Loss 2.1137 LearningRate 0.0335 Epoch: 8 Global Step: 140530 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:07:08,022-Speed 3336.29 samples/sec Loss 2.0768 LearningRate 0.0335 Epoch: 8 Global Step: 140540 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:11,128-Speed 3297.11 samples/sec Loss 1.9901 LearningRate 0.0335 Epoch: 8 Global Step: 140550 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:14,206-Speed 3327.97 samples/sec Loss 2.0184 LearningRate 0.0335 Epoch: 8 Global Step: 140560 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:17,289-Speed 3322.55 samples/sec Loss 2.0243 LearningRate 0.0335 Epoch: 8 Global Step: 140570 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:20,361-Speed 3334.65 samples/sec Loss 2.0480 LearningRate 0.0335 Epoch: 8 Global Step: 140580 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:23,429-Speed 3338.20 samples/sec Loss 2.1023 LearningRate 0.0335 Epoch: 8 Global Step: 140590 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:26,508-Speed 3326.38 samples/sec Loss 2.0048 LearningRate 0.0335 Epoch: 8 Global Step: 140600 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:29,583-Speed 3332.09 samples/sec Loss 2.0091 LearningRate 0.0335 Epoch: 8 Global Step: 140610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:32,670-Speed 3317.90 samples/sec Loss 2.0839 LearningRate 0.0335 Epoch: 8 Global Step: 140620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:35,758-Speed 3316.33 samples/sec Loss 2.0573 LearningRate 0.0335 Epoch: 8 Global Step: 140630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:38,842-Speed 3320.66 samples/sec Loss 2.0867 LearningRate 0.0335 Epoch: 8 Global Step: 140640 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:07:41,910-Speed 3338.45 samples/sec Loss 2.0352 LearningRate 0.0335 Epoch: 8 Global Step: 140650 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:07:45,001-Speed 3313.51 samples/sec Loss 2.0109 LearningRate 0.0335 Epoch: 8 Global Step: 140660 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:07:48,080-Speed 3326.88 samples/sec Loss 2.0305 LearningRate 0.0335 Epoch: 8 Global Step: 140670 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:07:51,147-Speed 3339.72 samples/sec Loss 2.0727 LearningRate 0.0335 Epoch: 8 Global Step: 140680 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:54,242-Speed 3309.20 samples/sec Loss 1.9863 LearningRate 0.0335 Epoch: 8 Global Step: 140690 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:07:57,328-Speed 3318.86 samples/sec Loss 2.0148 LearningRate 0.0335 Epoch: 8 Global Step: 140700 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:00,410-Speed 3323.47 samples/sec Loss 2.0298 LearningRate 0.0335 Epoch: 8 Global Step: 140710 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:03,490-Speed 3325.17 samples/sec Loss 1.9672 LearningRate 0.0335 Epoch: 8 Global Step: 140720 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:06,685-Speed 3205.62 samples/sec Loss 1.9797 LearningRate 0.0335 Epoch: 8 Global Step: 140730 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:09,798-Speed 3290.66 samples/sec Loss 2.0947 LearningRate 0.0335 Epoch: 8 Global Step: 140740 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:12,871-Speed 3333.28 samples/sec Loss 2.0562 LearningRate 0.0335 Epoch: 8 Global Step: 140750 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:15,961-Speed 3314.44 samples/sec Loss 2.1233 LearningRate 0.0334 Epoch: 8 Global Step: 140760 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:19,037-Speed 3331.58 samples/sec Loss 1.9535 LearningRate 0.0334 Epoch: 8 Global Step: 140770 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:22,091-Speed 3353.45 samples/sec Loss 2.0319 LearningRate 0.0334 Epoch: 8 Global Step: 140780 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:25,167-Speed 3329.38 samples/sec Loss 2.0978 LearningRate 0.0334 Epoch: 8 Global Step: 140790 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:28,263-Speed 3308.59 samples/sec Loss 2.0402 LearningRate 0.0334 Epoch: 8 Global Step: 140800 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:31,337-Speed 3331.94 samples/sec Loss 1.9571 LearningRate 0.0334 Epoch: 8 Global Step: 140810 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:34,425-Speed 3316.79 samples/sec Loss 1.9708 LearningRate 0.0334 Epoch: 8 Global Step: 140820 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:37,498-Speed 3334.00 samples/sec Loss 1.9880 LearningRate 0.0334 Epoch: 8 Global Step: 140830 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:40,575-Speed 3328.55 samples/sec Loss 2.0368 LearningRate 0.0334 Epoch: 8 Global Step: 140840 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:43,645-Speed 3336.46 samples/sec Loss 2.0319 LearningRate 0.0334 Epoch: 8 Global Step: 140850 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:46,715-Speed 3335.85 samples/sec Loss 2.0086 LearningRate 0.0334 Epoch: 8 Global Step: 140860 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:49,784-Speed 3336.76 samples/sec Loss 2.0832 LearningRate 0.0334 Epoch: 8 Global Step: 140870 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:08:52,863-Speed 3327.49 samples/sec Loss 2.0807 LearningRate 0.0334 Epoch: 8 Global Step: 140880 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:08:55,949-Speed 3317.87 samples/sec Loss 2.0357 LearningRate 0.0334 Epoch: 8 Global Step: 140890 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:08:59,060-Speed 3293.05 samples/sec Loss 1.9857 LearningRate 0.0334 Epoch: 8 Global Step: 140900 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:09:02,149-Speed 3314.84 samples/sec Loss 1.9939 LearningRate 0.0334 Epoch: 8 Global Step: 140910 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:09:05,235-Speed 3319.92 samples/sec Loss 1.9867 LearningRate 0.0334 Epoch: 8 Global Step: 140920 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:09:08,333-Speed 3306.51 samples/sec Loss 2.0056 LearningRate 0.0334 Epoch: 8 Global Step: 140930 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:09:11,404-Speed 3334.29 samples/sec Loss 2.0275 LearningRate 0.0334 Epoch: 8 Global Step: 140940 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:09:14,476-Speed 3334.91 samples/sec Loss 2.0088 LearningRate 0.0334 Epoch: 8 Global Step: 140950 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:09:17,556-Speed 3324.58 samples/sec Loss 1.9766 LearningRate 0.0334 Epoch: 8 Global Step: 140960 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:09:20,637-Speed 3324.67 samples/sec Loss 2.0045 LearningRate 0.0334 Epoch: 8 Global Step: 140970 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:09:23,732-Speed 3308.79 samples/sec Loss 2.0675 LearningRate 0.0334 Epoch: 8 Global Step: 140980 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:09:26,828-Speed 3309.27 samples/sec Loss 2.0591 LearningRate 0.0334 Epoch: 8 Global Step: 140990 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:09:29,909-Speed 3324.62 samples/sec Loss 2.0619 LearningRate 0.0334 Epoch: 8 Global Step: 141000 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:09:33,011-Speed 3300.91 samples/sec Loss 2.0388 LearningRate 0.0334 Epoch: 8 Global Step: 141010 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:09:36,122-Speed 3293.13 samples/sec Loss 2.0483 LearningRate 0.0334 Epoch: 8 Global Step: 141020 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:09:39,206-Speed 3321.17 samples/sec Loss 1.9909 LearningRate 0.0334 Epoch: 8 Global Step: 141030 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:09:42,299-Speed 3310.86 samples/sec Loss 2.0759 LearningRate 0.0334 Epoch: 8 Global Step: 141040 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:09:45,377-Speed 3328.22 samples/sec Loss 2.0485 LearningRate 0.0333 Epoch: 8 Global Step: 141050 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:09:48,507-Speed 3271.92 samples/sec Loss 2.0197 LearningRate 0.0333 Epoch: 8 Global Step: 141060 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:09:51,585-Speed 3327.60 samples/sec Loss 2.0280 LearningRate 0.0333 Epoch: 8 Global Step: 141070 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:09:54,656-Speed 3334.63 samples/sec Loss 2.0168 LearningRate 0.0333 Epoch: 8 Global Step: 141080 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:09:57,758-Speed 3303.16 samples/sec Loss 2.0172 LearningRate 0.0333 Epoch: 8 Global Step: 141090 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:10:00,833-Speed 3330.87 samples/sec Loss 2.0303 LearningRate 0.0333 Epoch: 8 Global Step: 141100 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:10:03,964-Speed 3271.04 samples/sec Loss 2.0250 LearningRate 0.0333 Epoch: 8 Global Step: 141110 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:10:07,096-Speed 3269.47 samples/sec Loss 1.9928 LearningRate 0.0333 Epoch: 8 Global Step: 141120 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:10:10,238-Speed 3260.66 samples/sec Loss 2.0349 LearningRate 0.0333 Epoch: 8 Global Step: 141130 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:13,335-Speed 3307.00 samples/sec Loss 2.0528 LearningRate 0.0333 Epoch: 8 Global Step: 141140 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:16,418-Speed 3321.86 samples/sec Loss 2.0593 LearningRate 0.0333 Epoch: 8 Global Step: 141150 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:19,535-Speed 3286.41 samples/sec Loss 2.0711 LearningRate 0.0333 Epoch: 8 Global Step: 141160 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:22,611-Speed 3329.66 samples/sec Loss 2.0974 LearningRate 0.0333 Epoch: 8 Global Step: 141170 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:25,685-Speed 3332.37 samples/sec Loss 2.0297 LearningRate 0.0333 Epoch: 8 Global Step: 141180 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:28,761-Speed 3329.13 samples/sec Loss 2.0867 LearningRate 0.0333 Epoch: 8 Global Step: 141190 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:31,835-Speed 3332.29 samples/sec Loss 1.9971 LearningRate 0.0333 Epoch: 8 Global Step: 141200 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:35,070-Speed 3166.24 samples/sec Loss 1.9970 LearningRate 0.0333 Epoch: 8 Global Step: 141210 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:38,146-Speed 3329.57 samples/sec Loss 1.9979 LearningRate 0.0333 Epoch: 8 Global Step: 141220 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:10:41,225-Speed 3326.95 samples/sec Loss 1.9961 LearningRate 0.0333 Epoch: 8 Global Step: 141230 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:10:44,323-Speed 3306.34 samples/sec Loss 2.0822 LearningRate 0.0333 Epoch: 8 Global Step: 141240 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:10:47,400-Speed 3328.10 samples/sec Loss 2.0661 LearningRate 0.0333 Epoch: 8 Global Step: 141250 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:10:50,482-Speed 3323.88 samples/sec Loss 2.0723 LearningRate 0.0333 Epoch: 8 Global Step: 141260 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:10:53,628-Speed 3255.57 samples/sec Loss 2.0395 LearningRate 0.0333 Epoch: 8 Global Step: 141270 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:10:56,706-Speed 3327.81 samples/sec Loss 2.0337 LearningRate 0.0333 Epoch: 8 Global Step: 141280 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:10:59,794-Speed 3316.81 samples/sec Loss 2.0722 LearningRate 0.0333 Epoch: 8 Global Step: 141290 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:02,905-Speed 3291.80 samples/sec Loss 2.0344 LearningRate 0.0333 Epoch: 8 Global Step: 141300 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:05,986-Speed 3324.03 samples/sec Loss 2.0451 LearningRate 0.0333 Epoch: 8 Global Step: 141310 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:09,068-Speed 3323.33 samples/sec Loss 2.0019 LearningRate 0.0333 Epoch: 8 Global Step: 141320 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:12,156-Speed 3316.72 samples/sec Loss 2.0218 LearningRate 0.0332 Epoch: 8 Global Step: 141330 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 14:11:15,227-Speed 3336.20 samples/sec Loss 2.0889 LearningRate 0.0332 Epoch: 8 Global Step: 141340 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:18,315-Speed 3316.30 samples/sec Loss 2.0361 LearningRate 0.0332 Epoch: 8 Global Step: 141350 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:21,393-Speed 3328.10 samples/sec Loss 1.9845 LearningRate 0.0332 Epoch: 8 Global Step: 141360 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:24,483-Speed 3314.23 samples/sec Loss 2.0135 LearningRate 0.0332 Epoch: 8 Global Step: 141370 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:27,570-Speed 3318.45 samples/sec Loss 2.0699 LearningRate 0.0332 Epoch: 8 Global Step: 141380 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:30,659-Speed 3315.90 samples/sec Loss 1.9929 LearningRate 0.0332 Epoch: 8 Global Step: 141390 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:33,741-Speed 3323.13 samples/sec Loss 2.0143 LearningRate 0.0332 Epoch: 8 Global Step: 141400 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:36,826-Speed 3319.53 samples/sec Loss 2.0148 LearningRate 0.0332 Epoch: 8 Global Step: 141410 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:39,907-Speed 3324.98 samples/sec Loss 2.0092 LearningRate 0.0332 Epoch: 8 Global Step: 141420 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:42,991-Speed 3320.57 samples/sec Loss 2.0452 LearningRate 0.0332 Epoch: 8 Global Step: 141430 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:46,059-Speed 3339.00 samples/sec Loss 2.0654 LearningRate 0.0332 Epoch: 8 Global Step: 141440 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:49,156-Speed 3307.57 samples/sec Loss 2.0520 LearningRate 0.0332 Epoch: 8 Global Step: 141450 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:52,248-Speed 3311.81 samples/sec Loss 1.9407 LearningRate 0.0332 Epoch: 8 Global Step: 141460 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:55,333-Speed 3320.98 samples/sec Loss 2.0540 LearningRate 0.0332 Epoch: 8 Global Step: 141470 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:11:58,438-Speed 3298.68 samples/sec Loss 2.0496 LearningRate 0.0332 Epoch: 8 Global Step: 141480 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:01,603-Speed 3236.00 samples/sec Loss 2.0616 LearningRate 0.0332 Epoch: 8 Global Step: 141490 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:04,682-Speed 3326.34 samples/sec Loss 2.0212 LearningRate 0.0332 Epoch: 8 Global Step: 141500 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:07,780-Speed 3305.50 samples/sec Loss 2.0613 LearningRate 0.0332 Epoch: 8 Global Step: 141510 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:10,854-Speed 3332.27 samples/sec Loss 2.0654 LearningRate 0.0332 Epoch: 8 Global Step: 141520 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:13,935-Speed 3325.35 samples/sec Loss 2.0662 LearningRate 0.0332 Epoch: 8 Global Step: 141530 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:17,006-Speed 3335.12 samples/sec Loss 2.0732 LearningRate 0.0332 Epoch: 8 Global Step: 141540 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:20,085-Speed 3326.14 samples/sec Loss 2.0799 LearningRate 0.0332 Epoch: 8 Global Step: 141550 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:23,165-Speed 3325.19 samples/sec Loss 2.0564 LearningRate 0.0332 Epoch: 8 Global Step: 141560 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:12:26,236-Speed 3335.64 samples/sec Loss 2.1029 LearningRate 0.0332 Epoch: 8 Global Step: 141570 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:29,313-Speed 3328.84 samples/sec Loss 2.0197 LearningRate 0.0332 Epoch: 8 Global Step: 141580 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:32,401-Speed 3316.68 samples/sec Loss 2.1558 LearningRate 0.0332 Epoch: 8 Global Step: 141590 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:35,490-Speed 3315.27 samples/sec Loss 2.0700 LearningRate 0.0332 Epoch: 8 Global Step: 141600 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:38,567-Speed 3330.16 samples/sec Loss 2.0078 LearningRate 0.0332 Epoch: 8 Global Step: 141610 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:41,643-Speed 3329.37 samples/sec Loss 2.0582 LearningRate 0.0331 Epoch: 8 Global Step: 141620 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:44,725-Speed 3324.37 samples/sec Loss 2.0025 LearningRate 0.0331 Epoch: 8 Global Step: 141630 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:47,799-Speed 3331.06 samples/sec Loss 2.0974 LearningRate 0.0331 Epoch: 8 Global Step: 141640 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:50,951-Speed 3249.48 samples/sec Loss 2.0085 LearningRate 0.0331 Epoch: 8 Global Step: 141650 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:54,198-Speed 3154.83 samples/sec Loss 2.0265 LearningRate 0.0331 Epoch: 8 Global Step: 141660 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:12:57,316-Speed 3284.94 samples/sec Loss 2.0723 LearningRate 0.0331 Epoch: 8 Global Step: 141670 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:00,404-Speed 3316.10 samples/sec Loss 2.0199 LearningRate 0.0331 Epoch: 8 Global Step: 141680 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:03,505-Speed 3303.79 samples/sec Loss 2.0303 LearningRate 0.0331 Epoch: 8 Global Step: 141690 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:06,594-Speed 3315.28 samples/sec Loss 1.9650 LearningRate 0.0331 Epoch: 8 Global Step: 141700 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:09,675-Speed 3324.97 samples/sec Loss 2.0285 LearningRate 0.0331 Epoch: 8 Global Step: 141710 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:12,768-Speed 3311.43 samples/sec Loss 1.9747 LearningRate 0.0331 Epoch: 8 Global Step: 141720 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:15,870-Speed 3301.96 samples/sec Loss 1.9408 LearningRate 0.0331 Epoch: 8 Global Step: 141730 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:18,950-Speed 3324.64 samples/sec Loss 2.0707 LearningRate 0.0331 Epoch: 8 Global Step: 141740 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:22,033-Speed 3322.83 samples/sec Loss 2.1314 LearningRate 0.0331 Epoch: 8 Global Step: 141750 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:25,108-Speed 3330.06 samples/sec Loss 2.0009 LearningRate 0.0331 Epoch: 8 Global Step: 141760 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:13:28,214-Speed 3297.97 samples/sec Loss 2.0531 LearningRate 0.0331 Epoch: 8 Global Step: 141770 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:31,311-Speed 3307.89 samples/sec Loss 2.0909 LearningRate 0.0331 Epoch: 8 Global Step: 141780 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:34,385-Speed 3332.36 samples/sec Loss 2.0363 LearningRate 0.0331 Epoch: 8 Global Step: 141790 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:37,461-Speed 3329.10 samples/sec Loss 2.0742 LearningRate 0.0331 Epoch: 8 Global Step: 141800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:40,557-Speed 3308.23 samples/sec Loss 2.0776 LearningRate 0.0331 Epoch: 8 Global Step: 141810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:43,633-Speed 3329.63 samples/sec Loss 2.0213 LearningRate 0.0331 Epoch: 8 Global Step: 141820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:46,718-Speed 3320.34 samples/sec Loss 2.0056 LearningRate 0.0331 Epoch: 8 Global Step: 141830 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:49,838-Speed 3283.17 samples/sec Loss 2.0659 LearningRate 0.0331 Epoch: 8 Global Step: 141840 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:52,969-Speed 3271.25 samples/sec Loss 2.0279 LearningRate 0.0331 Epoch: 8 Global Step: 141850 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:56,049-Speed 3325.41 samples/sec Loss 2.0371 LearningRate 0.0331 Epoch: 8 Global Step: 141860 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:13:59,118-Speed 3337.43 samples/sec Loss 2.0247 LearningRate 0.0331 Epoch: 8 Global Step: 141870 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:02,207-Speed 3315.93 samples/sec Loss 2.0514 LearningRate 0.0331 Epoch: 8 Global Step: 141880 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:05,301-Speed 3310.00 samples/sec Loss 2.1067 LearningRate 0.0331 Epoch: 8 Global Step: 141890 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:08,382-Speed 3324.42 samples/sec Loss 2.0563 LearningRate 0.0331 Epoch: 8 Global Step: 141900 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:11,472-Speed 3314.55 samples/sec Loss 2.1224 LearningRate 0.0330 Epoch: 8 Global Step: 141910 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:14,548-Speed 3329.96 samples/sec Loss 2.0526 LearningRate 0.0330 Epoch: 8 Global Step: 141920 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:17,674-Speed 3275.80 samples/sec Loss 2.0788 LearningRate 0.0330 Epoch: 8 Global Step: 141930 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:20,757-Speed 3323.21 samples/sec Loss 2.0554 LearningRate 0.0330 Epoch: 8 Global Step: 141940 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:14:23,834-Speed 3328.22 samples/sec Loss 2.0387 LearningRate 0.0330 Epoch: 8 Global Step: 141950 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:14:26,913-Speed 3327.82 samples/sec Loss 2.0545 LearningRate 0.0330 Epoch: 8 Global Step: 141960 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:14:29,991-Speed 3326.52 samples/sec Loss 1.9963 LearningRate 0.0330 Epoch: 8 Global Step: 141970 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:14:33,084-Speed 3311.54 samples/sec Loss 2.0722 LearningRate 0.0330 Epoch: 8 Global Step: 141980 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:14:36,164-Speed 3326.11 samples/sec Loss 2.0631 LearningRate 0.0330 Epoch: 8 Global Step: 141990 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:14:39,258-Speed 3310.32 samples/sec Loss 2.1019 LearningRate 0.0330 Epoch: 8 Global Step: 142000 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:15:23,496-[lfw][142000]XNorm: 23.913055 Training: 2022-04-11 14:15:23,496-[lfw][142000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 14:15:23,497-[lfw][142000]Accuracy-Highest: 0.99817 Training: 2022-04-11 14:16:14,520-[cfp_fp][142000]XNorm: 23.087925 Training: 2022-04-11 14:16:14,521-[cfp_fp][142000]Accuracy-Flip: 0.98586+-0.00416 Training: 2022-04-11 14:16:14,521-[cfp_fp][142000]Accuracy-Highest: 0.98814 Training: 2022-04-11 14:16:58,390-[agedb_30][142000]XNorm: 24.038849 Training: 2022-04-11 14:16:58,391-[agedb_30][142000]Accuracy-Flip: 0.98133+-0.00636 Training: 2022-04-11 14:16:58,391-[agedb_30][142000]Accuracy-Highest: 0.98317 Training: 2022-04-11 14:17:01,475-Speed 72.00 samples/sec Loss 2.0326 LearningRate 0.0330 Epoch: 8 Global Step: 142010 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:17:04,557-Speed 3323.84 samples/sec Loss 2.0425 LearningRate 0.0330 Epoch: 8 Global Step: 142020 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:17:07,639-Speed 3322.84 samples/sec Loss 2.0541 LearningRate 0.0330 Epoch: 8 Global Step: 142030 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:17:10,706-Speed 3340.02 samples/sec Loss 2.1192 LearningRate 0.0330 Epoch: 8 Global Step: 142040 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:17:13,913-Speed 3193.62 samples/sec Loss 2.0578 LearningRate 0.0330 Epoch: 8 Global Step: 142050 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:16,995-Speed 3322.67 samples/sec Loss 2.0680 LearningRate 0.0330 Epoch: 8 Global Step: 142060 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:20,081-Speed 3319.31 samples/sec Loss 2.1115 LearningRate 0.0330 Epoch: 8 Global Step: 142070 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:23,181-Speed 3304.10 samples/sec Loss 2.0472 LearningRate 0.0330 Epoch: 8 Global Step: 142080 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:26,257-Speed 3329.35 samples/sec Loss 2.0330 LearningRate 0.0330 Epoch: 8 Global Step: 142090 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:29,325-Speed 3338.80 samples/sec Loss 2.1118 LearningRate 0.0330 Epoch: 8 Global Step: 142100 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:32,434-Speed 3294.72 samples/sec Loss 2.0664 LearningRate 0.0330 Epoch: 8 Global Step: 142110 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:35,566-Speed 3270.17 samples/sec Loss 2.0712 LearningRate 0.0330 Epoch: 8 Global Step: 142120 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:38,638-Speed 3334.00 samples/sec Loss 2.0326 LearningRate 0.0330 Epoch: 8 Global Step: 142130 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:41,715-Speed 3328.89 samples/sec Loss 1.9755 LearningRate 0.0330 Epoch: 8 Global Step: 142140 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:44,800-Speed 3319.99 samples/sec Loss 2.0401 LearningRate 0.0330 Epoch: 8 Global Step: 142150 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:47,885-Speed 3320.03 samples/sec Loss 2.0836 LearningRate 0.0330 Epoch: 8 Global Step: 142160 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:50,963-Speed 3326.76 samples/sec Loss 2.0683 LearningRate 0.0330 Epoch: 8 Global Step: 142170 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:54,039-Speed 3330.33 samples/sec Loss 1.9732 LearningRate 0.0330 Epoch: 8 Global Step: 142180 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:17:57,133-Speed 3310.10 samples/sec Loss 2.0484 LearningRate 0.0330 Epoch: 8 Global Step: 142190 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:00,209-Speed 3330.65 samples/sec Loss 2.0030 LearningRate 0.0330 Epoch: 8 Global Step: 142200 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:03,282-Speed 3332.60 samples/sec Loss 2.0300 LearningRate 0.0329 Epoch: 8 Global Step: 142210 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:06,355-Speed 3332.56 samples/sec Loss 2.0560 LearningRate 0.0329 Epoch: 8 Global Step: 142220 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:09,445-Speed 3315.41 samples/sec Loss 2.0561 LearningRate 0.0329 Epoch: 8 Global Step: 142230 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:12,590-Speed 3256.67 samples/sec Loss 2.0561 LearningRate 0.0329 Epoch: 8 Global Step: 142240 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:15,675-Speed 3319.72 samples/sec Loss 2.0178 LearningRate 0.0329 Epoch: 8 Global Step: 142250 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 14:18:18,740-Speed 3341.57 samples/sec Loss 2.0831 LearningRate 0.0329 Epoch: 8 Global Step: 142260 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:21,815-Speed 3331.02 samples/sec Loss 2.0022 LearningRate 0.0329 Epoch: 8 Global Step: 142270 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:24,890-Speed 3331.66 samples/sec Loss 2.0929 LearningRate 0.0329 Epoch: 8 Global Step: 142280 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:27,969-Speed 3326.37 samples/sec Loss 2.0677 LearningRate 0.0329 Epoch: 8 Global Step: 142290 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:31,059-Speed 3313.97 samples/sec Loss 2.0586 LearningRate 0.0329 Epoch: 8 Global Step: 142300 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:34,135-Speed 3330.26 samples/sec Loss 2.0567 LearningRate 0.0329 Epoch: 8 Global Step: 142310 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:37,296-Speed 3240.32 samples/sec Loss 2.0829 LearningRate 0.0329 Epoch: 8 Global Step: 142320 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:40,474-Speed 3222.77 samples/sec Loss 2.0270 LearningRate 0.0329 Epoch: 8 Global Step: 142330 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:43,608-Speed 3267.73 samples/sec Loss 2.0702 LearningRate 0.0329 Epoch: 8 Global Step: 142340 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:46,740-Speed 3270.52 samples/sec Loss 2.0865 LearningRate 0.0329 Epoch: 8 Global Step: 142350 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:49,833-Speed 3312.01 samples/sec Loss 2.0798 LearningRate 0.0329 Epoch: 8 Global Step: 142360 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:52,919-Speed 3318.14 samples/sec Loss 2.0259 LearningRate 0.0329 Epoch: 8 Global Step: 142370 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:18:55,995-Speed 3329.79 samples/sec Loss 2.0358 LearningRate 0.0329 Epoch: 8 Global Step: 142380 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:18:59,067-Speed 3334.31 samples/sec Loss 2.0316 LearningRate 0.0329 Epoch: 8 Global Step: 142390 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:02,150-Speed 3322.04 samples/sec Loss 2.0220 LearningRate 0.0329 Epoch: 8 Global Step: 142400 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:05,220-Speed 3336.48 samples/sec Loss 2.0103 LearningRate 0.0329 Epoch: 8 Global Step: 142410 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:08,303-Speed 3321.91 samples/sec Loss 2.0950 LearningRate 0.0329 Epoch: 8 Global Step: 142420 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:11,379-Speed 3330.32 samples/sec Loss 2.0153 LearningRate 0.0329 Epoch: 8 Global Step: 142430 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:14,479-Speed 3303.89 samples/sec Loss 2.0828 LearningRate 0.0329 Epoch: 8 Global Step: 142440 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:17,589-Speed 3293.87 samples/sec Loss 2.0258 LearningRate 0.0329 Epoch: 8 Global Step: 142450 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:20,672-Speed 3321.46 samples/sec Loss 2.1014 LearningRate 0.0329 Epoch: 8 Global Step: 142460 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:23,750-Speed 3327.69 samples/sec Loss 2.0396 LearningRate 0.0329 Epoch: 8 Global Step: 142470 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:19:26,843-Speed 3312.05 samples/sec Loss 2.0748 LearningRate 0.0329 Epoch: 8 Global Step: 142480 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:29,918-Speed 3329.94 samples/sec Loss 2.1082 LearningRate 0.0329 Epoch: 8 Global Step: 142490 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:33,011-Speed 3311.96 samples/sec Loss 2.0557 LearningRate 0.0328 Epoch: 8 Global Step: 142500 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:36,085-Speed 3331.94 samples/sec Loss 2.0298 LearningRate 0.0328 Epoch: 8 Global Step: 142510 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:39,181-Speed 3307.97 samples/sec Loss 2.0652 LearningRate 0.0328 Epoch: 8 Global Step: 142520 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:42,261-Speed 3326.35 samples/sec Loss 2.0020 LearningRate 0.0328 Epoch: 8 Global Step: 142530 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:45,349-Speed 3316.56 samples/sec Loss 2.0516 LearningRate 0.0328 Epoch: 8 Global Step: 142540 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:48,451-Speed 3301.33 samples/sec Loss 2.0458 LearningRate 0.0328 Epoch: 8 Global Step: 142550 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:51,524-Speed 3333.67 samples/sec Loss 2.0040 LearningRate 0.0328 Epoch: 8 Global Step: 142560 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:54,601-Speed 3328.25 samples/sec Loss 2.0487 LearningRate 0.0328 Epoch: 8 Global Step: 142570 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:19:57,726-Speed 3277.23 samples/sec Loss 2.0701 LearningRate 0.0328 Epoch: 8 Global Step: 142580 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:00,846-Speed 3283.03 samples/sec Loss 2.0394 LearningRate 0.0328 Epoch: 8 Global Step: 142590 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:03,982-Speed 3265.91 samples/sec Loss 2.0525 LearningRate 0.0328 Epoch: 8 Global Step: 142600 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:07,061-Speed 3327.29 samples/sec Loss 2.0300 LearningRate 0.0328 Epoch: 8 Global Step: 142610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:10,142-Speed 3323.98 samples/sec Loss 2.0042 LearningRate 0.0328 Epoch: 8 Global Step: 142620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:13,217-Speed 3331.39 samples/sec Loss 2.0726 LearningRate 0.0328 Epoch: 8 Global Step: 142630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:16,315-Speed 3306.18 samples/sec Loss 2.0590 LearningRate 0.0328 Epoch: 8 Global Step: 142640 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:19,390-Speed 3331.18 samples/sec Loss 2.0205 LearningRate 0.0328 Epoch: 8 Global Step: 142650 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:22,473-Speed 3321.29 samples/sec Loss 2.0844 LearningRate 0.0328 Epoch: 8 Global Step: 142660 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:25,557-Speed 3321.44 samples/sec Loss 2.1102 LearningRate 0.0328 Epoch: 8 Global Step: 142670 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:28,630-Speed 3333.24 samples/sec Loss 2.0622 LearningRate 0.0328 Epoch: 8 Global Step: 142680 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:20:31,721-Speed 3312.78 samples/sec Loss 2.0446 LearningRate 0.0328 Epoch: 8 Global Step: 142690 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:34,806-Speed 3321.17 samples/sec Loss 2.0692 LearningRate 0.0328 Epoch: 8 Global Step: 142700 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:37,880-Speed 3332.19 samples/sec Loss 2.0399 LearningRate 0.0328 Epoch: 8 Global Step: 142710 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:40,961-Speed 3323.57 samples/sec Loss 2.0601 LearningRate 0.0328 Epoch: 8 Global Step: 142720 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:44,039-Speed 3328.27 samples/sec Loss 1.9995 LearningRate 0.0328 Epoch: 8 Global Step: 142730 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:47,125-Speed 3319.53 samples/sec Loss 2.0034 LearningRate 0.0328 Epoch: 8 Global Step: 142740 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:50,198-Speed 3332.13 samples/sec Loss 2.0901 LearningRate 0.0328 Epoch: 8 Global Step: 142750 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:53,274-Speed 3330.36 samples/sec Loss 2.0637 LearningRate 0.0328 Epoch: 8 Global Step: 142760 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:56,351-Speed 3328.74 samples/sec Loss 2.0155 LearningRate 0.0328 Epoch: 8 Global Step: 142770 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:20:59,526-Speed 3225.65 samples/sec Loss 2.1292 LearningRate 0.0328 Epoch: 8 Global Step: 142780 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:02,778-Speed 3149.99 samples/sec Loss 2.0118 LearningRate 0.0327 Epoch: 8 Global Step: 142790 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 14:21:05,843-Speed 3341.90 samples/sec Loss 2.0272 LearningRate 0.0327 Epoch: 8 Global Step: 142800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:08,919-Speed 3330.00 samples/sec Loss 2.0425 LearningRate 0.0327 Epoch: 8 Global Step: 142810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:11,992-Speed 3332.28 samples/sec Loss 2.0853 LearningRate 0.0327 Epoch: 8 Global Step: 142820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:15,068-Speed 3330.25 samples/sec Loss 2.0139 LearningRate 0.0327 Epoch: 8 Global Step: 142830 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:18,153-Speed 3319.62 samples/sec Loss 2.0604 LearningRate 0.0327 Epoch: 8 Global Step: 142840 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:21,230-Speed 3329.23 samples/sec Loss 2.0864 LearningRate 0.0327 Epoch: 8 Global Step: 142850 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:24,315-Speed 3320.00 samples/sec Loss 2.0273 LearningRate 0.0327 Epoch: 8 Global Step: 142860 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:27,404-Speed 3315.34 samples/sec Loss 2.0622 LearningRate 0.0327 Epoch: 8 Global Step: 142870 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:30,481-Speed 3328.83 samples/sec Loss 2.0016 LearningRate 0.0327 Epoch: 8 Global Step: 142880 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:33,557-Speed 3329.89 samples/sec Loss 2.0700 LearningRate 0.0327 Epoch: 8 Global Step: 142890 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:36,632-Speed 3330.62 samples/sec Loss 2.0426 LearningRate 0.0327 Epoch: 8 Global Step: 142900 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:39,707-Speed 3331.33 samples/sec Loss 2.0660 LearningRate 0.0327 Epoch: 8 Global Step: 142910 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:21:42,776-Speed 3337.48 samples/sec Loss 2.0388 LearningRate 0.0327 Epoch: 8 Global Step: 142920 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:21:45,850-Speed 3332.11 samples/sec Loss 2.0706 LearningRate 0.0327 Epoch: 8 Global Step: 142930 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:21:48,924-Speed 3331.84 samples/sec Loss 2.1086 LearningRate 0.0327 Epoch: 8 Global Step: 142940 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:21:52,008-Speed 3320.69 samples/sec Loss 2.0435 LearningRate 0.0327 Epoch: 8 Global Step: 142950 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:21:55,084-Speed 3329.54 samples/sec Loss 2.1011 LearningRate 0.0327 Epoch: 8 Global Step: 142960 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:21:58,217-Speed 3269.68 samples/sec Loss 2.0136 LearningRate 0.0327 Epoch: 8 Global Step: 142970 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:01,306-Speed 3315.55 samples/sec Loss 2.0181 LearningRate 0.0327 Epoch: 8 Global Step: 142980 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:04,412-Speed 3298.21 samples/sec Loss 2.0553 LearningRate 0.0327 Epoch: 8 Global Step: 142990 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:07,504-Speed 3312.29 samples/sec Loss 2.0178 LearningRate 0.0327 Epoch: 8 Global Step: 143000 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:10,580-Speed 3329.48 samples/sec Loss 2.0382 LearningRate 0.0327 Epoch: 8 Global Step: 143010 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:13,659-Speed 3326.35 samples/sec Loss 2.0505 LearningRate 0.0327 Epoch: 8 Global Step: 143020 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:22:16,747-Speed 3316.90 samples/sec Loss 2.1149 LearningRate 0.0327 Epoch: 8 Global Step: 143030 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:19,838-Speed 3313.61 samples/sec Loss 2.0057 LearningRate 0.0327 Epoch: 8 Global Step: 143040 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:22,934-Speed 3308.98 samples/sec Loss 2.0162 LearningRate 0.0327 Epoch: 8 Global Step: 143050 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:26,029-Speed 3309.78 samples/sec Loss 2.0782 LearningRate 0.0327 Epoch: 8 Global Step: 143060 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:29,162-Speed 3268.55 samples/sec Loss 1.9737 LearningRate 0.0327 Epoch: 8 Global Step: 143070 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:32,237-Speed 3330.93 samples/sec Loss 2.0055 LearningRate 0.0326 Epoch: 8 Global Step: 143080 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:35,314-Speed 3328.26 samples/sec Loss 2.0823 LearningRate 0.0326 Epoch: 8 Global Step: 143090 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:38,402-Speed 3317.44 samples/sec Loss 2.0926 LearningRate 0.0326 Epoch: 8 Global Step: 143100 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:41,477-Speed 3330.46 samples/sec Loss 1.9902 LearningRate 0.0326 Epoch: 8 Global Step: 143110 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:44,552-Speed 3330.53 samples/sec Loss 2.0767 LearningRate 0.0326 Epoch: 8 Global Step: 143120 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:22:47,633-Speed 3324.86 samples/sec Loss 2.1245 LearningRate 0.0326 Epoch: 8 Global Step: 143130 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:22:50,734-Speed 3303.41 samples/sec Loss 2.0631 LearningRate 0.0326 Epoch: 8 Global Step: 143140 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:22:53,816-Speed 3322.77 samples/sec Loss 2.0278 LearningRate 0.0326 Epoch: 8 Global Step: 143150 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:22:56,890-Speed 3332.12 samples/sec Loss 2.0250 LearningRate 0.0326 Epoch: 8 Global Step: 143160 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:22:59,994-Speed 3300.49 samples/sec Loss 2.0305 LearningRate 0.0326 Epoch: 8 Global Step: 143170 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:03,084-Speed 3313.80 samples/sec Loss 1.9974 LearningRate 0.0326 Epoch: 8 Global Step: 143180 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:06,158-Speed 3332.52 samples/sec Loss 1.9763 LearningRate 0.0326 Epoch: 8 Global Step: 143190 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:09,236-Speed 3327.11 samples/sec Loss 2.1256 LearningRate 0.0326 Epoch: 8 Global Step: 143200 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:12,315-Speed 3326.53 samples/sec Loss 2.0946 LearningRate 0.0326 Epoch: 8 Global Step: 143210 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:15,392-Speed 3329.23 samples/sec Loss 2.1263 LearningRate 0.0326 Epoch: 8 Global Step: 143220 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:18,466-Speed 3332.53 samples/sec Loss 2.0702 LearningRate 0.0326 Epoch: 8 Global Step: 143230 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:21,540-Speed 3331.52 samples/sec Loss 2.0256 LearningRate 0.0326 Epoch: 8 Global Step: 143240 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:24,620-Speed 3325.74 samples/sec Loss 2.1060 LearningRate 0.0326 Epoch: 8 Global Step: 143250 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:27,697-Speed 3328.87 samples/sec Loss 2.0623 LearningRate 0.0326 Epoch: 8 Global Step: 143260 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:30,779-Speed 3322.49 samples/sec Loss 2.0003 LearningRate 0.0326 Epoch: 8 Global Step: 143270 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:23:33,896-Speed 3286.14 samples/sec Loss 2.0764 LearningRate 0.0326 Epoch: 8 Global Step: 143280 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:23:36,977-Speed 3324.25 samples/sec Loss 2.0241 LearningRate 0.0326 Epoch: 8 Global Step: 143290 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:23:40,041-Speed 3342.85 samples/sec Loss 2.0835 LearningRate 0.0326 Epoch: 8 Global Step: 143300 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:43,134-Speed 3311.40 samples/sec Loss 2.0699 LearningRate 0.0326 Epoch: 8 Global Step: 143310 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:46,207-Speed 3333.13 samples/sec Loss 2.0269 LearningRate 0.0326 Epoch: 8 Global Step: 143320 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:49,384-Speed 3224.30 samples/sec Loss 2.0685 LearningRate 0.0326 Epoch: 8 Global Step: 143330 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:52,477-Speed 3311.52 samples/sec Loss 2.1070 LearningRate 0.0326 Epoch: 8 Global Step: 143340 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:55,610-Speed 3269.20 samples/sec Loss 2.0394 LearningRate 0.0326 Epoch: 8 Global Step: 143350 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:23:58,727-Speed 3285.62 samples/sec Loss 2.0368 LearningRate 0.0326 Epoch: 8 Global Step: 143360 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:24:01,829-Speed 3302.07 samples/sec Loss 2.0704 LearningRate 0.0325 Epoch: 8 Global Step: 143370 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:24:04,924-Speed 3308.86 samples/sec Loss 2.0321 LearningRate 0.0325 Epoch: 8 Global Step: 143380 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:24:08,000-Speed 3330.05 samples/sec Loss 2.0478 LearningRate 0.0325 Epoch: 8 Global Step: 143390 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:24:11,084-Speed 3321.43 samples/sec Loss 2.0239 LearningRate 0.0325 Epoch: 8 Global Step: 143400 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:14,180-Speed 3308.91 samples/sec Loss 2.0019 LearningRate 0.0325 Epoch: 8 Global Step: 143410 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:17,274-Speed 3310.05 samples/sec Loss 2.0291 LearningRate 0.0325 Epoch: 8 Global Step: 143420 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:20,352-Speed 3326.94 samples/sec Loss 2.0291 LearningRate 0.0325 Epoch: 8 Global Step: 143430 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:23,438-Speed 3319.76 samples/sec Loss 2.1494 LearningRate 0.0325 Epoch: 8 Global Step: 143440 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:26,592-Speed 3247.28 samples/sec Loss 2.0981 LearningRate 0.0325 Epoch: 8 Global Step: 143450 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:29,716-Speed 3278.57 samples/sec Loss 2.0770 LearningRate 0.0325 Epoch: 8 Global Step: 143460 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:32,907-Speed 3209.32 samples/sec Loss 2.0392 LearningRate 0.0325 Epoch: 8 Global Step: 143470 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:36,065-Speed 3243.61 samples/sec Loss 2.0170 LearningRate 0.0325 Epoch: 8 Global Step: 143480 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:39,233-Speed 3233.27 samples/sec Loss 2.0357 LearningRate 0.0325 Epoch: 8 Global Step: 143490 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:42,300-Speed 3339.35 samples/sec Loss 2.0213 LearningRate 0.0325 Epoch: 8 Global Step: 143500 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:45,549-Speed 3152.22 samples/sec Loss 2.0834 LearningRate 0.0325 Epoch: 8 Global Step: 143510 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:48,768-Speed 3182.39 samples/sec Loss 2.0270 LearningRate 0.0325 Epoch: 8 Global Step: 143520 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:51,849-Speed 3324.68 samples/sec Loss 2.0633 LearningRate 0.0325 Epoch: 8 Global Step: 143530 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:54,940-Speed 3312.78 samples/sec Loss 2.1205 LearningRate 0.0325 Epoch: 8 Global Step: 143540 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:24:58,055-Speed 3288.15 samples/sec Loss 2.0888 LearningRate 0.0325 Epoch: 8 Global Step: 143550 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:25:01,130-Speed 3331.02 samples/sec Loss 2.0141 LearningRate 0.0325 Epoch: 8 Global Step: 143560 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:04,207-Speed 3328.41 samples/sec Loss 2.0469 LearningRate 0.0325 Epoch: 8 Global Step: 143570 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:07,320-Speed 3290.52 samples/sec Loss 2.0678 LearningRate 0.0325 Epoch: 8 Global Step: 143580 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:10,397-Speed 3329.20 samples/sec Loss 2.0497 LearningRate 0.0325 Epoch: 8 Global Step: 143590 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:13,487-Speed 3315.30 samples/sec Loss 2.0283 LearningRate 0.0325 Epoch: 8 Global Step: 143600 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:16,575-Speed 3316.24 samples/sec Loss 2.0832 LearningRate 0.0325 Epoch: 8 Global Step: 143610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:19,659-Speed 3321.20 samples/sec Loss 2.0854 LearningRate 0.0325 Epoch: 8 Global Step: 143620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:22,743-Speed 3321.12 samples/sec Loss 2.0693 LearningRate 0.0325 Epoch: 8 Global Step: 143630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:25,914-Speed 3229.90 samples/sec Loss 2.0592 LearningRate 0.0325 Epoch: 8 Global Step: 143640 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:29,069-Speed 3246.63 samples/sec Loss 2.0630 LearningRate 0.0325 Epoch: 8 Global Step: 143650 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:32,218-Speed 3252.88 samples/sec Loss 2.0836 LearningRate 0.0324 Epoch: 8 Global Step: 143660 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:25:35,345-Speed 3275.50 samples/sec Loss 2.0498 LearningRate 0.0324 Epoch: 8 Global Step: 143670 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:25:38,425-Speed 3325.01 samples/sec Loss 2.1007 LearningRate 0.0324 Epoch: 8 Global Step: 143680 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:25:41,546-Speed 3282.26 samples/sec Loss 2.0324 LearningRate 0.0324 Epoch: 8 Global Step: 143690 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:25:44,632-Speed 3319.52 samples/sec Loss 2.1177 LearningRate 0.0324 Epoch: 8 Global Step: 143700 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:47,708-Speed 3329.29 samples/sec Loss 2.0458 LearningRate 0.0324 Epoch: 8 Global Step: 143710 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:50,789-Speed 3325.17 samples/sec Loss 2.1172 LearningRate 0.0324 Epoch: 8 Global Step: 143720 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:53,867-Speed 3327.29 samples/sec Loss 2.0097 LearningRate 0.0324 Epoch: 8 Global Step: 143730 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:25:56,957-Speed 3314.58 samples/sec Loss 2.0811 LearningRate 0.0324 Epoch: 8 Global Step: 143740 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:00,040-Speed 3321.63 samples/sec Loss 2.1131 LearningRate 0.0324 Epoch: 8 Global Step: 143750 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:03,121-Speed 3325.28 samples/sec Loss 2.1107 LearningRate 0.0324 Epoch: 8 Global Step: 143760 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:06,199-Speed 3326.93 samples/sec Loss 2.0698 LearningRate 0.0324 Epoch: 8 Global Step: 143770 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:09,287-Speed 3317.17 samples/sec Loss 2.0183 LearningRate 0.0324 Epoch: 8 Global Step: 143780 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:12,395-Speed 3295.25 samples/sec Loss 2.0990 LearningRate 0.0324 Epoch: 8 Global Step: 143790 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:15,492-Speed 3307.72 samples/sec Loss 2.0223 LearningRate 0.0324 Epoch: 8 Global Step: 143800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:26:18,567-Speed 3330.93 samples/sec Loss 2.0634 LearningRate 0.0324 Epoch: 8 Global Step: 143810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:26:21,649-Speed 3323.17 samples/sec Loss 1.9925 LearningRate 0.0324 Epoch: 8 Global Step: 143820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:26:24,743-Speed 3309.78 samples/sec Loss 2.0784 LearningRate 0.0324 Epoch: 8 Global Step: 143830 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:26:27,929-Speed 3215.31 samples/sec Loss 2.0215 LearningRate 0.0324 Epoch: 8 Global Step: 143840 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:26:31,029-Speed 3304.62 samples/sec Loss 2.0342 LearningRate 0.0324 Epoch: 8 Global Step: 143850 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:26:34,141-Speed 3291.60 samples/sec Loss 2.0482 LearningRate 0.0324 Epoch: 8 Global Step: 143860 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:26:37,202-Speed 3345.79 samples/sec Loss 2.0526 LearningRate 0.0324 Epoch: 8 Global Step: 143870 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:40,277-Speed 3330.75 samples/sec Loss 2.0248 LearningRate 0.0324 Epoch: 8 Global Step: 143880 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:43,354-Speed 3328.70 samples/sec Loss 2.0262 LearningRate 0.0324 Epoch: 8 Global Step: 143890 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:46,430-Speed 3329.21 samples/sec Loss 2.0314 LearningRate 0.0324 Epoch: 8 Global Step: 143900 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:49,505-Speed 3331.35 samples/sec Loss 1.9985 LearningRate 0.0324 Epoch: 8 Global Step: 143910 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:52,610-Speed 3298.34 samples/sec Loss 2.0107 LearningRate 0.0324 Epoch: 8 Global Step: 143920 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:55,759-Speed 3252.24 samples/sec Loss 2.0670 LearningRate 0.0324 Epoch: 8 Global Step: 143930 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:26:58,860-Speed 3304.29 samples/sec Loss 1.9939 LearningRate 0.0324 Epoch: 8 Global Step: 143940 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:27:01,947-Speed 3317.89 samples/sec Loss 2.0170 LearningRate 0.0324 Epoch: 8 Global Step: 143950 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:27:05,181-Speed 3166.97 samples/sec Loss 2.0380 LearningRate 0.0323 Epoch: 8 Global Step: 143960 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:27:08,295-Speed 3288.66 samples/sec Loss 2.0228 LearningRate 0.0323 Epoch: 8 Global Step: 143970 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:27:11,377-Speed 3323.25 samples/sec Loss 2.0583 LearningRate 0.0323 Epoch: 8 Global Step: 143980 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:27:14,463-Speed 3319.72 samples/sec Loss 2.0825 LearningRate 0.0323 Epoch: 8 Global Step: 143990 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:27:17,574-Speed 3292.27 samples/sec Loss 2.0691 LearningRate 0.0323 Epoch: 8 Global Step: 144000 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:28:01,931-[lfw][144000]XNorm: 21.881411 Training: 2022-04-11 14:28:01,931-[lfw][144000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 14:28:01,932-[lfw][144000]Accuracy-Highest: 0.99817 Training: 2022-04-11 14:28:53,360-[cfp_fp][144000]XNorm: 21.085438 Training: 2022-04-11 14:28:53,360-[cfp_fp][144000]Accuracy-Flip: 0.98686+-0.00571 Training: 2022-04-11 14:28:53,361-[cfp_fp][144000]Accuracy-Highest: 0.98814 Training: 2022-04-11 14:29:37,547-[agedb_30][144000]XNorm: 21.916345 Training: 2022-04-11 14:29:37,547-[agedb_30][144000]Accuracy-Flip: 0.98133+-0.00618 Training: 2022-04-11 14:29:37,548-[agedb_30][144000]Accuracy-Highest: 0.98317 Training: 2022-04-11 14:29:40,635-Speed 71.58 samples/sec Loss 2.0614 LearningRate 0.0323 Epoch: 8 Global Step: 144010 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:29:43,771-Speed 3266.47 samples/sec Loss 2.0871 LearningRate 0.0323 Epoch: 8 Global Step: 144020 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:29:47,012-Speed 3159.73 samples/sec Loss 2.0774 LearningRate 0.0323 Epoch: 8 Global Step: 144030 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:29:50,095-Speed 3322.43 samples/sec Loss 2.0838 LearningRate 0.0323 Epoch: 8 Global Step: 144040 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:29:53,174-Speed 3327.20 samples/sec Loss 1.9836 LearningRate 0.0323 Epoch: 8 Global Step: 144050 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:29:56,262-Speed 3316.98 samples/sec Loss 2.0416 LearningRate 0.0323 Epoch: 8 Global Step: 144060 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:29:59,334-Speed 3333.66 samples/sec Loss 2.0756 LearningRate 0.0323 Epoch: 8 Global Step: 144070 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:02,409-Speed 3330.72 samples/sec Loss 2.0707 LearningRate 0.0323 Epoch: 8 Global Step: 144080 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:05,482-Speed 3333.20 samples/sec Loss 1.9893 LearningRate 0.0323 Epoch: 8 Global Step: 144090 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:08,658-Speed 3225.10 samples/sec Loss 2.0017 LearningRate 0.0323 Epoch: 8 Global Step: 144100 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:11,785-Speed 3274.73 samples/sec Loss 2.1249 LearningRate 0.0323 Epoch: 8 Global Step: 144110 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:14,862-Speed 3329.28 samples/sec Loss 2.0566 LearningRate 0.0323 Epoch: 8 Global Step: 144120 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:17,948-Speed 3318.82 samples/sec Loss 2.0111 LearningRate 0.0323 Epoch: 8 Global Step: 144130 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:21,049-Speed 3303.32 samples/sec Loss 2.1131 LearningRate 0.0323 Epoch: 8 Global Step: 144140 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:24,138-Speed 3316.13 samples/sec Loss 2.0843 LearningRate 0.0323 Epoch: 8 Global Step: 144150 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:27,232-Speed 3309.80 samples/sec Loss 2.0892 LearningRate 0.0323 Epoch: 8 Global Step: 144160 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:30,344-Speed 3291.26 samples/sec Loss 2.0496 LearningRate 0.0323 Epoch: 8 Global Step: 144170 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:33,418-Speed 3331.47 samples/sec Loss 2.0927 LearningRate 0.0323 Epoch: 8 Global Step: 144180 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:36,503-Speed 3321.06 samples/sec Loss 2.1068 LearningRate 0.0323 Epoch: 8 Global Step: 144190 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:39,584-Speed 3323.48 samples/sec Loss 2.0728 LearningRate 0.0323 Epoch: 8 Global Step: 144200 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:42,662-Speed 3328.43 samples/sec Loss 2.0538 LearningRate 0.0323 Epoch: 8 Global Step: 144210 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:45,748-Speed 3318.20 samples/sec Loss 1.9906 LearningRate 0.0323 Epoch: 8 Global Step: 144220 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:48,845-Speed 3308.44 samples/sec Loss 1.9832 LearningRate 0.0323 Epoch: 8 Global Step: 144230 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:51,942-Speed 3307.15 samples/sec Loss 2.0165 LearningRate 0.0323 Epoch: 8 Global Step: 144240 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:55,021-Speed 3326.05 samples/sec Loss 2.0587 LearningRate 0.0322 Epoch: 8 Global Step: 144250 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:30:58,093-Speed 3334.54 samples/sec Loss 2.0293 LearningRate 0.0322 Epoch: 8 Global Step: 144260 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:31:01,192-Speed 3304.26 samples/sec Loss 2.0742 LearningRate 0.0322 Epoch: 8 Global Step: 144270 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 14:31:04,259-Speed 3340.28 samples/sec Loss 2.0093 LearningRate 0.0322 Epoch: 8 Global Step: 144280 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:31:07,322-Speed 3343.45 samples/sec Loss 2.0623 LearningRate 0.0322 Epoch: 8 Global Step: 144290 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:10,410-Speed 3316.75 samples/sec Loss 2.0724 LearningRate 0.0322 Epoch: 8 Global Step: 144300 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:13,648-Speed 3163.62 samples/sec Loss 2.0278 LearningRate 0.0322 Epoch: 8 Global Step: 144310 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:16,790-Speed 3259.69 samples/sec Loss 2.0787 LearningRate 0.0322 Epoch: 8 Global Step: 144320 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:19,894-Speed 3299.69 samples/sec Loss 2.0640 LearningRate 0.0322 Epoch: 8 Global Step: 144330 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:22,994-Speed 3303.88 samples/sec Loss 2.1048 LearningRate 0.0322 Epoch: 8 Global Step: 144340 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:26,077-Speed 3322.72 samples/sec Loss 2.0785 LearningRate 0.0322 Epoch: 8 Global Step: 144350 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:29,208-Speed 3270.65 samples/sec Loss 2.0497 LearningRate 0.0322 Epoch: 8 Global Step: 144360 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:32,324-Speed 3287.90 samples/sec Loss 2.0225 LearningRate 0.0322 Epoch: 8 Global Step: 144370 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:35,408-Speed 3320.14 samples/sec Loss 2.0710 LearningRate 0.0322 Epoch: 8 Global Step: 144380 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:38,496-Speed 3317.55 samples/sec Loss 2.0425 LearningRate 0.0322 Epoch: 8 Global Step: 144390 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:31:41,587-Speed 3313.53 samples/sec Loss 2.0578 LearningRate 0.0322 Epoch: 8 Global Step: 144400 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:31:44,660-Speed 3332.57 samples/sec Loss 2.1251 LearningRate 0.0322 Epoch: 8 Global Step: 144410 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:47,730-Speed 3336.16 samples/sec Loss 2.0601 LearningRate 0.0322 Epoch: 8 Global Step: 144420 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:50,809-Speed 3326.93 samples/sec Loss 2.0198 LearningRate 0.0322 Epoch: 8 Global Step: 144430 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:53,880-Speed 3334.78 samples/sec Loss 2.0372 LearningRate 0.0322 Epoch: 8 Global Step: 144440 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:31:56,951-Speed 3336.06 samples/sec Loss 2.0358 LearningRate 0.0322 Epoch: 8 Global Step: 144450 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:00,033-Speed 3322.84 samples/sec Loss 2.0365 LearningRate 0.0322 Epoch: 8 Global Step: 144460 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:03,115-Speed 3323.01 samples/sec Loss 2.0738 LearningRate 0.0322 Epoch: 8 Global Step: 144470 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:06,261-Speed 3255.73 samples/sec Loss 2.0915 LearningRate 0.0322 Epoch: 8 Global Step: 144480 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:09,391-Speed 3272.54 samples/sec Loss 2.0470 LearningRate 0.0322 Epoch: 8 Global Step: 144490 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:12,467-Speed 3329.72 samples/sec Loss 2.0808 LearningRate 0.0322 Epoch: 8 Global Step: 144500 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:15,552-Speed 3320.36 samples/sec Loss 2.0514 LearningRate 0.0322 Epoch: 8 Global Step: 144510 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:18,635-Speed 3322.25 samples/sec Loss 1.9891 LearningRate 0.0322 Epoch: 8 Global Step: 144520 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:21,708-Speed 3333.48 samples/sec Loss 2.0569 LearningRate 0.0322 Epoch: 8 Global Step: 144530 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:24,790-Speed 3322.28 samples/sec Loss 2.0900 LearningRate 0.0322 Epoch: 8 Global Step: 144540 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:27,875-Speed 3320.34 samples/sec Loss 2.1297 LearningRate 0.0321 Epoch: 8 Global Step: 144550 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:30,963-Speed 3317.15 samples/sec Loss 2.0419 LearningRate 0.0321 Epoch: 8 Global Step: 144560 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:34,044-Speed 3324.56 samples/sec Loss 2.0511 LearningRate 0.0321 Epoch: 8 Global Step: 144570 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:37,122-Speed 3327.49 samples/sec Loss 2.0718 LearningRate 0.0321 Epoch: 8 Global Step: 144580 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:40,206-Speed 3321.01 samples/sec Loss 2.0098 LearningRate 0.0321 Epoch: 8 Global Step: 144590 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:32:43,268-Speed 3344.79 samples/sec Loss 2.0236 LearningRate 0.0321 Epoch: 8 Global Step: 144600 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:46,357-Speed 3316.13 samples/sec Loss 2.0176 LearningRate 0.0321 Epoch: 8 Global Step: 144610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:49,446-Speed 3315.74 samples/sec Loss 2.0190 LearningRate 0.0321 Epoch: 8 Global Step: 144620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:52,531-Speed 3320.18 samples/sec Loss 2.0368 LearningRate 0.0321 Epoch: 8 Global Step: 144630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:55,600-Speed 3337.24 samples/sec Loss 2.0872 LearningRate 0.0321 Epoch: 8 Global Step: 144640 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:32:58,680-Speed 3324.45 samples/sec Loss 2.0615 LearningRate 0.0321 Epoch: 8 Global Step: 144650 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:01,773-Speed 3312.61 samples/sec Loss 2.0011 LearningRate 0.0321 Epoch: 8 Global Step: 144660 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:04,857-Speed 3320.66 samples/sec Loss 2.0451 LearningRate 0.0321 Epoch: 8 Global Step: 144670 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:07,935-Speed 3328.54 samples/sec Loss 2.0418 LearningRate 0.0321 Epoch: 8 Global Step: 144680 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:11,016-Speed 3323.77 samples/sec Loss 2.0801 LearningRate 0.0321 Epoch: 8 Global Step: 144690 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:14,078-Speed 3345.02 samples/sec Loss 2.0932 LearningRate 0.0321 Epoch: 8 Global Step: 144700 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:17,157-Speed 3326.75 samples/sec Loss 2.0505 LearningRate 0.0321 Epoch: 8 Global Step: 144710 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:20,246-Speed 3315.20 samples/sec Loss 2.0473 LearningRate 0.0321 Epoch: 8 Global Step: 144720 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:23,334-Speed 3316.80 samples/sec Loss 2.0187 LearningRate 0.0321 Epoch: 8 Global Step: 144730 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:26,418-Speed 3320.82 samples/sec Loss 1.9728 LearningRate 0.0321 Epoch: 8 Global Step: 144740 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:29,500-Speed 3324.38 samples/sec Loss 2.0910 LearningRate 0.0321 Epoch: 8 Global Step: 144750 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:32,584-Speed 3320.80 samples/sec Loss 2.0596 LearningRate 0.0321 Epoch: 8 Global Step: 144760 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:35,660-Speed 3329.86 samples/sec Loss 2.0668 LearningRate 0.0321 Epoch: 8 Global Step: 144770 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:38,756-Speed 3308.68 samples/sec Loss 2.0888 LearningRate 0.0321 Epoch: 8 Global Step: 144780 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:41,841-Speed 3319.32 samples/sec Loss 2.1003 LearningRate 0.0321 Epoch: 8 Global Step: 144790 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:33:44,960-Speed 3283.48 samples/sec Loss 2.0241 LearningRate 0.0321 Epoch: 8 Global Step: 144800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:33:48,070-Speed 3293.87 samples/sec Loss 2.0549 LearningRate 0.0321 Epoch: 8 Global Step: 144810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:33:51,200-Speed 3272.62 samples/sec Loss 2.0158 LearningRate 0.0321 Epoch: 8 Global Step: 144820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:33:54,401-Speed 3199.48 samples/sec Loss 2.0247 LearningRate 0.0321 Epoch: 8 Global Step: 144830 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:33:57,535-Speed 3268.33 samples/sec Loss 2.0607 LearningRate 0.0320 Epoch: 8 Global Step: 144840 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:00,648-Speed 3290.82 samples/sec Loss 2.0925 LearningRate 0.0320 Epoch: 8 Global Step: 144850 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:03,725-Speed 3329.11 samples/sec Loss 2.0674 LearningRate 0.0320 Epoch: 8 Global Step: 144860 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:06,804-Speed 3325.80 samples/sec Loss 2.0893 LearningRate 0.0320 Epoch: 8 Global Step: 144870 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:09,911-Speed 3297.30 samples/sec Loss 2.0695 LearningRate 0.0320 Epoch: 8 Global Step: 144880 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:12,983-Speed 3333.92 samples/sec Loss 2.1136 LearningRate 0.0320 Epoch: 8 Global Step: 144890 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:16,057-Speed 3331.30 samples/sec Loss 2.0696 LearningRate 0.0320 Epoch: 8 Global Step: 144900 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:19,174-Speed 3286.98 samples/sec Loss 2.1125 LearningRate 0.0320 Epoch: 8 Global Step: 144910 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:22,318-Speed 3257.58 samples/sec Loss 2.0254 LearningRate 0.0320 Epoch: 8 Global Step: 144920 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:25,403-Speed 3320.09 samples/sec Loss 2.0113 LearningRate 0.0320 Epoch: 8 Global Step: 144930 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:28,499-Speed 3307.17 samples/sec Loss 2.0851 LearningRate 0.0320 Epoch: 8 Global Step: 144940 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:34:31,619-Speed 3283.76 samples/sec Loss 2.0581 LearningRate 0.0320 Epoch: 8 Global Step: 144950 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:34,716-Speed 3306.96 samples/sec Loss 2.0775 LearningRate 0.0320 Epoch: 8 Global Step: 144960 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:37,841-Speed 3277.90 samples/sec Loss 2.1039 LearningRate 0.0320 Epoch: 8 Global Step: 144970 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:40,929-Speed 3316.72 samples/sec Loss 2.0203 LearningRate 0.0320 Epoch: 8 Global Step: 144980 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:44,004-Speed 3331.49 samples/sec Loss 2.0345 LearningRate 0.0320 Epoch: 8 Global Step: 144990 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:47,093-Speed 3315.23 samples/sec Loss 1.9804 LearningRate 0.0320 Epoch: 8 Global Step: 145000 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:50,170-Speed 3328.75 samples/sec Loss 2.0278 LearningRate 0.0320 Epoch: 8 Global Step: 145010 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:53,298-Speed 3274.71 samples/sec Loss 2.0535 LearningRate 0.0320 Epoch: 8 Global Step: 145020 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:56,380-Speed 3322.80 samples/sec Loss 2.0595 LearningRate 0.0320 Epoch: 8 Global Step: 145030 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:34:59,453-Speed 3333.38 samples/sec Loss 2.0464 LearningRate 0.0320 Epoch: 8 Global Step: 145040 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:02,536-Speed 3322.05 samples/sec Loss 2.0745 LearningRate 0.0320 Epoch: 8 Global Step: 145050 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 14:35:05,614-Speed 3327.85 samples/sec Loss 2.0784 LearningRate 0.0320 Epoch: 8 Global Step: 145060 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:08,704-Speed 3320.48 samples/sec Loss 2.0613 LearningRate 0.0320 Epoch: 8 Global Step: 145070 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:11,787-Speed 3322.36 samples/sec Loss 2.0002 LearningRate 0.0320 Epoch: 8 Global Step: 145080 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:14,872-Speed 3320.14 samples/sec Loss 2.0280 LearningRate 0.0320 Epoch: 8 Global Step: 145090 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:17,958-Speed 3319.08 samples/sec Loss 2.1120 LearningRate 0.0320 Epoch: 8 Global Step: 145100 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:21,036-Speed 3327.22 samples/sec Loss 2.0977 LearningRate 0.0320 Epoch: 8 Global Step: 145110 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:24,121-Speed 3320.78 samples/sec Loss 2.1107 LearningRate 0.0320 Epoch: 8 Global Step: 145120 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:27,200-Speed 3326.51 samples/sec Loss 2.0994 LearningRate 0.0320 Epoch: 8 Global Step: 145130 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:30,278-Speed 3327.54 samples/sec Loss 2.0550 LearningRate 0.0319 Epoch: 8 Global Step: 145140 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:33,372-Speed 3309.42 samples/sec Loss 1.9937 LearningRate 0.0319 Epoch: 8 Global Step: 145150 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:36,465-Speed 3312.34 samples/sec Loss 2.0394 LearningRate 0.0319 Epoch: 8 Global Step: 145160 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:39,544-Speed 3326.21 samples/sec Loss 2.0070 LearningRate 0.0319 Epoch: 8 Global Step: 145170 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:42,626-Speed 3324.74 samples/sec Loss 2.0375 LearningRate 0.0319 Epoch: 8 Global Step: 145180 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:45,705-Speed 3326.80 samples/sec Loss 1.9951 LearningRate 0.0319 Epoch: 8 Global Step: 145190 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:48,789-Speed 3320.54 samples/sec Loss 2.0103 LearningRate 0.0319 Epoch: 8 Global Step: 145200 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:35:51,865-Speed 3329.28 samples/sec Loss 2.0240 LearningRate 0.0319 Epoch: 8 Global Step: 145210 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:54,944-Speed 3326.71 samples/sec Loss 2.0393 LearningRate 0.0319 Epoch: 8 Global Step: 145220 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:35:58,020-Speed 3329.94 samples/sec Loss 2.1001 LearningRate 0.0319 Epoch: 8 Global Step: 145230 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:01,099-Speed 3326.62 samples/sec Loss 2.1346 LearningRate 0.0319 Epoch: 8 Global Step: 145240 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:04,187-Speed 3317.04 samples/sec Loss 2.1145 LearningRate 0.0319 Epoch: 8 Global Step: 145250 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:07,253-Speed 3340.21 samples/sec Loss 2.0251 LearningRate 0.0319 Epoch: 8 Global Step: 145260 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:10,336-Speed 3322.78 samples/sec Loss 2.0586 LearningRate 0.0319 Epoch: 8 Global Step: 145270 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:13,419-Speed 3322.04 samples/sec Loss 2.0408 LearningRate 0.0319 Epoch: 8 Global Step: 145280 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:16,514-Speed 3309.35 samples/sec Loss 2.0151 LearningRate 0.0319 Epoch: 8 Global Step: 145290 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:19,590-Speed 3329.36 samples/sec Loss 2.0436 LearningRate 0.0319 Epoch: 8 Global Step: 145300 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:22,670-Speed 3325.93 samples/sec Loss 2.0330 LearningRate 0.0319 Epoch: 8 Global Step: 145310 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:25,745-Speed 3329.81 samples/sec Loss 2.0062 LearningRate 0.0319 Epoch: 8 Global Step: 145320 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:28,832-Speed 3318.76 samples/sec Loss 2.0927 LearningRate 0.0319 Epoch: 8 Global Step: 145330 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:31,911-Speed 3326.61 samples/sec Loss 2.0103 LearningRate 0.0319 Epoch: 8 Global Step: 145340 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:34,999-Speed 3316.24 samples/sec Loss 2.0231 LearningRate 0.0319 Epoch: 8 Global Step: 145350 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:36:38,126-Speed 3276.23 samples/sec Loss 2.0221 LearningRate 0.0319 Epoch: 8 Global Step: 145360 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:41,204-Speed 3327.66 samples/sec Loss 2.0252 LearningRate 0.0319 Epoch: 8 Global Step: 145370 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:44,282-Speed 3327.77 samples/sec Loss 2.0608 LearningRate 0.0319 Epoch: 8 Global Step: 145380 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:47,369-Speed 3317.80 samples/sec Loss 1.9725 LearningRate 0.0319 Epoch: 8 Global Step: 145390 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:50,453-Speed 3320.70 samples/sec Loss 2.0232 LearningRate 0.0319 Epoch: 8 Global Step: 145400 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:53,531-Speed 3327.56 samples/sec Loss 2.0661 LearningRate 0.0319 Epoch: 8 Global Step: 145410 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:56,605-Speed 3331.43 samples/sec Loss 2.0133 LearningRate 0.0319 Epoch: 8 Global Step: 145420 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:36:59,687-Speed 3324.29 samples/sec Loss 2.0430 LearningRate 0.0318 Epoch: 8 Global Step: 145430 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:02,773-Speed 3319.30 samples/sec Loss 2.0504 LearningRate 0.0318 Epoch: 8 Global Step: 145440 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:05,943-Speed 3230.41 samples/sec Loss 2.0285 LearningRate 0.0318 Epoch: 8 Global Step: 145450 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:09,060-Speed 3286.42 samples/sec Loss 2.0031 LearningRate 0.0318 Epoch: 8 Global Step: 145460 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:12,136-Speed 3329.53 samples/sec Loss 2.0560 LearningRate 0.0318 Epoch: 8 Global Step: 145470 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:15,215-Speed 3326.11 samples/sec Loss 2.0522 LearningRate 0.0318 Epoch: 8 Global Step: 145480 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:18,302-Speed 3318.78 samples/sec Loss 2.0037 LearningRate 0.0318 Epoch: 8 Global Step: 145490 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:21,401-Speed 3304.84 samples/sec Loss 2.0272 LearningRate 0.0318 Epoch: 8 Global Step: 145500 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:24,569-Speed 3232.60 samples/sec Loss 2.0872 LearningRate 0.0318 Epoch: 8 Global Step: 145510 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:27,652-Speed 3322.07 samples/sec Loss 2.0488 LearningRate 0.0318 Epoch: 8 Global Step: 145520 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:30,730-Speed 3327.76 samples/sec Loss 2.0939 LearningRate 0.0318 Epoch: 8 Global Step: 145530 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:33,873-Speed 3258.83 samples/sec Loss 2.0758 LearningRate 0.0318 Epoch: 8 Global Step: 145540 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:36,996-Speed 3279.64 samples/sec Loss 2.0564 LearningRate 0.0318 Epoch: 8 Global Step: 145550 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:40,077-Speed 3324.27 samples/sec Loss 2.0904 LearningRate 0.0318 Epoch: 8 Global Step: 145560 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:43,155-Speed 3328.01 samples/sec Loss 2.0513 LearningRate 0.0318 Epoch: 8 Global Step: 145570 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:46,233-Speed 3328.12 samples/sec Loss 2.0842 LearningRate 0.0318 Epoch: 8 Global Step: 145580 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:49,352-Speed 3283.62 samples/sec Loss 2.0364 LearningRate 0.0318 Epoch: 8 Global Step: 145590 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:52,454-Speed 3301.47 samples/sec Loss 2.0238 LearningRate 0.0318 Epoch: 8 Global Step: 145600 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:37:55,531-Speed 3328.84 samples/sec Loss 2.0236 LearningRate 0.0318 Epoch: 8 Global Step: 145610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:37:58,612-Speed 3324.38 samples/sec Loss 2.0971 LearningRate 0.0318 Epoch: 8 Global Step: 145620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:01,688-Speed 3330.75 samples/sec Loss 1.9879 LearningRate 0.0318 Epoch: 8 Global Step: 145630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:04,780-Speed 3311.65 samples/sec Loss 2.1141 LearningRate 0.0318 Epoch: 8 Global Step: 145640 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:07,857-Speed 3328.64 samples/sec Loss 2.0394 LearningRate 0.0318 Epoch: 8 Global Step: 145650 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:11,082-Speed 3176.57 samples/sec Loss 2.0569 LearningRate 0.0318 Epoch: 8 Global Step: 145660 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:14,249-Speed 3233.90 samples/sec Loss 2.0839 LearningRate 0.0318 Epoch: 8 Global Step: 145670 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:17,409-Speed 3240.92 samples/sec Loss 1.9879 LearningRate 0.0318 Epoch: 8 Global Step: 145680 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:20,518-Speed 3293.95 samples/sec Loss 2.0851 LearningRate 0.0318 Epoch: 8 Global Step: 145690 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:23,692-Speed 3227.27 samples/sec Loss 2.0930 LearningRate 0.0318 Epoch: 8 Global Step: 145700 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:26,795-Speed 3301.46 samples/sec Loss 2.0402 LearningRate 0.0318 Epoch: 8 Global Step: 145710 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:38:29,874-Speed 3325.83 samples/sec Loss 2.0001 LearningRate 0.0318 Epoch: 8 Global Step: 145720 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:38:32,955-Speed 3324.69 samples/sec Loss 2.0434 LearningRate 0.0317 Epoch: 8 Global Step: 145730 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:38:36,041-Speed 3318.55 samples/sec Loss 1.9986 LearningRate 0.0317 Epoch: 8 Global Step: 145740 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:38:39,119-Speed 3328.17 samples/sec Loss 2.0145 LearningRate 0.0317 Epoch: 8 Global Step: 145750 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:38:42,283-Speed 3237.40 samples/sec Loss 2.0300 LearningRate 0.0317 Epoch: 8 Global Step: 145760 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:38:45,429-Speed 3255.16 samples/sec Loss 2.0427 LearningRate 0.0317 Epoch: 8 Global Step: 145770 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:38:48,516-Speed 3318.39 samples/sec Loss 2.0017 LearningRate 0.0317 Epoch: 8 Global Step: 145780 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:38:51,590-Speed 3331.73 samples/sec Loss 2.0452 LearningRate 0.0317 Epoch: 8 Global Step: 145790 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:38:54,670-Speed 3325.78 samples/sec Loss 2.0090 LearningRate 0.0317 Epoch: 8 Global Step: 145800 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:38:57,746-Speed 3329.52 samples/sec Loss 2.0202 LearningRate 0.0317 Epoch: 8 Global Step: 145810 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:39:00,830-Speed 3321.27 samples/sec Loss 2.0549 LearningRate 0.0317 Epoch: 8 Global Step: 145820 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:39:03,919-Speed 3315.68 samples/sec Loss 2.1145 LearningRate 0.0317 Epoch: 8 Global Step: 145830 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:39:06,993-Speed 3331.60 samples/sec Loss 2.0241 LearningRate 0.0317 Epoch: 8 Global Step: 145840 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:39:10,075-Speed 3323.38 samples/sec Loss 2.0300 LearningRate 0.0317 Epoch: 8 Global Step: 145850 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:39:13,147-Speed 3334.46 samples/sec Loss 1.9783 LearningRate 0.0317 Epoch: 8 Global Step: 145860 Fp16 Grad Scale: 32768 Required: 20 hours Training: 2022-04-11 14:39:16,226-Speed 3327.01 samples/sec Loss 2.0797 LearningRate 0.0317 Epoch: 8 Global Step: 145870 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:19,302-Speed 3329.55 samples/sec Loss 2.0606 LearningRate 0.0317 Epoch: 8 Global Step: 145880 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:22,381-Speed 3326.52 samples/sec Loss 2.0772 LearningRate 0.0317 Epoch: 8 Global Step: 145890 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:25,458-Speed 3328.60 samples/sec Loss 2.1421 LearningRate 0.0317 Epoch: 8 Global Step: 145900 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:28,536-Speed 3327.23 samples/sec Loss 2.0282 LearningRate 0.0317 Epoch: 8 Global Step: 145910 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:31,611-Speed 3330.95 samples/sec Loss 2.0675 LearningRate 0.0317 Epoch: 8 Global Step: 145920 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:34,696-Speed 3320.33 samples/sec Loss 1.9941 LearningRate 0.0317 Epoch: 8 Global Step: 145930 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:37,773-Speed 3328.42 samples/sec Loss 2.0511 LearningRate 0.0317 Epoch: 8 Global Step: 145940 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:40,919-Speed 3255.34 samples/sec Loss 2.0651 LearningRate 0.0317 Epoch: 8 Global Step: 145950 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:44,100-Speed 3219.84 samples/sec Loss 2.0492 LearningRate 0.0317 Epoch: 8 Global Step: 145960 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:39:47,192-Speed 3313.75 samples/sec Loss 2.0808 LearningRate 0.0317 Epoch: 8 Global Step: 145970 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:39:50,270-Speed 3326.82 samples/sec Loss 2.0875 LearningRate 0.0317 Epoch: 8 Global Step: 145980 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:39:53,349-Speed 3326.56 samples/sec Loss 2.0712 LearningRate 0.0317 Epoch: 8 Global Step: 145990 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:39:56,435-Speed 3318.41 samples/sec Loss 2.0595 LearningRate 0.0317 Epoch: 8 Global Step: 146000 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:40:40,414-[lfw][146000]XNorm: 22.527641 Training: 2022-04-11 14:40:40,415-[lfw][146000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 14:40:40,415-[lfw][146000]Accuracy-Highest: 0.99817 Training: 2022-04-11 14:41:31,342-[cfp_fp][146000]XNorm: 21.715498 Training: 2022-04-11 14:41:31,342-[cfp_fp][146000]Accuracy-Flip: 0.98800+-0.00630 Training: 2022-04-11 14:41:31,343-[cfp_fp][146000]Accuracy-Highest: 0.98814 Training: 2022-04-11 14:42:15,170-[agedb_30][146000]XNorm: 22.704439 Training: 2022-04-11 14:42:15,170-[agedb_30][146000]Accuracy-Flip: 0.98183+-0.00717 Training: 2022-04-11 14:42:15,171-[agedb_30][146000]Accuracy-Highest: 0.98317 Training: 2022-04-11 14:42:18,272-Speed 72.20 samples/sec Loss 2.0869 LearningRate 0.0317 Epoch: 8 Global Step: 146010 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:42:21,337-Speed 3341.60 samples/sec Loss 2.1070 LearningRate 0.0316 Epoch: 8 Global Step: 146020 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:42:24,407-Speed 3336.04 samples/sec Loss 2.0444 LearningRate 0.0316 Epoch: 8 Global Step: 146030 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:27,506-Speed 3305.12 samples/sec Loss 2.1637 LearningRate 0.0316 Epoch: 8 Global Step: 146040 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:30,586-Speed 3324.87 samples/sec Loss 2.0476 LearningRate 0.0316 Epoch: 8 Global Step: 146050 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:33,657-Speed 3335.99 samples/sec Loss 2.0598 LearningRate 0.0316 Epoch: 8 Global Step: 146060 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:36,823-Speed 3234.93 samples/sec Loss 2.0078 LearningRate 0.0316 Epoch: 8 Global Step: 146070 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:39,947-Speed 3278.31 samples/sec Loss 2.0460 LearningRate 0.0316 Epoch: 8 Global Step: 146080 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:43,036-Speed 3315.21 samples/sec Loss 2.0214 LearningRate 0.0316 Epoch: 8 Global Step: 146090 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:46,110-Speed 3332.92 samples/sec Loss 2.0431 LearningRate 0.0316 Epoch: 8 Global Step: 146100 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:49,179-Speed 3336.77 samples/sec Loss 2.0785 LearningRate 0.0316 Epoch: 8 Global Step: 146110 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:52,251-Speed 3333.88 samples/sec Loss 2.0245 LearningRate 0.0316 Epoch: 8 Global Step: 146120 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:42:55,329-Speed 3327.67 samples/sec Loss 2.0494 LearningRate 0.0316 Epoch: 8 Global Step: 146130 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:42:58,435-Speed 3298.50 samples/sec Loss 2.0718 LearningRate 0.0316 Epoch: 8 Global Step: 146140 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:01,514-Speed 3325.56 samples/sec Loss 2.0498 LearningRate 0.0316 Epoch: 8 Global Step: 146150 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:04,631-Speed 3286.13 samples/sec Loss 2.0764 LearningRate 0.0316 Epoch: 8 Global Step: 146160 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:07,717-Speed 3318.82 samples/sec Loss 2.0202 LearningRate 0.0316 Epoch: 8 Global Step: 146170 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:10,810-Speed 3311.62 samples/sec Loss 2.0963 LearningRate 0.0316 Epoch: 8 Global Step: 146180 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:13,885-Speed 3331.20 samples/sec Loss 2.0757 LearningRate 0.0316 Epoch: 8 Global Step: 146190 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:16,974-Speed 3316.14 samples/sec Loss 2.0661 LearningRate 0.0316 Epoch: 8 Global Step: 146200 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:20,046-Speed 3333.61 samples/sec Loss 2.0445 LearningRate 0.0316 Epoch: 8 Global Step: 146210 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:23,120-Speed 3331.96 samples/sec Loss 2.0850 LearningRate 0.0316 Epoch: 8 Global Step: 146220 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:26,245-Speed 3277.83 samples/sec Loss 2.0283 LearningRate 0.0316 Epoch: 8 Global Step: 146230 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:29,316-Speed 3335.19 samples/sec Loss 1.9943 LearningRate 0.0316 Epoch: 8 Global Step: 146240 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:32,411-Speed 3309.05 samples/sec Loss 2.0338 LearningRate 0.0316 Epoch: 8 Global Step: 146250 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:35,490-Speed 3326.66 samples/sec Loss 2.0852 LearningRate 0.0316 Epoch: 8 Global Step: 146260 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:38,659-Speed 3231.63 samples/sec Loss 2.0664 LearningRate 0.0316 Epoch: 8 Global Step: 146270 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:41,922-Speed 3138.99 samples/sec Loss 2.1014 LearningRate 0.0316 Epoch: 8 Global Step: 146280 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:43:45,010-Speed 3317.30 samples/sec Loss 2.0438 LearningRate 0.0316 Epoch: 8 Global Step: 146290 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:48,081-Speed 3334.78 samples/sec Loss 2.1051 LearningRate 0.0316 Epoch: 8 Global Step: 146300 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:51,238-Speed 3244.44 samples/sec Loss 2.1128 LearningRate 0.0316 Epoch: 8 Global Step: 146310 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:54,329-Speed 3313.12 samples/sec Loss 2.0587 LearningRate 0.0315 Epoch: 8 Global Step: 146320 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:43:57,412-Speed 3322.16 samples/sec Loss 2.0413 LearningRate 0.0315 Epoch: 8 Global Step: 146330 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:44:00,499-Speed 3318.24 samples/sec Loss 2.0114 LearningRate 0.0315 Epoch: 8 Global Step: 146340 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:44:03,589-Speed 3315.18 samples/sec Loss 1.9652 LearningRate 0.0315 Epoch: 8 Global Step: 146350 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:06,668-Speed 3326.00 samples/sec Loss 2.0247 LearningRate 0.0315 Epoch: 8 Global Step: 146360 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:09,745-Speed 3328.63 samples/sec Loss 2.0934 LearningRate 0.0315 Epoch: 8 Global Step: 146370 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:12,832-Speed 3318.93 samples/sec Loss 1.9465 LearningRate 0.0315 Epoch: 8 Global Step: 146380 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:15,906-Speed 3331.72 samples/sec Loss 2.0334 LearningRate 0.0315 Epoch: 8 Global Step: 146390 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:18,981-Speed 3330.10 samples/sec Loss 2.0516 LearningRate 0.0315 Epoch: 8 Global Step: 146400 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:22,059-Speed 3327.77 samples/sec Loss 2.1341 LearningRate 0.0315 Epoch: 8 Global Step: 146410 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:25,284-Speed 3176.22 samples/sec Loss 2.0773 LearningRate 0.0315 Epoch: 8 Global Step: 146420 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:28,361-Speed 3329.04 samples/sec Loss 2.1208 LearningRate 0.0315 Epoch: 8 Global Step: 146430 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:31,437-Speed 3329.56 samples/sec Loss 2.0617 LearningRate 0.0315 Epoch: 8 Global Step: 146440 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:34,508-Speed 3334.76 samples/sec Loss 2.0353 LearningRate 0.0315 Epoch: 8 Global Step: 146450 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:44:37,579-Speed 3336.12 samples/sec Loss 2.0059 LearningRate 0.0315 Epoch: 8 Global Step: 146460 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:44:40,656-Speed 3328.76 samples/sec Loss 2.0019 LearningRate 0.0315 Epoch: 8 Global Step: 146470 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:44:43,725-Speed 3337.08 samples/sec Loss 2.0287 LearningRate 0.0315 Epoch: 8 Global Step: 146480 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:44:46,791-Speed 3340.80 samples/sec Loss 2.0315 LearningRate 0.0315 Epoch: 8 Global Step: 146490 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:49,916-Speed 3277.17 samples/sec Loss 2.0661 LearningRate 0.0315 Epoch: 8 Global Step: 146500 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:52,991-Speed 3330.71 samples/sec Loss 2.0585 LearningRate 0.0315 Epoch: 8 Global Step: 146510 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:56,069-Speed 3327.37 samples/sec Loss 2.0399 LearningRate 0.0315 Epoch: 8 Global Step: 146520 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:44:59,145-Speed 3329.59 samples/sec Loss 2.0446 LearningRate 0.0315 Epoch: 8 Global Step: 146530 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:02,214-Speed 3337.59 samples/sec Loss 2.0795 LearningRate 0.0315 Epoch: 8 Global Step: 146540 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:05,288-Speed 3332.15 samples/sec Loss 2.0552 LearningRate 0.0315 Epoch: 8 Global Step: 146550 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:08,374-Speed 3318.67 samples/sec Loss 2.0898 LearningRate 0.0315 Epoch: 8 Global Step: 146560 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:11,442-Speed 3338.53 samples/sec Loss 2.0739 LearningRate 0.0315 Epoch: 8 Global Step: 146570 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:14,533-Speed 3314.03 samples/sec Loss 2.0612 LearningRate 0.0315 Epoch: 8 Global Step: 146580 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:17,609-Speed 3330.11 samples/sec Loss 2.0598 LearningRate 0.0315 Epoch: 8 Global Step: 146590 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:45:20,678-Speed 3336.61 samples/sec Loss 2.0282 LearningRate 0.0315 Epoch: 8 Global Step: 146600 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:45:23,748-Speed 3337.00 samples/sec Loss 2.0560 LearningRate 0.0315 Epoch: 8 Global Step: 146610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:26,821-Speed 3332.67 samples/sec Loss 2.0125 LearningRate 0.0314 Epoch: 8 Global Step: 146620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:29,914-Speed 3312.33 samples/sec Loss 2.0505 LearningRate 0.0314 Epoch: 8 Global Step: 146630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:32,989-Speed 3330.78 samples/sec Loss 2.1428 LearningRate 0.0314 Epoch: 8 Global Step: 146640 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:36,091-Speed 3300.99 samples/sec Loss 2.1145 LearningRate 0.0314 Epoch: 8 Global Step: 146650 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:39,160-Speed 3337.82 samples/sec Loss 2.1012 LearningRate 0.0314 Epoch: 8 Global Step: 146660 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:42,234-Speed 3332.21 samples/sec Loss 2.0943 LearningRate 0.0314 Epoch: 8 Global Step: 146670 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:45,338-Speed 3299.44 samples/sec Loss 2.1330 LearningRate 0.0314 Epoch: 8 Global Step: 146680 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:48,422-Speed 3321.07 samples/sec Loss 2.0085 LearningRate 0.0314 Epoch: 8 Global Step: 146690 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:51,493-Speed 3334.75 samples/sec Loss 2.0430 LearningRate 0.0314 Epoch: 8 Global Step: 146700 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:45:54,574-Speed 3325.33 samples/sec Loss 2.1080 LearningRate 0.0314 Epoch: 8 Global Step: 146710 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:45:57,667-Speed 3310.78 samples/sec Loss 2.0759 LearningRate 0.0314 Epoch: 8 Global Step: 146720 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:00,737-Speed 3336.10 samples/sec Loss 2.0822 LearningRate 0.0314 Epoch: 8 Global Step: 146730 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:03,819-Speed 3323.27 samples/sec Loss 2.0354 LearningRate 0.0314 Epoch: 8 Global Step: 146740 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:06,900-Speed 3325.00 samples/sec Loss 2.0066 LearningRate 0.0314 Epoch: 8 Global Step: 146750 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:09,976-Speed 3328.92 samples/sec Loss 2.0068 LearningRate 0.0314 Epoch: 8 Global Step: 146760 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:13,072-Speed 3308.50 samples/sec Loss 2.0836 LearningRate 0.0314 Epoch: 8 Global Step: 146770 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:16,151-Speed 3326.93 samples/sec Loss 2.0514 LearningRate 0.0314 Epoch: 8 Global Step: 146780 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:19,326-Speed 3225.98 samples/sec Loss 2.0525 LearningRate 0.0314 Epoch: 8 Global Step: 146790 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:22,491-Speed 3235.90 samples/sec Loss 2.0021 LearningRate 0.0314 Epoch: 8 Global Step: 146800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:25,557-Speed 3341.01 samples/sec Loss 2.0062 LearningRate 0.0314 Epoch: 8 Global Step: 146810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:28,629-Speed 3333.99 samples/sec Loss 1.9810 LearningRate 0.0314 Epoch: 8 Global Step: 146820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:31,700-Speed 3335.38 samples/sec Loss 2.0968 LearningRate 0.0314 Epoch: 8 Global Step: 146830 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:34,772-Speed 3333.96 samples/sec Loss 2.0488 LearningRate 0.0314 Epoch: 8 Global Step: 146840 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:37,844-Speed 3334.01 samples/sec Loss 1.9980 LearningRate 0.0314 Epoch: 8 Global Step: 146850 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:46:40,909-Speed 3341.70 samples/sec Loss 1.9969 LearningRate 0.0314 Epoch: 8 Global Step: 146860 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:46:44,008-Speed 3305.09 samples/sec Loss 2.0261 LearningRate 0.0314 Epoch: 8 Global Step: 146870 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:46:47,083-Speed 3330.87 samples/sec Loss 2.0821 LearningRate 0.0314 Epoch: 8 Global Step: 146880 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:46:50,185-Speed 3301.21 samples/sec Loss 2.0348 LearningRate 0.0314 Epoch: 8 Global Step: 146890 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:46:53,319-Speed 3268.65 samples/sec Loss 2.0827 LearningRate 0.0314 Epoch: 8 Global Step: 146900 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:46:56,402-Speed 3322.25 samples/sec Loss 2.0881 LearningRate 0.0314 Epoch: 8 Global Step: 146910 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:46:59,475-Speed 3333.01 samples/sec Loss 2.0373 LearningRate 0.0313 Epoch: 8 Global Step: 146920 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:47:02,553-Speed 3327.17 samples/sec Loss 2.0568 LearningRate 0.0313 Epoch: 8 Global Step: 146930 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:47:05,622-Speed 3337.80 samples/sec Loss 2.1263 LearningRate 0.0313 Epoch: 8 Global Step: 146940 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:47:08,700-Speed 3326.79 samples/sec Loss 2.0154 LearningRate 0.0313 Epoch: 8 Global Step: 146950 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:47:11,788-Speed 3317.86 samples/sec Loss 2.0377 LearningRate 0.0313 Epoch: 8 Global Step: 146960 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:14,857-Speed 3337.48 samples/sec Loss 2.0607 LearningRate 0.0313 Epoch: 8 Global Step: 146970 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:17,932-Speed 3330.70 samples/sec Loss 2.0932 LearningRate 0.0313 Epoch: 8 Global Step: 146980 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:21,007-Speed 3330.58 samples/sec Loss 2.0747 LearningRate 0.0313 Epoch: 8 Global Step: 146990 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:24,088-Speed 3324.19 samples/sec Loss 2.0102 LearningRate 0.0313 Epoch: 8 Global Step: 147000 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:27,219-Speed 3270.91 samples/sec Loss 2.0437 LearningRate 0.0313 Epoch: 8 Global Step: 147010 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:30,293-Speed 3331.55 samples/sec Loss 2.0157 LearningRate 0.0313 Epoch: 8 Global Step: 147020 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:33,376-Speed 3322.23 samples/sec Loss 2.0207 LearningRate 0.0313 Epoch: 8 Global Step: 147030 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:36,473-Speed 3307.86 samples/sec Loss 2.0527 LearningRate 0.0313 Epoch: 8 Global Step: 147040 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:39,550-Speed 3328.57 samples/sec Loss 2.0451 LearningRate 0.0313 Epoch: 8 Global Step: 147050 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:42,627-Speed 3329.23 samples/sec Loss 2.0539 LearningRate 0.0313 Epoch: 8 Global Step: 147060 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:45,715-Speed 3316.85 samples/sec Loss 2.0826 LearningRate 0.0313 Epoch: 8 Global Step: 147070 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:48,819-Speed 3299.12 samples/sec Loss 1.9947 LearningRate 0.0313 Epoch: 8 Global Step: 147080 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:47:51,900-Speed 3325.25 samples/sec Loss 2.0666 LearningRate 0.0313 Epoch: 8 Global Step: 147090 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:47:54,977-Speed 3328.32 samples/sec Loss 2.0673 LearningRate 0.0313 Epoch: 8 Global Step: 147100 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:47:58,056-Speed 3326.35 samples/sec Loss 2.0351 LearningRate 0.0313 Epoch: 8 Global Step: 147110 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:01,140-Speed 3320.35 samples/sec Loss 2.0255 LearningRate 0.0313 Epoch: 8 Global Step: 147120 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:04,225-Speed 3320.66 samples/sec Loss 2.0734 LearningRate 0.0313 Epoch: 8 Global Step: 147130 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:07,315-Speed 3314.80 samples/sec Loss 2.0253 LearningRate 0.0313 Epoch: 8 Global Step: 147140 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:10,386-Speed 3335.17 samples/sec Loss 1.9968 LearningRate 0.0313 Epoch: 8 Global Step: 147150 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:13,509-Speed 3279.49 samples/sec Loss 2.0208 LearningRate 0.0313 Epoch: 8 Global Step: 147160 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:16,581-Speed 3334.78 samples/sec Loss 2.0506 LearningRate 0.0313 Epoch: 8 Global Step: 147170 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:19,657-Speed 3329.60 samples/sec Loss 2.0246 LearningRate 0.0313 Epoch: 8 Global Step: 147180 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:22,734-Speed 3328.64 samples/sec Loss 2.0884 LearningRate 0.0313 Epoch: 8 Global Step: 147190 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:48:25,813-Speed 3326.04 samples/sec Loss 2.0167 LearningRate 0.0313 Epoch: 8 Global Step: 147200 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:48:28,898-Speed 3320.24 samples/sec Loss 2.0387 LearningRate 0.0312 Epoch: 8 Global Step: 147210 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:48:31,986-Speed 3316.78 samples/sec Loss 2.0741 LearningRate 0.0312 Epoch: 8 Global Step: 147220 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:48:35,064-Speed 3328.40 samples/sec Loss 2.0754 LearningRate 0.0312 Epoch: 8 Global Step: 147230 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:48:38,151-Speed 3317.54 samples/sec Loss 2.0665 LearningRate 0.0312 Epoch: 8 Global Step: 147240 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:48:41,241-Speed 3314.27 samples/sec Loss 2.1209 LearningRate 0.0312 Epoch: 8 Global Step: 147250 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:48:44,311-Speed 3336.32 samples/sec Loss 2.0476 LearningRate 0.0312 Epoch: 8 Global Step: 147260 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:47,388-Speed 3329.17 samples/sec Loss 2.1212 LearningRate 0.0312 Epoch: 8 Global Step: 147270 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:50,463-Speed 3330.61 samples/sec Loss 2.0786 LearningRate 0.0312 Epoch: 8 Global Step: 147280 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:53,549-Speed 3318.54 samples/sec Loss 2.0627 LearningRate 0.0312 Epoch: 8 Global Step: 147290 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:56,626-Speed 3329.05 samples/sec Loss 2.0542 LearningRate 0.0312 Epoch: 8 Global Step: 147300 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:48:59,731-Speed 3299.04 samples/sec Loss 1.9436 LearningRate 0.0312 Epoch: 8 Global Step: 147310 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:02,815-Speed 3320.79 samples/sec Loss 2.1083 LearningRate 0.0312 Epoch: 8 Global Step: 147320 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:05,897-Speed 3323.86 samples/sec Loss 2.0356 LearningRate 0.0312 Epoch: 8 Global Step: 147330 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:08,973-Speed 3329.29 samples/sec Loss 2.0538 LearningRate 0.0312 Epoch: 8 Global Step: 147340 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:12,053-Speed 3325.40 samples/sec Loss 2.0022 LearningRate 0.0312 Epoch: 8 Global Step: 147350 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:15,148-Speed 3309.43 samples/sec Loss 2.0171 LearningRate 0.0312 Epoch: 8 Global Step: 147360 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:18,253-Speed 3298.34 samples/sec Loss 2.0396 LearningRate 0.0312 Epoch: 8 Global Step: 147370 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:21,345-Speed 3312.41 samples/sec Loss 2.0729 LearningRate 0.0312 Epoch: 8 Global Step: 147380 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:24,433-Speed 3316.86 samples/sec Loss 2.1010 LearningRate 0.0312 Epoch: 8 Global Step: 147390 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:27,514-Speed 3325.21 samples/sec Loss 2.0026 LearningRate 0.0312 Epoch: 8 Global Step: 147400 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:30,586-Speed 3333.57 samples/sec Loss 2.0542 LearningRate 0.0312 Epoch: 8 Global Step: 147410 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:33,659-Speed 3333.64 samples/sec Loss 2.0545 LearningRate 0.0312 Epoch: 8 Global Step: 147420 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:36,736-Speed 3328.69 samples/sec Loss 2.0749 LearningRate 0.0312 Epoch: 8 Global Step: 147430 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:39,827-Speed 3313.89 samples/sec Loss 2.0414 LearningRate 0.0312 Epoch: 8 Global Step: 147440 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:42,905-Speed 3326.58 samples/sec Loss 2.0880 LearningRate 0.0312 Epoch: 8 Global Step: 147450 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:45,971-Speed 3340.91 samples/sec Loss 2.0573 LearningRate 0.0312 Epoch: 8 Global Step: 147460 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:49:49,035-Speed 3342.32 samples/sec Loss 2.0214 LearningRate 0.0312 Epoch: 8 Global Step: 147470 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:52,121-Speed 3318.94 samples/sec Loss 2.0199 LearningRate 0.0312 Epoch: 8 Global Step: 147480 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:55,224-Speed 3301.90 samples/sec Loss 2.0519 LearningRate 0.0312 Epoch: 8 Global Step: 147490 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:49:58,364-Speed 3261.07 samples/sec Loss 2.0388 LearningRate 0.0312 Epoch: 8 Global Step: 147500 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:01,451-Speed 3317.73 samples/sec Loss 1.9403 LearningRate 0.0311 Epoch: 8 Global Step: 147510 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:04,539-Speed 3317.63 samples/sec Loss 2.0569 LearningRate 0.0311 Epoch: 8 Global Step: 147520 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:07,649-Speed 3293.32 samples/sec Loss 1.9911 LearningRate 0.0311 Epoch: 8 Global Step: 147530 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:10,727-Speed 3327.51 samples/sec Loss 2.0801 LearningRate 0.0311 Epoch: 8 Global Step: 147540 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:13,809-Speed 3322.52 samples/sec Loss 2.0463 LearningRate 0.0311 Epoch: 8 Global Step: 147550 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:16,900-Speed 3314.20 samples/sec Loss 2.0845 LearningRate 0.0311 Epoch: 8 Global Step: 147560 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:19,980-Speed 3325.10 samples/sec Loss 2.0370 LearningRate 0.0311 Epoch: 8 Global Step: 147570 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:50:23,089-Speed 3294.45 samples/sec Loss 2.1298 LearningRate 0.0311 Epoch: 8 Global Step: 147580 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:26,165-Speed 3330.49 samples/sec Loss 2.0335 LearningRate 0.0311 Epoch: 8 Global Step: 147590 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:29,247-Speed 3323.12 samples/sec Loss 2.0904 LearningRate 0.0311 Epoch: 8 Global Step: 147600 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:32,332-Speed 3319.39 samples/sec Loss 2.1127 LearningRate 0.0311 Epoch: 8 Global Step: 147610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:35,410-Speed 3327.63 samples/sec Loss 2.0284 LearningRate 0.0311 Epoch: 8 Global Step: 147620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:38,498-Speed 3317.53 samples/sec Loss 2.0194 LearningRate 0.0311 Epoch: 8 Global Step: 147630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:41,582-Speed 3320.54 samples/sec Loss 2.0472 LearningRate 0.0311 Epoch: 8 Global Step: 147640 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:44,667-Speed 3319.67 samples/sec Loss 2.0686 LearningRate 0.0311 Epoch: 8 Global Step: 147650 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:47,763-Speed 3308.79 samples/sec Loss 2.0092 LearningRate 0.0311 Epoch: 8 Global Step: 147660 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:50,842-Speed 3326.75 samples/sec Loss 2.0083 LearningRate 0.0311 Epoch: 8 Global Step: 147670 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:53,913-Speed 3335.47 samples/sec Loss 2.0516 LearningRate 0.0311 Epoch: 8 Global Step: 147680 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:50:56,993-Speed 3324.95 samples/sec Loss 2.0802 LearningRate 0.0311 Epoch: 8 Global Step: 147690 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:00,098-Speed 3298.95 samples/sec Loss 2.0461 LearningRate 0.0311 Epoch: 8 Global Step: 147700 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:03,198-Speed 3303.61 samples/sec Loss 1.9729 LearningRate 0.0311 Epoch: 8 Global Step: 147710 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:06,281-Speed 3322.69 samples/sec Loss 2.0129 LearningRate 0.0311 Epoch: 8 Global Step: 147720 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:09,360-Speed 3326.77 samples/sec Loss 2.0150 LearningRate 0.0311 Epoch: 8 Global Step: 147730 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:12,448-Speed 3316.09 samples/sec Loss 2.0085 LearningRate 0.0311 Epoch: 8 Global Step: 147740 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:15,543-Speed 3309.69 samples/sec Loss 2.0627 LearningRate 0.0311 Epoch: 8 Global Step: 147750 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:18,631-Speed 3317.09 samples/sec Loss 2.0306 LearningRate 0.0311 Epoch: 8 Global Step: 147760 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:21,792-Speed 3239.82 samples/sec Loss 2.0366 LearningRate 0.0311 Epoch: 8 Global Step: 147770 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:51:24,872-Speed 3325.65 samples/sec Loss 2.0431 LearningRate 0.0311 Epoch: 8 Global Step: 147780 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:27,961-Speed 3315.89 samples/sec Loss 2.0739 LearningRate 0.0311 Epoch: 8 Global Step: 147790 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:31,039-Speed 3327.29 samples/sec Loss 2.0286 LearningRate 0.0311 Epoch: 8 Global Step: 147800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:34,119-Speed 3325.88 samples/sec Loss 2.0367 LearningRate 0.0310 Epoch: 8 Global Step: 147810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:37,203-Speed 3321.30 samples/sec Loss 2.0113 LearningRate 0.0310 Epoch: 8 Global Step: 147820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:40,282-Speed 3326.55 samples/sec Loss 2.0467 LearningRate 0.0310 Epoch: 8 Global Step: 147830 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:43,363-Speed 3323.70 samples/sec Loss 2.0217 LearningRate 0.0310 Epoch: 8 Global Step: 147840 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:46,439-Speed 3330.26 samples/sec Loss 2.0367 LearningRate 0.0310 Epoch: 8 Global Step: 147850 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:49,525-Speed 3319.99 samples/sec Loss 2.0869 LearningRate 0.0310 Epoch: 8 Global Step: 147860 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:52,621-Speed 3307.69 samples/sec Loss 2.0162 LearningRate 0.0310 Epoch: 8 Global Step: 147870 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:55,684-Speed 3343.95 samples/sec Loss 2.0466 LearningRate 0.0310 Epoch: 8 Global Step: 147880 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:51:58,760-Speed 3329.09 samples/sec Loss 1.9899 LearningRate 0.0310 Epoch: 8 Global Step: 147890 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:52:01,849-Speed 3316.02 samples/sec Loss 2.0554 LearningRate 0.0310 Epoch: 8 Global Step: 147900 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:52:04,928-Speed 3326.44 samples/sec Loss 2.0326 LearningRate 0.0310 Epoch: 8 Global Step: 147910 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:52:08,018-Speed 3314.96 samples/sec Loss 2.0810 LearningRate 0.0310 Epoch: 8 Global Step: 147920 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:52:11,101-Speed 3322.25 samples/sec Loss 2.0592 LearningRate 0.0310 Epoch: 8 Global Step: 147930 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:52:14,183-Speed 3322.84 samples/sec Loss 1.9841 LearningRate 0.0310 Epoch: 8 Global Step: 147940 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:52:17,287-Speed 3300.16 samples/sec Loss 2.0366 LearningRate 0.0310 Epoch: 8 Global Step: 147950 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:52:20,361-Speed 3332.54 samples/sec Loss 2.0153 LearningRate 0.0310 Epoch: 8 Global Step: 147960 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:52:23,448-Speed 3317.63 samples/sec Loss 2.0127 LearningRate 0.0310 Epoch: 8 Global Step: 147970 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:52:26,524-Speed 3329.28 samples/sec Loss 1.9916 LearningRate 0.0310 Epoch: 8 Global Step: 147980 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:52:29,657-Speed 3269.55 samples/sec Loss 2.0120 LearningRate 0.0310 Epoch: 8 Global Step: 147990 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:52:32,846-Speed 3211.67 samples/sec Loss 2.0431 LearningRate 0.0310 Epoch: 8 Global Step: 148000 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:53:17,249-[lfw][148000]XNorm: 21.490949 Training: 2022-04-11 14:53:17,250-[lfw][148000]Accuracy-Flip: 0.99800+-0.00287 Training: 2022-04-11 14:53:17,250-[lfw][148000]Accuracy-Highest: 0.99817 Training: 2022-04-11 14:54:08,579-[cfp_fp][148000]XNorm: 20.830298 Training: 2022-04-11 14:54:08,579-[cfp_fp][148000]Accuracy-Flip: 0.98814+-0.00495 Training: 2022-04-11 14:54:08,580-[cfp_fp][148000]Accuracy-Highest: 0.98814 Training: 2022-04-11 14:54:52,731-[agedb_30][148000]XNorm: 21.667683 Training: 2022-04-11 14:54:52,731-[agedb_30][148000]Accuracy-Flip: 0.98283+-0.00679 Training: 2022-04-11 14:54:52,732-[agedb_30][148000]Accuracy-Highest: 0.98317 Training: 2022-04-11 14:54:55,819-Speed 71.62 samples/sec Loss 1.9786 LearningRate 0.0310 Epoch: 8 Global Step: 148010 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:54:58,880-Speed 3346.40 samples/sec Loss 2.0399 LearningRate 0.0310 Epoch: 8 Global Step: 148020 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:01,958-Speed 3328.08 samples/sec Loss 2.0168 LearningRate 0.0310 Epoch: 8 Global Step: 148030 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:05,023-Speed 3341.08 samples/sec Loss 2.0809 LearningRate 0.0310 Epoch: 8 Global Step: 148040 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:08,108-Speed 3319.97 samples/sec Loss 2.0251 LearningRate 0.0310 Epoch: 8 Global Step: 148050 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:11,178-Speed 3336.61 samples/sec Loss 2.0496 LearningRate 0.0310 Epoch: 8 Global Step: 148060 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:55:14,248-Speed 3336.48 samples/sec Loss 1.9841 LearningRate 0.0310 Epoch: 8 Global Step: 148070 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:55:17,317-Speed 3336.93 samples/sec Loss 2.0156 LearningRate 0.0310 Epoch: 8 Global Step: 148080 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:55:20,395-Speed 3327.38 samples/sec Loss 2.0567 LearningRate 0.0310 Epoch: 8 Global Step: 148090 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:55:23,467-Speed 3334.84 samples/sec Loss 2.1223 LearningRate 0.0310 Epoch: 8 Global Step: 148100 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:55:26,539-Speed 3333.67 samples/sec Loss 2.0144 LearningRate 0.0309 Epoch: 8 Global Step: 148110 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:55:29,609-Speed 3336.63 samples/sec Loss 1.9296 LearningRate 0.0309 Epoch: 8 Global Step: 148120 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:32,696-Speed 3317.48 samples/sec Loss 2.0890 LearningRate 0.0309 Epoch: 8 Global Step: 148130 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:35,770-Speed 3332.13 samples/sec Loss 2.0438 LearningRate 0.0309 Epoch: 8 Global Step: 148140 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:38,852-Speed 3324.10 samples/sec Loss 2.0225 LearningRate 0.0309 Epoch: 8 Global Step: 148150 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:41,940-Speed 3316.38 samples/sec Loss 2.0045 LearningRate 0.0309 Epoch: 8 Global Step: 148160 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:45,027-Speed 3317.67 samples/sec Loss 2.0634 LearningRate 0.0309 Epoch: 8 Global Step: 148170 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:48,127-Speed 3304.21 samples/sec Loss 2.0341 LearningRate 0.0309 Epoch: 8 Global Step: 148180 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:51,224-Speed 3306.99 samples/sec Loss 2.0715 LearningRate 0.0309 Epoch: 8 Global Step: 148190 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:54,296-Speed 3334.66 samples/sec Loss 2.0701 LearningRate 0.0309 Epoch: 8 Global Step: 148200 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:55:57,385-Speed 3315.65 samples/sec Loss 1.9885 LearningRate 0.0309 Epoch: 8 Global Step: 148210 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:00,457-Speed 3334.18 samples/sec Loss 2.0790 LearningRate 0.0309 Epoch: 8 Global Step: 148220 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:03,536-Speed 3325.83 samples/sec Loss 1.9908 LearningRate 0.0309 Epoch: 8 Global Step: 148230 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:06,607-Speed 3336.42 samples/sec Loss 2.0684 LearningRate 0.0309 Epoch: 8 Global Step: 148240 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:09,679-Speed 3333.02 samples/sec Loss 2.0605 LearningRate 0.0309 Epoch: 8 Global Step: 148250 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:12,749-Speed 3336.61 samples/sec Loss 2.0273 LearningRate 0.0309 Epoch: 8 Global Step: 148260 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:15,820-Speed 3335.47 samples/sec Loss 2.0865 LearningRate 0.0309 Epoch: 8 Global Step: 148270 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:18,915-Speed 3308.70 samples/sec Loss 1.9915 LearningRate 0.0309 Epoch: 8 Global Step: 148280 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:21,987-Speed 3334.18 samples/sec Loss 2.0772 LearningRate 0.0309 Epoch: 8 Global Step: 148290 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:25,058-Speed 3335.80 samples/sec Loss 1.9888 LearningRate 0.0309 Epoch: 8 Global Step: 148300 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:28,148-Speed 3314.38 samples/sec Loss 2.0520 LearningRate 0.0309 Epoch: 8 Global Step: 148310 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:56:31,276-Speed 3274.67 samples/sec Loss 2.0135 LearningRate 0.0309 Epoch: 8 Global Step: 148320 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 14:56:34,333-Speed 3349.91 samples/sec Loss 2.0789 LearningRate 0.0309 Epoch: 8 Global Step: 148330 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:37,436-Speed 3301.85 samples/sec Loss 2.0255 LearningRate 0.0309 Epoch: 8 Global Step: 148340 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:40,541-Speed 3298.53 samples/sec Loss 2.0430 LearningRate 0.0309 Epoch: 8 Global Step: 148350 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:43,636-Speed 3308.57 samples/sec Loss 2.0637 LearningRate 0.0309 Epoch: 8 Global Step: 148360 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:46,751-Speed 3288.42 samples/sec Loss 1.9999 LearningRate 0.0309 Epoch: 8 Global Step: 148370 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:49,870-Speed 3284.07 samples/sec Loss 2.0780 LearningRate 0.0309 Epoch: 8 Global Step: 148380 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:53,033-Speed 3237.77 samples/sec Loss 2.1053 LearningRate 0.0309 Epoch: 8 Global Step: 148390 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:56,138-Speed 3299.04 samples/sec Loss 1.9978 LearningRate 0.0309 Epoch: 8 Global Step: 148400 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:56:59,209-Speed 3335.36 samples/sec Loss 1.9895 LearningRate 0.0308 Epoch: 8 Global Step: 148410 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:02,316-Speed 3296.42 samples/sec Loss 2.0144 LearningRate 0.0308 Epoch: 8 Global Step: 148420 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:05,403-Speed 3318.50 samples/sec Loss 2.0571 LearningRate 0.0308 Epoch: 8 Global Step: 148430 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:08,473-Speed 3335.57 samples/sec Loss 2.0460 LearningRate 0.0308 Epoch: 8 Global Step: 148440 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:11,580-Speed 3297.10 samples/sec Loss 2.0391 LearningRate 0.0308 Epoch: 8 Global Step: 148450 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:14,655-Speed 3330.91 samples/sec Loss 2.0159 LearningRate 0.0308 Epoch: 8 Global Step: 148460 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:17,733-Speed 3326.85 samples/sec Loss 2.0925 LearningRate 0.0308 Epoch: 8 Global Step: 148470 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:20,836-Speed 3300.82 samples/sec Loss 2.0257 LearningRate 0.0308 Epoch: 8 Global Step: 148480 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:23,932-Speed 3308.47 samples/sec Loss 2.0830 LearningRate 0.0308 Epoch: 8 Global Step: 148490 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:27,016-Speed 3321.21 samples/sec Loss 2.0259 LearningRate 0.0308 Epoch: 8 Global Step: 148500 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:30,095-Speed 3326.70 samples/sec Loss 2.0053 LearningRate 0.0308 Epoch: 8 Global Step: 148510 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:33,176-Speed 3324.47 samples/sec Loss 2.0814 LearningRate 0.0308 Epoch: 8 Global Step: 148520 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:36,252-Speed 3330.31 samples/sec Loss 2.0345 LearningRate 0.0308 Epoch: 8 Global Step: 148530 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:57:39,332-Speed 3324.74 samples/sec Loss 2.1077 LearningRate 0.0308 Epoch: 8 Global Step: 148540 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:42,409-Speed 3328.26 samples/sec Loss 2.0205 LearningRate 0.0308 Epoch: 8 Global Step: 148550 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:45,484-Speed 3330.79 samples/sec Loss 2.0377 LearningRate 0.0308 Epoch: 8 Global Step: 148560 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:48,557-Speed 3333.05 samples/sec Loss 1.9562 LearningRate 0.0308 Epoch: 8 Global Step: 148570 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:51,739-Speed 3218.76 samples/sec Loss 2.1073 LearningRate 0.0308 Epoch: 8 Global Step: 148580 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:54,986-Speed 3154.56 samples/sec Loss 2.1033 LearningRate 0.0308 Epoch: 8 Global Step: 148590 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:57:58,099-Speed 3290.60 samples/sec Loss 2.0062 LearningRate 0.0308 Epoch: 8 Global Step: 148600 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:58:01,183-Speed 3321.95 samples/sec Loss 2.0295 LearningRate 0.0308 Epoch: 8 Global Step: 148610 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:58:04,288-Speed 3297.83 samples/sec Loss 2.0523 LearningRate 0.0308 Epoch: 8 Global Step: 148620 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:58:07,363-Speed 3330.94 samples/sec Loss 2.0169 LearningRate 0.0308 Epoch: 8 Global Step: 148630 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:58:10,450-Speed 3318.38 samples/sec Loss 2.1267 LearningRate 0.0308 Epoch: 8 Global Step: 148640 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:13,544-Speed 3309.66 samples/sec Loss 1.9838 LearningRate 0.0308 Epoch: 8 Global Step: 148650 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:16,616-Speed 3334.27 samples/sec Loss 2.0743 LearningRate 0.0308 Epoch: 8 Global Step: 148660 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:19,726-Speed 3293.35 samples/sec Loss 2.0886 LearningRate 0.0308 Epoch: 8 Global Step: 148670 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:22,809-Speed 3323.08 samples/sec Loss 2.0756 LearningRate 0.0308 Epoch: 8 Global Step: 148680 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:25,879-Speed 3336.07 samples/sec Loss 1.9950 LearningRate 0.0308 Epoch: 8 Global Step: 148690 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:28,949-Speed 3336.63 samples/sec Loss 2.0043 LearningRate 0.0308 Epoch: 8 Global Step: 148700 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:32,022-Speed 3332.40 samples/sec Loss 2.0760 LearningRate 0.0307 Epoch: 8 Global Step: 148710 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:35,106-Speed 3320.86 samples/sec Loss 1.9368 LearningRate 0.0307 Epoch: 8 Global Step: 148720 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:38,190-Speed 3321.19 samples/sec Loss 1.9785 LearningRate 0.0307 Epoch: 8 Global Step: 148730 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:41,252-Speed 3345.43 samples/sec Loss 1.9716 LearningRate 0.0307 Epoch: 8 Global Step: 148740 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:44,366-Speed 3288.60 samples/sec Loss 2.0294 LearningRate 0.0307 Epoch: 8 Global Step: 148750 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:47,444-Speed 3328.74 samples/sec Loss 2.0391 LearningRate 0.0307 Epoch: 8 Global Step: 148760 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:50,520-Speed 3329.92 samples/sec Loss 1.9906 LearningRate 0.0307 Epoch: 8 Global Step: 148770 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:53,604-Speed 3320.56 samples/sec Loss 2.0282 LearningRate 0.0307 Epoch: 8 Global Step: 148780 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:56,681-Speed 3329.40 samples/sec Loss 2.0277 LearningRate 0.0307 Epoch: 8 Global Step: 148790 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:58:59,780-Speed 3305.10 samples/sec Loss 2.0219 LearningRate 0.0307 Epoch: 8 Global Step: 148800 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:02,872-Speed 3312.05 samples/sec Loss 2.0091 LearningRate 0.0307 Epoch: 8 Global Step: 148810 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:05,973-Speed 3303.43 samples/sec Loss 2.0429 LearningRate 0.0307 Epoch: 8 Global Step: 148820 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:09,070-Speed 3306.69 samples/sec Loss 2.0715 LearningRate 0.0307 Epoch: 8 Global Step: 148830 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:12,129-Speed 3347.95 samples/sec Loss 2.0379 LearningRate 0.0307 Epoch: 8 Global Step: 148840 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:15,210-Speed 3324.71 samples/sec Loss 2.1013 LearningRate 0.0307 Epoch: 8 Global Step: 148850 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:18,286-Speed 3329.80 samples/sec Loss 2.0169 LearningRate 0.0307 Epoch: 8 Global Step: 148860 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:21,360-Speed 3332.50 samples/sec Loss 1.9948 LearningRate 0.0307 Epoch: 8 Global Step: 148870 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:24,509-Speed 3252.16 samples/sec Loss 2.0076 LearningRate 0.0307 Epoch: 8 Global Step: 148880 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:27,736-Speed 3174.01 samples/sec Loss 2.0141 LearningRate 0.0307 Epoch: 8 Global Step: 148890 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:30,815-Speed 3326.89 samples/sec Loss 2.0299 LearningRate 0.0307 Epoch: 8 Global Step: 148900 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 14:59:33,910-Speed 3308.58 samples/sec Loss 1.9946 LearningRate 0.0307 Epoch: 8 Global Step: 148910 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:36,982-Speed 3334.42 samples/sec Loss 2.0301 LearningRate 0.0307 Epoch: 8 Global Step: 148920 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:40,066-Speed 3321.77 samples/sec Loss 2.0185 LearningRate 0.0307 Epoch: 8 Global Step: 148930 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:43,142-Speed 3330.07 samples/sec Loss 2.0027 LearningRate 0.0307 Epoch: 8 Global Step: 148940 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:46,276-Speed 3268.34 samples/sec Loss 1.9951 LearningRate 0.0307 Epoch: 8 Global Step: 148950 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:49,359-Speed 3322.34 samples/sec Loss 1.9583 LearningRate 0.0307 Epoch: 8 Global Step: 148960 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:52,433-Speed 3331.85 samples/sec Loss 2.0325 LearningRate 0.0307 Epoch: 8 Global Step: 148970 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:55,512-Speed 3326.42 samples/sec Loss 2.0392 LearningRate 0.0307 Epoch: 8 Global Step: 148980 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 14:59:58,600-Speed 3316.81 samples/sec Loss 2.0359 LearningRate 0.0307 Epoch: 8 Global Step: 148990 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:00:01,697-Speed 3307.17 samples/sec Loss 1.9940 LearningRate 0.0307 Epoch: 8 Global Step: 149000 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:00:04,773-Speed 3328.90 samples/sec Loss 2.0414 LearningRate 0.0306 Epoch: 8 Global Step: 149010 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:07,853-Speed 3326.33 samples/sec Loss 1.9355 LearningRate 0.0306 Epoch: 8 Global Step: 149020 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:10,933-Speed 3325.13 samples/sec Loss 2.0255 LearningRate 0.0306 Epoch: 8 Global Step: 149030 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:14,021-Speed 3316.72 samples/sec Loss 2.0423 LearningRate 0.0306 Epoch: 8 Global Step: 149040 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:17,122-Speed 3303.39 samples/sec Loss 2.0686 LearningRate 0.0306 Epoch: 8 Global Step: 149050 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:20,193-Speed 3335.19 samples/sec Loss 2.0066 LearningRate 0.0306 Epoch: 8 Global Step: 149060 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:23,269-Speed 3329.66 samples/sec Loss 2.0286 LearningRate 0.0306 Epoch: 8 Global Step: 149070 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:26,347-Speed 3327.87 samples/sec Loss 2.0139 LearningRate 0.0306 Epoch: 8 Global Step: 149080 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:29,429-Speed 3323.65 samples/sec Loss 1.9894 LearningRate 0.0306 Epoch: 8 Global Step: 149090 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:32,505-Speed 3329.07 samples/sec Loss 2.0639 LearningRate 0.0306 Epoch: 8 Global Step: 149100 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:35,672-Speed 3234.19 samples/sec Loss 2.0810 LearningRate 0.0306 Epoch: 8 Global Step: 149110 Fp16 Grad Scale: 262144 Required: 20 hours Training: 2022-04-11 15:00:38,746-Speed 3332.34 samples/sec Loss 2.0411 LearningRate 0.0306 Epoch: 8 Global Step: 149120 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:00:41,895-Speed 3252.86 samples/sec Loss 2.0499 LearningRate 0.0306 Epoch: 8 Global Step: 149130 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:00:45,031-Speed 3265.72 samples/sec Loss 2.0499 LearningRate 0.0306 Epoch: 8 Global Step: 149140 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:00:48,116-Speed 3325.09 samples/sec Loss 2.0150 LearningRate 0.0306 Epoch: 8 Global Step: 149150 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:00:51,292-Speed 3224.99 samples/sec Loss 2.0323 LearningRate 0.0306 Epoch: 8 Global Step: 149160 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:00:54,383-Speed 3312.72 samples/sec Loss 2.0179 LearningRate 0.0306 Epoch: 8 Global Step: 149170 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:00:57,470-Speed 3318.24 samples/sec Loss 2.0204 LearningRate 0.0306 Epoch: 8 Global Step: 149180 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:01:00,564-Speed 3310.57 samples/sec Loss 1.9679 LearningRate 0.0306 Epoch: 8 Global Step: 149190 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:01:03,642-Speed 3327.90 samples/sec Loss 2.0019 LearningRate 0.0306 Epoch: 8 Global Step: 149200 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:01:06,745-Speed 3300.44 samples/sec Loss 2.0507 LearningRate 0.0306 Epoch: 8 Global Step: 149210 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:01:09,820-Speed 3331.16 samples/sec Loss 2.0451 LearningRate 0.0306 Epoch: 8 Global Step: 149220 Fp16 Grad Scale: 65536 Required: 20 hours Training: 2022-04-11 15:01:12,917-Speed 3306.81 samples/sec Loss 2.0684 LearningRate 0.0306 Epoch: 8 Global Step: 149230 Fp16 Grad Scale: 131072 Required: 20 hours Training: 2022-04-11 15:01:16,099-Speed 3219.67 samples/sec Loss 2.0413 LearningRate 0.0306 Epoch: 8 Global Step: 149240 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:01:19,258-Speed 3241.46 samples/sec Loss 1.9586 LearningRate 0.0306 Epoch: 8 Global Step: 149250 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:01:22,338-Speed 3325.25 samples/sec Loss 1.9697 LearningRate 0.0306 Epoch: 8 Global Step: 149260 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:01:25,413-Speed 3330.68 samples/sec Loss 2.0080 LearningRate 0.0306 Epoch: 8 Global Step: 149270 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:01:28,489-Speed 3330.99 samples/sec Loss 2.0365 LearningRate 0.0306 Epoch: 8 Global Step: 149280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:01:31,562-Speed 3333.10 samples/sec Loss 2.0319 LearningRate 0.0306 Epoch: 8 Global Step: 149290 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:01:34,625-Speed 3343.44 samples/sec Loss 2.0867 LearningRate 0.0306 Epoch: 8 Global Step: 149300 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:37,696-Speed 3335.45 samples/sec Loss 2.0769 LearningRate 0.0306 Epoch: 8 Global Step: 149310 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:40,784-Speed 3316.93 samples/sec Loss 2.0183 LearningRate 0.0305 Epoch: 8 Global Step: 149320 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:43,871-Speed 3317.31 samples/sec Loss 1.9777 LearningRate 0.0305 Epoch: 8 Global Step: 149330 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:46,953-Speed 3323.82 samples/sec Loss 2.1151 LearningRate 0.0305 Epoch: 8 Global Step: 149340 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:50,034-Speed 3324.35 samples/sec Loss 2.0511 LearningRate 0.0305 Epoch: 8 Global Step: 149350 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:53,113-Speed 3326.56 samples/sec Loss 2.0654 LearningRate 0.0305 Epoch: 8 Global Step: 149360 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:56,183-Speed 3336.61 samples/sec Loss 2.0183 LearningRate 0.0305 Epoch: 8 Global Step: 149370 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:01:59,291-Speed 3294.86 samples/sec Loss 2.0613 LearningRate 0.0305 Epoch: 8 Global Step: 149380 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:02,365-Speed 3332.08 samples/sec Loss 2.0223 LearningRate 0.0305 Epoch: 8 Global Step: 149390 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:05,438-Speed 3333.02 samples/sec Loss 1.9925 LearningRate 0.0305 Epoch: 8 Global Step: 149400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:08,516-Speed 3327.39 samples/sec Loss 2.0071 LearningRate 0.0305 Epoch: 8 Global Step: 149410 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:11,590-Speed 3331.78 samples/sec Loss 1.9891 LearningRate 0.0305 Epoch: 8 Global Step: 149420 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:14,662-Speed 3334.97 samples/sec Loss 2.0484 LearningRate 0.0305 Epoch: 8 Global Step: 149430 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:17,738-Speed 3329.45 samples/sec Loss 2.0437 LearningRate 0.0305 Epoch: 8 Global Step: 149440 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:20,834-Speed 3308.90 samples/sec Loss 1.9947 LearningRate 0.0305 Epoch: 8 Global Step: 149450 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:23,917-Speed 3322.08 samples/sec Loss 2.0130 LearningRate 0.0305 Epoch: 8 Global Step: 149460 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:26,997-Speed 3325.39 samples/sec Loss 2.0108 LearningRate 0.0305 Epoch: 8 Global Step: 149470 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:30,070-Speed 3332.95 samples/sec Loss 2.0165 LearningRate 0.0305 Epoch: 8 Global Step: 149480 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:02:33,154-Speed 3321.12 samples/sec Loss 2.0485 LearningRate 0.0305 Epoch: 8 Global Step: 149490 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:36,240-Speed 3318.53 samples/sec Loss 1.9934 LearningRate 0.0305 Epoch: 8 Global Step: 149500 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:39,318-Speed 3327.65 samples/sec Loss 2.0539 LearningRate 0.0305 Epoch: 8 Global Step: 149510 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:42,396-Speed 3327.63 samples/sec Loss 2.0070 LearningRate 0.0305 Epoch: 8 Global Step: 149520 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:45,468-Speed 3334.12 samples/sec Loss 2.0559 LearningRate 0.0305 Epoch: 8 Global Step: 149530 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:48,541-Speed 3333.04 samples/sec Loss 1.9762 LearningRate 0.0305 Epoch: 8 Global Step: 149540 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:51,620-Speed 3326.65 samples/sec Loss 1.9817 LearningRate 0.0305 Epoch: 8 Global Step: 149550 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:54,694-Speed 3332.01 samples/sec Loss 1.9896 LearningRate 0.0305 Epoch: 8 Global Step: 149560 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:02:57,805-Speed 3293.05 samples/sec Loss 1.9570 LearningRate 0.0305 Epoch: 8 Global Step: 149570 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:03:00,880-Speed 3330.61 samples/sec Loss 2.0249 LearningRate 0.0305 Epoch: 8 Global Step: 149580 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:03:03,972-Speed 3312.62 samples/sec Loss 2.0235 LearningRate 0.0305 Epoch: 8 Global Step: 149590 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:07,056-Speed 3320.35 samples/sec Loss 1.9963 LearningRate 0.0305 Epoch: 8 Global Step: 149600 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:10,924-Speed 2648.01 samples/sec Loss 2.0222 LearningRate 0.0305 Epoch: 8 Global Step: 149610 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:14,023-Speed 3305.05 samples/sec Loss 1.9670 LearningRate 0.0304 Epoch: 8 Global Step: 149620 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:17,150-Speed 3275.94 samples/sec Loss 2.0661 LearningRate 0.0304 Epoch: 8 Global Step: 149630 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:20,282-Speed 3270.32 samples/sec Loss 1.9980 LearningRate 0.0304 Epoch: 8 Global Step: 149640 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:23,353-Speed 3334.94 samples/sec Loss 1.9615 LearningRate 0.0304 Epoch: 8 Global Step: 149650 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:26,442-Speed 3316.08 samples/sec Loss 2.0443 LearningRate 0.0304 Epoch: 8 Global Step: 149660 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:29,530-Speed 3317.19 samples/sec Loss 1.9849 LearningRate 0.0304 Epoch: 8 Global Step: 149670 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:32,658-Speed 3273.64 samples/sec Loss 2.0525 LearningRate 0.0304 Epoch: 8 Global Step: 149680 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:35,756-Speed 3306.00 samples/sec Loss 1.9724 LearningRate 0.0304 Epoch: 8 Global Step: 149690 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:38,835-Speed 3327.06 samples/sec Loss 1.9635 LearningRate 0.0304 Epoch: 8 Global Step: 149700 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:41,945-Speed 3292.95 samples/sec Loss 2.0726 LearningRate 0.0304 Epoch: 8 Global Step: 149710 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:45,029-Speed 3320.85 samples/sec Loss 2.0289 LearningRate 0.0304 Epoch: 8 Global Step: 149720 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:48,131-Speed 3302.31 samples/sec Loss 2.0143 LearningRate 0.0304 Epoch: 8 Global Step: 149730 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:51,206-Speed 3331.42 samples/sec Loss 2.0181 LearningRate 0.0304 Epoch: 8 Global Step: 149740 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:54,304-Speed 3306.04 samples/sec Loss 1.9807 LearningRate 0.0304 Epoch: 8 Global Step: 149750 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:03:57,382-Speed 3327.56 samples/sec Loss 2.0221 LearningRate 0.0304 Epoch: 8 Global Step: 149760 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:00,516-Speed 3267.29 samples/sec Loss 1.9835 LearningRate 0.0304 Epoch: 8 Global Step: 149770 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:03,616-Speed 3304.82 samples/sec Loss 1.9895 LearningRate 0.0304 Epoch: 8 Global Step: 149780 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:06,691-Speed 3330.07 samples/sec Loss 1.9980 LearningRate 0.0304 Epoch: 8 Global Step: 149790 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:09,797-Speed 3297.60 samples/sec Loss 2.0135 LearningRate 0.0304 Epoch: 8 Global Step: 149800 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:12,872-Speed 3330.70 samples/sec Loss 2.0770 LearningRate 0.0304 Epoch: 8 Global Step: 149810 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:15,958-Speed 3319.79 samples/sec Loss 2.0034 LearningRate 0.0304 Epoch: 8 Global Step: 149820 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:19,037-Speed 3326.52 samples/sec Loss 2.0595 LearningRate 0.0304 Epoch: 8 Global Step: 149830 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:22,120-Speed 3322.40 samples/sec Loss 2.0852 LearningRate 0.0304 Epoch: 8 Global Step: 149840 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:25,199-Speed 3326.24 samples/sec Loss 2.0053 LearningRate 0.0304 Epoch: 8 Global Step: 149850 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:28,297-Speed 3305.98 samples/sec Loss 2.0499 LearningRate 0.0304 Epoch: 8 Global Step: 149860 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:31,372-Speed 3330.93 samples/sec Loss 2.0672 LearningRate 0.0304 Epoch: 8 Global Step: 149870 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:34,450-Speed 3327.66 samples/sec Loss 1.9778 LearningRate 0.0304 Epoch: 8 Global Step: 149880 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:37,544-Speed 3309.98 samples/sec Loss 2.0202 LearningRate 0.0304 Epoch: 8 Global Step: 149890 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:40,627-Speed 3323.35 samples/sec Loss 1.9975 LearningRate 0.0304 Epoch: 8 Global Step: 149900 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:04:43,704-Speed 3328.53 samples/sec Loss 2.0111 LearningRate 0.0304 Epoch: 8 Global Step: 149910 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:46,933-Speed 3172.13 samples/sec Loss 1.9667 LearningRate 0.0303 Epoch: 8 Global Step: 149920 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:50,031-Speed 3305.95 samples/sec Loss 1.9874 LearningRate 0.0303 Epoch: 8 Global Step: 149930 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:04:53,102-Speed 3334.73 samples/sec Loss 1.9954 LearningRate 0.0303 Epoch: 8 Global Step: 149940 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:04:56,198-Speed 3309.40 samples/sec Loss 2.0439 LearningRate 0.0303 Epoch: 8 Global Step: 149950 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:04:59,302-Speed 3299.21 samples/sec Loss 1.9772 LearningRate 0.0303 Epoch: 8 Global Step: 149960 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:05:02,380-Speed 3327.59 samples/sec Loss 1.9956 LearningRate 0.0303 Epoch: 8 Global Step: 149970 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:05:05,497-Speed 3285.35 samples/sec Loss 2.0385 LearningRate 0.0303 Epoch: 8 Global Step: 149980 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:05:08,769-Speed 3130.95 samples/sec Loss 1.9951 LearningRate 0.0303 Epoch: 8 Global Step: 149990 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:05:11,885-Speed 3287.03 samples/sec Loss 2.0096 LearningRate 0.0303 Epoch: 8 Global Step: 150000 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:05:56,073-[lfw][150000]XNorm: 19.795810 Training: 2022-04-11 15:05:56,074-[lfw][150000]Accuracy-Flip: 0.99817+-0.00263 Training: 2022-04-11 15:05:56,074-[lfw][150000]Accuracy-Highest: 0.99817 Training: 2022-04-11 15:06:46,885-[cfp_fp][150000]XNorm: 19.719060 Training: 2022-04-11 15:06:46,885-[cfp_fp][150000]Accuracy-Flip: 0.98843+-0.00611 Training: 2022-04-11 15:06:46,886-[cfp_fp][150000]Accuracy-Highest: 0.98843 Training: 2022-04-11 15:07:30,545-[agedb_30][150000]XNorm: 20.929331 Training: 2022-04-11 15:07:30,545-[agedb_30][150000]Accuracy-Flip: 0.98283+-0.00563 Training: 2022-04-11 15:07:30,546-[agedb_30][150000]Accuracy-Highest: 0.98317 Training: 2022-04-11 15:07:33,614-Speed 72.25 samples/sec Loss 2.0080 LearningRate 0.0303 Epoch: 8 Global Step: 150010 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:07:36,681-Speed 3338.66 samples/sec Loss 1.9763 LearningRate 0.0303 Epoch: 8 Global Step: 150020 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:07:39,773-Speed 3312.68 samples/sec Loss 2.0418 LearningRate 0.0303 Epoch: 8 Global Step: 150030 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:07:42,850-Speed 3329.54 samples/sec Loss 1.9524 LearningRate 0.0303 Epoch: 8 Global Step: 150040 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:07:45,969-Speed 3283.37 samples/sec Loss 2.0883 LearningRate 0.0303 Epoch: 8 Global Step: 150050 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:07:49,038-Speed 3337.97 samples/sec Loss 1.9962 LearningRate 0.0303 Epoch: 8 Global Step: 150060 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:07:52,123-Speed 3320.62 samples/sec Loss 1.9992 LearningRate 0.0303 Epoch: 8 Global Step: 150070 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:07:55,206-Speed 3321.30 samples/sec Loss 2.0299 LearningRate 0.0303 Epoch: 8 Global Step: 150080 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:07:58,304-Speed 3307.00 samples/sec Loss 2.0290 LearningRate 0.0303 Epoch: 8 Global Step: 150090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:08:01,371-Speed 3339.35 samples/sec Loss 2.0042 LearningRate 0.0303 Epoch: 8 Global Step: 150100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:08:04,440-Speed 3337.25 samples/sec Loss 2.0823 LearningRate 0.0303 Epoch: 8 Global Step: 150110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:08:07,544-Speed 3300.14 samples/sec Loss 1.9713 LearningRate 0.0303 Epoch: 8 Global Step: 150120 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:08:10,634-Speed 3314.31 samples/sec Loss 1.9211 LearningRate 0.0303 Epoch: 8 Global Step: 150130 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:08:13,703-Speed 3338.28 samples/sec Loss 1.9806 LearningRate 0.0303 Epoch: 8 Global Step: 150140 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:08:16,772-Speed 3337.05 samples/sec Loss 2.0536 LearningRate 0.0303 Epoch: 8 Global Step: 150150 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:08:19,841-Speed 3337.46 samples/sec Loss 2.0018 LearningRate 0.0303 Epoch: 8 Global Step: 150160 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:08:22,912-Speed 3334.25 samples/sec Loss 2.0409 LearningRate 0.0303 Epoch: 8 Global Step: 150170 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:08:25,984-Speed 3334.11 samples/sec Loss 2.0422 LearningRate 0.0303 Epoch: 8 Global Step: 150180 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:08:29,054-Speed 3337.20 samples/sec Loss 2.0420 LearningRate 0.0303 Epoch: 8 Global Step: 150190 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:08:32,160-Speed 3297.59 samples/sec Loss 1.9937 LearningRate 0.0303 Epoch: 8 Global Step: 150200 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:08:35,756-Speed 2847.74 samples/sec Loss 1.9817 LearningRate 0.0303 Epoch: 8 Global Step: 150210 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:05,545-Speed 343.77 samples/sec Loss 1.9321 LearningRate 0.0302 Epoch: 9 Global Step: 150220 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:09,123-Speed 2862.81 samples/sec Loss 1.5180 LearningRate 0.0302 Epoch: 9 Global Step: 150230 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:13,020-Speed 2628.02 samples/sec Loss 1.5091 LearningRate 0.0302 Epoch: 9 Global Step: 150240 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:09:16,155-Speed 3267.81 samples/sec Loss 1.5456 LearningRate 0.0302 Epoch: 9 Global Step: 150250 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:19,286-Speed 3271.17 samples/sec Loss 1.4570 LearningRate 0.0302 Epoch: 9 Global Step: 150260 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:22,427-Speed 3260.57 samples/sec Loss 1.4245 LearningRate 0.0302 Epoch: 9 Global Step: 150270 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:25,513-Speed 3319.19 samples/sec Loss 1.4874 LearningRate 0.0302 Epoch: 9 Global Step: 150280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:28,650-Speed 3264.68 samples/sec Loss 1.5332 LearningRate 0.0302 Epoch: 9 Global Step: 150290 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:31,746-Speed 3308.74 samples/sec Loss 1.5305 LearningRate 0.0302 Epoch: 9 Global Step: 150300 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:34,837-Speed 3313.29 samples/sec Loss 1.5443 LearningRate 0.0302 Epoch: 9 Global Step: 150310 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:38,150-Speed 3091.76 samples/sec Loss 1.5086 LearningRate 0.0302 Epoch: 9 Global Step: 150320 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:41,352-Speed 3199.30 samples/sec Loss 1.4720 LearningRate 0.0302 Epoch: 9 Global Step: 150330 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:44,520-Speed 3233.72 samples/sec Loss 1.4577 LearningRate 0.0302 Epoch: 9 Global Step: 150340 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:47,590-Speed 3335.44 samples/sec Loss 1.4814 LearningRate 0.0302 Epoch: 9 Global Step: 150350 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:09:50,662-Speed 3334.74 samples/sec Loss 1.5408 LearningRate 0.0302 Epoch: 9 Global Step: 150360 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:53,748-Speed 3319.43 samples/sec Loss 1.4665 LearningRate 0.0302 Epoch: 9 Global Step: 150370 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:09:57,129-Speed 3029.16 samples/sec Loss 1.4975 LearningRate 0.0302 Epoch: 9 Global Step: 150380 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:00,237-Speed 3295.66 samples/sec Loss 1.4806 LearningRate 0.0302 Epoch: 9 Global Step: 150390 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:04,225-Speed 2567.85 samples/sec Loss 1.4414 LearningRate 0.0302 Epoch: 9 Global Step: 150400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:07,332-Speed 3297.00 samples/sec Loss 1.4413 LearningRate 0.0302 Epoch: 9 Global Step: 150410 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:10,413-Speed 3323.98 samples/sec Loss 1.4826 LearningRate 0.0302 Epoch: 9 Global Step: 150420 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:13,503-Speed 3314.98 samples/sec Loss 1.5350 LearningRate 0.0302 Epoch: 9 Global Step: 150430 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:16,605-Speed 3302.73 samples/sec Loss 1.5054 LearningRate 0.0302 Epoch: 9 Global Step: 150440 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:19,706-Speed 3302.98 samples/sec Loss 1.5186 LearningRate 0.0302 Epoch: 9 Global Step: 150450 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:22,799-Speed 3310.69 samples/sec Loss 1.5438 LearningRate 0.0302 Epoch: 9 Global Step: 150460 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:25,911-Speed 3291.98 samples/sec Loss 1.4999 LearningRate 0.0302 Epoch: 9 Global Step: 150470 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:29,086-Speed 3225.90 samples/sec Loss 1.4983 LearningRate 0.0302 Epoch: 9 Global Step: 150480 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:32,173-Speed 3318.09 samples/sec Loss 1.4345 LearningRate 0.0302 Epoch: 9 Global Step: 150490 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:35,255-Speed 3322.28 samples/sec Loss 1.4546 LearningRate 0.0302 Epoch: 9 Global Step: 150500 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:10:38,335-Speed 3325.67 samples/sec Loss 1.4953 LearningRate 0.0302 Epoch: 9 Global Step: 150510 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:41,422-Speed 3317.97 samples/sec Loss 1.5284 LearningRate 0.0302 Epoch: 9 Global Step: 150520 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:44,506-Speed 3322.14 samples/sec Loss 1.4782 LearningRate 0.0301 Epoch: 9 Global Step: 150530 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:47,609-Speed 3299.85 samples/sec Loss 1.4804 LearningRate 0.0301 Epoch: 9 Global Step: 150540 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:50,738-Speed 3274.40 samples/sec Loss 1.4630 LearningRate 0.0301 Epoch: 9 Global Step: 150550 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:53,894-Speed 3244.77 samples/sec Loss 1.4800 LearningRate 0.0301 Epoch: 9 Global Step: 150560 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:10:56,967-Speed 3332.86 samples/sec Loss 1.4769 LearningRate 0.0301 Epoch: 9 Global Step: 150570 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:00,053-Speed 3318.72 samples/sec Loss 1.4880 LearningRate 0.0301 Epoch: 9 Global Step: 150580 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:03,157-Speed 3300.30 samples/sec Loss 1.4773 LearningRate 0.0301 Epoch: 9 Global Step: 150590 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:06,243-Speed 3319.00 samples/sec Loss 1.4948 LearningRate 0.0301 Epoch: 9 Global Step: 150600 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:09,360-Speed 3286.03 samples/sec Loss 1.5152 LearningRate 0.0301 Epoch: 9 Global Step: 150610 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:12,505-Speed 3256.33 samples/sec Loss 1.5318 LearningRate 0.0301 Epoch: 9 Global Step: 150620 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:15,585-Speed 3326.09 samples/sec Loss 1.4839 LearningRate 0.0301 Epoch: 9 Global Step: 150630 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:18,660-Speed 3330.16 samples/sec Loss 1.5548 LearningRate 0.0301 Epoch: 9 Global Step: 150640 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:21,738-Speed 3327.58 samples/sec Loss 1.5090 LearningRate 0.0301 Epoch: 9 Global Step: 150650 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:24,823-Speed 3320.04 samples/sec Loss 1.4618 LearningRate 0.0301 Epoch: 9 Global Step: 150660 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:27,929-Speed 3298.40 samples/sec Loss 1.5342 LearningRate 0.0301 Epoch: 9 Global Step: 150670 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:11:31,006-Speed 3328.19 samples/sec Loss 1.4809 LearningRate 0.0301 Epoch: 9 Global Step: 150680 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:11:34,083-Speed 3329.03 samples/sec Loss 1.4647 LearningRate 0.0301 Epoch: 9 Global Step: 150690 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:37,164-Speed 3324.79 samples/sec Loss 1.4760 LearningRate 0.0301 Epoch: 9 Global Step: 150700 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:40,263-Speed 3304.22 samples/sec Loss 1.5327 LearningRate 0.0301 Epoch: 9 Global Step: 150710 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:43,347-Speed 3322.10 samples/sec Loss 1.4833 LearningRate 0.0301 Epoch: 9 Global Step: 150720 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:46,430-Speed 3321.89 samples/sec Loss 1.5129 LearningRate 0.0301 Epoch: 9 Global Step: 150730 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:49,524-Speed 3310.55 samples/sec Loss 1.5858 LearningRate 0.0301 Epoch: 9 Global Step: 150740 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:52,600-Speed 3329.93 samples/sec Loss 1.5464 LearningRate 0.0301 Epoch: 9 Global Step: 150750 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:55,726-Speed 3276.82 samples/sec Loss 1.5030 LearningRate 0.0301 Epoch: 9 Global Step: 150760 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:11:58,801-Speed 3330.33 samples/sec Loss 1.4945 LearningRate 0.0301 Epoch: 9 Global Step: 150770 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:12:01,875-Speed 3331.90 samples/sec Loss 1.4931 LearningRate 0.0301 Epoch: 9 Global Step: 150780 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:12:04,952-Speed 3328.84 samples/sec Loss 1.5233 LearningRate 0.0301 Epoch: 9 Global Step: 150790 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:08,102-Speed 3251.85 samples/sec Loss 1.5240 LearningRate 0.0301 Epoch: 9 Global Step: 150800 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:11,183-Speed 3324.13 samples/sec Loss 1.4795 LearningRate 0.0301 Epoch: 9 Global Step: 150810 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:14,296-Speed 3289.77 samples/sec Loss 1.5436 LearningRate 0.0301 Epoch: 9 Global Step: 150820 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:17,382-Speed 3318.80 samples/sec Loss 1.5532 LearningRate 0.0300 Epoch: 9 Global Step: 150830 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:20,457-Speed 3330.74 samples/sec Loss 1.5379 LearningRate 0.0300 Epoch: 9 Global Step: 150840 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:23,569-Speed 3291.88 samples/sec Loss 1.5023 LearningRate 0.0300 Epoch: 9 Global Step: 150850 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:26,671-Speed 3301.70 samples/sec Loss 1.5446 LearningRate 0.0300 Epoch: 9 Global Step: 150860 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:29,812-Speed 3261.51 samples/sec Loss 1.5664 LearningRate 0.0300 Epoch: 9 Global Step: 150870 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:32,899-Speed 3317.64 samples/sec Loss 1.5568 LearningRate 0.0300 Epoch: 9 Global Step: 150880 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:35,997-Speed 3305.79 samples/sec Loss 1.5430 LearningRate 0.0300 Epoch: 9 Global Step: 150890 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:39,083-Speed 3319.66 samples/sec Loss 1.5177 LearningRate 0.0300 Epoch: 9 Global Step: 150900 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:42,233-Speed 3250.50 samples/sec Loss 1.5905 LearningRate 0.0300 Epoch: 9 Global Step: 150910 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:45,314-Speed 3324.72 samples/sec Loss 1.5342 LearningRate 0.0300 Epoch: 9 Global Step: 150920 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:48,418-Speed 3300.35 samples/sec Loss 1.4721 LearningRate 0.0300 Epoch: 9 Global Step: 150930 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:51,564-Speed 3255.85 samples/sec Loss 1.5713 LearningRate 0.0300 Epoch: 9 Global Step: 150940 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:54,662-Speed 3309.55 samples/sec Loss 1.5083 LearningRate 0.0300 Epoch: 9 Global Step: 150950 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:12:57,742-Speed 3325.10 samples/sec Loss 1.5943 LearningRate 0.0300 Epoch: 9 Global Step: 150960 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:00,844-Speed 3302.40 samples/sec Loss 1.5476 LearningRate 0.0300 Epoch: 9 Global Step: 150970 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:04,011-Speed 3233.99 samples/sec Loss 1.5012 LearningRate 0.0300 Epoch: 9 Global Step: 150980 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:07,120-Speed 3293.83 samples/sec Loss 1.5269 LearningRate 0.0300 Epoch: 9 Global Step: 150990 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:13:10,206-Speed 3319.43 samples/sec Loss 1.5377 LearningRate 0.0300 Epoch: 9 Global Step: 151000 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:13,314-Speed 3295.01 samples/sec Loss 1.5546 LearningRate 0.0300 Epoch: 9 Global Step: 151010 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:16,386-Speed 3333.98 samples/sec Loss 1.5529 LearningRate 0.0300 Epoch: 9 Global Step: 151020 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:19,470-Speed 3322.35 samples/sec Loss 1.4851 LearningRate 0.0300 Epoch: 9 Global Step: 151030 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:22,547-Speed 3328.45 samples/sec Loss 1.5142 LearningRate 0.0300 Epoch: 9 Global Step: 151040 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:25,626-Speed 3326.83 samples/sec Loss 1.5100 LearningRate 0.0300 Epoch: 9 Global Step: 151050 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:13:28,705-Speed 3325.66 samples/sec Loss 1.5140 LearningRate 0.0300 Epoch: 9 Global Step: 151060 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:31,785-Speed 3325.83 samples/sec Loss 1.5213 LearningRate 0.0300 Epoch: 9 Global Step: 151070 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:34,866-Speed 3323.90 samples/sec Loss 1.5833 LearningRate 0.0300 Epoch: 9 Global Step: 151080 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:37,953-Speed 3318.17 samples/sec Loss 1.5125 LearningRate 0.0300 Epoch: 9 Global Step: 151090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:41,035-Speed 3323.62 samples/sec Loss 1.5350 LearningRate 0.0300 Epoch: 9 Global Step: 151100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:44,220-Speed 3216.34 samples/sec Loss 1.4987 LearningRate 0.0300 Epoch: 9 Global Step: 151110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:47,371-Speed 3250.55 samples/sec Loss 1.4561 LearningRate 0.0300 Epoch: 9 Global Step: 151120 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:50,449-Speed 3327.38 samples/sec Loss 1.5474 LearningRate 0.0300 Epoch: 9 Global Step: 151130 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:53,562-Speed 3290.40 samples/sec Loss 1.5432 LearningRate 0.0299 Epoch: 9 Global Step: 151140 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:56,676-Speed 3288.53 samples/sec Loss 1.5463 LearningRate 0.0299 Epoch: 9 Global Step: 151150 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:13:59,827-Speed 3251.16 samples/sec Loss 1.5452 LearningRate 0.0299 Epoch: 9 Global Step: 151160 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:02,993-Speed 3234.51 samples/sec Loss 1.5160 LearningRate 0.0299 Epoch: 9 Global Step: 151170 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:06,100-Speed 3296.52 samples/sec Loss 1.5657 LearningRate 0.0299 Epoch: 9 Global Step: 151180 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:09,199-Speed 3305.43 samples/sec Loss 1.5455 LearningRate 0.0299 Epoch: 9 Global Step: 151190 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:12,295-Speed 3308.07 samples/sec Loss 1.5289 LearningRate 0.0299 Epoch: 9 Global Step: 151200 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:15,392-Speed 3307.04 samples/sec Loss 1.5303 LearningRate 0.0299 Epoch: 9 Global Step: 151210 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:18,481-Speed 3316.75 samples/sec Loss 1.6223 LearningRate 0.0299 Epoch: 9 Global Step: 151220 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:21,597-Speed 3286.47 samples/sec Loss 1.5594 LearningRate 0.0299 Epoch: 9 Global Step: 151230 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:24,670-Speed 3333.27 samples/sec Loss 1.5120 LearningRate 0.0299 Epoch: 9 Global Step: 151240 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:14:27,850-Speed 3221.70 samples/sec Loss 1.5523 LearningRate 0.0299 Epoch: 9 Global Step: 151250 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:30,941-Speed 3313.60 samples/sec Loss 1.5810 LearningRate 0.0299 Epoch: 9 Global Step: 151260 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:34,037-Speed 3308.26 samples/sec Loss 1.4985 LearningRate 0.0299 Epoch: 9 Global Step: 151270 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:37,138-Speed 3302.37 samples/sec Loss 1.5186 LearningRate 0.0299 Epoch: 9 Global Step: 151280 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:40,230-Speed 3313.28 samples/sec Loss 1.5414 LearningRate 0.0299 Epoch: 9 Global Step: 151290 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:43,385-Speed 3246.05 samples/sec Loss 1.5975 LearningRate 0.0299 Epoch: 9 Global Step: 151300 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:46,510-Speed 3277.41 samples/sec Loss 1.5285 LearningRate 0.0299 Epoch: 9 Global Step: 151310 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:49,603-Speed 3311.28 samples/sec Loss 1.5232 LearningRate 0.0299 Epoch: 9 Global Step: 151320 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:52,680-Speed 3328.79 samples/sec Loss 1.5667 LearningRate 0.0299 Epoch: 9 Global Step: 151330 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:55,767-Speed 3318.56 samples/sec Loss 1.5116 LearningRate 0.0299 Epoch: 9 Global Step: 151340 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:14:58,845-Speed 3327.40 samples/sec Loss 1.5005 LearningRate 0.0299 Epoch: 9 Global Step: 151350 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:01,963-Speed 3284.88 samples/sec Loss 1.5962 LearningRate 0.0299 Epoch: 9 Global Step: 151360 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:05,060-Speed 3307.29 samples/sec Loss 1.5773 LearningRate 0.0299 Epoch: 9 Global Step: 151370 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:08,136-Speed 3329.91 samples/sec Loss 1.5105 LearningRate 0.0299 Epoch: 9 Global Step: 151380 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:11,234-Speed 3305.78 samples/sec Loss 1.5469 LearningRate 0.0299 Epoch: 9 Global Step: 151390 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:14,312-Speed 3327.61 samples/sec Loss 1.5324 LearningRate 0.0299 Epoch: 9 Global Step: 151400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:17,381-Speed 3337.40 samples/sec Loss 1.5487 LearningRate 0.0299 Epoch: 9 Global Step: 151410 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:20,473-Speed 3312.74 samples/sec Loss 1.5467 LearningRate 0.0299 Epoch: 9 Global Step: 151420 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:23,557-Speed 3320.87 samples/sec Loss 1.5509 LearningRate 0.0299 Epoch: 9 Global Step: 151430 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:26,662-Speed 3298.06 samples/sec Loss 1.5584 LearningRate 0.0298 Epoch: 9 Global Step: 151440 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:29,740-Speed 3327.83 samples/sec Loss 1.5452 LearningRate 0.0298 Epoch: 9 Global Step: 151450 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:32,828-Speed 3317.73 samples/sec Loss 1.5561 LearningRate 0.0298 Epoch: 9 Global Step: 151460 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:35,912-Speed 3321.02 samples/sec Loss 1.5651 LearningRate 0.0298 Epoch: 9 Global Step: 151470 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:38,997-Speed 3319.44 samples/sec Loss 1.5361 LearningRate 0.0298 Epoch: 9 Global Step: 151480 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:42,192-Speed 3206.68 samples/sec Loss 1.5570 LearningRate 0.0298 Epoch: 9 Global Step: 151490 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:45,339-Speed 3254.12 samples/sec Loss 1.5837 LearningRate 0.0298 Epoch: 9 Global Step: 151500 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:15:48,452-Speed 3290.30 samples/sec Loss 1.5303 LearningRate 0.0298 Epoch: 9 Global Step: 151510 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:51,542-Speed 3314.54 samples/sec Loss 1.4840 LearningRate 0.0298 Epoch: 9 Global Step: 151520 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:54,623-Speed 3324.32 samples/sec Loss 1.5730 LearningRate 0.0298 Epoch: 9 Global Step: 151530 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:15:57,701-Speed 3327.48 samples/sec Loss 1.5967 LearningRate 0.0298 Epoch: 9 Global Step: 151540 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:00,783-Speed 3323.86 samples/sec Loss 1.5577 LearningRate 0.0298 Epoch: 9 Global Step: 151550 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:03,863-Speed 3325.37 samples/sec Loss 1.6060 LearningRate 0.0298 Epoch: 9 Global Step: 151560 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:06,942-Speed 3326.13 samples/sec Loss 1.5839 LearningRate 0.0298 Epoch: 9 Global Step: 151570 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:10,017-Speed 3330.99 samples/sec Loss 1.5343 LearningRate 0.0298 Epoch: 9 Global Step: 151580 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:13,120-Speed 3300.82 samples/sec Loss 1.5304 LearningRate 0.0298 Epoch: 9 Global Step: 151590 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:16,196-Speed 3329.53 samples/sec Loss 1.5488 LearningRate 0.0298 Epoch: 9 Global Step: 151600 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:19,261-Speed 3341.38 samples/sec Loss 1.5837 LearningRate 0.0298 Epoch: 9 Global Step: 151610 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:22,360-Speed 3305.25 samples/sec Loss 1.5645 LearningRate 0.0298 Epoch: 9 Global Step: 151620 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:25,433-Speed 3332.30 samples/sec Loss 1.5771 LearningRate 0.0298 Epoch: 9 Global Step: 151630 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:28,516-Speed 3322.44 samples/sec Loss 1.5082 LearningRate 0.0298 Epoch: 9 Global Step: 151640 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:31,596-Speed 3325.92 samples/sec Loss 1.5682 LearningRate 0.0298 Epoch: 9 Global Step: 151650 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:34,702-Speed 3298.13 samples/sec Loss 1.5621 LearningRate 0.0298 Epoch: 9 Global Step: 151660 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:37,781-Speed 3326.24 samples/sec Loss 1.5711 LearningRate 0.0298 Epoch: 9 Global Step: 151670 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:40,862-Speed 3324.38 samples/sec Loss 1.5694 LearningRate 0.0298 Epoch: 9 Global Step: 151680 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:43,946-Speed 3321.21 samples/sec Loss 1.5970 LearningRate 0.0298 Epoch: 9 Global Step: 151690 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:47,153-Speed 3192.81 samples/sec Loss 1.5367 LearningRate 0.0298 Epoch: 9 Global Step: 151700 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:50,224-Speed 3336.02 samples/sec Loss 1.5561 LearningRate 0.0298 Epoch: 9 Global Step: 151710 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:16:53,291-Speed 3339.55 samples/sec Loss 1.5472 LearningRate 0.0298 Epoch: 9 Global Step: 151720 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:16:56,370-Speed 3326.24 samples/sec Loss 1.5655 LearningRate 0.0298 Epoch: 9 Global Step: 151730 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:16:59,457-Speed 3318.50 samples/sec Loss 1.5923 LearningRate 0.0298 Epoch: 9 Global Step: 151740 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:02,554-Speed 3307.06 samples/sec Loss 1.5916 LearningRate 0.0297 Epoch: 9 Global Step: 151750 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:05,654-Speed 3303.97 samples/sec Loss 1.6243 LearningRate 0.0297 Epoch: 9 Global Step: 151760 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:08,743-Speed 3316.14 samples/sec Loss 1.6094 LearningRate 0.0297 Epoch: 9 Global Step: 151770 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:11,831-Speed 3316.54 samples/sec Loss 1.5166 LearningRate 0.0297 Epoch: 9 Global Step: 151780 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:14,916-Speed 3319.75 samples/sec Loss 1.5703 LearningRate 0.0297 Epoch: 9 Global Step: 151790 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:17,991-Speed 3330.55 samples/sec Loss 1.5732 LearningRate 0.0297 Epoch: 9 Global Step: 151800 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:21,069-Speed 3328.72 samples/sec Loss 1.6064 LearningRate 0.0297 Epoch: 9 Global Step: 151810 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:24,199-Speed 3272.61 samples/sec Loss 1.5884 LearningRate 0.0297 Epoch: 9 Global Step: 151820 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:17:27,275-Speed 3328.63 samples/sec Loss 1.5435 LearningRate 0.0297 Epoch: 9 Global Step: 151830 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:17:30,364-Speed 3316.09 samples/sec Loss 1.5921 LearningRate 0.0297 Epoch: 9 Global Step: 151840 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:17:33,444-Speed 3325.68 samples/sec Loss 1.5893 LearningRate 0.0297 Epoch: 9 Global Step: 151850 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:17:36,525-Speed 3324.75 samples/sec Loss 1.5531 LearningRate 0.0297 Epoch: 9 Global Step: 151860 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:17:39,605-Speed 3324.62 samples/sec Loss 1.5742 LearningRate 0.0297 Epoch: 9 Global Step: 151870 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:17:42,695-Speed 3314.71 samples/sec Loss 1.5465 LearningRate 0.0297 Epoch: 9 Global Step: 151880 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:45,788-Speed 3311.55 samples/sec Loss 1.5789 LearningRate 0.0297 Epoch: 9 Global Step: 151890 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:48,881-Speed 3311.72 samples/sec Loss 1.5953 LearningRate 0.0297 Epoch: 9 Global Step: 151900 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:51,965-Speed 3320.94 samples/sec Loss 1.5902 LearningRate 0.0297 Epoch: 9 Global Step: 151910 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:55,129-Speed 3237.96 samples/sec Loss 1.5736 LearningRate 0.0297 Epoch: 9 Global Step: 151920 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:17:58,387-Speed 3142.90 samples/sec Loss 1.5877 LearningRate 0.0297 Epoch: 9 Global Step: 151930 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:18:01,468-Speed 3324.54 samples/sec Loss 1.6008 LearningRate 0.0297 Epoch: 9 Global Step: 151940 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:18:04,614-Speed 3255.50 samples/sec Loss 1.5455 LearningRate 0.0297 Epoch: 9 Global Step: 151950 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:18:07,694-Speed 3325.38 samples/sec Loss 1.6052 LearningRate 0.0297 Epoch: 9 Global Step: 151960 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:18:10,780-Speed 3319.79 samples/sec Loss 1.6215 LearningRate 0.0297 Epoch: 9 Global Step: 151970 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:18:13,874-Speed 3310.04 samples/sec Loss 1.6317 LearningRate 0.0297 Epoch: 9 Global Step: 151980 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:18:16,955-Speed 3325.23 samples/sec Loss 1.5277 LearningRate 0.0297 Epoch: 9 Global Step: 151990 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:18:20,041-Speed 3319.09 samples/sec Loss 1.5686 LearningRate 0.0297 Epoch: 9 Global Step: 152000 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:19:03,658-[lfw][152000]XNorm: 21.103845 Training: 2022-04-11 15:19:03,659-[lfw][152000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-11 15:19:03,659-[lfw][152000]Accuracy-Highest: 0.99817 Training: 2022-04-11 15:19:54,438-[cfp_fp][152000]XNorm: 21.201568 Training: 2022-04-11 15:19:54,439-[cfp_fp][152000]Accuracy-Flip: 0.98671+-0.00579 Training: 2022-04-11 15:19:54,439-[cfp_fp][152000]Accuracy-Highest: 0.98843 Training: 2022-04-11 15:20:38,193-[agedb_30][152000]XNorm: 21.804531 Training: 2022-04-11 15:20:38,194-[agedb_30][152000]Accuracy-Flip: 0.98167+-0.00679 Training: 2022-04-11 15:20:38,194-[agedb_30][152000]Accuracy-Highest: 0.98317 Training: 2022-04-11 15:20:41,313-Speed 72.48 samples/sec Loss 1.5303 LearningRate 0.0297 Epoch: 9 Global Step: 152010 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:20:44,515-Speed 3199.10 samples/sec Loss 1.6173 LearningRate 0.0297 Epoch: 9 Global Step: 152020 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:20:47,612-Speed 3307.75 samples/sec Loss 1.5309 LearningRate 0.0297 Epoch: 9 Global Step: 152030 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:20:50,755-Speed 3258.03 samples/sec Loss 1.5796 LearningRate 0.0297 Epoch: 9 Global Step: 152040 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:20:53,833-Speed 3327.27 samples/sec Loss 1.5795 LearningRate 0.0296 Epoch: 9 Global Step: 152050 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:20:56,929-Speed 3308.35 samples/sec Loss 1.6607 LearningRate 0.0296 Epoch: 9 Global Step: 152060 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:00,047-Speed 3284.56 samples/sec Loss 1.6043 LearningRate 0.0296 Epoch: 9 Global Step: 152070 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:03,311-Speed 3138.32 samples/sec Loss 1.6452 LearningRate 0.0296 Epoch: 9 Global Step: 152080 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:06,478-Speed 3234.66 samples/sec Loss 1.6477 LearningRate 0.0296 Epoch: 9 Global Step: 152090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:09,723-Speed 3156.87 samples/sec Loss 1.5907 LearningRate 0.0296 Epoch: 9 Global Step: 152100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:12,869-Speed 3255.56 samples/sec Loss 1.6056 LearningRate 0.0296 Epoch: 9 Global Step: 152110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:15,975-Speed 3297.10 samples/sec Loss 1.5960 LearningRate 0.0296 Epoch: 9 Global Step: 152120 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:19,226-Speed 3150.06 samples/sec Loss 1.5606 LearningRate 0.0296 Epoch: 9 Global Step: 152130 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:22,389-Speed 3238.25 samples/sec Loss 1.6031 LearningRate 0.0296 Epoch: 9 Global Step: 152140 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:21:25,482-Speed 3312.16 samples/sec Loss 1.5962 LearningRate 0.0296 Epoch: 9 Global Step: 152150 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:21:28,625-Speed 3257.93 samples/sec Loss 1.6365 LearningRate 0.0296 Epoch: 9 Global Step: 152160 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:21:31,723-Speed 3306.63 samples/sec Loss 1.5914 LearningRate 0.0296 Epoch: 9 Global Step: 152170 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:21:34,812-Speed 3315.74 samples/sec Loss 1.6165 LearningRate 0.0296 Epoch: 9 Global Step: 152180 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:21:37,949-Speed 3265.18 samples/sec Loss 1.5962 LearningRate 0.0296 Epoch: 9 Global Step: 152190 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:21:41,036-Speed 3317.80 samples/sec Loss 1.5899 LearningRate 0.0296 Epoch: 9 Global Step: 152200 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:21:44,098-Speed 3344.87 samples/sec Loss 1.6251 LearningRate 0.0296 Epoch: 9 Global Step: 152210 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:47,229-Speed 3271.71 samples/sec Loss 1.6004 LearningRate 0.0296 Epoch: 9 Global Step: 152220 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:50,307-Speed 3327.27 samples/sec Loss 1.6134 LearningRate 0.0296 Epoch: 9 Global Step: 152230 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:53,398-Speed 3313.95 samples/sec Loss 1.6647 LearningRate 0.0296 Epoch: 9 Global Step: 152240 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:56,501-Speed 3300.75 samples/sec Loss 1.6044 LearningRate 0.0296 Epoch: 9 Global Step: 152250 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:21:59,588-Speed 3317.68 samples/sec Loss 1.6235 LearningRate 0.0296 Epoch: 9 Global Step: 152260 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:22:02,699-Speed 3292.84 samples/sec Loss 1.6710 LearningRate 0.0296 Epoch: 9 Global Step: 152270 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:22:05,782-Speed 3322.11 samples/sec Loss 1.6553 LearningRate 0.0296 Epoch: 9 Global Step: 152280 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:22:08,877-Speed 3309.38 samples/sec Loss 1.6204 LearningRate 0.0296 Epoch: 9 Global Step: 152290 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:22:11,965-Speed 3316.48 samples/sec Loss 1.5965 LearningRate 0.0296 Epoch: 9 Global Step: 152300 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:22:15,049-Speed 3321.22 samples/sec Loss 1.6088 LearningRate 0.0296 Epoch: 9 Global Step: 152310 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:18,181-Speed 3270.38 samples/sec Loss 1.6251 LearningRate 0.0296 Epoch: 9 Global Step: 152320 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:21,261-Speed 3325.03 samples/sec Loss 1.6259 LearningRate 0.0296 Epoch: 9 Global Step: 152330 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:24,400-Speed 3263.37 samples/sec Loss 1.5655 LearningRate 0.0296 Epoch: 9 Global Step: 152340 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:27,487-Speed 3318.38 samples/sec Loss 1.5753 LearningRate 0.0296 Epoch: 9 Global Step: 152350 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:30,666-Speed 3221.07 samples/sec Loss 1.6304 LearningRate 0.0295 Epoch: 9 Global Step: 152360 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:33,821-Speed 3247.28 samples/sec Loss 1.6561 LearningRate 0.0295 Epoch: 9 Global Step: 152370 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:37,026-Speed 3194.90 samples/sec Loss 1.6307 LearningRate 0.0295 Epoch: 9 Global Step: 152380 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:40,156-Speed 3272.63 samples/sec Loss 1.6214 LearningRate 0.0295 Epoch: 9 Global Step: 152390 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:43,229-Speed 3332.69 samples/sec Loss 1.6115 LearningRate 0.0295 Epoch: 9 Global Step: 152400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:46,302-Speed 3333.47 samples/sec Loss 1.6319 LearningRate 0.0295 Epoch: 9 Global Step: 152410 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:22:49,376-Speed 3331.90 samples/sec Loss 1.5892 LearningRate 0.0295 Epoch: 9 Global Step: 152420 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:52,451-Speed 3330.70 samples/sec Loss 1.6180 LearningRate 0.0295 Epoch: 9 Global Step: 152430 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:55,529-Speed 3327.85 samples/sec Loss 1.6083 LearningRate 0.0295 Epoch: 9 Global Step: 152440 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:22:58,602-Speed 3332.90 samples/sec Loss 1.6490 LearningRate 0.0295 Epoch: 9 Global Step: 152450 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:01,688-Speed 3319.77 samples/sec Loss 1.6366 LearningRate 0.0295 Epoch: 9 Global Step: 152460 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:04,762-Speed 3331.89 samples/sec Loss 1.6574 LearningRate 0.0295 Epoch: 9 Global Step: 152470 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:07,836-Speed 3332.61 samples/sec Loss 1.6015 LearningRate 0.0295 Epoch: 9 Global Step: 152480 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:10,913-Speed 3328.07 samples/sec Loss 1.6798 LearningRate 0.0295 Epoch: 9 Global Step: 152490 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:13,987-Speed 3331.38 samples/sec Loss 1.5807 LearningRate 0.0295 Epoch: 9 Global Step: 152500 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:17,129-Speed 3259.98 samples/sec Loss 1.5639 LearningRate 0.0295 Epoch: 9 Global Step: 152510 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:20,233-Speed 3300.44 samples/sec Loss 1.6085 LearningRate 0.0295 Epoch: 9 Global Step: 152520 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:23,323-Speed 3314.44 samples/sec Loss 1.6050 LearningRate 0.0295 Epoch: 9 Global Step: 152530 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:26,430-Speed 3296.38 samples/sec Loss 1.6161 LearningRate 0.0295 Epoch: 9 Global Step: 152540 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:29,504-Speed 3332.50 samples/sec Loss 1.6259 LearningRate 0.0295 Epoch: 9 Global Step: 152550 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:23:32,606-Speed 3301.36 samples/sec Loss 1.5876 LearningRate 0.0295 Epoch: 9 Global Step: 152560 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:35,688-Speed 3323.64 samples/sec Loss 1.5832 LearningRate 0.0295 Epoch: 9 Global Step: 152570 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:38,789-Speed 3302.76 samples/sec Loss 1.6472 LearningRate 0.0295 Epoch: 9 Global Step: 152580 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:41,989-Speed 3201.05 samples/sec Loss 1.6274 LearningRate 0.0295 Epoch: 9 Global Step: 152590 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:45,147-Speed 3243.48 samples/sec Loss 1.6551 LearningRate 0.0295 Epoch: 9 Global Step: 152600 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:48,229-Speed 3322.76 samples/sec Loss 1.6411 LearningRate 0.0295 Epoch: 9 Global Step: 152610 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:51,307-Speed 3327.67 samples/sec Loss 1.6353 LearningRate 0.0295 Epoch: 9 Global Step: 152620 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:54,393-Speed 3318.88 samples/sec Loss 1.6686 LearningRate 0.0295 Epoch: 9 Global Step: 152630 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:23:57,469-Speed 3329.49 samples/sec Loss 1.6347 LearningRate 0.0295 Epoch: 9 Global Step: 152640 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:24:00,562-Speed 3311.06 samples/sec Loss 1.5834 LearningRate 0.0295 Epoch: 9 Global Step: 152650 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:24:03,625-Speed 3344.40 samples/sec Loss 1.6675 LearningRate 0.0295 Epoch: 9 Global Step: 152660 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:06,710-Speed 3319.58 samples/sec Loss 1.6665 LearningRate 0.0294 Epoch: 9 Global Step: 152670 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:09,805-Speed 3309.45 samples/sec Loss 1.6062 LearningRate 0.0294 Epoch: 9 Global Step: 152680 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:12,909-Speed 3300.31 samples/sec Loss 1.6171 LearningRate 0.0294 Epoch: 9 Global Step: 152690 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:15,984-Speed 3330.31 samples/sec Loss 1.6405 LearningRate 0.0294 Epoch: 9 Global Step: 152700 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:19,154-Speed 3231.13 samples/sec Loss 1.6362 LearningRate 0.0294 Epoch: 9 Global Step: 152710 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:22,228-Speed 3332.86 samples/sec Loss 1.6809 LearningRate 0.0294 Epoch: 9 Global Step: 152720 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:25,304-Speed 3328.81 samples/sec Loss 1.6504 LearningRate 0.0294 Epoch: 9 Global Step: 152730 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:28,385-Speed 3324.72 samples/sec Loss 1.6317 LearningRate 0.0294 Epoch: 9 Global Step: 152740 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:31,471-Speed 3319.31 samples/sec Loss 1.6681 LearningRate 0.0294 Epoch: 9 Global Step: 152750 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:34,601-Speed 3271.82 samples/sec Loss 1.7257 LearningRate 0.0294 Epoch: 9 Global Step: 152760 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:24:37,695-Speed 3310.79 samples/sec Loss 1.7035 LearningRate 0.0294 Epoch: 9 Global Step: 152770 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:24:40,774-Speed 3326.07 samples/sec Loss 1.6218 LearningRate 0.0294 Epoch: 9 Global Step: 152780 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:24:43,849-Speed 3331.30 samples/sec Loss 1.6893 LearningRate 0.0294 Epoch: 9 Global Step: 152790 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:24:46,913-Speed 3342.33 samples/sec Loss 1.6027 LearningRate 0.0294 Epoch: 9 Global Step: 152800 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:49,990-Speed 3328.80 samples/sec Loss 1.6590 LearningRate 0.0294 Epoch: 9 Global Step: 152810 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:53,088-Speed 3306.54 samples/sec Loss 1.6314 LearningRate 0.0294 Epoch: 9 Global Step: 152820 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:56,182-Speed 3309.61 samples/sec Loss 1.6180 LearningRate 0.0294 Epoch: 9 Global Step: 152830 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:24:59,269-Speed 3318.35 samples/sec Loss 1.6431 LearningRate 0.0294 Epoch: 9 Global Step: 152840 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:02,350-Speed 3323.77 samples/sec Loss 1.6118 LearningRate 0.0294 Epoch: 9 Global Step: 152850 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:05,443-Speed 3312.13 samples/sec Loss 1.6513 LearningRate 0.0294 Epoch: 9 Global Step: 152860 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:08,544-Speed 3303.08 samples/sec Loss 1.5968 LearningRate 0.0294 Epoch: 9 Global Step: 152870 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:11,619-Speed 3331.28 samples/sec Loss 1.6046 LearningRate 0.0294 Epoch: 9 Global Step: 152880 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:14,698-Speed 3325.75 samples/sec Loss 1.6556 LearningRate 0.0294 Epoch: 9 Global Step: 152890 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:17,784-Speed 3319.23 samples/sec Loss 1.6180 LearningRate 0.0294 Epoch: 9 Global Step: 152900 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:25:20,910-Speed 3276.16 samples/sec Loss 1.5895 LearningRate 0.0294 Epoch: 9 Global Step: 152910 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:24,013-Speed 3300.84 samples/sec Loss 1.6304 LearningRate 0.0294 Epoch: 9 Global Step: 152920 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:27,094-Speed 3324.41 samples/sec Loss 1.6463 LearningRate 0.0294 Epoch: 9 Global Step: 152930 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:30,171-Speed 3328.59 samples/sec Loss 1.6858 LearningRate 0.0294 Epoch: 9 Global Step: 152940 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:33,253-Speed 3323.84 samples/sec Loss 1.6345 LearningRate 0.0294 Epoch: 9 Global Step: 152950 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:36,339-Speed 3319.32 samples/sec Loss 1.6024 LearningRate 0.0294 Epoch: 9 Global Step: 152960 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:39,414-Speed 3330.67 samples/sec Loss 1.6261 LearningRate 0.0294 Epoch: 9 Global Step: 152970 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:42,613-Speed 3201.64 samples/sec Loss 1.6070 LearningRate 0.0293 Epoch: 9 Global Step: 152980 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:45,685-Speed 3333.34 samples/sec Loss 1.6787 LearningRate 0.0293 Epoch: 9 Global Step: 152990 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:48,761-Speed 3329.59 samples/sec Loss 1.6815 LearningRate 0.0293 Epoch: 9 Global Step: 153000 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:51,859-Speed 3306.82 samples/sec Loss 1.6569 LearningRate 0.0293 Epoch: 9 Global Step: 153010 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:25:54,979-Speed 3282.03 samples/sec Loss 1.6315 LearningRate 0.0293 Epoch: 9 Global Step: 153020 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:25:58,063-Speed 3321.06 samples/sec Loss 1.7248 LearningRate 0.0293 Epoch: 9 Global Step: 153030 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:01,157-Speed 3311.25 samples/sec Loss 1.7137 LearningRate 0.0293 Epoch: 9 Global Step: 153040 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:04,239-Speed 3323.46 samples/sec Loss 1.6708 LearningRate 0.0293 Epoch: 9 Global Step: 153050 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:07,328-Speed 3315.96 samples/sec Loss 1.5838 LearningRate 0.0293 Epoch: 9 Global Step: 153060 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:10,411-Speed 3322.47 samples/sec Loss 1.6129 LearningRate 0.0293 Epoch: 9 Global Step: 153070 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:13,482-Speed 3334.64 samples/sec Loss 1.7274 LearningRate 0.0293 Epoch: 9 Global Step: 153080 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:16,556-Speed 3332.55 samples/sec Loss 1.6566 LearningRate 0.0293 Epoch: 9 Global Step: 153090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:19,628-Speed 3334.34 samples/sec Loss 1.6813 LearningRate 0.0293 Epoch: 9 Global Step: 153100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:22,700-Speed 3333.25 samples/sec Loss 1.6258 LearningRate 0.0293 Epoch: 9 Global Step: 153110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:25,873-Speed 3228.06 samples/sec Loss 1.6633 LearningRate 0.0293 Epoch: 9 Global Step: 153120 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:26:28,993-Speed 3283.09 samples/sec Loss 1.6751 LearningRate 0.0293 Epoch: 9 Global Step: 153130 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:26:32,093-Speed 3304.40 samples/sec Loss 1.6559 LearningRate 0.0293 Epoch: 9 Global Step: 153140 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:26:35,198-Speed 3299.11 samples/sec Loss 1.6528 LearningRate 0.0293 Epoch: 9 Global Step: 153150 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:26:38,300-Speed 3301.98 samples/sec Loss 1.6719 LearningRate 0.0293 Epoch: 9 Global Step: 153160 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:26:41,360-Speed 3346.40 samples/sec Loss 1.6808 LearningRate 0.0293 Epoch: 9 Global Step: 153170 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:44,437-Speed 3329.51 samples/sec Loss 1.6553 LearningRate 0.0293 Epoch: 9 Global Step: 153180 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:47,512-Speed 3330.76 samples/sec Loss 1.6685 LearningRate 0.0293 Epoch: 9 Global Step: 153190 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:50,589-Speed 3327.68 samples/sec Loss 1.6601 LearningRate 0.0293 Epoch: 9 Global Step: 153200 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:53,664-Speed 3331.04 samples/sec Loss 1.6819 LearningRate 0.0293 Epoch: 9 Global Step: 153210 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:56,740-Speed 3330.23 samples/sec Loss 1.6888 LearningRate 0.0293 Epoch: 9 Global Step: 153220 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:26:59,822-Speed 3323.42 samples/sec Loss 1.6727 LearningRate 0.0293 Epoch: 9 Global Step: 153230 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:02,902-Speed 3325.46 samples/sec Loss 1.6719 LearningRate 0.0293 Epoch: 9 Global Step: 153240 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:05,976-Speed 3331.61 samples/sec Loss 1.7444 LearningRate 0.0293 Epoch: 9 Global Step: 153250 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:09,052-Speed 3329.25 samples/sec Loss 1.7108 LearningRate 0.0293 Epoch: 9 Global Step: 153260 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:12,132-Speed 3325.95 samples/sec Loss 1.6605 LearningRate 0.0293 Epoch: 9 Global Step: 153270 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:15,234-Speed 3301.65 samples/sec Loss 1.6917 LearningRate 0.0292 Epoch: 9 Global Step: 153280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:18,314-Speed 3326.87 samples/sec Loss 1.6545 LearningRate 0.0292 Epoch: 9 Global Step: 153290 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:21,413-Speed 3304.30 samples/sec Loss 1.6145 LearningRate 0.0292 Epoch: 9 Global Step: 153300 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:24,521-Speed 3296.07 samples/sec Loss 1.6708 LearningRate 0.0292 Epoch: 9 Global Step: 153310 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:27,598-Speed 3328.68 samples/sec Loss 1.6638 LearningRate 0.0292 Epoch: 9 Global Step: 153320 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:30,682-Speed 3321.42 samples/sec Loss 1.6567 LearningRate 0.0292 Epoch: 9 Global Step: 153330 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:33,911-Speed 3171.82 samples/sec Loss 1.6196 LearningRate 0.0292 Epoch: 9 Global Step: 153340 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:27:37,000-Speed 3315.04 samples/sec Loss 1.7157 LearningRate 0.0292 Epoch: 9 Global Step: 153350 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:40,079-Speed 3326.86 samples/sec Loss 1.6348 LearningRate 0.0292 Epoch: 9 Global Step: 153360 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:43,158-Speed 3326.79 samples/sec Loss 1.6659 LearningRate 0.0292 Epoch: 9 Global Step: 153370 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:46,326-Speed 3233.03 samples/sec Loss 1.6769 LearningRate 0.0292 Epoch: 9 Global Step: 153380 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:49,461-Speed 3266.97 samples/sec Loss 1.6309 LearningRate 0.0292 Epoch: 9 Global Step: 153390 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:52,541-Speed 3326.10 samples/sec Loss 1.6621 LearningRate 0.0292 Epoch: 9 Global Step: 153400 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:55,618-Speed 3328.29 samples/sec Loss 1.6437 LearningRate 0.0292 Epoch: 9 Global Step: 153410 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:27:58,714-Speed 3307.96 samples/sec Loss 1.6416 LearningRate 0.0292 Epoch: 9 Global Step: 153420 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:28:01,801-Speed 3318.10 samples/sec Loss 1.6879 LearningRate 0.0292 Epoch: 9 Global Step: 153430 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:28:04,896-Speed 3309.18 samples/sec Loss 1.7163 LearningRate 0.0292 Epoch: 9 Global Step: 153440 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:28:07,998-Speed 3301.87 samples/sec Loss 1.6818 LearningRate 0.0292 Epoch: 9 Global Step: 153450 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:11,079-Speed 3323.75 samples/sec Loss 1.6630 LearningRate 0.0292 Epoch: 9 Global Step: 153460 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:14,207-Speed 3275.79 samples/sec Loss 1.6949 LearningRate 0.0292 Epoch: 9 Global Step: 153470 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:17,334-Speed 3276.10 samples/sec Loss 1.6551 LearningRate 0.0292 Epoch: 9 Global Step: 153480 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:20,432-Speed 3306.00 samples/sec Loss 1.6901 LearningRate 0.0292 Epoch: 9 Global Step: 153490 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:23,561-Speed 3273.36 samples/sec Loss 1.6281 LearningRate 0.0292 Epoch: 9 Global Step: 153500 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:26,642-Speed 3324.69 samples/sec Loss 1.7384 LearningRate 0.0292 Epoch: 9 Global Step: 153510 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:29,732-Speed 3313.97 samples/sec Loss 1.6512 LearningRate 0.0292 Epoch: 9 Global Step: 153520 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:32,822-Speed 3315.40 samples/sec Loss 1.6399 LearningRate 0.0292 Epoch: 9 Global Step: 153530 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:37,743-Speed 2081.02 samples/sec Loss 1.6906 LearningRate 0.0292 Epoch: 9 Global Step: 153540 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:40,827-Speed 3320.30 samples/sec Loss 1.6914 LearningRate 0.0292 Epoch: 9 Global Step: 153550 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:46,518-Speed 1799.89 samples/sec Loss 1.6874 LearningRate 0.0292 Epoch: 9 Global Step: 153560 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:49,593-Speed 3330.26 samples/sec Loss 1.6361 LearningRate 0.0292 Epoch: 9 Global Step: 153570 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:52,668-Speed 3331.51 samples/sec Loss 1.6765 LearningRate 0.0292 Epoch: 9 Global Step: 153580 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:55,748-Speed 3325.49 samples/sec Loss 1.6270 LearningRate 0.0291 Epoch: 9 Global Step: 153590 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:28:58,828-Speed 3325.35 samples/sec Loss 1.6493 LearningRate 0.0291 Epoch: 9 Global Step: 153600 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:29:01,934-Speed 3297.14 samples/sec Loss 1.6907 LearningRate 0.0291 Epoch: 9 Global Step: 153610 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:29:05,037-Speed 3301.49 samples/sec Loss 1.6391 LearningRate 0.0291 Epoch: 9 Global Step: 153620 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:29:08,126-Speed 3315.27 samples/sec Loss 1.7496 LearningRate 0.0291 Epoch: 9 Global Step: 153630 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:11,239-Speed 3290.82 samples/sec Loss 1.7085 LearningRate 0.0291 Epoch: 9 Global Step: 153640 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:14,319-Speed 3325.04 samples/sec Loss 1.6763 LearningRate 0.0291 Epoch: 9 Global Step: 153650 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:17,521-Speed 3198.68 samples/sec Loss 1.7177 LearningRate 0.0291 Epoch: 9 Global Step: 153660 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:20,769-Speed 3154.08 samples/sec Loss 1.6855 LearningRate 0.0291 Epoch: 9 Global Step: 153670 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:23,844-Speed 3330.00 samples/sec Loss 1.6507 LearningRate 0.0291 Epoch: 9 Global Step: 153680 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:26,979-Speed 3267.65 samples/sec Loss 1.6993 LearningRate 0.0291 Epoch: 9 Global Step: 153690 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:30,078-Speed 3304.45 samples/sec Loss 1.6997 LearningRate 0.0291 Epoch: 9 Global Step: 153700 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:33,199-Speed 3282.22 samples/sec Loss 1.7009 LearningRate 0.0291 Epoch: 9 Global Step: 153710 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:36,382-Speed 3217.23 samples/sec Loss 1.6613 LearningRate 0.0291 Epoch: 9 Global Step: 153720 Fp16 Grad Scale: 16384 Required: 19 hours Training: 2022-04-11 15:29:39,500-Speed 3285.54 samples/sec Loss 1.6891 LearningRate 0.0291 Epoch: 9 Global Step: 153730 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:29:42,595-Speed 3309.18 samples/sec Loss 1.7013 LearningRate 0.0291 Epoch: 9 Global Step: 153740 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:29:45,682-Speed 3317.63 samples/sec Loss 1.6620 LearningRate 0.0291 Epoch: 9 Global Step: 153750 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:29:48,782-Speed 3304.02 samples/sec Loss 1.6416 LearningRate 0.0291 Epoch: 9 Global Step: 153760 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:29:51,864-Speed 3323.48 samples/sec Loss 1.6428 LearningRate 0.0291 Epoch: 9 Global Step: 153770 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:29:55,039-Speed 3225.44 samples/sec Loss 1.6724 LearningRate 0.0291 Epoch: 9 Global Step: 153780 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:29:58,117-Speed 3328.40 samples/sec Loss 1.7051 LearningRate 0.0291 Epoch: 9 Global Step: 153790 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:30:01,253-Speed 3265.72 samples/sec Loss 1.7031 LearningRate 0.0291 Epoch: 9 Global Step: 153800 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:30:04,369-Speed 3286.72 samples/sec Loss 1.7378 LearningRate 0.0291 Epoch: 9 Global Step: 153810 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:30:07,457-Speed 3317.12 samples/sec Loss 1.6692 LearningRate 0.0291 Epoch: 9 Global Step: 153820 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:30:10,535-Speed 3327.76 samples/sec Loss 1.6471 LearningRate 0.0291 Epoch: 9 Global Step: 153830 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:13,627-Speed 3312.46 samples/sec Loss 1.6779 LearningRate 0.0291 Epoch: 9 Global Step: 153840 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:16,726-Speed 3304.44 samples/sec Loss 1.6973 LearningRate 0.0291 Epoch: 9 Global Step: 153850 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:19,816-Speed 3316.34 samples/sec Loss 1.6847 LearningRate 0.0291 Epoch: 9 Global Step: 153860 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:22,904-Speed 3317.16 samples/sec Loss 1.6722 LearningRate 0.0291 Epoch: 9 Global Step: 153870 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:25,981-Speed 3328.29 samples/sec Loss 1.7010 LearningRate 0.0291 Epoch: 9 Global Step: 153880 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:29,068-Speed 3317.70 samples/sec Loss 1.7199 LearningRate 0.0291 Epoch: 9 Global Step: 153890 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:32,260-Speed 3208.98 samples/sec Loss 1.7153 LearningRate 0.0290 Epoch: 9 Global Step: 153900 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:35,453-Speed 3208.47 samples/sec Loss 1.6863 LearningRate 0.0290 Epoch: 9 Global Step: 153910 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:38,634-Speed 3219.67 samples/sec Loss 1.7285 LearningRate 0.0290 Epoch: 9 Global Step: 153920 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:30:41,741-Speed 3296.83 samples/sec Loss 1.6400 LearningRate 0.0290 Epoch: 9 Global Step: 153930 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:30:44,822-Speed 3323.73 samples/sec Loss 1.7003 LearningRate 0.0290 Epoch: 9 Global Step: 153940 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:30:47,983-Speed 3241.03 samples/sec Loss 1.6526 LearningRate 0.0290 Epoch: 9 Global Step: 153950 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:30:51,122-Speed 3262.85 samples/sec Loss 1.6872 LearningRate 0.0290 Epoch: 9 Global Step: 153960 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:30:54,266-Speed 3256.76 samples/sec Loss 1.6590 LearningRate 0.0290 Epoch: 9 Global Step: 153970 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:30:57,414-Speed 3253.74 samples/sec Loss 1.6147 LearningRate 0.0290 Epoch: 9 Global Step: 153980 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:31:00,519-Speed 3299.47 samples/sec Loss 1.6804 LearningRate 0.0290 Epoch: 9 Global Step: 153990 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:31:03,609-Speed 3314.15 samples/sec Loss 1.6220 LearningRate 0.0290 Epoch: 9 Global Step: 154000 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:31:47,888-[lfw][154000]XNorm: 22.941242 Training: 2022-04-11 15:31:47,888-[lfw][154000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 15:31:47,889-[lfw][154000]Accuracy-Highest: 0.99817 Training: 2022-04-11 15:32:39,362-[cfp_fp][154000]XNorm: 22.107368 Training: 2022-04-11 15:32:39,363-[cfp_fp][154000]Accuracy-Flip: 0.98814+-0.00527 Training: 2022-04-11 15:32:39,363-[cfp_fp][154000]Accuracy-Highest: 0.98843 Training: 2022-04-11 15:33:23,676-[agedb_30][154000]XNorm: 23.299216 Training: 2022-04-11 15:33:23,677-[agedb_30][154000]Accuracy-Flip: 0.98367+-0.00674 Training: 2022-04-11 15:33:23,677-[agedb_30][154000]Accuracy-Highest: 0.98367 Training: 2022-04-11 15:33:26,771-Speed 71.53 samples/sec Loss 1.7467 LearningRate 0.0290 Epoch: 9 Global Step: 154010 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:33:29,832-Speed 3346.01 samples/sec Loss 1.7330 LearningRate 0.0290 Epoch: 9 Global Step: 154020 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:33:32,884-Speed 3355.96 samples/sec Loss 1.6761 LearningRate 0.0290 Epoch: 9 Global Step: 154030 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:33:35,961-Speed 3328.07 samples/sec Loss 1.6931 LearningRate 0.0290 Epoch: 9 Global Step: 154040 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:33:39,030-Speed 3337.74 samples/sec Loss 1.7553 LearningRate 0.0290 Epoch: 9 Global Step: 154050 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:33:42,104-Speed 3331.06 samples/sec Loss 1.6873 LearningRate 0.0290 Epoch: 9 Global Step: 154060 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:33:45,188-Speed 3322.15 samples/sec Loss 1.6954 LearningRate 0.0290 Epoch: 9 Global Step: 154070 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:33:48,268-Speed 3325.31 samples/sec Loss 1.6667 LearningRate 0.0290 Epoch: 9 Global Step: 154080 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:33:51,364-Speed 3307.86 samples/sec Loss 1.6870 LearningRate 0.0290 Epoch: 9 Global Step: 154090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:33:54,449-Speed 3319.72 samples/sec Loss 1.6786 LearningRate 0.0290 Epoch: 9 Global Step: 154100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:33:57,533-Speed 3321.66 samples/sec Loss 1.7189 LearningRate 0.0290 Epoch: 9 Global Step: 154110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:34:00,620-Speed 3317.91 samples/sec Loss 1.7334 LearningRate 0.0290 Epoch: 9 Global Step: 154120 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:34:03,697-Speed 3328.68 samples/sec Loss 1.7451 LearningRate 0.0290 Epoch: 9 Global Step: 154130 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:34:06,789-Speed 3312.25 samples/sec Loss 1.6696 LearningRate 0.0290 Epoch: 9 Global Step: 154140 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:34:09,931-Speed 3259.91 samples/sec Loss 1.6734 LearningRate 0.0290 Epoch: 9 Global Step: 154150 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:34:13,203-Speed 3129.79 samples/sec Loss 1.6371 LearningRate 0.0290 Epoch: 9 Global Step: 154160 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:16,473-Speed 3132.91 samples/sec Loss 1.6491 LearningRate 0.0290 Epoch: 9 Global Step: 154170 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:19,729-Speed 3145.33 samples/sec Loss 1.7380 LearningRate 0.0290 Epoch: 9 Global Step: 154180 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:22,804-Speed 3331.44 samples/sec Loss 1.7262 LearningRate 0.0290 Epoch: 9 Global Step: 154190 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:25,998-Speed 3206.61 samples/sec Loss 1.7065 LearningRate 0.0290 Epoch: 9 Global Step: 154200 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:29,095-Speed 3307.01 samples/sec Loss 1.6858 LearningRate 0.0289 Epoch: 9 Global Step: 154210 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:32,173-Speed 3327.42 samples/sec Loss 1.6729 LearningRate 0.0289 Epoch: 9 Global Step: 154220 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:35,254-Speed 3324.39 samples/sec Loss 1.6945 LearningRate 0.0289 Epoch: 9 Global Step: 154230 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:38,373-Speed 3284.11 samples/sec Loss 1.7309 LearningRate 0.0289 Epoch: 9 Global Step: 154240 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:41,488-Speed 3287.06 samples/sec Loss 1.7049 LearningRate 0.0289 Epoch: 9 Global Step: 154250 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:44,617-Speed 3274.36 samples/sec Loss 1.6585 LearningRate 0.0289 Epoch: 9 Global Step: 154260 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:34:47,721-Speed 3299.53 samples/sec Loss 1.7217 LearningRate 0.0289 Epoch: 9 Global Step: 154270 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:34:50,795-Speed 3331.95 samples/sec Loss 1.6906 LearningRate 0.0289 Epoch: 9 Global Step: 154280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:34:53,868-Speed 3332.36 samples/sec Loss 1.6742 LearningRate 0.0289 Epoch: 9 Global Step: 154290 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:34:56,958-Speed 3314.95 samples/sec Loss 1.7166 LearningRate 0.0289 Epoch: 9 Global Step: 154300 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:00,052-Speed 3310.52 samples/sec Loss 1.7309 LearningRate 0.0289 Epoch: 9 Global Step: 154310 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:03,141-Speed 3315.24 samples/sec Loss 1.7141 LearningRate 0.0289 Epoch: 9 Global Step: 154320 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:06,234-Speed 3311.78 samples/sec Loss 1.7121 LearningRate 0.0289 Epoch: 9 Global Step: 154330 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:09,362-Speed 3275.18 samples/sec Loss 1.6602 LearningRate 0.0289 Epoch: 9 Global Step: 154340 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:12,446-Speed 3321.19 samples/sec Loss 1.7079 LearningRate 0.0289 Epoch: 9 Global Step: 154350 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:15,525-Speed 3326.27 samples/sec Loss 1.6879 LearningRate 0.0289 Epoch: 9 Global Step: 154360 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:18,646-Speed 3281.24 samples/sec Loss 1.7011 LearningRate 0.0289 Epoch: 9 Global Step: 154370 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:21,735-Speed 3316.17 samples/sec Loss 1.6540 LearningRate 0.0289 Epoch: 9 Global Step: 154380 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:24,819-Speed 3320.67 samples/sec Loss 1.7520 LearningRate 0.0289 Epoch: 9 Global Step: 154390 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:27,907-Speed 3316.16 samples/sec Loss 1.6620 LearningRate 0.0289 Epoch: 9 Global Step: 154400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:31,036-Speed 3273.32 samples/sec Loss 1.6937 LearningRate 0.0289 Epoch: 9 Global Step: 154410 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:34,246-Speed 3190.69 samples/sec Loss 1.7010 LearningRate 0.0289 Epoch: 9 Global Step: 154420 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:37,339-Speed 3312.64 samples/sec Loss 1.7011 LearningRate 0.0289 Epoch: 9 Global Step: 154430 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:40,416-Speed 3328.65 samples/sec Loss 1.6936 LearningRate 0.0289 Epoch: 9 Global Step: 154440 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:43,505-Speed 3315.68 samples/sec Loss 1.6557 LearningRate 0.0289 Epoch: 9 Global Step: 154450 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:46,596-Speed 3313.09 samples/sec Loss 1.7433 LearningRate 0.0289 Epoch: 9 Global Step: 154460 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:35:49,669-Speed 3332.94 samples/sec Loss 1.7254 LearningRate 0.0289 Epoch: 9 Global Step: 154470 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:52,780-Speed 3292.67 samples/sec Loss 1.6757 LearningRate 0.0289 Epoch: 9 Global Step: 154480 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:55,859-Speed 3325.83 samples/sec Loss 1.6673 LearningRate 0.0289 Epoch: 9 Global Step: 154490 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:35:58,946-Speed 3317.94 samples/sec Loss 1.7123 LearningRate 0.0289 Epoch: 9 Global Step: 154500 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:36:02,026-Speed 3325.36 samples/sec Loss 1.7271 LearningRate 0.0289 Epoch: 9 Global Step: 154510 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:36:05,121-Speed 3310.14 samples/sec Loss 1.6901 LearningRate 0.0288 Epoch: 9 Global Step: 154520 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:36:08,209-Speed 3316.09 samples/sec Loss 1.6532 LearningRate 0.0288 Epoch: 9 Global Step: 154530 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:36:11,328-Speed 3284.53 samples/sec Loss 1.7430 LearningRate 0.0288 Epoch: 9 Global Step: 154540 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:36:14,416-Speed 3315.86 samples/sec Loss 1.6964 LearningRate 0.0288 Epoch: 9 Global Step: 154550 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:36:17,603-Speed 3214.59 samples/sec Loss 1.6833 LearningRate 0.0288 Epoch: 9 Global Step: 154560 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:36:20,720-Speed 3286.03 samples/sec Loss 1.7228 LearningRate 0.0288 Epoch: 9 Global Step: 154570 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:23,854-Speed 3267.88 samples/sec Loss 1.7625 LearningRate 0.0288 Epoch: 9 Global Step: 154580 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:27,076-Speed 3178.15 samples/sec Loss 1.7193 LearningRate 0.0288 Epoch: 9 Global Step: 154590 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:30,216-Speed 3262.07 samples/sec Loss 1.7190 LearningRate 0.0288 Epoch: 9 Global Step: 154600 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:33,302-Speed 3319.03 samples/sec Loss 1.7140 LearningRate 0.0288 Epoch: 9 Global Step: 154610 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:36,427-Speed 3278.46 samples/sec Loss 1.7133 LearningRate 0.0288 Epoch: 9 Global Step: 154620 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:39,603-Speed 3224.22 samples/sec Loss 1.7535 LearningRate 0.0288 Epoch: 9 Global Step: 154630 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:42,737-Speed 3268.55 samples/sec Loss 1.7615 LearningRate 0.0288 Epoch: 9 Global Step: 154640 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:45,936-Speed 3201.63 samples/sec Loss 1.6983 LearningRate 0.0288 Epoch: 9 Global Step: 154650 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:49,055-Speed 3283.22 samples/sec Loss 1.7438 LearningRate 0.0288 Epoch: 9 Global Step: 154660 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:52,191-Speed 3266.48 samples/sec Loss 1.7571 LearningRate 0.0288 Epoch: 9 Global Step: 154670 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:36:55,381-Speed 3210.36 samples/sec Loss 1.7027 LearningRate 0.0288 Epoch: 9 Global Step: 154680 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:36:58,554-Speed 3228.74 samples/sec Loss 1.7562 LearningRate 0.0288 Epoch: 9 Global Step: 154690 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:37:01,635-Speed 3324.21 samples/sec Loss 1.7206 LearningRate 0.0288 Epoch: 9 Global Step: 154700 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:04,728-Speed 3311.78 samples/sec Loss 1.7413 LearningRate 0.0288 Epoch: 9 Global Step: 154710 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:07,816-Speed 3316.29 samples/sec Loss 1.7507 LearningRate 0.0288 Epoch: 9 Global Step: 154720 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:10,925-Speed 3294.38 samples/sec Loss 1.6588 LearningRate 0.0288 Epoch: 9 Global Step: 154730 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:14,001-Speed 3329.28 samples/sec Loss 1.7003 LearningRate 0.0288 Epoch: 9 Global Step: 154740 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:17,066-Speed 3341.93 samples/sec Loss 1.7799 LearningRate 0.0288 Epoch: 9 Global Step: 154750 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:20,143-Speed 3328.76 samples/sec Loss 1.7338 LearningRate 0.0288 Epoch: 9 Global Step: 154760 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:23,233-Speed 3315.47 samples/sec Loss 1.6895 LearningRate 0.0288 Epoch: 9 Global Step: 154770 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:26,341-Speed 3294.78 samples/sec Loss 1.7442 LearningRate 0.0288 Epoch: 9 Global Step: 154780 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:29,436-Speed 3310.17 samples/sec Loss 1.7929 LearningRate 0.0288 Epoch: 9 Global Step: 154790 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:32,513-Speed 3328.54 samples/sec Loss 1.7233 LearningRate 0.0288 Epoch: 9 Global Step: 154800 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:35,594-Speed 3324.04 samples/sec Loss 1.7162 LearningRate 0.0288 Epoch: 9 Global Step: 154810 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:38,816-Speed 3178.78 samples/sec Loss 1.7333 LearningRate 0.0288 Epoch: 9 Global Step: 154820 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:41,912-Speed 3308.46 samples/sec Loss 1.7155 LearningRate 0.0287 Epoch: 9 Global Step: 154830 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:44,991-Speed 3325.58 samples/sec Loss 1.6952 LearningRate 0.0287 Epoch: 9 Global Step: 154840 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 15:37:48,108-Speed 3286.57 samples/sec Loss 1.7613 LearningRate 0.0287 Epoch: 9 Global Step: 154850 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:51,195-Speed 3317.70 samples/sec Loss 1.6888 LearningRate 0.0287 Epoch: 9 Global Step: 154860 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:54,270-Speed 3330.95 samples/sec Loss 1.7574 LearningRate 0.0287 Epoch: 9 Global Step: 154870 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:37:57,359-Speed 3315.53 samples/sec Loss 1.7180 LearningRate 0.0287 Epoch: 9 Global Step: 154880 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:00,441-Speed 3323.13 samples/sec Loss 1.7010 LearningRate 0.0287 Epoch: 9 Global Step: 154890 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:03,535-Speed 3310.81 samples/sec Loss 1.7737 LearningRate 0.0287 Epoch: 9 Global Step: 154900 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:06,619-Speed 3320.49 samples/sec Loss 1.7099 LearningRate 0.0287 Epoch: 9 Global Step: 154910 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:09,713-Speed 3310.45 samples/sec Loss 1.7487 LearningRate 0.0287 Epoch: 9 Global Step: 154920 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:12,809-Speed 3308.92 samples/sec Loss 1.7169 LearningRate 0.0287 Epoch: 9 Global Step: 154930 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:15,888-Speed 3326.26 samples/sec Loss 1.7213 LearningRate 0.0287 Epoch: 9 Global Step: 154940 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:18,973-Speed 3321.00 samples/sec Loss 1.8087 LearningRate 0.0287 Epoch: 9 Global Step: 154950 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:22,094-Speed 3281.70 samples/sec Loss 1.7326 LearningRate 0.0287 Epoch: 9 Global Step: 154960 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:25,185-Speed 3312.79 samples/sec Loss 1.6612 LearningRate 0.0287 Epoch: 9 Global Step: 154970 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:28,266-Speed 3324.45 samples/sec Loss 1.7111 LearningRate 0.0287 Epoch: 9 Global Step: 154980 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:31,343-Speed 3329.04 samples/sec Loss 1.7241 LearningRate 0.0287 Epoch: 9 Global Step: 154990 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:34,431-Speed 3316.16 samples/sec Loss 1.7852 LearningRate 0.0287 Epoch: 9 Global Step: 155000 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:37,510-Speed 3326.43 samples/sec Loss 1.7418 LearningRate 0.0287 Epoch: 9 Global Step: 155010 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:40,598-Speed 3317.31 samples/sec Loss 1.6999 LearningRate 0.0287 Epoch: 9 Global Step: 155020 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:43,676-Speed 3327.82 samples/sec Loss 1.7123 LearningRate 0.0287 Epoch: 9 Global Step: 155030 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:46,754-Speed 3328.16 samples/sec Loss 1.7150 LearningRate 0.0287 Epoch: 9 Global Step: 155040 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:49,818-Speed 3342.17 samples/sec Loss 1.7710 LearningRate 0.0287 Epoch: 9 Global Step: 155050 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:52,900-Speed 3323.61 samples/sec Loss 1.7314 LearningRate 0.0287 Epoch: 9 Global Step: 155060 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:55,992-Speed 3311.68 samples/sec Loss 1.6968 LearningRate 0.0287 Epoch: 9 Global Step: 155070 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:38:59,098-Speed 3298.23 samples/sec Loss 1.7033 LearningRate 0.0287 Epoch: 9 Global Step: 155080 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:39:02,290-Speed 3208.50 samples/sec Loss 1.7340 LearningRate 0.0287 Epoch: 9 Global Step: 155090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:39:05,380-Speed 3314.38 samples/sec Loss 1.7508 LearningRate 0.0287 Epoch: 9 Global Step: 155100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:39:08,478-Speed 3305.65 samples/sec Loss 1.6937 LearningRate 0.0287 Epoch: 9 Global Step: 155110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:39:11,569-Speed 3314.46 samples/sec Loss 1.7026 LearningRate 0.0287 Epoch: 9 Global Step: 155120 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:39:14,709-Speed 3261.86 samples/sec Loss 1.7724 LearningRate 0.0287 Epoch: 9 Global Step: 155130 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:39:17,878-Speed 3231.86 samples/sec Loss 1.7984 LearningRate 0.0287 Epoch: 9 Global Step: 155140 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:39:20,960-Speed 3323.70 samples/sec Loss 1.7544 LearningRate 0.0286 Epoch: 9 Global Step: 155150 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:24,050-Speed 3314.71 samples/sec Loss 1.7340 LearningRate 0.0286 Epoch: 9 Global Step: 155160 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:27,136-Speed 3319.10 samples/sec Loss 1.6751 LearningRate 0.0286 Epoch: 9 Global Step: 155170 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:30,269-Speed 3269.06 samples/sec Loss 1.7648 LearningRate 0.0286 Epoch: 9 Global Step: 155180 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:33,361-Speed 3312.13 samples/sec Loss 1.6978 LearningRate 0.0286 Epoch: 9 Global Step: 155190 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:36,441-Speed 3325.82 samples/sec Loss 1.7795 LearningRate 0.0286 Epoch: 9 Global Step: 155200 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:39,521-Speed 3325.68 samples/sec Loss 1.7832 LearningRate 0.0286 Epoch: 9 Global Step: 155210 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:42,629-Speed 3295.61 samples/sec Loss 1.6949 LearningRate 0.0286 Epoch: 9 Global Step: 155220 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:45,704-Speed 3330.58 samples/sec Loss 1.7256 LearningRate 0.0286 Epoch: 9 Global Step: 155230 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:48,813-Speed 3294.11 samples/sec Loss 1.7081 LearningRate 0.0286 Epoch: 9 Global Step: 155240 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:51,935-Speed 3280.94 samples/sec Loss 1.6788 LearningRate 0.0286 Epoch: 9 Global Step: 155250 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:55,025-Speed 3314.05 samples/sec Loss 1.7393 LearningRate 0.0286 Epoch: 9 Global Step: 155260 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:39:58,113-Speed 3316.82 samples/sec Loss 1.7759 LearningRate 0.0286 Epoch: 9 Global Step: 155270 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:01,195-Speed 3323.50 samples/sec Loss 1.7136 LearningRate 0.0286 Epoch: 9 Global Step: 155280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:04,279-Speed 3321.12 samples/sec Loss 1.7545 LearningRate 0.0286 Epoch: 9 Global Step: 155290 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:07,358-Speed 3326.68 samples/sec Loss 1.7111 LearningRate 0.0286 Epoch: 9 Global Step: 155300 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:10,437-Speed 3326.97 samples/sec Loss 1.8036 LearningRate 0.0286 Epoch: 9 Global Step: 155310 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:13,518-Speed 3323.76 samples/sec Loss 1.7172 LearningRate 0.0286 Epoch: 9 Global Step: 155320 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:16,597-Speed 3327.47 samples/sec Loss 1.7113 LearningRate 0.0286 Epoch: 9 Global Step: 155330 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:19,709-Speed 3291.06 samples/sec Loss 1.7511 LearningRate 0.0286 Epoch: 9 Global Step: 155340 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:22,800-Speed 3312.76 samples/sec Loss 1.7457 LearningRate 0.0286 Epoch: 9 Global Step: 155350 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:40:25,873-Speed 3333.03 samples/sec Loss 1.7440 LearningRate 0.0286 Epoch: 9 Global Step: 155360 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:28,954-Speed 3324.64 samples/sec Loss 1.7540 LearningRate 0.0286 Epoch: 9 Global Step: 155370 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:32,046-Speed 3311.91 samples/sec Loss 1.7237 LearningRate 0.0286 Epoch: 9 Global Step: 155380 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:35,135-Speed 3316.47 samples/sec Loss 1.7791 LearningRate 0.0286 Epoch: 9 Global Step: 155390 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:38,276-Speed 3261.41 samples/sec Loss 1.6676 LearningRate 0.0286 Epoch: 9 Global Step: 155400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:41,390-Speed 3288.46 samples/sec Loss 1.8002 LearningRate 0.0286 Epoch: 9 Global Step: 155410 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:44,498-Speed 3296.25 samples/sec Loss 1.7722 LearningRate 0.0286 Epoch: 9 Global Step: 155420 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:47,585-Speed 3317.81 samples/sec Loss 1.7304 LearningRate 0.0286 Epoch: 9 Global Step: 155430 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:50,678-Speed 3310.87 samples/sec Loss 1.6875 LearningRate 0.0286 Epoch: 9 Global Step: 155440 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:53,776-Speed 3306.37 samples/sec Loss 1.7689 LearningRate 0.0286 Epoch: 9 Global Step: 155450 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:40:57,004-Speed 3172.53 samples/sec Loss 1.7477 LearningRate 0.0285 Epoch: 9 Global Step: 155460 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:00,205-Speed 3212.88 samples/sec Loss 1.7636 LearningRate 0.0285 Epoch: 9 Global Step: 155470 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:03,302-Speed 3307.38 samples/sec Loss 1.7570 LearningRate 0.0285 Epoch: 9 Global Step: 155480 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:06,419-Speed 3285.93 samples/sec Loss 1.8004 LearningRate 0.0285 Epoch: 9 Global Step: 155490 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:09,509-Speed 3314.26 samples/sec Loss 1.7791 LearningRate 0.0285 Epoch: 9 Global Step: 155500 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:12,639-Speed 3272.28 samples/sec Loss 1.7136 LearningRate 0.0285 Epoch: 9 Global Step: 155510 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:15,763-Speed 3278.15 samples/sec Loss 1.7420 LearningRate 0.0285 Epoch: 9 Global Step: 155520 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:18,845-Speed 3323.32 samples/sec Loss 1.7152 LearningRate 0.0285 Epoch: 9 Global Step: 155530 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:21,929-Speed 3320.99 samples/sec Loss 1.7240 LearningRate 0.0285 Epoch: 9 Global Step: 155540 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:25,102-Speed 3228.77 samples/sec Loss 1.6933 LearningRate 0.0285 Epoch: 9 Global Step: 155550 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:28,247-Speed 3256.71 samples/sec Loss 1.6805 LearningRate 0.0285 Epoch: 9 Global Step: 155560 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:31,388-Speed 3261.37 samples/sec Loss 1.7208 LearningRate 0.0285 Epoch: 9 Global Step: 155570 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:34,517-Speed 3273.18 samples/sec Loss 1.7564 LearningRate 0.0285 Epoch: 9 Global Step: 155580 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:37,629-Speed 3290.69 samples/sec Loss 1.7360 LearningRate 0.0285 Epoch: 9 Global Step: 155590 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:40,773-Speed 3258.25 samples/sec Loss 1.7525 LearningRate 0.0285 Epoch: 9 Global Step: 155600 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:43,917-Speed 3257.28 samples/sec Loss 1.7165 LearningRate 0.0285 Epoch: 9 Global Step: 155610 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:47,092-Speed 3226.00 samples/sec Loss 1.7917 LearningRate 0.0285 Epoch: 9 Global Step: 155620 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:50,181-Speed 3315.43 samples/sec Loss 1.7196 LearningRate 0.0285 Epoch: 9 Global Step: 155630 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:53,329-Speed 3254.05 samples/sec Loss 1.7583 LearningRate 0.0285 Epoch: 9 Global Step: 155640 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:56,445-Speed 3286.68 samples/sec Loss 1.7421 LearningRate 0.0285 Epoch: 9 Global Step: 155650 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:41:59,527-Speed 3323.92 samples/sec Loss 1.8292 LearningRate 0.0285 Epoch: 9 Global Step: 155660 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:02,616-Speed 3315.12 samples/sec Loss 1.7776 LearningRate 0.0285 Epoch: 9 Global Step: 155670 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:05,694-Speed 3328.51 samples/sec Loss 1.7209 LearningRate 0.0285 Epoch: 9 Global Step: 155680 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:08,786-Speed 3312.30 samples/sec Loss 1.7608 LearningRate 0.0285 Epoch: 9 Global Step: 155690 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:11,862-Speed 3329.93 samples/sec Loss 1.7500 LearningRate 0.0285 Epoch: 9 Global Step: 155700 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:14,941-Speed 3325.48 samples/sec Loss 1.7240 LearningRate 0.0285 Epoch: 9 Global Step: 155710 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:18,048-Speed 3297.33 samples/sec Loss 1.7190 LearningRate 0.0285 Epoch: 9 Global Step: 155720 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:21,146-Speed 3306.60 samples/sec Loss 1.7300 LearningRate 0.0285 Epoch: 9 Global Step: 155730 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:24,280-Speed 3267.93 samples/sec Loss 1.7534 LearningRate 0.0285 Epoch: 9 Global Step: 155740 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:27,362-Speed 3323.21 samples/sec Loss 1.7383 LearningRate 0.0285 Epoch: 9 Global Step: 155750 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:30,454-Speed 3312.82 samples/sec Loss 1.7654 LearningRate 0.0285 Epoch: 9 Global Step: 155760 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:33,576-Speed 3280.00 samples/sec Loss 1.7069 LearningRate 0.0284 Epoch: 9 Global Step: 155770 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:36,732-Speed 3245.21 samples/sec Loss 1.7536 LearningRate 0.0284 Epoch: 9 Global Step: 155780 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:39,828-Speed 3308.97 samples/sec Loss 1.7369 LearningRate 0.0284 Epoch: 9 Global Step: 155790 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:42,922-Speed 3309.38 samples/sec Loss 1.7960 LearningRate 0.0284 Epoch: 9 Global Step: 155800 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:46,016-Speed 3310.87 samples/sec Loss 1.7299 LearningRate 0.0284 Epoch: 9 Global Step: 155810 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:49,118-Speed 3301.93 samples/sec Loss 1.7574 LearningRate 0.0284 Epoch: 9 Global Step: 155820 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:52,258-Speed 3262.11 samples/sec Loss 1.7816 LearningRate 0.0284 Epoch: 9 Global Step: 155830 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:55,411-Speed 3248.29 samples/sec Loss 1.7186 LearningRate 0.0284 Epoch: 9 Global Step: 155840 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:42:58,502-Speed 3314.08 samples/sec Loss 1.7538 LearningRate 0.0284 Epoch: 9 Global Step: 155850 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:01,584-Speed 3322.89 samples/sec Loss 1.7734 LearningRate 0.0284 Epoch: 9 Global Step: 155860 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:43:04,669-Speed 3320.74 samples/sec Loss 1.7012 LearningRate 0.0284 Epoch: 9 Global Step: 155870 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:43:07,750-Speed 3323.95 samples/sec Loss 1.7396 LearningRate 0.0284 Epoch: 9 Global Step: 155880 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:43:10,845-Speed 3309.43 samples/sec Loss 1.7220 LearningRate 0.0284 Epoch: 9 Global Step: 155890 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:43:13,913-Speed 3338.85 samples/sec Loss 1.7678 LearningRate 0.0284 Epoch: 9 Global Step: 155900 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:16,993-Speed 3325.22 samples/sec Loss 1.7677 LearningRate 0.0284 Epoch: 9 Global Step: 155910 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:20,084-Speed 3313.76 samples/sec Loss 1.7587 LearningRate 0.0284 Epoch: 9 Global Step: 155920 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:23,202-Speed 3284.58 samples/sec Loss 1.6833 LearningRate 0.0284 Epoch: 9 Global Step: 155930 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:26,353-Speed 3250.09 samples/sec Loss 1.6964 LearningRate 0.0284 Epoch: 9 Global Step: 155940 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:29,449-Speed 3308.71 samples/sec Loss 1.7479 LearningRate 0.0284 Epoch: 9 Global Step: 155950 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:32,589-Speed 3261.70 samples/sec Loss 1.7305 LearningRate 0.0284 Epoch: 9 Global Step: 155960 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:35,681-Speed 3313.09 samples/sec Loss 1.7969 LearningRate 0.0284 Epoch: 9 Global Step: 155970 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:38,779-Speed 3305.76 samples/sec Loss 1.7008 LearningRate 0.0284 Epoch: 9 Global Step: 155980 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:41,857-Speed 3327.83 samples/sec Loss 1.7597 LearningRate 0.0284 Epoch: 9 Global Step: 155990 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:43:44,969-Speed 3291.44 samples/sec Loss 1.7278 LearningRate 0.0284 Epoch: 9 Global Step: 156000 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:44:29,002-[lfw][156000]XNorm: 22.824285 Training: 2022-04-11 15:44:29,003-[lfw][156000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 15:44:29,003-[lfw][156000]Accuracy-Highest: 0.99817 Training: 2022-04-11 15:45:20,102-[cfp_fp][156000]XNorm: 22.534845 Training: 2022-04-11 15:45:20,103-[cfp_fp][156000]Accuracy-Flip: 0.98971+-0.00413 Training: 2022-04-11 15:45:20,103-[cfp_fp][156000]Accuracy-Highest: 0.98971 Training: 2022-04-11 15:46:04,095-[agedb_30][156000]XNorm: 23.496499 Training: 2022-04-11 15:46:04,096-[agedb_30][156000]Accuracy-Flip: 0.98400+-0.00696 Training: 2022-04-11 15:46:04,096-[agedb_30][156000]Accuracy-Highest: 0.98400 Training: 2022-04-11 15:46:07,238-Speed 71.98 samples/sec Loss 1.7605 LearningRate 0.0284 Epoch: 9 Global Step: 156010 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:10,311-Speed 3333.00 samples/sec Loss 1.7254 LearningRate 0.0284 Epoch: 9 Global Step: 156020 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:13,378-Speed 3339.51 samples/sec Loss 1.7221 LearningRate 0.0284 Epoch: 9 Global Step: 156030 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:16,445-Speed 3338.79 samples/sec Loss 1.7463 LearningRate 0.0284 Epoch: 9 Global Step: 156040 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:19,523-Speed 3327.73 samples/sec Loss 1.8120 LearningRate 0.0284 Epoch: 9 Global Step: 156050 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:22,595-Speed 3333.64 samples/sec Loss 1.7147 LearningRate 0.0284 Epoch: 9 Global Step: 156060 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:25,665-Speed 3337.09 samples/sec Loss 1.7081 LearningRate 0.0284 Epoch: 9 Global Step: 156070 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:28,796-Speed 3271.22 samples/sec Loss 1.8071 LearningRate 0.0283 Epoch: 9 Global Step: 156080 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:46:31,897-Speed 3302.71 samples/sec Loss 1.7143 LearningRate 0.0283 Epoch: 9 Global Step: 156090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:35,082-Speed 3215.51 samples/sec Loss 1.7800 LearningRate 0.0283 Epoch: 9 Global Step: 156100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:38,159-Speed 3328.42 samples/sec Loss 1.7544 LearningRate 0.0283 Epoch: 9 Global Step: 156110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:41,249-Speed 3315.16 samples/sec Loss 1.7312 LearningRate 0.0283 Epoch: 9 Global Step: 156120 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:44,339-Speed 3314.13 samples/sec Loss 1.8142 LearningRate 0.0283 Epoch: 9 Global Step: 156130 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:47,428-Speed 3316.75 samples/sec Loss 1.7686 LearningRate 0.0283 Epoch: 9 Global Step: 156140 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:50,541-Speed 3289.86 samples/sec Loss 1.7533 LearningRate 0.0283 Epoch: 9 Global Step: 156150 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:53,664-Speed 3279.37 samples/sec Loss 1.7459 LearningRate 0.0283 Epoch: 9 Global Step: 156160 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:56,753-Speed 3315.86 samples/sec Loss 1.7774 LearningRate 0.0283 Epoch: 9 Global Step: 156170 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:46:59,830-Speed 3328.27 samples/sec Loss 1.7301 LearningRate 0.0283 Epoch: 9 Global Step: 156180 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:02,931-Speed 3303.37 samples/sec Loss 1.7617 LearningRate 0.0283 Epoch: 9 Global Step: 156190 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:06,014-Speed 3321.93 samples/sec Loss 1.7376 LearningRate 0.0283 Epoch: 9 Global Step: 156200 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:09,100-Speed 3319.44 samples/sec Loss 1.7792 LearningRate 0.0283 Epoch: 9 Global Step: 156210 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:12,190-Speed 3315.30 samples/sec Loss 1.8131 LearningRate 0.0283 Epoch: 9 Global Step: 156220 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:15,278-Speed 3316.60 samples/sec Loss 1.7720 LearningRate 0.0283 Epoch: 9 Global Step: 156230 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:18,384-Speed 3333.91 samples/sec Loss 1.7635 LearningRate 0.0283 Epoch: 9 Global Step: 156240 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:21,526-Speed 3259.74 samples/sec Loss 1.8008 LearningRate 0.0283 Epoch: 9 Global Step: 156250 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:24,664-Speed 3264.41 samples/sec Loss 1.7630 LearningRate 0.0283 Epoch: 9 Global Step: 156260 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:27,750-Speed 3318.23 samples/sec Loss 1.7405 LearningRate 0.0283 Epoch: 9 Global Step: 156270 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:30,941-Speed 3210.18 samples/sec Loss 1.7937 LearningRate 0.0283 Epoch: 9 Global Step: 156280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:47:34,045-Speed 3300.15 samples/sec Loss 1.7550 LearningRate 0.0283 Epoch: 9 Global Step: 156290 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:37,207-Speed 3238.83 samples/sec Loss 1.7547 LearningRate 0.0283 Epoch: 9 Global Step: 156300 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:40,285-Speed 3327.74 samples/sec Loss 1.7821 LearningRate 0.0283 Epoch: 9 Global Step: 156310 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:43,370-Speed 3320.75 samples/sec Loss 1.7560 LearningRate 0.0283 Epoch: 9 Global Step: 156320 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:46,500-Speed 3271.29 samples/sec Loss 1.7787 LearningRate 0.0283 Epoch: 9 Global Step: 156330 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:49,587-Speed 3318.74 samples/sec Loss 1.7657 LearningRate 0.0283 Epoch: 9 Global Step: 156340 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:52,688-Speed 3303.33 samples/sec Loss 1.7825 LearningRate 0.0283 Epoch: 9 Global Step: 156350 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:55,852-Speed 3236.47 samples/sec Loss 1.7691 LearningRate 0.0283 Epoch: 9 Global Step: 156360 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:47:58,995-Speed 3259.57 samples/sec Loss 1.6931 LearningRate 0.0283 Epoch: 9 Global Step: 156370 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:02,150-Speed 3245.74 samples/sec Loss 1.8339 LearningRate 0.0283 Epoch: 9 Global Step: 156380 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:05,234-Speed 3321.89 samples/sec Loss 1.8170 LearningRate 0.0283 Epoch: 9 Global Step: 156390 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:08,316-Speed 3322.44 samples/sec Loss 1.7812 LearningRate 0.0282 Epoch: 9 Global Step: 156400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:11,413-Speed 3307.46 samples/sec Loss 1.7336 LearningRate 0.0282 Epoch: 9 Global Step: 156410 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:14,496-Speed 3322.31 samples/sec Loss 1.7787 LearningRate 0.0282 Epoch: 9 Global Step: 156420 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:17,576-Speed 3325.17 samples/sec Loss 1.7395 LearningRate 0.0282 Epoch: 9 Global Step: 156430 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:20,659-Speed 3322.64 samples/sec Loss 1.7193 LearningRate 0.0282 Epoch: 9 Global Step: 156440 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:23,747-Speed 3316.29 samples/sec Loss 1.7679 LearningRate 0.0282 Epoch: 9 Global Step: 156450 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:26,825-Speed 3328.18 samples/sec Loss 1.7364 LearningRate 0.0282 Epoch: 9 Global Step: 156460 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:48:29,889-Speed 3342.56 samples/sec Loss 1.7582 LearningRate 0.0282 Epoch: 9 Global Step: 156470 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:32,972-Speed 3321.97 samples/sec Loss 1.6895 LearningRate 0.0282 Epoch: 9 Global Step: 156480 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:36,055-Speed 3322.47 samples/sec Loss 1.7184 LearningRate 0.0282 Epoch: 9 Global Step: 156490 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:39,150-Speed 3309.26 samples/sec Loss 1.7856 LearningRate 0.0282 Epoch: 9 Global Step: 156500 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:42,246-Speed 3308.24 samples/sec Loss 1.7287 LearningRate 0.0282 Epoch: 9 Global Step: 156510 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:45,351-Speed 3298.68 samples/sec Loss 1.7896 LearningRate 0.0282 Epoch: 9 Global Step: 156520 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:48,452-Speed 3303.18 samples/sec Loss 1.7435 LearningRate 0.0282 Epoch: 9 Global Step: 156530 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:51,555-Speed 3301.15 samples/sec Loss 1.7608 LearningRate 0.0282 Epoch: 9 Global Step: 156540 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:54,637-Speed 3322.92 samples/sec Loss 1.7381 LearningRate 0.0282 Epoch: 9 Global Step: 156550 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:48:57,725-Speed 3316.69 samples/sec Loss 1.7310 LearningRate 0.0282 Epoch: 9 Global Step: 156560 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:49:00,870-Speed 3256.18 samples/sec Loss 1.8035 LearningRate 0.0282 Epoch: 9 Global Step: 156570 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:03,951-Speed 3324.90 samples/sec Loss 1.7526 LearningRate 0.0282 Epoch: 9 Global Step: 156580 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:07,031-Speed 3325.20 samples/sec Loss 1.8364 LearningRate 0.0282 Epoch: 9 Global Step: 156590 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:10,136-Speed 3298.93 samples/sec Loss 1.7709 LearningRate 0.0282 Epoch: 9 Global Step: 156600 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:13,259-Speed 3279.43 samples/sec Loss 1.7547 LearningRate 0.0282 Epoch: 9 Global Step: 156610 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:16,342-Speed 3322.44 samples/sec Loss 1.7459 LearningRate 0.0282 Epoch: 9 Global Step: 156620 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:19,419-Speed 3328.46 samples/sec Loss 1.7782 LearningRate 0.0282 Epoch: 9 Global Step: 156630 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:22,496-Speed 3328.74 samples/sec Loss 1.7554 LearningRate 0.0282 Epoch: 9 Global Step: 156640 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:25,586-Speed 3315.14 samples/sec Loss 1.7276 LearningRate 0.0282 Epoch: 9 Global Step: 156650 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:28,667-Speed 3324.38 samples/sec Loss 1.7991 LearningRate 0.0282 Epoch: 9 Global Step: 156660 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:31,744-Speed 3328.08 samples/sec Loss 1.8406 LearningRate 0.0282 Epoch: 9 Global Step: 156670 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:49:34,958-Speed 3186.77 samples/sec Loss 1.6792 LearningRate 0.0282 Epoch: 9 Global Step: 156680 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:38,226-Speed 3134.21 samples/sec Loss 1.7563 LearningRate 0.0282 Epoch: 9 Global Step: 156690 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:41,366-Speed 3261.44 samples/sec Loss 1.8182 LearningRate 0.0282 Epoch: 9 Global Step: 156700 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:44,451-Speed 3320.28 samples/sec Loss 1.7612 LearningRate 0.0281 Epoch: 9 Global Step: 156710 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:47,530-Speed 3327.00 samples/sec Loss 1.7638 LearningRate 0.0281 Epoch: 9 Global Step: 156720 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:50,608-Speed 3327.71 samples/sec Loss 1.7458 LearningRate 0.0281 Epoch: 9 Global Step: 156730 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:53,683-Speed 3330.46 samples/sec Loss 1.7693 LearningRate 0.0281 Epoch: 9 Global Step: 156740 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:49:56,751-Speed 3338.34 samples/sec Loss 1.8025 LearningRate 0.0281 Epoch: 9 Global Step: 156750 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:49:59,834-Speed 3322.45 samples/sec Loss 1.7185 LearningRate 0.0281 Epoch: 9 Global Step: 156760 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:02,985-Speed 3250.84 samples/sec Loss 1.8114 LearningRate 0.0281 Epoch: 9 Global Step: 156770 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:06,073-Speed 3316.08 samples/sec Loss 1.7864 LearningRate 0.0281 Epoch: 9 Global Step: 156780 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:09,161-Speed 3317.22 samples/sec Loss 1.7745 LearningRate 0.0281 Epoch: 9 Global Step: 156790 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:12,242-Speed 3324.11 samples/sec Loss 1.7894 LearningRate 0.0281 Epoch: 9 Global Step: 156800 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:15,336-Speed 3310.33 samples/sec Loss 1.8223 LearningRate 0.0281 Epoch: 9 Global Step: 156810 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:18,423-Speed 3318.01 samples/sec Loss 1.7484 LearningRate 0.0281 Epoch: 9 Global Step: 156820 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:21,504-Speed 3325.09 samples/sec Loss 1.8092 LearningRate 0.0281 Epoch: 9 Global Step: 156830 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:24,593-Speed 3315.53 samples/sec Loss 1.7295 LearningRate 0.0281 Epoch: 9 Global Step: 156840 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:50:27,678-Speed 3319.57 samples/sec Loss 1.6893 LearningRate 0.0281 Epoch: 9 Global Step: 156850 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:30,753-Speed 3331.02 samples/sec Loss 1.7522 LearningRate 0.0281 Epoch: 9 Global Step: 156860 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:33,835-Speed 3323.01 samples/sec Loss 1.7653 LearningRate 0.0281 Epoch: 9 Global Step: 156870 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:36,935-Speed 3304.52 samples/sec Loss 1.8231 LearningRate 0.0281 Epoch: 9 Global Step: 156880 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:40,032-Speed 3306.90 samples/sec Loss 1.7736 LearningRate 0.0281 Epoch: 9 Global Step: 156890 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:43,119-Speed 3317.83 samples/sec Loss 1.7906 LearningRate 0.0281 Epoch: 9 Global Step: 156900 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:46,238-Speed 3284.41 samples/sec Loss 1.7956 LearningRate 0.0281 Epoch: 9 Global Step: 156910 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:49,322-Speed 3320.94 samples/sec Loss 1.7858 LearningRate 0.0281 Epoch: 9 Global Step: 156920 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:52,430-Speed 3295.78 samples/sec Loss 1.6839 LearningRate 0.0281 Epoch: 9 Global Step: 156930 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:55,529-Speed 3304.62 samples/sec Loss 1.7953 LearningRate 0.0281 Epoch: 9 Global Step: 156940 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:50:58,606-Speed 3328.87 samples/sec Loss 1.7029 LearningRate 0.0281 Epoch: 9 Global Step: 156950 Fp16 Grad Scale: 262144 Required: 19 hours Training: 2022-04-11 15:51:01,673-Speed 3339.23 samples/sec Loss 1.7462 LearningRate 0.0281 Epoch: 9 Global Step: 156960 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:04,753-Speed 3325.38 samples/sec Loss 1.8241 LearningRate 0.0281 Epoch: 9 Global Step: 156970 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:07,856-Speed 3301.64 samples/sec Loss 1.7388 LearningRate 0.0281 Epoch: 9 Global Step: 156980 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:10,944-Speed 3316.43 samples/sec Loss 1.7724 LearningRate 0.0281 Epoch: 9 Global Step: 156990 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:14,045-Speed 3302.57 samples/sec Loss 1.8409 LearningRate 0.0281 Epoch: 9 Global Step: 157000 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:17,127-Speed 3323.35 samples/sec Loss 1.7859 LearningRate 0.0281 Epoch: 9 Global Step: 157010 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:20,218-Speed 3313.28 samples/sec Loss 1.6968 LearningRate 0.0281 Epoch: 9 Global Step: 157020 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:23,304-Speed 3319.60 samples/sec Loss 1.7235 LearningRate 0.0280 Epoch: 9 Global Step: 157030 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:26,389-Speed 3319.60 samples/sec Loss 1.7620 LearningRate 0.0280 Epoch: 9 Global Step: 157040 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:29,474-Speed 3320.73 samples/sec Loss 1.7415 LearningRate 0.0280 Epoch: 9 Global Step: 157050 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:32,545-Speed 3334.46 samples/sec Loss 1.7966 LearningRate 0.0280 Epoch: 9 Global Step: 157060 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:35,639-Speed 3310.64 samples/sec Loss 1.7703 LearningRate 0.0280 Epoch: 9 Global Step: 157070 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:38,730-Speed 3313.78 samples/sec Loss 1.7927 LearningRate 0.0280 Epoch: 9 Global Step: 157080 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:41,814-Speed 3321.17 samples/sec Loss 1.7927 LearningRate 0.0280 Epoch: 9 Global Step: 157090 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:44,948-Speed 3267.74 samples/sec Loss 1.8136 LearningRate 0.0280 Epoch: 9 Global Step: 157100 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:48,112-Speed 3237.02 samples/sec Loss 1.8204 LearningRate 0.0280 Epoch: 9 Global Step: 157110 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:51,215-Speed 3301.72 samples/sec Loss 1.8517 LearningRate 0.0280 Epoch: 9 Global Step: 157120 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:54,326-Speed 3291.49 samples/sec Loss 1.7844 LearningRate 0.0280 Epoch: 9 Global Step: 157130 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:51:57,407-Speed 3324.70 samples/sec Loss 1.7602 LearningRate 0.0280 Epoch: 9 Global Step: 157140 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:00,551-Speed 3258.10 samples/sec Loss 1.8030 LearningRate 0.0280 Epoch: 9 Global Step: 157150 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:03,622-Speed 3334.94 samples/sec Loss 1.7940 LearningRate 0.0280 Epoch: 9 Global Step: 157160 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:06,707-Speed 3320.29 samples/sec Loss 1.7534 LearningRate 0.0280 Epoch: 9 Global Step: 157170 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:09,784-Speed 3328.55 samples/sec Loss 1.7614 LearningRate 0.0280 Epoch: 9 Global Step: 157180 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:12,867-Speed 3321.84 samples/sec Loss 1.7808 LearningRate 0.0280 Epoch: 9 Global Step: 157190 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:15,948-Speed 3324.76 samples/sec Loss 1.7719 LearningRate 0.0280 Epoch: 9 Global Step: 157200 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:19,027-Speed 3326.42 samples/sec Loss 1.7380 LearningRate 0.0280 Epoch: 9 Global Step: 157210 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:22,105-Speed 3327.37 samples/sec Loss 1.7086 LearningRate 0.0280 Epoch: 9 Global Step: 157220 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:25,184-Speed 3326.40 samples/sec Loss 1.8077 LearningRate 0.0280 Epoch: 9 Global Step: 157230 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:28,274-Speed 3315.28 samples/sec Loss 1.7809 LearningRate 0.0280 Epoch: 9 Global Step: 157240 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:31,348-Speed 3331.47 samples/sec Loss 1.7470 LearningRate 0.0280 Epoch: 9 Global Step: 157250 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:34,421-Speed 3333.83 samples/sec Loss 1.7441 LearningRate 0.0280 Epoch: 9 Global Step: 157260 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:37,500-Speed 3325.78 samples/sec Loss 1.7754 LearningRate 0.0280 Epoch: 9 Global Step: 157270 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:40,577-Speed 3329.62 samples/sec Loss 1.8148 LearningRate 0.0280 Epoch: 9 Global Step: 157280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:43,653-Speed 3328.87 samples/sec Loss 1.7995 LearningRate 0.0280 Epoch: 9 Global Step: 157290 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:46,732-Speed 3326.76 samples/sec Loss 1.7482 LearningRate 0.0280 Epoch: 9 Global Step: 157300 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:49,830-Speed 3305.57 samples/sec Loss 1.8027 LearningRate 0.0280 Epoch: 9 Global Step: 157310 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:52:52,972-Speed 3260.21 samples/sec Loss 1.7484 LearningRate 0.0280 Epoch: 9 Global Step: 157320 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:56,067-Speed 3309.06 samples/sec Loss 1.7947 LearningRate 0.0280 Epoch: 9 Global Step: 157330 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:52:59,222-Speed 3246.72 samples/sec Loss 1.7816 LearningRate 0.0279 Epoch: 9 Global Step: 157340 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:02,391-Speed 3232.42 samples/sec Loss 1.7695 LearningRate 0.0279 Epoch: 9 Global Step: 157350 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:05,506-Speed 3287.43 samples/sec Loss 1.7575 LearningRate 0.0279 Epoch: 9 Global Step: 157360 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:08,599-Speed 3311.85 samples/sec Loss 1.7698 LearningRate 0.0279 Epoch: 9 Global Step: 157370 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:11,685-Speed 3319.29 samples/sec Loss 1.7818 LearningRate 0.0279 Epoch: 9 Global Step: 157380 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:14,762-Speed 3327.97 samples/sec Loss 1.7918 LearningRate 0.0279 Epoch: 9 Global Step: 157390 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:17,850-Speed 3316.52 samples/sec Loss 1.7821 LearningRate 0.0279 Epoch: 9 Global Step: 157400 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:20,958-Speed 3295.62 samples/sec Loss 1.7948 LearningRate 0.0279 Epoch: 9 Global Step: 157410 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:24,070-Speed 3292.35 samples/sec Loss 1.7808 LearningRate 0.0279 Epoch: 9 Global Step: 157420 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:27,150-Speed 3324.87 samples/sec Loss 1.7896 LearningRate 0.0279 Epoch: 9 Global Step: 157430 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:30,227-Speed 3328.83 samples/sec Loss 1.7742 LearningRate 0.0279 Epoch: 9 Global Step: 157440 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:33,312-Speed 3319.45 samples/sec Loss 1.7629 LearningRate 0.0279 Epoch: 9 Global Step: 157450 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:36,396-Speed 3321.07 samples/sec Loss 1.7911 LearningRate 0.0279 Epoch: 9 Global Step: 157460 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:39,486-Speed 3315.72 samples/sec Loss 1.7894 LearningRate 0.0279 Epoch: 9 Global Step: 157470 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:42,564-Speed 3327.52 samples/sec Loss 1.8147 LearningRate 0.0279 Epoch: 9 Global Step: 157480 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:45,695-Speed 3270.41 samples/sec Loss 1.7601 LearningRate 0.0279 Epoch: 9 Global Step: 157490 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:48,783-Speed 3317.36 samples/sec Loss 1.7595 LearningRate 0.0279 Epoch: 9 Global Step: 157500 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:51,869-Speed 3318.78 samples/sec Loss 1.7285 LearningRate 0.0279 Epoch: 9 Global Step: 157510 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:53:54,957-Speed 3316.57 samples/sec Loss 1.7408 LearningRate 0.0279 Epoch: 9 Global Step: 157520 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:53:58,042-Speed 3320.68 samples/sec Loss 1.7423 LearningRate 0.0279 Epoch: 9 Global Step: 157530 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:01,127-Speed 3319.53 samples/sec Loss 1.7557 LearningRate 0.0279 Epoch: 9 Global Step: 157540 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:04,216-Speed 3316.23 samples/sec Loss 1.7954 LearningRate 0.0279 Epoch: 9 Global Step: 157550 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:07,307-Speed 3312.85 samples/sec Loss 1.7930 LearningRate 0.0279 Epoch: 9 Global Step: 157560 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:10,393-Speed 3319.43 samples/sec Loss 1.7945 LearningRate 0.0279 Epoch: 9 Global Step: 157570 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:13,491-Speed 3306.48 samples/sec Loss 1.7945 LearningRate 0.0279 Epoch: 9 Global Step: 157580 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:16,591-Speed 3303.83 samples/sec Loss 1.8477 LearningRate 0.0279 Epoch: 9 Global Step: 157590 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:19,718-Speed 3274.96 samples/sec Loss 1.7859 LearningRate 0.0279 Epoch: 9 Global Step: 157600 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:22,894-Speed 3224.96 samples/sec Loss 1.8089 LearningRate 0.0279 Epoch: 9 Global Step: 157610 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:26,001-Speed 3296.56 samples/sec Loss 1.7754 LearningRate 0.0279 Epoch: 9 Global Step: 157620 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:54:29,095-Speed 3310.93 samples/sec Loss 1.8465 LearningRate 0.0279 Epoch: 9 Global Step: 157630 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:54:32,209-Speed 3289.41 samples/sec Loss 1.7867 LearningRate 0.0279 Epoch: 9 Global Step: 157640 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:35,310-Speed 3302.71 samples/sec Loss 1.7431 LearningRate 0.0279 Epoch: 9 Global Step: 157650 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:38,424-Speed 3288.18 samples/sec Loss 1.7621 LearningRate 0.0278 Epoch: 9 Global Step: 157660 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:41,542-Speed 3285.58 samples/sec Loss 1.7898 LearningRate 0.0278 Epoch: 9 Global Step: 157670 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:44,709-Speed 3234.15 samples/sec Loss 1.7889 LearningRate 0.0278 Epoch: 9 Global Step: 157680 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:47,787-Speed 3327.63 samples/sec Loss 1.7908 LearningRate 0.0278 Epoch: 9 Global Step: 157690 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:50,865-Speed 3327.37 samples/sec Loss 1.7754 LearningRate 0.0278 Epoch: 9 Global Step: 157700 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:53,951-Speed 3319.23 samples/sec Loss 1.7860 LearningRate 0.0278 Epoch: 9 Global Step: 157710 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:54:57,045-Speed 3309.87 samples/sec Loss 1.7850 LearningRate 0.0278 Epoch: 9 Global Step: 157720 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:00,125-Speed 3325.75 samples/sec Loss 1.7812 LearningRate 0.0278 Epoch: 9 Global Step: 157730 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:03,227-Speed 3302.31 samples/sec Loss 1.7979 LearningRate 0.0278 Epoch: 9 Global Step: 157740 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:55:06,333-Speed 3297.11 samples/sec Loss 1.7591 LearningRate 0.0278 Epoch: 9 Global Step: 157750 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:55:09,514-Speed 3220.38 samples/sec Loss 1.8051 LearningRate 0.0278 Epoch: 9 Global Step: 157760 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:55:12,631-Speed 3285.95 samples/sec Loss 1.7596 LearningRate 0.0278 Epoch: 9 Global Step: 157770 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:55:15,753-Speed 3280.88 samples/sec Loss 1.8629 LearningRate 0.0278 Epoch: 9 Global Step: 157780 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:18,845-Speed 3311.94 samples/sec Loss 1.8282 LearningRate 0.0278 Epoch: 9 Global Step: 157790 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:21,928-Speed 3322.67 samples/sec Loss 1.8357 LearningRate 0.0278 Epoch: 9 Global Step: 157800 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:25,075-Speed 3254.21 samples/sec Loss 1.7768 LearningRate 0.0278 Epoch: 9 Global Step: 157810 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:28,232-Speed 3244.29 samples/sec Loss 1.7698 LearningRate 0.0278 Epoch: 9 Global Step: 157820 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:31,311-Speed 3326.08 samples/sec Loss 1.8218 LearningRate 0.0278 Epoch: 9 Global Step: 157830 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:34,393-Speed 3324.17 samples/sec Loss 1.7878 LearningRate 0.0278 Epoch: 9 Global Step: 157840 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:37,491-Speed 3306.60 samples/sec Loss 1.7516 LearningRate 0.0278 Epoch: 9 Global Step: 157850 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:40,577-Speed 3318.25 samples/sec Loss 1.8503 LearningRate 0.0278 Epoch: 9 Global Step: 157860 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:43,661-Speed 3321.57 samples/sec Loss 1.7714 LearningRate 0.0278 Epoch: 9 Global Step: 157870 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:46,851-Speed 3210.20 samples/sec Loss 1.7988 LearningRate 0.0278 Epoch: 9 Global Step: 157880 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:55:49,976-Speed 3277.25 samples/sec Loss 1.7966 LearningRate 0.0278 Epoch: 9 Global Step: 157890 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:55:53,081-Speed 3298.90 samples/sec Loss 1.7990 LearningRate 0.0278 Epoch: 9 Global Step: 157900 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:55:56,186-Speed 3299.04 samples/sec Loss 1.7575 LearningRate 0.0278 Epoch: 9 Global Step: 157910 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:55:59,276-Speed 3314.21 samples/sec Loss 1.8299 LearningRate 0.0278 Epoch: 9 Global Step: 157920 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:02,358-Speed 3323.16 samples/sec Loss 1.7895 LearningRate 0.0278 Epoch: 9 Global Step: 157930 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:05,441-Speed 3323.04 samples/sec Loss 1.7401 LearningRate 0.0278 Epoch: 9 Global Step: 157940 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:08,553-Speed 3291.37 samples/sec Loss 1.8189 LearningRate 0.0278 Epoch: 9 Global Step: 157950 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:11,634-Speed 3323.72 samples/sec Loss 1.7800 LearningRate 0.0278 Epoch: 9 Global Step: 157960 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:14,719-Speed 3321.75 samples/sec Loss 1.7201 LearningRate 0.0277 Epoch: 9 Global Step: 157970 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:17,835-Speed 3286.42 samples/sec Loss 1.8071 LearningRate 0.0277 Epoch: 9 Global Step: 157980 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:20,933-Speed 3305.83 samples/sec Loss 1.7630 LearningRate 0.0277 Epoch: 9 Global Step: 157990 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:56:24,039-Speed 3297.30 samples/sec Loss 1.7885 LearningRate 0.0277 Epoch: 9 Global Step: 158000 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:57:07,407-[lfw][158000]XNorm: 23.538166 Training: 2022-04-11 15:57:07,408-[lfw][158000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 15:57:07,408-[lfw][158000]Accuracy-Highest: 0.99817 Training: 2022-04-11 15:57:57,761-[cfp_fp][158000]XNorm: 22.637898 Training: 2022-04-11 15:57:57,761-[cfp_fp][158000]Accuracy-Flip: 0.98800+-0.00492 Training: 2022-04-11 15:57:57,761-[cfp_fp][158000]Accuracy-Highest: 0.98971 Training: 2022-04-11 15:58:41,242-[agedb_30][158000]XNorm: 23.997656 Training: 2022-04-11 15:58:41,243-[agedb_30][158000]Accuracy-Flip: 0.98383+-0.00578 Training: 2022-04-11 15:58:41,243-[agedb_30][158000]Accuracy-Highest: 0.98400 Training: 2022-04-11 15:58:44,382-Speed 72.96 samples/sec Loss 1.8319 LearningRate 0.0277 Epoch: 9 Global Step: 158010 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:58:47,535-Speed 3248.50 samples/sec Loss 1.7540 LearningRate 0.0277 Epoch: 9 Global Step: 158020 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:58:50,663-Speed 3274.21 samples/sec Loss 1.7841 LearningRate 0.0277 Epoch: 9 Global Step: 158030 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:58:53,746-Speed 3321.47 samples/sec Loss 1.7599 LearningRate 0.0277 Epoch: 9 Global Step: 158040 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:58:56,844-Speed 3306.65 samples/sec Loss 1.7790 LearningRate 0.0277 Epoch: 9 Global Step: 158050 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:58:59,903-Speed 3348.31 samples/sec Loss 1.7709 LearningRate 0.0277 Epoch: 9 Global Step: 158060 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:02,977-Speed 3331.85 samples/sec Loss 1.7777 LearningRate 0.0277 Epoch: 9 Global Step: 158070 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:06,054-Speed 3329.14 samples/sec Loss 1.7698 LearningRate 0.0277 Epoch: 9 Global Step: 158080 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:09,143-Speed 3315.55 samples/sec Loss 1.7478 LearningRate 0.0277 Epoch: 9 Global Step: 158090 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:12,222-Speed 3326.53 samples/sec Loss 1.7331 LearningRate 0.0277 Epoch: 9 Global Step: 158100 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:15,287-Speed 3341.55 samples/sec Loss 1.7867 LearningRate 0.0277 Epoch: 9 Global Step: 158110 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:18,358-Speed 3334.73 samples/sec Loss 1.7721 LearningRate 0.0277 Epoch: 9 Global Step: 158120 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:21,431-Speed 3333.34 samples/sec Loss 1.7530 LearningRate 0.0277 Epoch: 9 Global Step: 158130 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:24,521-Speed 3314.65 samples/sec Loss 1.8112 LearningRate 0.0277 Epoch: 9 Global Step: 158140 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:27,605-Speed 3321.70 samples/sec Loss 1.7714 LearningRate 0.0277 Epoch: 9 Global Step: 158150 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:30,686-Speed 3324.55 samples/sec Loss 1.7903 LearningRate 0.0277 Epoch: 9 Global Step: 158160 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:59:33,804-Speed 3284.55 samples/sec Loss 1.7857 LearningRate 0.0277 Epoch: 9 Global Step: 158170 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 15:59:36,914-Speed 3292.95 samples/sec Loss 1.7845 LearningRate 0.0277 Epoch: 9 Global Step: 158180 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:40,009-Speed 3309.05 samples/sec Loss 1.8450 LearningRate 0.0277 Epoch: 9 Global Step: 158190 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:43,085-Speed 3330.48 samples/sec Loss 1.8018 LearningRate 0.0277 Epoch: 9 Global Step: 158200 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:46,182-Speed 3307.18 samples/sec Loss 1.7821 LearningRate 0.0277 Epoch: 9 Global Step: 158210 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:49,261-Speed 3325.92 samples/sec Loss 1.7446 LearningRate 0.0277 Epoch: 9 Global Step: 158220 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:52,350-Speed 3315.93 samples/sec Loss 1.7517 LearningRate 0.0277 Epoch: 9 Global Step: 158230 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:55,422-Speed 3334.66 samples/sec Loss 1.7973 LearningRate 0.0277 Epoch: 9 Global Step: 158240 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 15:59:58,520-Speed 3306.39 samples/sec Loss 1.7804 LearningRate 0.0277 Epoch: 9 Global Step: 158250 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:01,598-Speed 3326.66 samples/sec Loss 1.7633 LearningRate 0.0277 Epoch: 9 Global Step: 158260 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:04,701-Speed 3301.58 samples/sec Loss 1.8851 LearningRate 0.0277 Epoch: 9 Global Step: 158270 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:07,783-Speed 3323.11 samples/sec Loss 1.7928 LearningRate 0.0277 Epoch: 9 Global Step: 158280 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:00:10,856-Speed 3332.67 samples/sec Loss 1.7811 LearningRate 0.0276 Epoch: 9 Global Step: 158290 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:13,931-Speed 3330.29 samples/sec Loss 1.7970 LearningRate 0.0276 Epoch: 9 Global Step: 158300 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:17,024-Speed 3312.22 samples/sec Loss 1.7673 LearningRate 0.0276 Epoch: 9 Global Step: 158310 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:20,097-Speed 3333.14 samples/sec Loss 1.8100 LearningRate 0.0276 Epoch: 9 Global Step: 158320 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:23,175-Speed 3327.87 samples/sec Loss 1.7597 LearningRate 0.0276 Epoch: 9 Global Step: 158330 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:26,257-Speed 3323.42 samples/sec Loss 1.8288 LearningRate 0.0276 Epoch: 9 Global Step: 158340 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:29,361-Speed 3299.05 samples/sec Loss 1.7868 LearningRate 0.0276 Epoch: 9 Global Step: 158350 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:32,472-Speed 3292.40 samples/sec Loss 1.8097 LearningRate 0.0276 Epoch: 9 Global Step: 158360 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:35,551-Speed 3326.76 samples/sec Loss 1.8246 LearningRate 0.0276 Epoch: 9 Global Step: 158370 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:38,667-Speed 3287.14 samples/sec Loss 1.7205 LearningRate 0.0276 Epoch: 9 Global Step: 158380 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:00:41,823-Speed 3244.98 samples/sec Loss 1.7453 LearningRate 0.0276 Epoch: 9 Global Step: 158390 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:00:45,001-Speed 3222.27 samples/sec Loss 1.8548 LearningRate 0.0276 Epoch: 9 Global Step: 158400 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:00:48,076-Speed 3331.32 samples/sec Loss 1.8364 LearningRate 0.0276 Epoch: 9 Global Step: 158410 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:00:51,151-Speed 3331.18 samples/sec Loss 1.7820 LearningRate 0.0276 Epoch: 9 Global Step: 158420 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:00:54,241-Speed 3314.61 samples/sec Loss 1.7860 LearningRate 0.0276 Epoch: 9 Global Step: 158430 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:00:57,305-Speed 3343.27 samples/sec Loss 1.7841 LearningRate 0.0276 Epoch: 9 Global Step: 158440 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:00,378-Speed 3332.23 samples/sec Loss 1.8159 LearningRate 0.0276 Epoch: 9 Global Step: 158450 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:03,454-Speed 3329.71 samples/sec Loss 1.8014 LearningRate 0.0276 Epoch: 9 Global Step: 158460 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:06,542-Speed 3317.58 samples/sec Loss 1.8411 LearningRate 0.0276 Epoch: 9 Global Step: 158470 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:09,648-Speed 3297.31 samples/sec Loss 1.7925 LearningRate 0.0276 Epoch: 9 Global Step: 158480 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:12,720-Speed 3334.60 samples/sec Loss 1.8658 LearningRate 0.0276 Epoch: 9 Global Step: 158490 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:15,796-Speed 3329.26 samples/sec Loss 1.8018 LearningRate 0.0276 Epoch: 9 Global Step: 158500 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:18,888-Speed 3313.20 samples/sec Loss 1.7754 LearningRate 0.0276 Epoch: 9 Global Step: 158510 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:21,977-Speed 3315.19 samples/sec Loss 1.8399 LearningRate 0.0276 Epoch: 9 Global Step: 158520 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:25,083-Speed 3298.07 samples/sec Loss 1.7623 LearningRate 0.0276 Epoch: 9 Global Step: 158530 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:28,207-Speed 3278.33 samples/sec Loss 1.8353 LearningRate 0.0276 Epoch: 9 Global Step: 158540 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:01:31,282-Speed 3329.98 samples/sec Loss 1.7566 LearningRate 0.0276 Epoch: 9 Global Step: 158550 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:01:34,365-Speed 3322.10 samples/sec Loss 1.8084 LearningRate 0.0276 Epoch: 9 Global Step: 158560 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:01:37,506-Speed 3260.86 samples/sec Loss 1.7545 LearningRate 0.0276 Epoch: 9 Global Step: 158570 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:01:40,640-Speed 3268.82 samples/sec Loss 1.7741 LearningRate 0.0276 Epoch: 9 Global Step: 158580 Fp16 Grad Scale: 131072 Required: 19 hours Training: 2022-04-11 16:01:43,713-Speed 3333.39 samples/sec Loss 1.7667 LearningRate 0.0276 Epoch: 9 Global Step: 158590 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:46,801-Speed 3316.73 samples/sec Loss 1.7797 LearningRate 0.0276 Epoch: 9 Global Step: 158600 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:49,893-Speed 3312.47 samples/sec Loss 1.7665 LearningRate 0.0275 Epoch: 9 Global Step: 158610 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:53,040-Speed 3254.88 samples/sec Loss 1.7739 LearningRate 0.0275 Epoch: 9 Global Step: 158620 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:56,181-Speed 3260.29 samples/sec Loss 1.7250 LearningRate 0.0275 Epoch: 9 Global Step: 158630 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:01:59,265-Speed 3321.16 samples/sec Loss 1.7436 LearningRate 0.0275 Epoch: 9 Global Step: 158640 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:02,359-Speed 3310.37 samples/sec Loss 1.8144 LearningRate 0.0275 Epoch: 9 Global Step: 158650 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:05,425-Speed 3341.12 samples/sec Loss 1.7786 LearningRate 0.0275 Epoch: 9 Global Step: 158660 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:08,532-Speed 3296.52 samples/sec Loss 1.8612 LearningRate 0.0275 Epoch: 9 Global Step: 158670 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:11,679-Speed 3253.98 samples/sec Loss 1.7994 LearningRate 0.0275 Epoch: 9 Global Step: 158680 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:14,782-Speed 3301.72 samples/sec Loss 1.7646 LearningRate 0.0275 Epoch: 9 Global Step: 158690 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:17,861-Speed 3325.97 samples/sec Loss 1.8354 LearningRate 0.0275 Epoch: 9 Global Step: 158700 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:20,940-Speed 3326.36 samples/sec Loss 1.8553 LearningRate 0.0275 Epoch: 9 Global Step: 158710 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:24,020-Speed 3325.21 samples/sec Loss 1.7405 LearningRate 0.0275 Epoch: 9 Global Step: 158720 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:27,102-Speed 3324.14 samples/sec Loss 1.7933 LearningRate 0.0275 Epoch: 9 Global Step: 158730 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:30,186-Speed 3320.50 samples/sec Loss 1.8081 LearningRate 0.0275 Epoch: 9 Global Step: 158740 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:33,263-Speed 3328.82 samples/sec Loss 1.7999 LearningRate 0.0275 Epoch: 9 Global Step: 158750 Fp16 Grad Scale: 32768 Required: 19 hours Training: 2022-04-11 16:02:36,342-Speed 3326.49 samples/sec Loss 1.8304 LearningRate 0.0275 Epoch: 9 Global Step: 158760 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:39,435-Speed 3311.71 samples/sec Loss 1.7882 LearningRate 0.0275 Epoch: 9 Global Step: 158770 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:42,510-Speed 3331.14 samples/sec Loss 1.8052 LearningRate 0.0275 Epoch: 9 Global Step: 158780 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:45,607-Speed 3306.16 samples/sec Loss 1.7750 LearningRate 0.0275 Epoch: 9 Global Step: 158790 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:48,704-Speed 3307.42 samples/sec Loss 1.7912 LearningRate 0.0275 Epoch: 9 Global Step: 158800 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:51,880-Speed 3225.35 samples/sec Loss 1.8305 LearningRate 0.0275 Epoch: 9 Global Step: 158810 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:55,131-Speed 3150.03 samples/sec Loss 1.8527 LearningRate 0.0275 Epoch: 9 Global Step: 158820 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:02:58,275-Speed 3258.56 samples/sec Loss 1.8058 LearningRate 0.0275 Epoch: 9 Global Step: 158830 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:03:01,353-Speed 3327.88 samples/sec Loss 1.8110 LearningRate 0.0275 Epoch: 9 Global Step: 158840 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:03:04,436-Speed 3322.16 samples/sec Loss 1.7397 LearningRate 0.0275 Epoch: 9 Global Step: 158850 Fp16 Grad Scale: 65536 Required: 19 hours Training: 2022-04-11 16:03:07,519-Speed 3321.76 samples/sec Loss 1.8562 LearningRate 0.0275 Epoch: 9 Global Step: 158860 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:03:10,654-Speed 3266.53 samples/sec Loss 1.7763 LearningRate 0.0275 Epoch: 9 Global Step: 158870 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:03:13,751-Speed 3307.97 samples/sec Loss 1.8277 LearningRate 0.0275 Epoch: 9 Global Step: 158880 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:16,902-Speed 3250.67 samples/sec Loss 1.7340 LearningRate 0.0275 Epoch: 9 Global Step: 158890 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:19,999-Speed 3306.15 samples/sec Loss 1.8267 LearningRate 0.0275 Epoch: 9 Global Step: 158900 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:23,091-Speed 3313.67 samples/sec Loss 1.8208 LearningRate 0.0275 Epoch: 9 Global Step: 158910 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:26,169-Speed 3326.77 samples/sec Loss 1.8190 LearningRate 0.0275 Epoch: 9 Global Step: 158920 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:29,329-Speed 3241.85 samples/sec Loss 1.7603 LearningRate 0.0274 Epoch: 9 Global Step: 158930 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:32,436-Speed 3296.29 samples/sec Loss 1.7529 LearningRate 0.0274 Epoch: 9 Global Step: 158940 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:35,516-Speed 3325.54 samples/sec Loss 1.8609 LearningRate 0.0274 Epoch: 9 Global Step: 158950 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:38,616-Speed 3304.18 samples/sec Loss 1.7659 LearningRate 0.0274 Epoch: 9 Global Step: 158960 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:41,700-Speed 3320.88 samples/sec Loss 1.7786 LearningRate 0.0274 Epoch: 9 Global Step: 158970 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:03:44,791-Speed 3313.70 samples/sec Loss 1.8136 LearningRate 0.0274 Epoch: 9 Global Step: 158980 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:03:47,889-Speed 3305.30 samples/sec Loss 1.8134 LearningRate 0.0274 Epoch: 9 Global Step: 158990 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:03:50,984-Speed 3309.27 samples/sec Loss 1.7681 LearningRate 0.0274 Epoch: 9 Global Step: 159000 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:03:54,063-Speed 3327.07 samples/sec Loss 1.7905 LearningRate 0.0274 Epoch: 9 Global Step: 159010 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:03:57,157-Speed 3311.34 samples/sec Loss 1.8005 LearningRate 0.0274 Epoch: 9 Global Step: 159020 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:00,245-Speed 3316.06 samples/sec Loss 1.7515 LearningRate 0.0274 Epoch: 9 Global Step: 159030 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:03,353-Speed 3295.22 samples/sec Loss 1.8246 LearningRate 0.0274 Epoch: 9 Global Step: 159040 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:06,463-Speed 3294.15 samples/sec Loss 1.7849 LearningRate 0.0274 Epoch: 9 Global Step: 159050 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:09,541-Speed 3326.68 samples/sec Loss 1.7975 LearningRate 0.0274 Epoch: 9 Global Step: 159060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:12,617-Speed 3330.01 samples/sec Loss 1.7999 LearningRate 0.0274 Epoch: 9 Global Step: 159070 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:15,707-Speed 3314.52 samples/sec Loss 1.7504 LearningRate 0.0274 Epoch: 9 Global Step: 159080 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:04:18,811-Speed 3300.07 samples/sec Loss 1.8058 LearningRate 0.0274 Epoch: 9 Global Step: 159090 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:21,964-Speed 3248.32 samples/sec Loss 1.7887 LearningRate 0.0274 Epoch: 9 Global Step: 159100 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:25,039-Speed 3331.02 samples/sec Loss 1.8160 LearningRate 0.0274 Epoch: 9 Global Step: 159110 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:28,141-Speed 3301.83 samples/sec Loss 1.7797 LearningRate 0.0274 Epoch: 9 Global Step: 159120 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:31,227-Speed 3319.51 samples/sec Loss 1.8589 LearningRate 0.0274 Epoch: 9 Global Step: 159130 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:34,313-Speed 3318.45 samples/sec Loss 1.7741 LearningRate 0.0274 Epoch: 9 Global Step: 159140 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:37,416-Speed 3300.77 samples/sec Loss 1.7921 LearningRate 0.0274 Epoch: 9 Global Step: 159150 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:40,495-Speed 3325.67 samples/sec Loss 1.7806 LearningRate 0.0274 Epoch: 9 Global Step: 159160 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:43,654-Speed 3242.68 samples/sec Loss 1.7786 LearningRate 0.0274 Epoch: 9 Global Step: 159170 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:46,741-Speed 3318.16 samples/sec Loss 1.7968 LearningRate 0.0274 Epoch: 9 Global Step: 159180 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:49,817-Speed 3329.42 samples/sec Loss 1.7872 LearningRate 0.0274 Epoch: 9 Global Step: 159190 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:52,920-Speed 3300.80 samples/sec Loss 1.7500 LearningRate 0.0274 Epoch: 9 Global Step: 159200 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:56,004-Speed 3321.53 samples/sec Loss 1.7760 LearningRate 0.0274 Epoch: 9 Global Step: 159210 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:04:59,138-Speed 3268.79 samples/sec Loss 1.8031 LearningRate 0.0274 Epoch: 9 Global Step: 159220 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:02,275-Speed 3264.87 samples/sec Loss 1.8671 LearningRate 0.0274 Epoch: 9 Global Step: 159230 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:05,352-Speed 3327.73 samples/sec Loss 1.7406 LearningRate 0.0274 Epoch: 9 Global Step: 159240 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:08,426-Speed 3332.06 samples/sec Loss 1.8043 LearningRate 0.0273 Epoch: 9 Global Step: 159250 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:11,587-Speed 3240.40 samples/sec Loss 1.7779 LearningRate 0.0273 Epoch: 9 Global Step: 159260 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:14,696-Speed 3295.04 samples/sec Loss 1.8031 LearningRate 0.0273 Epoch: 9 Global Step: 159270 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:17,774-Speed 3327.24 samples/sec Loss 1.8355 LearningRate 0.0273 Epoch: 9 Global Step: 159280 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:20,846-Speed 3333.90 samples/sec Loss 1.7461 LearningRate 0.0273 Epoch: 9 Global Step: 159290 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:05:23,912-Speed 3340.97 samples/sec Loss 1.8315 LearningRate 0.0273 Epoch: 9 Global Step: 159300 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:27,002-Speed 3314.34 samples/sec Loss 1.8760 LearningRate 0.0273 Epoch: 9 Global Step: 159310 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:30,102-Speed 3304.23 samples/sec Loss 1.7959 LearningRate 0.0273 Epoch: 9 Global Step: 159320 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:33,201-Speed 3305.27 samples/sec Loss 1.8249 LearningRate 0.0273 Epoch: 9 Global Step: 159330 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:36,345-Speed 3257.17 samples/sec Loss 1.7283 LearningRate 0.0273 Epoch: 9 Global Step: 159340 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:39,444-Speed 3305.12 samples/sec Loss 1.8490 LearningRate 0.0273 Epoch: 9 Global Step: 159350 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:42,532-Speed 3317.01 samples/sec Loss 1.8125 LearningRate 0.0273 Epoch: 9 Global Step: 159360 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:45,616-Speed 3321.30 samples/sec Loss 1.7887 LearningRate 0.0273 Epoch: 9 Global Step: 159370 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:48,696-Speed 3325.81 samples/sec Loss 1.7853 LearningRate 0.0273 Epoch: 9 Global Step: 159380 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:51,783-Speed 3317.88 samples/sec Loss 1.7759 LearningRate 0.0273 Epoch: 9 Global Step: 159390 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:54,847-Speed 3342.78 samples/sec Loss 1.7969 LearningRate 0.0273 Epoch: 9 Global Step: 159400 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:05:57,943-Speed 3308.33 samples/sec Loss 1.7917 LearningRate 0.0273 Epoch: 9 Global Step: 159410 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:01,026-Speed 3323.09 samples/sec Loss 1.7544 LearningRate 0.0273 Epoch: 9 Global Step: 159420 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:04,142-Speed 3286.37 samples/sec Loss 1.8047 LearningRate 0.0273 Epoch: 9 Global Step: 159430 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:07,243-Speed 3302.37 samples/sec Loss 1.8292 LearningRate 0.0273 Epoch: 9 Global Step: 159440 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:10,377-Speed 3269.01 samples/sec Loss 1.7685 LearningRate 0.0273 Epoch: 9 Global Step: 159450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:13,493-Speed 3287.09 samples/sec Loss 1.7591 LearningRate 0.0273 Epoch: 9 Global Step: 159460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:16,665-Speed 3228.37 samples/sec Loss 1.7453 LearningRate 0.0273 Epoch: 9 Global Step: 159470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:19,750-Speed 3320.11 samples/sec Loss 1.8208 LearningRate 0.0273 Epoch: 9 Global Step: 159480 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:22,832-Speed 3323.25 samples/sec Loss 1.7515 LearningRate 0.0273 Epoch: 9 Global Step: 159490 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:25,947-Speed 3288.51 samples/sec Loss 1.8385 LearningRate 0.0273 Epoch: 9 Global Step: 159500 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:29,027-Speed 3325.47 samples/sec Loss 1.8127 LearningRate 0.0273 Epoch: 9 Global Step: 159510 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:32,139-Speed 3291.53 samples/sec Loss 1.7361 LearningRate 0.0273 Epoch: 9 Global Step: 159520 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:35,332-Speed 3207.10 samples/sec Loss 1.7877 LearningRate 0.0273 Epoch: 9 Global Step: 159530 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:38,419-Speed 3318.01 samples/sec Loss 1.8123 LearningRate 0.0273 Epoch: 9 Global Step: 159540 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:41,505-Speed 3318.90 samples/sec Loss 1.7553 LearningRate 0.0273 Epoch: 9 Global Step: 159550 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:44,585-Speed 3326.02 samples/sec Loss 1.8410 LearningRate 0.0273 Epoch: 9 Global Step: 159560 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:47,672-Speed 3317.86 samples/sec Loss 1.8055 LearningRate 0.0272 Epoch: 9 Global Step: 159570 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:50,752-Speed 3325.20 samples/sec Loss 1.8026 LearningRate 0.0272 Epoch: 9 Global Step: 159580 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:53,886-Speed 3268.54 samples/sec Loss 1.8467 LearningRate 0.0272 Epoch: 9 Global Step: 159590 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:06:57,025-Speed 3262.69 samples/sec Loss 1.8371 LearningRate 0.0272 Epoch: 9 Global Step: 159600 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:07:00,105-Speed 3325.26 samples/sec Loss 1.8112 LearningRate 0.0272 Epoch: 9 Global Step: 159610 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:03,187-Speed 3323.42 samples/sec Loss 1.7493 LearningRate 0.0272 Epoch: 9 Global Step: 159620 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:06,274-Speed 3317.73 samples/sec Loss 1.8074 LearningRate 0.0272 Epoch: 9 Global Step: 159630 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:09,356-Speed 3323.34 samples/sec Loss 1.7717 LearningRate 0.0272 Epoch: 9 Global Step: 159640 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:12,426-Speed 3336.04 samples/sec Loss 1.8390 LearningRate 0.0272 Epoch: 9 Global Step: 159650 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:15,570-Speed 3258.52 samples/sec Loss 1.8134 LearningRate 0.0272 Epoch: 9 Global Step: 159660 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:18,672-Speed 3301.82 samples/sec Loss 1.7866 LearningRate 0.0272 Epoch: 9 Global Step: 159670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:21,820-Speed 3253.04 samples/sec Loss 1.8158 LearningRate 0.0272 Epoch: 9 Global Step: 159680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:24,936-Speed 3286.52 samples/sec Loss 1.7840 LearningRate 0.0272 Epoch: 9 Global Step: 159690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:28,028-Speed 3313.39 samples/sec Loss 1.7922 LearningRate 0.0272 Epoch: 9 Global Step: 159700 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:31,109-Speed 3324.14 samples/sec Loss 1.7785 LearningRate 0.0272 Epoch: 9 Global Step: 159710 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:34,196-Speed 3318.75 samples/sec Loss 1.8320 LearningRate 0.0272 Epoch: 9 Global Step: 159720 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:37,281-Speed 3319.02 samples/sec Loss 1.8055 LearningRate 0.0272 Epoch: 9 Global Step: 159730 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:40,364-Speed 3322.82 samples/sec Loss 1.7741 LearningRate 0.0272 Epoch: 9 Global Step: 159740 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:07:43,448-Speed 3320.88 samples/sec Loss 1.7379 LearningRate 0.0272 Epoch: 9 Global Step: 159750 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:46,529-Speed 3324.51 samples/sec Loss 1.8661 LearningRate 0.0272 Epoch: 9 Global Step: 159760 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:49,613-Speed 3321.05 samples/sec Loss 1.7322 LearningRate 0.0272 Epoch: 9 Global Step: 159770 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:52,717-Speed 3299.08 samples/sec Loss 1.8020 LearningRate 0.0272 Epoch: 9 Global Step: 159780 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:55,824-Speed 3297.04 samples/sec Loss 1.8309 LearningRate 0.0272 Epoch: 9 Global Step: 159790 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:07:58,929-Speed 3298.54 samples/sec Loss 1.7772 LearningRate 0.0272 Epoch: 9 Global Step: 159800 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:02,032-Speed 3301.34 samples/sec Loss 1.7920 LearningRate 0.0272 Epoch: 9 Global Step: 159810 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:05,122-Speed 3314.43 samples/sec Loss 1.8284 LearningRate 0.0272 Epoch: 9 Global Step: 159820 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:08,293-Speed 3230.02 samples/sec Loss 1.8029 LearningRate 0.0272 Epoch: 9 Global Step: 159830 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:11,375-Speed 3323.18 samples/sec Loss 1.7662 LearningRate 0.0272 Epoch: 9 Global Step: 159840 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:14,472-Speed 3307.76 samples/sec Loss 1.8013 LearningRate 0.0272 Epoch: 9 Global Step: 159850 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:17,553-Speed 3323.41 samples/sec Loss 1.7486 LearningRate 0.0272 Epoch: 9 Global Step: 159860 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:20,652-Speed 3305.29 samples/sec Loss 1.8865 LearningRate 0.0272 Epoch: 9 Global Step: 159870 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:23,742-Speed 3315.37 samples/sec Loss 1.7896 LearningRate 0.0272 Epoch: 9 Global Step: 159880 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:26,831-Speed 3315.53 samples/sec Loss 1.8345 LearningRate 0.0271 Epoch: 9 Global Step: 159890 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:29,926-Speed 3309.20 samples/sec Loss 1.8318 LearningRate 0.0271 Epoch: 9 Global Step: 159900 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:33,009-Speed 3322.49 samples/sec Loss 1.8292 LearningRate 0.0271 Epoch: 9 Global Step: 159910 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:36,157-Speed 3253.47 samples/sec Loss 1.8032 LearningRate 0.0271 Epoch: 9 Global Step: 159920 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:39,240-Speed 3321.70 samples/sec Loss 1.7706 LearningRate 0.0271 Epoch: 9 Global Step: 159930 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:42,319-Speed 3326.83 samples/sec Loss 1.7531 LearningRate 0.0271 Epoch: 9 Global Step: 159940 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:45,423-Speed 3299.55 samples/sec Loss 1.7747 LearningRate 0.0271 Epoch: 9 Global Step: 159950 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:08:48,510-Speed 3318.73 samples/sec Loss 1.7943 LearningRate 0.0271 Epoch: 9 Global Step: 159960 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:51,626-Speed 3286.36 samples/sec Loss 1.8152 LearningRate 0.0271 Epoch: 9 Global Step: 159970 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:54,720-Speed 3311.26 samples/sec Loss 1.7386 LearningRate 0.0271 Epoch: 9 Global Step: 159980 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:08:57,793-Speed 3332.14 samples/sec Loss 1.7749 LearningRate 0.0271 Epoch: 9 Global Step: 159990 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:09:00,894-Speed 3302.94 samples/sec Loss 1.8159 LearningRate 0.0271 Epoch: 9 Global Step: 160000 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:09:44,402-[lfw][160000]XNorm: 21.422027 Training: 2022-04-11 16:09:44,402-[lfw][160000]Accuracy-Flip: 0.99817+-0.00263 Training: 2022-04-11 16:09:44,403-[lfw][160000]Accuracy-Highest: 0.99817 Training: 2022-04-11 16:10:34,976-[cfp_fp][160000]XNorm: 20.936541 Training: 2022-04-11 16:10:34,976-[cfp_fp][160000]Accuracy-Flip: 0.98771+-0.00496 Training: 2022-04-11 16:10:34,977-[cfp_fp][160000]Accuracy-Highest: 0.98971 Training: 2022-04-11 16:11:18,448-[agedb_30][160000]XNorm: 21.856061 Training: 2022-04-11 16:11:18,449-[agedb_30][160000]Accuracy-Flip: 0.98367+-0.00510 Training: 2022-04-11 16:11:18,449-[agedb_30][160000]Accuracy-Highest: 0.98400 Training: 2022-04-11 16:11:21,529-Speed 72.81 samples/sec Loss 1.8275 LearningRate 0.0271 Epoch: 9 Global Step: 160010 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:24,596-Speed 3340.08 samples/sec Loss 1.7852 LearningRate 0.0271 Epoch: 9 Global Step: 160020 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:27,694-Speed 3305.41 samples/sec Loss 1.8244 LearningRate 0.0271 Epoch: 9 Global Step: 160030 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:30,799-Speed 3299.34 samples/sec Loss 1.7909 LearningRate 0.0271 Epoch: 9 Global Step: 160040 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:33,871-Speed 3334.00 samples/sec Loss 1.7842 LearningRate 0.0271 Epoch: 9 Global Step: 160050 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:37,000-Speed 3272.96 samples/sec Loss 1.7716 LearningRate 0.0271 Epoch: 9 Global Step: 160060 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:40,166-Speed 3236.50 samples/sec Loss 1.8242 LearningRate 0.0271 Epoch: 9 Global Step: 160070 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:43,261-Speed 3308.64 samples/sec Loss 1.8567 LearningRate 0.0271 Epoch: 9 Global Step: 160080 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:11:46,424-Speed 3238.22 samples/sec Loss 1.8512 LearningRate 0.0271 Epoch: 9 Global Step: 160090 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:11:49,569-Speed 3256.54 samples/sec Loss 1.8253 LearningRate 0.0271 Epoch: 9 Global Step: 160100 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:11:52,671-Speed 3301.58 samples/sec Loss 1.7656 LearningRate 0.0271 Epoch: 9 Global Step: 160110 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:11:55,738-Speed 3340.05 samples/sec Loss 1.7791 LearningRate 0.0271 Epoch: 9 Global Step: 160120 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:11:58,817-Speed 3326.32 samples/sec Loss 1.7504 LearningRate 0.0271 Epoch: 9 Global Step: 160130 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:01,895-Speed 3327.72 samples/sec Loss 1.8015 LearningRate 0.0271 Epoch: 9 Global Step: 160140 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:04,978-Speed 3322.32 samples/sec Loss 1.8142 LearningRate 0.0271 Epoch: 9 Global Step: 160150 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:08,064-Speed 3319.36 samples/sec Loss 1.7980 LearningRate 0.0271 Epoch: 9 Global Step: 160160 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:11,172-Speed 3295.30 samples/sec Loss 1.7672 LearningRate 0.0271 Epoch: 9 Global Step: 160170 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:14,314-Speed 3260.10 samples/sec Loss 1.8463 LearningRate 0.0271 Epoch: 9 Global Step: 160180 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:17,424-Speed 3292.91 samples/sec Loss 1.7860 LearningRate 0.0271 Epoch: 9 Global Step: 160190 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:20,494-Speed 3335.76 samples/sec Loss 1.8422 LearningRate 0.0271 Epoch: 9 Global Step: 160200 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:23,610-Speed 3287.16 samples/sec Loss 1.7382 LearningRate 0.0270 Epoch: 9 Global Step: 160210 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:26,687-Speed 3328.61 samples/sec Loss 1.8334 LearningRate 0.0270 Epoch: 9 Global Step: 160220 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:29,781-Speed 3309.98 samples/sec Loss 1.9157 LearningRate 0.0270 Epoch: 9 Global Step: 160230 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:32,858-Speed 3328.99 samples/sec Loss 1.8479 LearningRate 0.0270 Epoch: 9 Global Step: 160240 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:35,941-Speed 3322.62 samples/sec Loss 1.8089 LearningRate 0.0270 Epoch: 9 Global Step: 160250 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:39,015-Speed 3332.37 samples/sec Loss 1.8221 LearningRate 0.0270 Epoch: 9 Global Step: 160260 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:42,093-Speed 3327.59 samples/sec Loss 1.8135 LearningRate 0.0270 Epoch: 9 Global Step: 160270 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:45,177-Speed 3320.99 samples/sec Loss 1.8400 LearningRate 0.0270 Epoch: 9 Global Step: 160280 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:48,238-Speed 3345.75 samples/sec Loss 1.7735 LearningRate 0.0270 Epoch: 9 Global Step: 160290 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:51,324-Speed 3319.23 samples/sec Loss 1.7506 LearningRate 0.0270 Epoch: 9 Global Step: 160300 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:54,403-Speed 3326.58 samples/sec Loss 1.7937 LearningRate 0.0270 Epoch: 9 Global Step: 160310 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:12:57,484-Speed 3324.45 samples/sec Loss 1.8032 LearningRate 0.0270 Epoch: 9 Global Step: 160320 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:00,571-Speed 3317.59 samples/sec Loss 1.8407 LearningRate 0.0270 Epoch: 9 Global Step: 160330 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:03,669-Speed 3306.88 samples/sec Loss 1.8396 LearningRate 0.0270 Epoch: 9 Global Step: 160340 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:06,748-Speed 3326.53 samples/sec Loss 1.8110 LearningRate 0.0270 Epoch: 9 Global Step: 160350 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:09,845-Speed 3306.76 samples/sec Loss 1.8234 LearningRate 0.0270 Epoch: 9 Global Step: 160360 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:12,925-Speed 3325.23 samples/sec Loss 1.7968 LearningRate 0.0270 Epoch: 9 Global Step: 160370 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:16,049-Speed 3279.03 samples/sec Loss 1.7840 LearningRate 0.0270 Epoch: 9 Global Step: 160380 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:19,222-Speed 3227.32 samples/sec Loss 1.7992 LearningRate 0.0270 Epoch: 9 Global Step: 160390 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:22,362-Speed 3262.36 samples/sec Loss 1.7855 LearningRate 0.0270 Epoch: 9 Global Step: 160400 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:25,435-Speed 3332.51 samples/sec Loss 1.8503 LearningRate 0.0270 Epoch: 9 Global Step: 160410 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:28,522-Speed 3318.50 samples/sec Loss 1.8403 LearningRate 0.0270 Epoch: 9 Global Step: 160420 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:31,641-Speed 3283.60 samples/sec Loss 1.7925 LearningRate 0.0270 Epoch: 9 Global Step: 160430 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:34,749-Speed 3295.56 samples/sec Loss 1.8392 LearningRate 0.0270 Epoch: 9 Global Step: 160440 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:37,853-Speed 3299.93 samples/sec Loss 1.7134 LearningRate 0.0270 Epoch: 9 Global Step: 160450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:40,928-Speed 3330.40 samples/sec Loss 1.8163 LearningRate 0.0270 Epoch: 9 Global Step: 160460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:44,024-Speed 3307.85 samples/sec Loss 1.8273 LearningRate 0.0270 Epoch: 9 Global Step: 160470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:47,107-Speed 3322.52 samples/sec Loss 1.7994 LearningRate 0.0270 Epoch: 9 Global Step: 160480 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:50,176-Speed 3337.61 samples/sec Loss 1.7467 LearningRate 0.0270 Epoch: 9 Global Step: 160490 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:53,253-Speed 3328.07 samples/sec Loss 1.7739 LearningRate 0.0270 Epoch: 9 Global Step: 160500 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:56,325-Speed 3334.94 samples/sec Loss 1.7816 LearningRate 0.0270 Epoch: 9 Global Step: 160510 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:13:59,397-Speed 3334.11 samples/sec Loss 1.7822 LearningRate 0.0270 Epoch: 9 Global Step: 160520 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:02,474-Speed 3329.07 samples/sec Loss 1.7669 LearningRate 0.0269 Epoch: 9 Global Step: 160530 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:05,559-Speed 3319.18 samples/sec Loss 1.8550 LearningRate 0.0269 Epoch: 9 Global Step: 160540 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:08,640-Speed 3324.14 samples/sec Loss 1.8248 LearningRate 0.0269 Epoch: 9 Global Step: 160550 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:11,716-Speed 3329.74 samples/sec Loss 1.7974 LearningRate 0.0269 Epoch: 9 Global Step: 160560 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:14,797-Speed 3324.45 samples/sec Loss 1.8363 LearningRate 0.0269 Epoch: 9 Global Step: 160570 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:17,876-Speed 3327.09 samples/sec Loss 1.8060 LearningRate 0.0269 Epoch: 9 Global Step: 160580 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:20,939-Speed 3343.96 samples/sec Loss 1.8160 LearningRate 0.0269 Epoch: 9 Global Step: 160590 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:24,019-Speed 3325.21 samples/sec Loss 1.7493 LearningRate 0.0269 Epoch: 9 Global Step: 160600 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:14:27,082-Speed 3343.69 samples/sec Loss 1.8592 LearningRate 0.0269 Epoch: 9 Global Step: 160610 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:30,220-Speed 3264.20 samples/sec Loss 1.7876 LearningRate 0.0269 Epoch: 9 Global Step: 160620 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:33,326-Speed 3297.68 samples/sec Loss 1.8495 LearningRate 0.0269 Epoch: 9 Global Step: 160630 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:36,411-Speed 3320.08 samples/sec Loss 1.7890 LearningRate 0.0269 Epoch: 9 Global Step: 160640 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:39,486-Speed 3330.99 samples/sec Loss 1.8235 LearningRate 0.0269 Epoch: 9 Global Step: 160650 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:42,562-Speed 3329.41 samples/sec Loss 1.8101 LearningRate 0.0269 Epoch: 9 Global Step: 160660 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:45,651-Speed 3315.76 samples/sec Loss 1.8407 LearningRate 0.0269 Epoch: 9 Global Step: 160670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:48,748-Speed 3307.60 samples/sec Loss 1.8437 LearningRate 0.0269 Epoch: 9 Global Step: 160680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:51,830-Speed 3322.51 samples/sec Loss 1.7941 LearningRate 0.0269 Epoch: 9 Global Step: 160690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:54,899-Speed 3338.10 samples/sec Loss 1.7940 LearningRate 0.0269 Epoch: 9 Global Step: 160700 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:14:57,976-Speed 3328.46 samples/sec Loss 1.7963 LearningRate 0.0269 Epoch: 9 Global Step: 160710 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:01,050-Speed 3332.39 samples/sec Loss 1.8062 LearningRate 0.0269 Epoch: 9 Global Step: 160720 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:04,124-Speed 3331.33 samples/sec Loss 1.8526 LearningRate 0.0269 Epoch: 9 Global Step: 160730 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:07,194-Speed 3336.48 samples/sec Loss 1.8246 LearningRate 0.0269 Epoch: 9 Global Step: 160740 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:10,266-Speed 3333.46 samples/sec Loss 1.8462 LearningRate 0.0269 Epoch: 9 Global Step: 160750 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:13,335-Speed 3338.28 samples/sec Loss 1.8493 LearningRate 0.0269 Epoch: 9 Global Step: 160760 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:16,410-Speed 3331.34 samples/sec Loss 1.7759 LearningRate 0.0269 Epoch: 9 Global Step: 160770 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:19,484-Speed 3331.83 samples/sec Loss 1.8042 LearningRate 0.0269 Epoch: 9 Global Step: 160780 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:22,570-Speed 3318.88 samples/sec Loss 1.8641 LearningRate 0.0269 Epoch: 9 Global Step: 160790 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:25,643-Speed 3333.03 samples/sec Loss 1.7589 LearningRate 0.0269 Epoch: 9 Global Step: 160800 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:28,713-Speed 3337.06 samples/sec Loss 1.7799 LearningRate 0.0269 Epoch: 9 Global Step: 160810 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:31,803-Speed 3314.27 samples/sec Loss 1.7950 LearningRate 0.0269 Epoch: 9 Global Step: 160820 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:34,878-Speed 3330.53 samples/sec Loss 1.8316 LearningRate 0.0269 Epoch: 9 Global Step: 160830 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:37,963-Speed 3320.31 samples/sec Loss 1.7174 LearningRate 0.0269 Epoch: 9 Global Step: 160840 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:41,044-Speed 3324.30 samples/sec Loss 1.7501 LearningRate 0.0268 Epoch: 9 Global Step: 160850 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:44,125-Speed 3325.00 samples/sec Loss 1.8029 LearningRate 0.0268 Epoch: 9 Global Step: 160860 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:47,203-Speed 3327.48 samples/sec Loss 1.8250 LearningRate 0.0268 Epoch: 9 Global Step: 160870 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:50,313-Speed 3293.62 samples/sec Loss 1.7799 LearningRate 0.0268 Epoch: 9 Global Step: 160880 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:53,394-Speed 3323.47 samples/sec Loss 1.8427 LearningRate 0.0268 Epoch: 9 Global Step: 160890 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:56,480-Speed 3318.96 samples/sec Loss 1.8468 LearningRate 0.0268 Epoch: 9 Global Step: 160900 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:15:59,556-Speed 3329.86 samples/sec Loss 1.8754 LearningRate 0.0268 Epoch: 9 Global Step: 160910 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:16:02,618-Speed 3344.64 samples/sec Loss 1.7773 LearningRate 0.0268 Epoch: 9 Global Step: 160920 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:05,698-Speed 3326.21 samples/sec Loss 1.7790 LearningRate 0.0268 Epoch: 9 Global Step: 160930 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:08,772-Speed 3331.73 samples/sec Loss 1.7334 LearningRate 0.0268 Epoch: 9 Global Step: 160940 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:11,856-Speed 3320.79 samples/sec Loss 1.8419 LearningRate 0.0268 Epoch: 9 Global Step: 160950 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:14,932-Speed 3330.01 samples/sec Loss 1.8287 LearningRate 0.0268 Epoch: 9 Global Step: 160960 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:18,038-Speed 3298.13 samples/sec Loss 1.8187 LearningRate 0.0268 Epoch: 9 Global Step: 160970 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:21,124-Speed 3318.85 samples/sec Loss 1.7320 LearningRate 0.0268 Epoch: 9 Global Step: 160980 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:24,204-Speed 3325.44 samples/sec Loss 1.7958 LearningRate 0.0268 Epoch: 9 Global Step: 160990 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:27,286-Speed 3323.10 samples/sec Loss 1.8167 LearningRate 0.0268 Epoch: 9 Global Step: 161000 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:30,360-Speed 3331.50 samples/sec Loss 1.7324 LearningRate 0.0268 Epoch: 9 Global Step: 161010 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:16:33,411-Speed 3357.31 samples/sec Loss 1.8291 LearningRate 0.0268 Epoch: 9 Global Step: 161020 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:36,503-Speed 3312.81 samples/sec Loss 1.8941 LearningRate 0.0268 Epoch: 9 Global Step: 161030 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:39,602-Speed 3305.59 samples/sec Loss 1.8233 LearningRate 0.0268 Epoch: 9 Global Step: 161040 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:42,698-Speed 3307.35 samples/sec Loss 1.8154 LearningRate 0.0268 Epoch: 9 Global Step: 161050 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:45,786-Speed 3316.93 samples/sec Loss 1.7620 LearningRate 0.0268 Epoch: 9 Global Step: 161060 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:48,878-Speed 3312.76 samples/sec Loss 1.8318 LearningRate 0.0268 Epoch: 9 Global Step: 161070 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:51,969-Speed 3313.85 samples/sec Loss 1.7449 LearningRate 0.0268 Epoch: 9 Global Step: 161080 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:55,046-Speed 3327.88 samples/sec Loss 1.8011 LearningRate 0.0268 Epoch: 9 Global Step: 161090 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:16:58,131-Speed 3320.54 samples/sec Loss 1.8332 LearningRate 0.0268 Epoch: 9 Global Step: 161100 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:17:01,222-Speed 3313.47 samples/sec Loss 1.8034 LearningRate 0.0268 Epoch: 9 Global Step: 161110 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:17:04,300-Speed 3327.63 samples/sec Loss 1.8209 LearningRate 0.0268 Epoch: 9 Global Step: 161120 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:07,429-Speed 3273.67 samples/sec Loss 1.7972 LearningRate 0.0268 Epoch: 9 Global Step: 161130 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:10,526-Speed 3306.75 samples/sec Loss 1.8076 LearningRate 0.0268 Epoch: 9 Global Step: 161140 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:13,662-Speed 3266.58 samples/sec Loss 1.8660 LearningRate 0.0268 Epoch: 9 Global Step: 161150 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:16,763-Speed 3302.74 samples/sec Loss 1.7989 LearningRate 0.0268 Epoch: 9 Global Step: 161160 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:19,837-Speed 3331.32 samples/sec Loss 1.8486 LearningRate 0.0267 Epoch: 9 Global Step: 161170 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:22,924-Speed 3318.72 samples/sec Loss 1.8970 LearningRate 0.0267 Epoch: 9 Global Step: 161180 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:26,020-Speed 3307.96 samples/sec Loss 1.7489 LearningRate 0.0267 Epoch: 9 Global Step: 161190 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:29,117-Speed 3306.41 samples/sec Loss 1.8114 LearningRate 0.0267 Epoch: 9 Global Step: 161200 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:32,195-Speed 3328.68 samples/sec Loss 1.8381 LearningRate 0.0267 Epoch: 9 Global Step: 161210 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:35,280-Speed 3319.32 samples/sec Loss 1.7814 LearningRate 0.0267 Epoch: 9 Global Step: 161220 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:17:38,345-Speed 3342.49 samples/sec Loss 1.7920 LearningRate 0.0267 Epoch: 9 Global Step: 161230 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:41,478-Speed 3268.57 samples/sec Loss 1.8067 LearningRate 0.0267 Epoch: 9 Global Step: 161240 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:44,561-Speed 3322.66 samples/sec Loss 1.8369 LearningRate 0.0267 Epoch: 9 Global Step: 161250 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:47,643-Speed 3322.88 samples/sec Loss 1.7646 LearningRate 0.0267 Epoch: 9 Global Step: 161260 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:50,729-Speed 3319.02 samples/sec Loss 1.8208 LearningRate 0.0267 Epoch: 9 Global Step: 161270 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:53,862-Speed 3268.92 samples/sec Loss 1.8118 LearningRate 0.0267 Epoch: 9 Global Step: 161280 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:17:56,951-Speed 3316.42 samples/sec Loss 1.8221 LearningRate 0.0267 Epoch: 9 Global Step: 161290 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:00,031-Speed 3325.04 samples/sec Loss 1.8568 LearningRate 0.0267 Epoch: 9 Global Step: 161300 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:03,145-Speed 3289.02 samples/sec Loss 1.7990 LearningRate 0.0267 Epoch: 9 Global Step: 161310 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:06,405-Speed 3141.56 samples/sec Loss 1.7648 LearningRate 0.0267 Epoch: 9 Global Step: 161320 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:09,544-Speed 3264.11 samples/sec Loss 1.8669 LearningRate 0.0267 Epoch: 9 Global Step: 161330 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:12,657-Speed 3289.42 samples/sec Loss 1.8061 LearningRate 0.0267 Epoch: 9 Global Step: 161340 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:15,727-Speed 3336.08 samples/sec Loss 1.7936 LearningRate 0.0267 Epoch: 9 Global Step: 161350 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:18,849-Speed 3280.71 samples/sec Loss 1.7587 LearningRate 0.0267 Epoch: 9 Global Step: 161360 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:22,001-Speed 3249.92 samples/sec Loss 1.8280 LearningRate 0.0267 Epoch: 9 Global Step: 161370 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:25,085-Speed 3320.81 samples/sec Loss 1.8175 LearningRate 0.0267 Epoch: 9 Global Step: 161380 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:28,164-Speed 3327.19 samples/sec Loss 1.7839 LearningRate 0.0267 Epoch: 9 Global Step: 161390 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:31,253-Speed 3315.04 samples/sec Loss 1.7938 LearningRate 0.0267 Epoch: 9 Global Step: 161400 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:34,330-Speed 3329.20 samples/sec Loss 1.7373 LearningRate 0.0267 Epoch: 9 Global Step: 161410 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:37,425-Speed 3308.64 samples/sec Loss 1.8050 LearningRate 0.0267 Epoch: 9 Global Step: 161420 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:40,569-Speed 3258.31 samples/sec Loss 1.8867 LearningRate 0.0267 Epoch: 9 Global Step: 161430 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:43,823-Speed 3147.43 samples/sec Loss 1.8389 LearningRate 0.0267 Epoch: 9 Global Step: 161440 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:18:46,925-Speed 3301.73 samples/sec Loss 1.7936 LearningRate 0.0267 Epoch: 9 Global Step: 161450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:50,021-Speed 3309.10 samples/sec Loss 1.7976 LearningRate 0.0267 Epoch: 9 Global Step: 161460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:53,135-Speed 3289.31 samples/sec Loss 1.8219 LearningRate 0.0267 Epoch: 9 Global Step: 161470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:56,270-Speed 3267.38 samples/sec Loss 1.8367 LearningRate 0.0267 Epoch: 9 Global Step: 161480 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:18:59,479-Speed 3191.43 samples/sec Loss 1.7841 LearningRate 0.0266 Epoch: 9 Global Step: 161490 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:19:02,661-Speed 3218.56 samples/sec Loss 1.7554 LearningRate 0.0266 Epoch: 9 Global Step: 161500 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:19:05,789-Speed 3274.13 samples/sec Loss 1.8203 LearningRate 0.0266 Epoch: 9 Global Step: 161510 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:08,888-Speed 3305.69 samples/sec Loss 1.7616 LearningRate 0.0266 Epoch: 9 Global Step: 161520 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:11,968-Speed 3324.63 samples/sec Loss 1.8302 LearningRate 0.0266 Epoch: 9 Global Step: 161530 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:15,051-Speed 3322.33 samples/sec Loss 1.8370 LearningRate 0.0266 Epoch: 9 Global Step: 161540 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:18,144-Speed 3312.07 samples/sec Loss 1.8043 LearningRate 0.0266 Epoch: 9 Global Step: 161550 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:21,223-Speed 3326.54 samples/sec Loss 1.8494 LearningRate 0.0266 Epoch: 9 Global Step: 161560 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:24,304-Speed 3324.74 samples/sec Loss 1.7835 LearningRate 0.0266 Epoch: 9 Global Step: 161570 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:27,394-Speed 3314.54 samples/sec Loss 1.8147 LearningRate 0.0266 Epoch: 9 Global Step: 161580 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:30,478-Speed 3320.78 samples/sec Loss 1.8225 LearningRate 0.0266 Epoch: 9 Global Step: 161590 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:33,567-Speed 3315.32 samples/sec Loss 1.8207 LearningRate 0.0266 Epoch: 9 Global Step: 161600 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:36,662-Speed 3309.41 samples/sec Loss 1.7809 LearningRate 0.0266 Epoch: 9 Global Step: 161610 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:19:39,765-Speed 3301.53 samples/sec Loss 1.8044 LearningRate 0.0266 Epoch: 9 Global Step: 161620 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:19:42,854-Speed 3316.80 samples/sec Loss 1.8428 LearningRate 0.0266 Epoch: 9 Global Step: 161630 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:19:45,919-Speed 3340.89 samples/sec Loss 1.8374 LearningRate 0.0266 Epoch: 9 Global Step: 161640 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:48,999-Speed 3325.97 samples/sec Loss 1.7727 LearningRate 0.0266 Epoch: 9 Global Step: 161650 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:52,079-Speed 3325.23 samples/sec Loss 1.8200 LearningRate 0.0266 Epoch: 9 Global Step: 161660 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:55,161-Speed 3324.04 samples/sec Loss 1.7944 LearningRate 0.0266 Epoch: 9 Global Step: 161670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:19:58,320-Speed 3241.81 samples/sec Loss 1.7734 LearningRate 0.0266 Epoch: 9 Global Step: 161680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:20:01,449-Speed 3273.33 samples/sec Loss 1.7752 LearningRate 0.0266 Epoch: 9 Global Step: 161690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:20:04,596-Speed 3254.42 samples/sec Loss 1.8039 LearningRate 0.0266 Epoch: 9 Global Step: 161700 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:20:07,758-Speed 3239.75 samples/sec Loss 1.8377 LearningRate 0.0266 Epoch: 9 Global Step: 161710 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:20:10,910-Speed 3249.24 samples/sec Loss 1.8102 LearningRate 0.0266 Epoch: 9 Global Step: 161720 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:20:13,987-Speed 3329.14 samples/sec Loss 1.7978 LearningRate 0.0266 Epoch: 9 Global Step: 161730 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:20:17,059-Speed 3333.98 samples/sec Loss 1.7654 LearningRate 0.0266 Epoch: 9 Global Step: 161740 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:20,141-Speed 3323.62 samples/sec Loss 1.8531 LearningRate 0.0266 Epoch: 9 Global Step: 161750 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:23,248-Speed 3295.77 samples/sec Loss 1.8203 LearningRate 0.0266 Epoch: 9 Global Step: 161760 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:26,342-Speed 3311.03 samples/sec Loss 1.7746 LearningRate 0.0266 Epoch: 9 Global Step: 161770 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:29,495-Speed 3248.30 samples/sec Loss 1.7702 LearningRate 0.0266 Epoch: 9 Global Step: 161780 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:32,591-Speed 3308.10 samples/sec Loss 1.7868 LearningRate 0.0266 Epoch: 9 Global Step: 161790 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:35,673-Speed 3323.64 samples/sec Loss 1.8326 LearningRate 0.0266 Epoch: 9 Global Step: 161800 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:38,849-Speed 3224.98 samples/sec Loss 1.7900 LearningRate 0.0266 Epoch: 9 Global Step: 161810 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:42,025-Speed 3225.00 samples/sec Loss 1.8561 LearningRate 0.0265 Epoch: 9 Global Step: 161820 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:45,218-Speed 3206.98 samples/sec Loss 1.7940 LearningRate 0.0265 Epoch: 9 Global Step: 161830 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:48,375-Speed 3244.80 samples/sec Loss 1.8173 LearningRate 0.0265 Epoch: 9 Global Step: 161840 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:20:51,458-Speed 3321.62 samples/sec Loss 1.8691 LearningRate 0.0265 Epoch: 9 Global Step: 161850 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:54,537-Speed 3326.99 samples/sec Loss 1.8143 LearningRate 0.0265 Epoch: 9 Global Step: 161860 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:20:57,617-Speed 3325.48 samples/sec Loss 1.8124 LearningRate 0.0265 Epoch: 9 Global Step: 161870 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:00,698-Speed 3323.73 samples/sec Loss 1.8380 LearningRate 0.0265 Epoch: 9 Global Step: 161880 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:03,824-Speed 3277.42 samples/sec Loss 1.8241 LearningRate 0.0265 Epoch: 9 Global Step: 161890 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:06,906-Speed 3323.34 samples/sec Loss 1.7875 LearningRate 0.0265 Epoch: 9 Global Step: 161900 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:10,039-Speed 3268.36 samples/sec Loss 1.8574 LearningRate 0.0265 Epoch: 9 Global Step: 161910 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:13,175-Speed 3265.98 samples/sec Loss 1.7719 LearningRate 0.0265 Epoch: 9 Global Step: 161920 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:16,280-Speed 3299.03 samples/sec Loss 1.7947 LearningRate 0.0265 Epoch: 9 Global Step: 161930 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:19,363-Speed 3322.64 samples/sec Loss 1.8052 LearningRate 0.0265 Epoch: 9 Global Step: 161940 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:21:22,439-Speed 3329.57 samples/sec Loss 1.8155 LearningRate 0.0265 Epoch: 9 Global Step: 161950 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:21:25,531-Speed 3312.01 samples/sec Loss 1.8395 LearningRate 0.0265 Epoch: 9 Global Step: 161960 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:21:28,612-Speed 3325.29 samples/sec Loss 1.7856 LearningRate 0.0265 Epoch: 9 Global Step: 161970 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:21:31,697-Speed 3320.31 samples/sec Loss 1.8329 LearningRate 0.0265 Epoch: 9 Global Step: 161980 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:21:34,777-Speed 3325.62 samples/sec Loss 1.8732 LearningRate 0.0265 Epoch: 9 Global Step: 161990 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:21:37,865-Speed 3316.19 samples/sec Loss 1.8276 LearningRate 0.0265 Epoch: 9 Global Step: 162000 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:22:21,585-[lfw][162000]XNorm: 21.985103 Training: 2022-04-11 16:22:21,586-[lfw][162000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 16:22:21,586-[lfw][162000]Accuracy-Highest: 0.99817 Training: 2022-04-11 16:23:12,375-[cfp_fp][162000]XNorm: 21.550250 Training: 2022-04-11 16:23:12,376-[cfp_fp][162000]Accuracy-Flip: 0.98786+-0.00500 Training: 2022-04-11 16:23:12,376-[cfp_fp][162000]Accuracy-Highest: 0.98971 Training: 2022-04-11 16:23:56,153-[agedb_30][162000]XNorm: 22.324515 Training: 2022-04-11 16:23:56,154-[agedb_30][162000]Accuracy-Flip: 0.98167+-0.00715 Training: 2022-04-11 16:23:56,154-[agedb_30][162000]Accuracy-Highest: 0.98400 Training: 2022-04-11 16:23:59,241-Speed 72.43 samples/sec Loss 1.7867 LearningRate 0.0265 Epoch: 9 Global Step: 162010 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:24:02,306-Speed 3342.17 samples/sec Loss 1.7954 LearningRate 0.0265 Epoch: 9 Global Step: 162020 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:24:05,388-Speed 3323.32 samples/sec Loss 1.8436 LearningRate 0.0265 Epoch: 9 Global Step: 162030 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:24:08,453-Speed 3341.27 samples/sec Loss 1.8315 LearningRate 0.0265 Epoch: 9 Global Step: 162040 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:24:11,528-Speed 3330.25 samples/sec Loss 1.8339 LearningRate 0.0265 Epoch: 9 Global Step: 162050 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:14,597-Speed 3337.30 samples/sec Loss 1.8078 LearningRate 0.0265 Epoch: 9 Global Step: 162060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:17,676-Speed 3327.24 samples/sec Loss 1.7957 LearningRate 0.0265 Epoch: 9 Global Step: 162070 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:20,749-Speed 3333.03 samples/sec Loss 1.8860 LearningRate 0.0265 Epoch: 9 Global Step: 162080 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:23,823-Speed 3331.88 samples/sec Loss 1.8160 LearningRate 0.0265 Epoch: 9 Global Step: 162090 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:26,897-Speed 3332.21 samples/sec Loss 1.7829 LearningRate 0.0265 Epoch: 9 Global Step: 162100 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:30,091-Speed 3206.53 samples/sec Loss 1.7772 LearningRate 0.0265 Epoch: 9 Global Step: 162110 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:33,176-Speed 3320.45 samples/sec Loss 1.8426 LearningRate 0.0265 Epoch: 9 Global Step: 162120 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:36,248-Speed 3333.78 samples/sec Loss 1.7702 LearningRate 0.0265 Epoch: 9 Global Step: 162130 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:39,328-Speed 3324.85 samples/sec Loss 1.7642 LearningRate 0.0264 Epoch: 9 Global Step: 162140 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:42,391-Speed 3344.55 samples/sec Loss 1.8142 LearningRate 0.0264 Epoch: 9 Global Step: 162150 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:45,479-Speed 3315.92 samples/sec Loss 1.8021 LearningRate 0.0264 Epoch: 9 Global Step: 162160 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:48,556-Speed 3329.29 samples/sec Loss 1.8189 LearningRate 0.0264 Epoch: 9 Global Step: 162170 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:51,632-Speed 3329.59 samples/sec Loss 1.8248 LearningRate 0.0264 Epoch: 9 Global Step: 162180 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:54,741-Speed 3294.81 samples/sec Loss 1.7882 LearningRate 0.0264 Epoch: 9 Global Step: 162190 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:24:57,867-Speed 3275.92 samples/sec Loss 1.7633 LearningRate 0.0264 Epoch: 9 Global Step: 162200 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:00,983-Speed 3287.68 samples/sec Loss 1.8206 LearningRate 0.0264 Epoch: 9 Global Step: 162210 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:04,108-Speed 3276.93 samples/sec Loss 1.8275 LearningRate 0.0264 Epoch: 9 Global Step: 162220 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:07,188-Speed 3325.64 samples/sec Loss 1.8665 LearningRate 0.0264 Epoch: 9 Global Step: 162230 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:10,329-Speed 3261.47 samples/sec Loss 1.7815 LearningRate 0.0264 Epoch: 9 Global Step: 162240 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:13,465-Speed 3265.93 samples/sec Loss 1.8400 LearningRate 0.0264 Epoch: 9 Global Step: 162250 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:16,554-Speed 3315.48 samples/sec Loss 1.8280 LearningRate 0.0264 Epoch: 9 Global Step: 162260 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:19,661-Speed 3296.32 samples/sec Loss 1.8174 LearningRate 0.0264 Epoch: 9 Global Step: 162270 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:22,756-Speed 3309.74 samples/sec Loss 1.8173 LearningRate 0.0264 Epoch: 9 Global Step: 162280 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:25,922-Speed 3234.47 samples/sec Loss 1.8180 LearningRate 0.0264 Epoch: 9 Global Step: 162290 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:29,002-Speed 3326.07 samples/sec Loss 1.7517 LearningRate 0.0264 Epoch: 9 Global Step: 162300 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:32,096-Speed 3309.88 samples/sec Loss 1.7753 LearningRate 0.0264 Epoch: 9 Global Step: 162310 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:25:35,316-Speed 3181.53 samples/sec Loss 1.8214 LearningRate 0.0264 Epoch: 9 Global Step: 162320 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:38,475-Speed 3242.06 samples/sec Loss 1.8763 LearningRate 0.0264 Epoch: 9 Global Step: 162330 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:41,556-Speed 3324.72 samples/sec Loss 1.8065 LearningRate 0.0264 Epoch: 9 Global Step: 162340 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:44,637-Speed 3325.28 samples/sec Loss 1.7788 LearningRate 0.0264 Epoch: 9 Global Step: 162350 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:47,745-Speed 3295.11 samples/sec Loss 1.7738 LearningRate 0.0264 Epoch: 9 Global Step: 162360 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:50,904-Speed 3241.63 samples/sec Loss 1.7822 LearningRate 0.0264 Epoch: 9 Global Step: 162370 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:53,998-Speed 3311.06 samples/sec Loss 1.7760 LearningRate 0.0264 Epoch: 9 Global Step: 162380 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:25:57,190-Speed 3208.87 samples/sec Loss 1.8290 LearningRate 0.0264 Epoch: 9 Global Step: 162390 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:00,268-Speed 3327.49 samples/sec Loss 1.8012 LearningRate 0.0264 Epoch: 9 Global Step: 162400 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:03,349-Speed 3324.49 samples/sec Loss 1.8048 LearningRate 0.0264 Epoch: 9 Global Step: 162410 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:06,471-Speed 3279.90 samples/sec Loss 1.8211 LearningRate 0.0264 Epoch: 9 Global Step: 162420 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:09,687-Speed 3185.28 samples/sec Loss 1.8176 LearningRate 0.0264 Epoch: 9 Global Step: 162430 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:12,765-Speed 3327.90 samples/sec Loss 1.8031 LearningRate 0.0264 Epoch: 9 Global Step: 162440 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:15,842-Speed 3328.15 samples/sec Loss 1.7854 LearningRate 0.0264 Epoch: 9 Global Step: 162450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:18,920-Speed 3327.85 samples/sec Loss 1.8575 LearningRate 0.0264 Epoch: 9 Global Step: 162460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:22,010-Speed 3315.36 samples/sec Loss 1.8556 LearningRate 0.0263 Epoch: 9 Global Step: 162470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:25,115-Speed 3298.43 samples/sec Loss 1.8279 LearningRate 0.0263 Epoch: 9 Global Step: 162480 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:28,200-Speed 3319.26 samples/sec Loss 1.8205 LearningRate 0.0263 Epoch: 9 Global Step: 162490 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:31,289-Speed 3315.66 samples/sec Loss 1.8397 LearningRate 0.0263 Epoch: 9 Global Step: 162500 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:34,415-Speed 3276.84 samples/sec Loss 1.7868 LearningRate 0.0263 Epoch: 9 Global Step: 162510 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:37,570-Speed 3247.10 samples/sec Loss 1.8132 LearningRate 0.0263 Epoch: 9 Global Step: 162520 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:40,682-Speed 3290.64 samples/sec Loss 1.7881 LearningRate 0.0263 Epoch: 9 Global Step: 162530 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:43,877-Speed 3205.72 samples/sec Loss 1.8273 LearningRate 0.0263 Epoch: 9 Global Step: 162540 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:46,986-Speed 3294.40 samples/sec Loss 1.7818 LearningRate 0.0263 Epoch: 9 Global Step: 162550 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:50,119-Speed 3269.03 samples/sec Loss 1.7800 LearningRate 0.0263 Epoch: 9 Global Step: 162560 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:53,206-Speed 3317.60 samples/sec Loss 1.8143 LearningRate 0.0263 Epoch: 9 Global Step: 162570 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:56,295-Speed 3316.50 samples/sec Loss 1.7754 LearningRate 0.0263 Epoch: 9 Global Step: 162580 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:26:59,401-Speed 3296.90 samples/sec Loss 1.8088 LearningRate 0.0263 Epoch: 9 Global Step: 162590 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:27:02,488-Speed 3318.29 samples/sec Loss 1.7563 LearningRate 0.0263 Epoch: 9 Global Step: 162600 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:27:05,573-Speed 3320.09 samples/sec Loss 1.7526 LearningRate 0.0263 Epoch: 9 Global Step: 162610 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:27:08,736-Speed 3238.29 samples/sec Loss 1.8269 LearningRate 0.0263 Epoch: 9 Global Step: 162620 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:27:11,870-Speed 3268.50 samples/sec Loss 1.8254 LearningRate 0.0263 Epoch: 9 Global Step: 162630 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:27:15,050-Speed 3222.14 samples/sec Loss 1.8053 LearningRate 0.0263 Epoch: 9 Global Step: 162640 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:27:18,172-Speed 3281.14 samples/sec Loss 1.7928 LearningRate 0.0263 Epoch: 9 Global Step: 162650 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:27:21,343-Speed 3229.26 samples/sec Loss 1.8392 LearningRate 0.0263 Epoch: 9 Global Step: 162660 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:27:24,575-Speed 3169.21 samples/sec Loss 1.7739 LearningRate 0.0263 Epoch: 9 Global Step: 162670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:27:27,656-Speed 3324.70 samples/sec Loss 1.8849 LearningRate 0.0263 Epoch: 9 Global Step: 162680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:27:30,766-Speed 3293.96 samples/sec Loss 1.8663 LearningRate 0.0263 Epoch: 9 Global Step: 162690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:27:33,871-Speed 3298.18 samples/sec Loss 1.8095 LearningRate 0.0263 Epoch: 9 Global Step: 162700 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:36,947-Speed 3329.40 samples/sec Loss 1.8028 LearningRate 0.0263 Epoch: 9 Global Step: 162710 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:40,032-Speed 3321.15 samples/sec Loss 1.8657 LearningRate 0.0263 Epoch: 9 Global Step: 162720 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:43,117-Speed 3319.43 samples/sec Loss 1.8435 LearningRate 0.0263 Epoch: 9 Global Step: 162730 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:46,199-Speed 3323.55 samples/sec Loss 1.8664 LearningRate 0.0263 Epoch: 9 Global Step: 162740 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:49,294-Speed 3308.84 samples/sec Loss 1.7776 LearningRate 0.0263 Epoch: 9 Global Step: 162750 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:52,374-Speed 3326.07 samples/sec Loss 1.7739 LearningRate 0.0263 Epoch: 9 Global Step: 162760 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:55,506-Speed 3270.44 samples/sec Loss 1.7853 LearningRate 0.0263 Epoch: 9 Global Step: 162770 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:27:58,619-Speed 3289.37 samples/sec Loss 1.7934 LearningRate 0.0263 Epoch: 9 Global Step: 162780 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:28:01,696-Speed 3329.41 samples/sec Loss 1.7605 LearningRate 0.0262 Epoch: 9 Global Step: 162790 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:28:04,775-Speed 3325.61 samples/sec Loss 1.8052 LearningRate 0.0262 Epoch: 9 Global Step: 162800 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:07,856-Speed 3324.55 samples/sec Loss 1.7946 LearningRate 0.0262 Epoch: 9 Global Step: 162810 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:10,953-Speed 3308.10 samples/sec Loss 1.8150 LearningRate 0.0262 Epoch: 9 Global Step: 162820 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:14,048-Speed 3309.50 samples/sec Loss 1.8275 LearningRate 0.0262 Epoch: 9 Global Step: 162830 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:17,147-Speed 3304.19 samples/sec Loss 1.8635 LearningRate 0.0262 Epoch: 9 Global Step: 162840 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:20,228-Speed 3324.91 samples/sec Loss 1.8317 LearningRate 0.0262 Epoch: 9 Global Step: 162850 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:23,301-Speed 3333.07 samples/sec Loss 1.8218 LearningRate 0.0262 Epoch: 9 Global Step: 162860 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:26,414-Speed 3290.77 samples/sec Loss 1.7978 LearningRate 0.0262 Epoch: 9 Global Step: 162870 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:29,536-Speed 3280.08 samples/sec Loss 1.8569 LearningRate 0.0262 Epoch: 9 Global Step: 162880 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:32,787-Speed 3150.83 samples/sec Loss 1.7635 LearningRate 0.0262 Epoch: 9 Global Step: 162890 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:35,869-Speed 3323.19 samples/sec Loss 1.7855 LearningRate 0.0262 Epoch: 9 Global Step: 162900 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:28:38,945-Speed 3329.31 samples/sec Loss 1.7476 LearningRate 0.0262 Epoch: 9 Global Step: 162910 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:28:42,048-Speed 3300.84 samples/sec Loss 1.8357 LearningRate 0.0262 Epoch: 9 Global Step: 162920 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:28:45,193-Speed 3256.55 samples/sec Loss 1.7921 LearningRate 0.0262 Epoch: 9 Global Step: 162930 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:28:48,311-Speed 3284.65 samples/sec Loss 1.8406 LearningRate 0.0262 Epoch: 9 Global Step: 162940 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:51,399-Speed 3318.10 samples/sec Loss 1.8074 LearningRate 0.0262 Epoch: 9 Global Step: 162950 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:54,486-Speed 3317.43 samples/sec Loss 1.8355 LearningRate 0.0262 Epoch: 9 Global Step: 162960 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:28:57,608-Speed 3280.54 samples/sec Loss 1.7707 LearningRate 0.0262 Epoch: 9 Global Step: 162970 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:00,710-Speed 3301.53 samples/sec Loss 1.7991 LearningRate 0.0262 Epoch: 9 Global Step: 162980 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:03,794-Speed 3321.41 samples/sec Loss 1.8417 LearningRate 0.0262 Epoch: 9 Global Step: 162990 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:06,882-Speed 3316.89 samples/sec Loss 1.7933 LearningRate 0.0262 Epoch: 9 Global Step: 163000 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:10,014-Speed 3270.38 samples/sec Loss 1.8839 LearningRate 0.0262 Epoch: 9 Global Step: 163010 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:13,088-Speed 3332.37 samples/sec Loss 1.8108 LearningRate 0.0262 Epoch: 9 Global Step: 163020 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:16,178-Speed 3314.19 samples/sec Loss 1.7669 LearningRate 0.0262 Epoch: 9 Global Step: 163030 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:19,264-Speed 3319.45 samples/sec Loss 1.8055 LearningRate 0.0262 Epoch: 9 Global Step: 163040 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:29:22,369-Speed 3298.23 samples/sec Loss 1.8153 LearningRate 0.0262 Epoch: 9 Global Step: 163050 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:29:25,446-Speed 3328.75 samples/sec Loss 1.7994 LearningRate 0.0262 Epoch: 9 Global Step: 163060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:29:28,616-Speed 3230.91 samples/sec Loss 1.8326 LearningRate 0.0262 Epoch: 9 Global Step: 163070 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:29:31,691-Speed 3331.31 samples/sec Loss 1.8192 LearningRate 0.0262 Epoch: 9 Global Step: 163080 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:34,767-Speed 3329.92 samples/sec Loss 1.8006 LearningRate 0.0262 Epoch: 9 Global Step: 163090 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:37,875-Speed 3295.36 samples/sec Loss 1.8163 LearningRate 0.0262 Epoch: 9 Global Step: 163100 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:40,953-Speed 3327.09 samples/sec Loss 1.8016 LearningRate 0.0262 Epoch: 9 Global Step: 163110 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:44,050-Speed 3307.49 samples/sec Loss 1.8098 LearningRate 0.0261 Epoch: 9 Global Step: 163120 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:47,180-Speed 3272.52 samples/sec Loss 1.8390 LearningRate 0.0261 Epoch: 9 Global Step: 163130 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:50,266-Speed 3318.90 samples/sec Loss 1.8524 LearningRate 0.0261 Epoch: 9 Global Step: 163140 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:53,345-Speed 3326.20 samples/sec Loss 1.8093 LearningRate 0.0261 Epoch: 9 Global Step: 163150 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:56,425-Speed 3324.98 samples/sec Loss 1.7626 LearningRate 0.0261 Epoch: 9 Global Step: 163160 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:29:59,506-Speed 3325.03 samples/sec Loss 1.8315 LearningRate 0.0261 Epoch: 9 Global Step: 163170 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:30:02,594-Speed 3317.12 samples/sec Loss 1.7821 LearningRate 0.0261 Epoch: 9 Global Step: 163180 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:05,679-Speed 3319.05 samples/sec Loss 1.8166 LearningRate 0.0261 Epoch: 9 Global Step: 163190 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:08,780-Speed 3303.37 samples/sec Loss 1.8476 LearningRate 0.0261 Epoch: 9 Global Step: 163200 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:11,862-Speed 3322.93 samples/sec Loss 1.8670 LearningRate 0.0261 Epoch: 9 Global Step: 163210 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:14,955-Speed 3311.89 samples/sec Loss 1.8855 LearningRate 0.0261 Epoch: 9 Global Step: 163220 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:18,058-Speed 3300.32 samples/sec Loss 1.8599 LearningRate 0.0261 Epoch: 9 Global Step: 163230 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:21,281-Speed 3178.70 samples/sec Loss 1.7635 LearningRate 0.0261 Epoch: 9 Global Step: 163240 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:24,360-Speed 3326.19 samples/sec Loss 1.8145 LearningRate 0.0261 Epoch: 9 Global Step: 163250 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:27,501-Speed 3260.78 samples/sec Loss 1.7806 LearningRate 0.0261 Epoch: 9 Global Step: 163260 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:30,596-Speed 3308.48 samples/sec Loss 1.7603 LearningRate 0.0261 Epoch: 9 Global Step: 163270 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:33,666-Speed 3337.71 samples/sec Loss 1.7970 LearningRate 0.0261 Epoch: 9 Global Step: 163280 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:36,746-Speed 3325.55 samples/sec Loss 1.7818 LearningRate 0.0261 Epoch: 9 Global Step: 163290 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:39,888-Speed 3260.38 samples/sec Loss 1.8633 LearningRate 0.0261 Epoch: 9 Global Step: 163300 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:42,973-Speed 3320.02 samples/sec Loss 1.8038 LearningRate 0.0261 Epoch: 9 Global Step: 163310 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:30:46,058-Speed 3320.34 samples/sec Loss 1.8329 LearningRate 0.0261 Epoch: 9 Global Step: 163320 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:30:49,202-Speed 3257.90 samples/sec Loss 1.7972 LearningRate 0.0261 Epoch: 9 Global Step: 163330 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:30:52,304-Speed 3301.19 samples/sec Loss 1.8552 LearningRate 0.0261 Epoch: 9 Global Step: 163340 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:30:55,414-Speed 3293.38 samples/sec Loss 1.8054 LearningRate 0.0261 Epoch: 9 Global Step: 163350 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:30:58,500-Speed 3319.46 samples/sec Loss 1.8073 LearningRate 0.0261 Epoch: 9 Global Step: 163360 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:01,580-Speed 3324.88 samples/sec Loss 1.7721 LearningRate 0.0261 Epoch: 9 Global Step: 163370 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:04,682-Speed 3302.10 samples/sec Loss 1.7630 LearningRate 0.0261 Epoch: 9 Global Step: 163380 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:07,772-Speed 3314.52 samples/sec Loss 1.8094 LearningRate 0.0261 Epoch: 9 Global Step: 163390 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:10,881-Speed 3294.42 samples/sec Loss 1.8134 LearningRate 0.0261 Epoch: 9 Global Step: 163400 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:13,996-Speed 3288.96 samples/sec Loss 1.7899 LearningRate 0.0261 Epoch: 9 Global Step: 163410 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:17,080-Speed 3320.71 samples/sec Loss 1.7444 LearningRate 0.0261 Epoch: 9 Global Step: 163420 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:31:20,166-Speed 3319.07 samples/sec Loss 1.7961 LearningRate 0.0261 Epoch: 9 Global Step: 163430 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:31:23,321-Speed 3245.91 samples/sec Loss 1.8099 LearningRate 0.0261 Epoch: 9 Global Step: 163440 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:31:26,559-Speed 3163.70 samples/sec Loss 1.8339 LearningRate 0.0260 Epoch: 9 Global Step: 163450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:31:29,768-Speed 3191.14 samples/sec Loss 1.8118 LearningRate 0.0260 Epoch: 9 Global Step: 163460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:31:32,867-Speed 3305.69 samples/sec Loss 1.7612 LearningRate 0.0260 Epoch: 9 Global Step: 163470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:31:35,980-Speed 3290.21 samples/sec Loss 1.8514 LearningRate 0.0260 Epoch: 9 Global Step: 163480 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:39,071-Speed 3312.99 samples/sec Loss 1.8331 LearningRate 0.0260 Epoch: 9 Global Step: 163490 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:42,167-Speed 3308.60 samples/sec Loss 1.8246 LearningRate 0.0260 Epoch: 9 Global Step: 163500 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:45,249-Speed 3323.63 samples/sec Loss 1.7901 LearningRate 0.0260 Epoch: 9 Global Step: 163510 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:48,358-Speed 3294.58 samples/sec Loss 1.8348 LearningRate 0.0260 Epoch: 9 Global Step: 163520 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:51,536-Speed 3222.25 samples/sec Loss 1.8282 LearningRate 0.0260 Epoch: 9 Global Step: 163530 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:54,643-Speed 3296.52 samples/sec Loss 1.7975 LearningRate 0.0260 Epoch: 9 Global Step: 163540 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:31:57,722-Speed 3326.69 samples/sec Loss 1.8300 LearningRate 0.0260 Epoch: 9 Global Step: 163550 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:00,808-Speed 3319.12 samples/sec Loss 1.7953 LearningRate 0.0260 Epoch: 9 Global Step: 163560 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:03,904-Speed 3308.49 samples/sec Loss 1.7901 LearningRate 0.0260 Epoch: 9 Global Step: 163570 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:07,032-Speed 3274.33 samples/sec Loss 1.7133 LearningRate 0.0260 Epoch: 9 Global Step: 163580 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:32:10,159-Speed 3275.65 samples/sec Loss 1.8016 LearningRate 0.0260 Epoch: 9 Global Step: 163590 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:32:13,244-Speed 3320.37 samples/sec Loss 1.8075 LearningRate 0.0260 Epoch: 9 Global Step: 163600 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:16,330-Speed 3319.07 samples/sec Loss 1.8292 LearningRate 0.0260 Epoch: 9 Global Step: 163610 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:19,413-Speed 3321.48 samples/sec Loss 1.8309 LearningRate 0.0260 Epoch: 9 Global Step: 163620 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:22,529-Speed 3287.00 samples/sec Loss 1.7910 LearningRate 0.0260 Epoch: 9 Global Step: 163630 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:25,677-Speed 3254.53 samples/sec Loss 1.7637 LearningRate 0.0260 Epoch: 9 Global Step: 163640 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:28,774-Speed 3306.35 samples/sec Loss 1.7659 LearningRate 0.0260 Epoch: 9 Global Step: 163650 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:31,854-Speed 3326.13 samples/sec Loss 1.8498 LearningRate 0.0260 Epoch: 9 Global Step: 163660 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:34,935-Speed 3323.80 samples/sec Loss 1.8605 LearningRate 0.0260 Epoch: 9 Global Step: 163670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:38,017-Speed 3323.88 samples/sec Loss 1.7980 LearningRate 0.0260 Epoch: 9 Global Step: 163680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:41,101-Speed 3321.12 samples/sec Loss 1.7774 LearningRate 0.0260 Epoch: 9 Global Step: 163690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:32:44,246-Speed 3256.92 samples/sec Loss 1.8470 LearningRate 0.0260 Epoch: 9 Global Step: 163700 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:32:47,351-Speed 3298.28 samples/sec Loss 1.7760 LearningRate 0.0260 Epoch: 9 Global Step: 163710 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:32:50,461-Speed 3293.27 samples/sec Loss 1.7331 LearningRate 0.0260 Epoch: 9 Global Step: 163720 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:32:53,580-Speed 3283.74 samples/sec Loss 1.8164 LearningRate 0.0260 Epoch: 9 Global Step: 163730 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:32:56,663-Speed 3323.17 samples/sec Loss 1.7744 LearningRate 0.0260 Epoch: 9 Global Step: 163740 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:32:59,788-Speed 3277.30 samples/sec Loss 1.7615 LearningRate 0.0260 Epoch: 9 Global Step: 163750 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:02,882-Speed 3309.88 samples/sec Loss 1.7985 LearningRate 0.0260 Epoch: 9 Global Step: 163760 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:05,976-Speed 3310.18 samples/sec Loss 1.7824 LearningRate 0.0259 Epoch: 9 Global Step: 163770 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:09,054-Speed 3328.39 samples/sec Loss 1.7722 LearningRate 0.0259 Epoch: 9 Global Step: 163780 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:12,148-Speed 3309.66 samples/sec Loss 1.7821 LearningRate 0.0259 Epoch: 9 Global Step: 163790 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:15,214-Speed 3341.23 samples/sec Loss 1.8312 LearningRate 0.0259 Epoch: 9 Global Step: 163800 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:18,293-Speed 3326.34 samples/sec Loss 1.7847 LearningRate 0.0259 Epoch: 9 Global Step: 163810 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:21,380-Speed 3318.90 samples/sec Loss 1.7271 LearningRate 0.0259 Epoch: 9 Global Step: 163820 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:24,458-Speed 3327.22 samples/sec Loss 1.8355 LearningRate 0.0259 Epoch: 9 Global Step: 163830 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:27,544-Speed 3318.81 samples/sec Loss 1.8246 LearningRate 0.0259 Epoch: 9 Global Step: 163840 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:30,641-Speed 3307.41 samples/sec Loss 1.7527 LearningRate 0.0259 Epoch: 9 Global Step: 163850 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:33,727-Speed 3318.96 samples/sec Loss 1.8461 LearningRate 0.0259 Epoch: 9 Global Step: 163860 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:36,928-Speed 3199.32 samples/sec Loss 1.8050 LearningRate 0.0259 Epoch: 9 Global Step: 163870 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:40,118-Speed 3210.54 samples/sec Loss 1.8017 LearningRate 0.0259 Epoch: 9 Global Step: 163880 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:43,238-Speed 3282.80 samples/sec Loss 1.7905 LearningRate 0.0259 Epoch: 9 Global Step: 163890 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:33:46,342-Speed 3300.42 samples/sec Loss 1.8229 LearningRate 0.0259 Epoch: 9 Global Step: 163900 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:49,459-Speed 3286.55 samples/sec Loss 1.7706 LearningRate 0.0259 Epoch: 9 Global Step: 163910 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:52,673-Speed 3186.03 samples/sec Loss 1.8291 LearningRate 0.0259 Epoch: 9 Global Step: 163920 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:55,792-Speed 3284.53 samples/sec Loss 1.8032 LearningRate 0.0259 Epoch: 9 Global Step: 163930 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:33:58,872-Speed 3324.83 samples/sec Loss 1.8124 LearningRate 0.0259 Epoch: 9 Global Step: 163940 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:34:01,952-Speed 3326.24 samples/sec Loss 1.7297 LearningRate 0.0259 Epoch: 9 Global Step: 163950 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:34:05,188-Speed 3164.34 samples/sec Loss 1.8061 LearningRate 0.0259 Epoch: 9 Global Step: 163960 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:34:08,351-Speed 3237.74 samples/sec Loss 1.8198 LearningRate 0.0259 Epoch: 9 Global Step: 163970 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:34:11,532-Speed 3220.00 samples/sec Loss 1.8442 LearningRate 0.0259 Epoch: 9 Global Step: 163980 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:34:14,643-Speed 3293.29 samples/sec Loss 1.8629 LearningRate 0.0259 Epoch: 9 Global Step: 163990 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:34:17,750-Speed 3295.92 samples/sec Loss 1.7982 LearningRate 0.0259 Epoch: 9 Global Step: 164000 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:35:01,670-[lfw][164000]XNorm: 21.350872 Training: 2022-04-11 16:35:01,670-[lfw][164000]Accuracy-Flip: 0.99750+-0.00291 Training: 2022-04-11 16:35:01,671-[lfw][164000]Accuracy-Highest: 0.99817 Training: 2022-04-11 16:35:52,459-[cfp_fp][164000]XNorm: 20.389568 Training: 2022-04-11 16:35:52,459-[cfp_fp][164000]Accuracy-Flip: 0.98971+-0.00432 Training: 2022-04-11 16:35:52,460-[cfp_fp][164000]Accuracy-Highest: 0.98971 Training: 2022-04-11 16:36:36,168-[agedb_30][164000]XNorm: 21.657997 Training: 2022-04-11 16:36:36,168-[agedb_30][164000]Accuracy-Flip: 0.98450+-0.00578 Training: 2022-04-11 16:36:36,169-[agedb_30][164000]Accuracy-Highest: 0.98450 Training: 2022-04-11 16:36:39,315-Speed 72.34 samples/sec Loss 1.8630 LearningRate 0.0259 Epoch: 9 Global Step: 164010 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:36:42,413-Speed 3305.22 samples/sec Loss 1.8336 LearningRate 0.0259 Epoch: 9 Global Step: 164020 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:36:45,564-Speed 3250.78 samples/sec Loss 1.8404 LearningRate 0.0259 Epoch: 9 Global Step: 164030 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:36:48,641-Speed 3328.93 samples/sec Loss 1.8027 LearningRate 0.0259 Epoch: 9 Global Step: 164040 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:36:51,707-Speed 3340.48 samples/sec Loss 1.8093 LearningRate 0.0259 Epoch: 9 Global Step: 164050 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:36:54,777-Speed 3335.84 samples/sec Loss 1.8047 LearningRate 0.0259 Epoch: 9 Global Step: 164060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:36:57,874-Speed 3306.81 samples/sec Loss 1.7909 LearningRate 0.0259 Epoch: 9 Global Step: 164070 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:00,980-Speed 3298.35 samples/sec Loss 1.7397 LearningRate 0.0259 Epoch: 9 Global Step: 164080 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:04,135-Speed 3246.39 samples/sec Loss 1.7999 LearningRate 0.0259 Epoch: 9 Global Step: 164090 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:07,231-Speed 3308.37 samples/sec Loss 1.7767 LearningRate 0.0258 Epoch: 9 Global Step: 164100 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:10,299-Speed 3338.88 samples/sec Loss 1.8251 LearningRate 0.0258 Epoch: 9 Global Step: 164110 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:13,382-Speed 3321.89 samples/sec Loss 1.8209 LearningRate 0.0258 Epoch: 9 Global Step: 164120 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:16,443-Speed 3345.39 samples/sec Loss 1.7638 LearningRate 0.0258 Epoch: 9 Global Step: 164130 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:19,517-Speed 3332.41 samples/sec Loss 1.7262 LearningRate 0.0258 Epoch: 9 Global Step: 164140 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:22,744-Speed 3173.99 samples/sec Loss 1.7994 LearningRate 0.0258 Epoch: 9 Global Step: 164150 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:25,856-Speed 3291.64 samples/sec Loss 1.8097 LearningRate 0.0258 Epoch: 9 Global Step: 164160 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:28,934-Speed 3327.54 samples/sec Loss 1.8771 LearningRate 0.0258 Epoch: 9 Global Step: 164170 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:32,011-Speed 3328.10 samples/sec Loss 1.7625 LearningRate 0.0258 Epoch: 9 Global Step: 164180 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:35,083-Speed 3335.03 samples/sec Loss 1.8560 LearningRate 0.0258 Epoch: 9 Global Step: 164190 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:38,159-Speed 3328.94 samples/sec Loss 1.7787 LearningRate 0.0258 Epoch: 9 Global Step: 164200 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:41,246-Speed 3317.93 samples/sec Loss 1.8456 LearningRate 0.0258 Epoch: 9 Global Step: 164210 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:44,349-Speed 3300.71 samples/sec Loss 1.7727 LearningRate 0.0258 Epoch: 9 Global Step: 164220 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:37:47,430-Speed 3324.88 samples/sec Loss 1.7859 LearningRate 0.0258 Epoch: 9 Global Step: 164230 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:50,526-Speed 3307.92 samples/sec Loss 1.8004 LearningRate 0.0258 Epoch: 9 Global Step: 164240 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:53,623-Speed 3307.27 samples/sec Loss 1.7698 LearningRate 0.0258 Epoch: 9 Global Step: 164250 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:56,721-Speed 3306.08 samples/sec Loss 1.8382 LearningRate 0.0258 Epoch: 9 Global Step: 164260 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:37:59,809-Speed 3317.70 samples/sec Loss 1.8260 LearningRate 0.0258 Epoch: 9 Global Step: 164270 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:02,903-Speed 3310.29 samples/sec Loss 1.7698 LearningRate 0.0258 Epoch: 9 Global Step: 164280 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:06,060-Speed 3243.58 samples/sec Loss 1.8057 LearningRate 0.0258 Epoch: 9 Global Step: 164290 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:09,154-Speed 3310.45 samples/sec Loss 1.7827 LearningRate 0.0258 Epoch: 9 Global Step: 164300 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:12,231-Speed 3328.97 samples/sec Loss 1.8374 LearningRate 0.0258 Epoch: 9 Global Step: 164310 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:15,332-Speed 3302.30 samples/sec Loss 1.7628 LearningRate 0.0258 Epoch: 9 Global Step: 164320 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:18,432-Speed 3304.47 samples/sec Loss 1.8571 LearningRate 0.0258 Epoch: 9 Global Step: 164330 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:38:21,506-Speed 3331.84 samples/sec Loss 1.8172 LearningRate 0.0258 Epoch: 9 Global Step: 164340 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:38:24,575-Speed 3338.21 samples/sec Loss 1.8203 LearningRate 0.0258 Epoch: 9 Global Step: 164350 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:27,698-Speed 3278.55 samples/sec Loss 1.8315 LearningRate 0.0258 Epoch: 9 Global Step: 164360 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:30,778-Speed 3326.16 samples/sec Loss 1.8345 LearningRate 0.0258 Epoch: 9 Global Step: 164370 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:33,853-Speed 3330.89 samples/sec Loss 1.8182 LearningRate 0.0258 Epoch: 9 Global Step: 164380 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:36,941-Speed 3316.96 samples/sec Loss 1.7868 LearningRate 0.0258 Epoch: 9 Global Step: 164390 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:40,030-Speed 3314.85 samples/sec Loss 1.8744 LearningRate 0.0258 Epoch: 9 Global Step: 164400 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:43,102-Speed 3333.94 samples/sec Loss 1.8836 LearningRate 0.0258 Epoch: 9 Global Step: 164410 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:46,304-Speed 3199.51 samples/sec Loss 1.7992 LearningRate 0.0258 Epoch: 9 Global Step: 164420 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:49,410-Speed 3298.20 samples/sec Loss 1.7866 LearningRate 0.0257 Epoch: 9 Global Step: 164430 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:52,489-Speed 3326.14 samples/sec Loss 1.8168 LearningRate 0.0257 Epoch: 9 Global Step: 164440 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:55,560-Speed 3334.98 samples/sec Loss 1.8396 LearningRate 0.0257 Epoch: 9 Global Step: 164450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:38:58,652-Speed 3312.98 samples/sec Loss 1.8109 LearningRate 0.0257 Epoch: 9 Global Step: 164460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:01,827-Speed 3225.62 samples/sec Loss 1.7562 LearningRate 0.0257 Epoch: 9 Global Step: 164470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:04,905-Speed 3327.60 samples/sec Loss 1.7913 LearningRate 0.0257 Epoch: 9 Global Step: 164480 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:07,992-Speed 3317.95 samples/sec Loss 1.7828 LearningRate 0.0257 Epoch: 9 Global Step: 164490 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:11,072-Speed 3325.71 samples/sec Loss 1.8130 LearningRate 0.0257 Epoch: 9 Global Step: 164500 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:14,150-Speed 3327.54 samples/sec Loss 1.7837 LearningRate 0.0257 Epoch: 9 Global Step: 164510 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:17,337-Speed 3213.69 samples/sec Loss 1.7488 LearningRate 0.0257 Epoch: 9 Global Step: 164520 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:20,474-Speed 3264.69 samples/sec Loss 1.7764 LearningRate 0.0257 Epoch: 9 Global Step: 164530 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:23,563-Speed 3316.55 samples/sec Loss 1.7758 LearningRate 0.0257 Epoch: 9 Global Step: 164540 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:26,635-Speed 3333.46 samples/sec Loss 1.8041 LearningRate 0.0257 Epoch: 9 Global Step: 164550 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:29,714-Speed 3326.73 samples/sec Loss 1.8235 LearningRate 0.0257 Epoch: 9 Global Step: 164560 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:32,790-Speed 3329.58 samples/sec Loss 1.7407 LearningRate 0.0257 Epoch: 9 Global Step: 164570 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:35,872-Speed 3322.89 samples/sec Loss 1.8439 LearningRate 0.0257 Epoch: 9 Global Step: 164580 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:38,949-Speed 3328.52 samples/sec Loss 1.7889 LearningRate 0.0257 Epoch: 9 Global Step: 164590 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:42,036-Speed 3318.39 samples/sec Loss 1.7943 LearningRate 0.0257 Epoch: 9 Global Step: 164600 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:45,114-Speed 3328.37 samples/sec Loss 1.7589 LearningRate 0.0257 Epoch: 9 Global Step: 164610 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:39:48,176-Speed 3344.33 samples/sec Loss 1.7597 LearningRate 0.0257 Epoch: 9 Global Step: 164620 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:39:51,248-Speed 3334.75 samples/sec Loss 1.7401 LearningRate 0.0257 Epoch: 9 Global Step: 164630 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:39:54,330-Speed 3322.43 samples/sec Loss 1.8143 LearningRate 0.0257 Epoch: 9 Global Step: 164640 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:39:57,412-Speed 3323.47 samples/sec Loss 1.7770 LearningRate 0.0257 Epoch: 9 Global Step: 164650 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:00,489-Speed 3328.64 samples/sec Loss 1.7680 LearningRate 0.0257 Epoch: 9 Global Step: 164660 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:03,576-Speed 3318.34 samples/sec Loss 1.8684 LearningRate 0.0257 Epoch: 9 Global Step: 164670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:06,678-Speed 3301.97 samples/sec Loss 1.7804 LearningRate 0.0257 Epoch: 9 Global Step: 164680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:09,759-Speed 3323.94 samples/sec Loss 1.7695 LearningRate 0.0257 Epoch: 9 Global Step: 164690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:12,848-Speed 3316.06 samples/sec Loss 1.7587 LearningRate 0.0257 Epoch: 9 Global Step: 164700 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:15,963-Speed 3288.60 samples/sec Loss 1.7969 LearningRate 0.0257 Epoch: 9 Global Step: 164710 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:19,040-Speed 3328.63 samples/sec Loss 1.7646 LearningRate 0.0257 Epoch: 9 Global Step: 164720 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:40:22,187-Speed 3253.85 samples/sec Loss 1.7921 LearningRate 0.0257 Epoch: 9 Global Step: 164730 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:40:25,327-Speed 3262.06 samples/sec Loss 1.7838 LearningRate 0.0257 Epoch: 9 Global Step: 164740 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:40:28,414-Speed 3318.20 samples/sec Loss 1.8298 LearningRate 0.0257 Epoch: 9 Global Step: 164750 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:40:31,498-Speed 3320.50 samples/sec Loss 1.8164 LearningRate 0.0256 Epoch: 9 Global Step: 164760 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:40:34,586-Speed 3318.11 samples/sec Loss 1.8509 LearningRate 0.0256 Epoch: 9 Global Step: 164770 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:40:37,666-Speed 3325.19 samples/sec Loss 1.8003 LearningRate 0.0256 Epoch: 9 Global Step: 164780 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:40,741-Speed 3330.47 samples/sec Loss 1.7559 LearningRate 0.0256 Epoch: 9 Global Step: 164790 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:43,849-Speed 3295.73 samples/sec Loss 1.8392 LearningRate 0.0256 Epoch: 9 Global Step: 164800 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:46,939-Speed 3314.71 samples/sec Loss 1.7610 LearningRate 0.0256 Epoch: 9 Global Step: 164810 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:50,016-Speed 3328.64 samples/sec Loss 1.8079 LearningRate 0.0256 Epoch: 9 Global Step: 164820 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:53,124-Speed 3295.92 samples/sec Loss 1.7555 LearningRate 0.0256 Epoch: 9 Global Step: 164830 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:56,196-Speed 3333.74 samples/sec Loss 1.7852 LearningRate 0.0256 Epoch: 9 Global Step: 164840 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:40:59,273-Speed 3328.14 samples/sec Loss 1.7827 LearningRate 0.0256 Epoch: 9 Global Step: 164850 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:02,370-Speed 3307.28 samples/sec Loss 1.7914 LearningRate 0.0256 Epoch: 9 Global Step: 164860 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:05,447-Speed 3329.16 samples/sec Loss 1.8319 LearningRate 0.0256 Epoch: 9 Global Step: 164870 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:08,573-Speed 3276.24 samples/sec Loss 1.7937 LearningRate 0.0256 Epoch: 9 Global Step: 164880 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:41:11,677-Speed 3300.69 samples/sec Loss 1.7347 LearningRate 0.0256 Epoch: 9 Global Step: 164890 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:41:14,940-Speed 3138.07 samples/sec Loss 1.8329 LearningRate 0.0256 Epoch: 9 Global Step: 164900 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:41:18,045-Speed 3298.98 samples/sec Loss 1.7360 LearningRate 0.0256 Epoch: 9 Global Step: 164910 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:41:21,159-Speed 3288.59 samples/sec Loss 1.7796 LearningRate 0.0256 Epoch: 9 Global Step: 164920 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:24,290-Speed 3272.00 samples/sec Loss 1.7514 LearningRate 0.0256 Epoch: 9 Global Step: 164930 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:27,380-Speed 3314.27 samples/sec Loss 1.8069 LearningRate 0.0256 Epoch: 9 Global Step: 164940 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:30,596-Speed 3185.38 samples/sec Loss 1.7747 LearningRate 0.0256 Epoch: 9 Global Step: 164950 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:33,849-Speed 3148.27 samples/sec Loss 1.7597 LearningRate 0.0256 Epoch: 9 Global Step: 164960 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:37,101-Speed 3149.74 samples/sec Loss 1.7438 LearningRate 0.0256 Epoch: 9 Global Step: 164970 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:40,298-Speed 3204.09 samples/sec Loss 1.7918 LearningRate 0.0256 Epoch: 9 Global Step: 164980 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:43,457-Speed 3242.01 samples/sec Loss 1.7838 LearningRate 0.0256 Epoch: 9 Global Step: 164990 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:46,615-Speed 3243.02 samples/sec Loss 1.7820 LearningRate 0.0256 Epoch: 9 Global Step: 165000 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:49,768-Speed 3248.42 samples/sec Loss 1.8147 LearningRate 0.0256 Epoch: 9 Global Step: 165010 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:41:52,852-Speed 3321.01 samples/sec Loss 1.7672 LearningRate 0.0256 Epoch: 9 Global Step: 165020 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:41:55,949-Speed 3307.31 samples/sec Loss 1.7811 LearningRate 0.0256 Epoch: 9 Global Step: 165030 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:41:59,061-Speed 3291.31 samples/sec Loss 1.8353 LearningRate 0.0256 Epoch: 9 Global Step: 165040 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:02,190-Speed 3273.48 samples/sec Loss 1.7787 LearningRate 0.0256 Epoch: 9 Global Step: 165050 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:05,306-Speed 3286.78 samples/sec Loss 1.8289 LearningRate 0.0256 Epoch: 9 Global Step: 165060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:08,505-Speed 3202.10 samples/sec Loss 1.8016 LearningRate 0.0256 Epoch: 9 Global Step: 165070 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:11,744-Speed 3162.50 samples/sec Loss 1.7971 LearningRate 0.0256 Epoch: 9 Global Step: 165080 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:14,851-Speed 3296.22 samples/sec Loss 1.8375 LearningRate 0.0255 Epoch: 9 Global Step: 165090 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:18,019-Speed 3232.73 samples/sec Loss 1.8407 LearningRate 0.0255 Epoch: 9 Global Step: 165100 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:21,184-Speed 3236.91 samples/sec Loss 1.8247 LearningRate 0.0255 Epoch: 9 Global Step: 165110 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:24,276-Speed 3311.94 samples/sec Loss 1.7974 LearningRate 0.0255 Epoch: 9 Global Step: 165120 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:27,363-Speed 3317.96 samples/sec Loss 1.8386 LearningRate 0.0255 Epoch: 9 Global Step: 165130 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:30,479-Speed 3287.55 samples/sec Loss 1.8077 LearningRate 0.0255 Epoch: 9 Global Step: 165140 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:33,711-Speed 3168.71 samples/sec Loss 1.7995 LearningRate 0.0255 Epoch: 9 Global Step: 165150 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:36,868-Speed 3252.18 samples/sec Loss 1.7562 LearningRate 0.0255 Epoch: 9 Global Step: 165160 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:40,058-Speed 3211.50 samples/sec Loss 1.8066 LearningRate 0.0255 Epoch: 9 Global Step: 165170 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:43,212-Speed 3247.05 samples/sec Loss 1.8168 LearningRate 0.0255 Epoch: 9 Global Step: 165180 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:46,341-Speed 3273.48 samples/sec Loss 1.8277 LearningRate 0.0255 Epoch: 9 Global Step: 165190 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:49,419-Speed 3328.24 samples/sec Loss 1.8055 LearningRate 0.0255 Epoch: 9 Global Step: 165200 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:52,507-Speed 3316.54 samples/sec Loss 1.8046 LearningRate 0.0255 Epoch: 9 Global Step: 165210 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:42:55,590-Speed 3321.93 samples/sec Loss 1.8240 LearningRate 0.0255 Epoch: 9 Global Step: 165220 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:42:58,676-Speed 3318.63 samples/sec Loss 1.8120 LearningRate 0.0255 Epoch: 9 Global Step: 165230 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:01,758-Speed 3323.40 samples/sec Loss 1.7732 LearningRate 0.0255 Epoch: 9 Global Step: 165240 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:04,846-Speed 3317.00 samples/sec Loss 1.8462 LearningRate 0.0255 Epoch: 9 Global Step: 165250 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:07,931-Speed 3319.79 samples/sec Loss 1.7927 LearningRate 0.0255 Epoch: 9 Global Step: 165260 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:11,012-Speed 3324.22 samples/sec Loss 1.7726 LearningRate 0.0255 Epoch: 9 Global Step: 165270 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:14,132-Speed 3283.70 samples/sec Loss 1.7821 LearningRate 0.0255 Epoch: 9 Global Step: 165280 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:17,228-Speed 3308.39 samples/sec Loss 1.7869 LearningRate 0.0255 Epoch: 9 Global Step: 165290 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:20,311-Speed 3322.13 samples/sec Loss 1.8122 LearningRate 0.0255 Epoch: 9 Global Step: 165300 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:23,391-Speed 3325.46 samples/sec Loss 1.8263 LearningRate 0.0255 Epoch: 9 Global Step: 165310 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:26,479-Speed 3316.54 samples/sec Loss 1.7826 LearningRate 0.0255 Epoch: 9 Global Step: 165320 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:29,560-Speed 3324.18 samples/sec Loss 1.8068 LearningRate 0.0255 Epoch: 9 Global Step: 165330 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:32,650-Speed 3314.98 samples/sec Loss 1.8180 LearningRate 0.0255 Epoch: 9 Global Step: 165340 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:35,731-Speed 3323.50 samples/sec Loss 1.7949 LearningRate 0.0255 Epoch: 9 Global Step: 165350 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:38,830-Speed 3305.13 samples/sec Loss 1.7936 LearningRate 0.0255 Epoch: 9 Global Step: 165360 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:41,916-Speed 3319.89 samples/sec Loss 1.8645 LearningRate 0.0255 Epoch: 9 Global Step: 165370 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:43:44,999-Speed 3321.74 samples/sec Loss 1.8021 LearningRate 0.0255 Epoch: 9 Global Step: 165380 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:48,083-Speed 3320.96 samples/sec Loss 1.7599 LearningRate 0.0255 Epoch: 9 Global Step: 165390 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:51,182-Speed 3305.23 samples/sec Loss 1.7485 LearningRate 0.0255 Epoch: 9 Global Step: 165400 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:54,275-Speed 3311.35 samples/sec Loss 1.8386 LearningRate 0.0255 Epoch: 9 Global Step: 165410 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:43:57,365-Speed 3314.61 samples/sec Loss 1.7640 LearningRate 0.0254 Epoch: 9 Global Step: 165420 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:00,450-Speed 3320.03 samples/sec Loss 1.8954 LearningRate 0.0254 Epoch: 9 Global Step: 165430 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:03,548-Speed 3306.08 samples/sec Loss 1.7304 LearningRate 0.0254 Epoch: 9 Global Step: 165440 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:06,642-Speed 3311.11 samples/sec Loss 1.8139 LearningRate 0.0254 Epoch: 9 Global Step: 165450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:09,766-Speed 3278.90 samples/sec Loss 1.7539 LearningRate 0.0254 Epoch: 9 Global Step: 165460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:12,850-Speed 3320.55 samples/sec Loss 1.7938 LearningRate 0.0254 Epoch: 9 Global Step: 165470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:15,920-Speed 3336.86 samples/sec Loss 1.7872 LearningRate 0.0254 Epoch: 9 Global Step: 165480 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:19,000-Speed 3325.02 samples/sec Loss 1.8103 LearningRate 0.0254 Epoch: 9 Global Step: 165490 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:22,089-Speed 3315.96 samples/sec Loss 1.7729 LearningRate 0.0254 Epoch: 9 Global Step: 165500 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:25,213-Speed 3278.45 samples/sec Loss 1.7396 LearningRate 0.0254 Epoch: 9 Global Step: 165510 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:28,311-Speed 3306.08 samples/sec Loss 1.7189 LearningRate 0.0254 Epoch: 9 Global Step: 165520 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:31,419-Speed 3295.60 samples/sec Loss 1.7625 LearningRate 0.0254 Epoch: 9 Global Step: 165530 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:34,517-Speed 3305.85 samples/sec Loss 1.8470 LearningRate 0.0254 Epoch: 9 Global Step: 165540 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:44:37,587-Speed 3336.19 samples/sec Loss 1.7904 LearningRate 0.0254 Epoch: 9 Global Step: 165550 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:44:40,668-Speed 3325.17 samples/sec Loss 1.7913 LearningRate 0.0254 Epoch: 9 Global Step: 165560 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:44:43,800-Speed 3269.56 samples/sec Loss 1.7852 LearningRate 0.0254 Epoch: 9 Global Step: 165570 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:44:46,903-Speed 3300.97 samples/sec Loss 1.7401 LearningRate 0.0254 Epoch: 9 Global Step: 165580 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:44:50,001-Speed 3306.32 samples/sec Loss 1.7136 LearningRate 0.0254 Epoch: 9 Global Step: 165590 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:44:53,085-Speed 3320.80 samples/sec Loss 1.7780 LearningRate 0.0254 Epoch: 9 Global Step: 165600 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:44:56,194-Speed 3294.81 samples/sec Loss 1.8323 LearningRate 0.0254 Epoch: 9 Global Step: 165610 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:44:59,309-Speed 3288.54 samples/sec Loss 1.7579 LearningRate 0.0254 Epoch: 9 Global Step: 165620 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:02,401-Speed 3312.46 samples/sec Loss 1.8273 LearningRate 0.0254 Epoch: 9 Global Step: 165630 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:05,483-Speed 3322.81 samples/sec Loss 1.7646 LearningRate 0.0254 Epoch: 9 Global Step: 165640 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:08,569-Speed 3319.76 samples/sec Loss 1.8078 LearningRate 0.0254 Epoch: 9 Global Step: 165650 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:45:12,429-Speed 2653.30 samples/sec Loss 1.7566 LearningRate 0.0254 Epoch: 9 Global Step: 165660 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:45:15,496-Speed 3338.90 samples/sec Loss 1.7924 LearningRate 0.0254 Epoch: 9 Global Step: 165670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:18,600-Speed 3299.68 samples/sec Loss 1.7600 LearningRate 0.0254 Epoch: 9 Global Step: 165680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:21,690-Speed 3315.07 samples/sec Loss 1.7933 LearningRate 0.0254 Epoch: 9 Global Step: 165690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:24,807-Speed 3285.73 samples/sec Loss 1.7568 LearningRate 0.0254 Epoch: 9 Global Step: 165700 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:27,961-Speed 3247.61 samples/sec Loss 1.8078 LearningRate 0.0254 Epoch: 9 Global Step: 165710 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:31,070-Speed 3293.87 samples/sec Loss 1.7149 LearningRate 0.0254 Epoch: 9 Global Step: 165720 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:34,148-Speed 3327.39 samples/sec Loss 1.8161 LearningRate 0.0254 Epoch: 9 Global Step: 165730 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:37,222-Speed 3332.82 samples/sec Loss 1.7407 LearningRate 0.0254 Epoch: 9 Global Step: 165740 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:40,299-Speed 3328.23 samples/sec Loss 1.7443 LearningRate 0.0253 Epoch: 9 Global Step: 165750 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:43,374-Speed 3331.15 samples/sec Loss 1.7622 LearningRate 0.0253 Epoch: 9 Global Step: 165760 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:45:46,452-Speed 3327.22 samples/sec Loss 1.7787 LearningRate 0.0253 Epoch: 9 Global Step: 165770 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:45:49,528-Speed 3330.13 samples/sec Loss 1.7869 LearningRate 0.0253 Epoch: 9 Global Step: 165780 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:45:52,611-Speed 3321.82 samples/sec Loss 1.7895 LearningRate 0.0253 Epoch: 9 Global Step: 165790 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:45:55,732-Speed 3282.43 samples/sec Loss 1.7887 LearningRate 0.0253 Epoch: 9 Global Step: 165800 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:45:58,826-Speed 3309.86 samples/sec Loss 1.8607 LearningRate 0.0253 Epoch: 9 Global Step: 165810 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:46:01,923-Speed 3307.68 samples/sec Loss 1.8184 LearningRate 0.0253 Epoch: 9 Global Step: 165820 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:46:05,009-Speed 3319.37 samples/sec Loss 1.7668 LearningRate 0.0253 Epoch: 9 Global Step: 165830 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:46:08,095-Speed 3318.24 samples/sec Loss 1.7897 LearningRate 0.0253 Epoch: 9 Global Step: 165840 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:46:11,201-Speed 3298.50 samples/sec Loss 1.7906 LearningRate 0.0253 Epoch: 9 Global Step: 165850 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:46:14,258-Speed 3350.45 samples/sec Loss 1.7683 LearningRate 0.0253 Epoch: 9 Global Step: 165860 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:17,393-Speed 3266.43 samples/sec Loss 1.7786 LearningRate 0.0253 Epoch: 9 Global Step: 165870 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:20,508-Speed 3288.29 samples/sec Loss 1.7425 LearningRate 0.0253 Epoch: 9 Global Step: 165880 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:23,584-Speed 3329.82 samples/sec Loss 1.7863 LearningRate 0.0253 Epoch: 9 Global Step: 165890 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:26,665-Speed 3323.89 samples/sec Loss 1.7555 LearningRate 0.0253 Epoch: 9 Global Step: 165900 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:29,800-Speed 3267.49 samples/sec Loss 1.7874 LearningRate 0.0253 Epoch: 9 Global Step: 165910 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:32,920-Speed 3283.51 samples/sec Loss 1.7734 LearningRate 0.0253 Epoch: 9 Global Step: 165920 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:36,062-Speed 3259.44 samples/sec Loss 1.8148 LearningRate 0.0253 Epoch: 9 Global Step: 165930 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:39,145-Speed 3321.89 samples/sec Loss 1.8016 LearningRate 0.0253 Epoch: 9 Global Step: 165940 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:42,326-Speed 3220.09 samples/sec Loss 1.8484 LearningRate 0.0253 Epoch: 9 Global Step: 165950 Fp16 Grad Scale: 32768 Required: 18 hours Training: 2022-04-11 16:46:45,445-Speed 3283.90 samples/sec Loss 1.8066 LearningRate 0.0253 Epoch: 9 Global Step: 165960 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:46:48,529-Speed 3320.50 samples/sec Loss 1.7107 LearningRate 0.0253 Epoch: 9 Global Step: 165970 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:46:51,628-Speed 3304.84 samples/sec Loss 1.8211 LearningRate 0.0253 Epoch: 9 Global Step: 165980 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:46:54,716-Speed 3316.58 samples/sec Loss 1.8012 LearningRate 0.0253 Epoch: 9 Global Step: 165990 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:46:57,806-Speed 3315.72 samples/sec Loss 1.7956 LearningRate 0.0253 Epoch: 9 Global Step: 166000 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:47:41,409-[lfw][166000]XNorm: 20.707809 Training: 2022-04-11 16:47:41,409-[lfw][166000]Accuracy-Flip: 0.99800+-0.00256 Training: 2022-04-11 16:47:41,410-[lfw][166000]Accuracy-Highest: 0.99817 Training: 2022-04-11 16:48:32,202-[cfp_fp][166000]XNorm: 20.603376 Training: 2022-04-11 16:48:32,202-[cfp_fp][166000]Accuracy-Flip: 0.98914+-0.00516 Training: 2022-04-11 16:48:32,203-[cfp_fp][166000]Accuracy-Highest: 0.98971 Training: 2022-04-11 16:49:15,763-[agedb_30][166000]XNorm: 21.331133 Training: 2022-04-11 16:49:15,764-[agedb_30][166000]Accuracy-Flip: 0.98250+-0.00588 Training: 2022-04-11 16:49:15,764-[agedb_30][166000]Accuracy-Highest: 0.98450 Training: 2022-04-11 16:49:18,842-Speed 72.61 samples/sec Loss 1.7806 LearningRate 0.0253 Epoch: 9 Global Step: 166010 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:49:21,944-Speed 3301.95 samples/sec Loss 1.8019 LearningRate 0.0253 Epoch: 9 Global Step: 166020 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:49:25,017-Speed 3332.75 samples/sec Loss 1.7832 LearningRate 0.0253 Epoch: 9 Global Step: 166030 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:49:28,090-Speed 3332.80 samples/sec Loss 1.7342 LearningRate 0.0253 Epoch: 9 Global Step: 166040 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:49:31,163-Speed 3332.71 samples/sec Loss 1.8095 LearningRate 0.0253 Epoch: 9 Global Step: 166050 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:49:34,239-Speed 3329.79 samples/sec Loss 1.6998 LearningRate 0.0253 Epoch: 9 Global Step: 166060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:49:37,311-Speed 3334.08 samples/sec Loss 1.7770 LearningRate 0.0253 Epoch: 9 Global Step: 166070 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:49:40,403-Speed 3312.56 samples/sec Loss 1.7969 LearningRate 0.0252 Epoch: 9 Global Step: 166080 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:49:43,470-Speed 3339.54 samples/sec Loss 1.7576 LearningRate 0.0252 Epoch: 9 Global Step: 166090 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:49:46,547-Speed 3328.94 samples/sec Loss 1.8120 LearningRate 0.0252 Epoch: 9 Global Step: 166100 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:49:49,633-Speed 3318.85 samples/sec Loss 1.7707 LearningRate 0.0252 Epoch: 9 Global Step: 166110 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:49:52,693-Speed 3347.62 samples/sec Loss 1.7765 LearningRate 0.0252 Epoch: 9 Global Step: 166120 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:49:55,786-Speed 3310.90 samples/sec Loss 1.7771 LearningRate 0.0252 Epoch: 9 Global Step: 166130 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:49:58,859-Speed 3333.82 samples/sec Loss 1.7969 LearningRate 0.0252 Epoch: 9 Global Step: 166140 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:01,965-Speed 3296.94 samples/sec Loss 1.7495 LearningRate 0.0252 Epoch: 9 Global Step: 166150 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:05,044-Speed 3326.77 samples/sec Loss 1.7940 LearningRate 0.0252 Epoch: 9 Global Step: 166160 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:08,127-Speed 3322.18 samples/sec Loss 1.8329 LearningRate 0.0252 Epoch: 9 Global Step: 166170 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:11,255-Speed 3274.31 samples/sec Loss 1.7961 LearningRate 0.0252 Epoch: 9 Global Step: 166180 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:14,374-Speed 3283.89 samples/sec Loss 1.8082 LearningRate 0.0252 Epoch: 9 Global Step: 166190 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:17,536-Speed 3239.15 samples/sec Loss 1.7570 LearningRate 0.0252 Epoch: 9 Global Step: 166200 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:20,615-Speed 3326.67 samples/sec Loss 1.8332 LearningRate 0.0252 Epoch: 9 Global Step: 166210 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:23,693-Speed 3326.95 samples/sec Loss 1.7840 LearningRate 0.0252 Epoch: 9 Global Step: 166220 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:50:26,756-Speed 3344.29 samples/sec Loss 1.8362 LearningRate 0.0252 Epoch: 9 Global Step: 166230 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:29,831-Speed 3331.18 samples/sec Loss 1.7907 LearningRate 0.0252 Epoch: 9 Global Step: 166240 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:32,939-Speed 3294.73 samples/sec Loss 1.8170 LearningRate 0.0252 Epoch: 9 Global Step: 166250 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:36,013-Speed 3332.47 samples/sec Loss 1.7648 LearningRate 0.0252 Epoch: 9 Global Step: 166260 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:39,236-Speed 3178.10 samples/sec Loss 1.8211 LearningRate 0.0252 Epoch: 9 Global Step: 166270 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:42,419-Speed 3218.06 samples/sec Loss 1.8217 LearningRate 0.0252 Epoch: 9 Global Step: 166280 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:45,516-Speed 3307.08 samples/sec Loss 1.8123 LearningRate 0.0252 Epoch: 9 Global Step: 166290 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:48,615-Speed 3304.58 samples/sec Loss 1.7436 LearningRate 0.0252 Epoch: 9 Global Step: 166300 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:51,733-Speed 3284.38 samples/sec Loss 1.7464 LearningRate 0.0252 Epoch: 9 Global Step: 166310 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:54,831-Speed 3306.37 samples/sec Loss 1.8014 LearningRate 0.0252 Epoch: 9 Global Step: 166320 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:50:57,921-Speed 3314.95 samples/sec Loss 1.8309 LearningRate 0.0252 Epoch: 9 Global Step: 166330 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:51:01,078-Speed 3243.64 samples/sec Loss 1.7785 LearningRate 0.0252 Epoch: 9 Global Step: 166340 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:51:04,164-Speed 3319.73 samples/sec Loss 1.7717 LearningRate 0.0252 Epoch: 9 Global Step: 166350 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:51:07,255-Speed 3313.75 samples/sec Loss 1.7863 LearningRate 0.0252 Epoch: 9 Global Step: 166360 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:10,400-Speed 3256.92 samples/sec Loss 1.7626 LearningRate 0.0252 Epoch: 9 Global Step: 166370 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:13,473-Speed 3332.20 samples/sec Loss 1.7234 LearningRate 0.0252 Epoch: 9 Global Step: 166380 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:16,550-Speed 3328.44 samples/sec Loss 1.8151 LearningRate 0.0252 Epoch: 9 Global Step: 166390 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:19,622-Speed 3334.18 samples/sec Loss 1.8239 LearningRate 0.0252 Epoch: 9 Global Step: 166400 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:22,719-Speed 3306.99 samples/sec Loss 1.7422 LearningRate 0.0252 Epoch: 9 Global Step: 166410 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:25,800-Speed 3324.48 samples/sec Loss 1.7777 LearningRate 0.0251 Epoch: 9 Global Step: 166420 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:28,890-Speed 3315.34 samples/sec Loss 1.8117 LearningRate 0.0251 Epoch: 9 Global Step: 166430 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:31,964-Speed 3331.44 samples/sec Loss 1.8002 LearningRate 0.0251 Epoch: 9 Global Step: 166440 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:35,034-Speed 3336.87 samples/sec Loss 1.8134 LearningRate 0.0251 Epoch: 9 Global Step: 166450 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:38,130-Speed 3308.05 samples/sec Loss 1.7765 LearningRate 0.0251 Epoch: 9 Global Step: 166460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:51:41,203-Speed 3333.13 samples/sec Loss 1.7742 LearningRate 0.0251 Epoch: 9 Global Step: 166470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:51:44,265-Speed 3344.64 samples/sec Loss 1.8496 LearningRate 0.0251 Epoch: 9 Global Step: 166480 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:47,336-Speed 3335.42 samples/sec Loss 1.8026 LearningRate 0.0251 Epoch: 9 Global Step: 166490 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:50,407-Speed 3334.89 samples/sec Loss 1.7950 LearningRate 0.0251 Epoch: 9 Global Step: 166500 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:53,484-Speed 3328.53 samples/sec Loss 1.7731 LearningRate 0.0251 Epoch: 9 Global Step: 166510 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:56,555-Speed 3334.44 samples/sec Loss 1.7601 LearningRate 0.0251 Epoch: 9 Global Step: 166520 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:51:59,628-Speed 3334.33 samples/sec Loss 1.7778 LearningRate 0.0251 Epoch: 9 Global Step: 166530 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:02,703-Speed 3330.48 samples/sec Loss 1.7433 LearningRate 0.0251 Epoch: 9 Global Step: 166540 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:05,778-Speed 3330.20 samples/sec Loss 1.7465 LearningRate 0.0251 Epoch: 9 Global Step: 166550 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:08,850-Speed 3334.54 samples/sec Loss 1.7851 LearningRate 0.0251 Epoch: 9 Global Step: 166560 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:11,921-Speed 3334.68 samples/sec Loss 1.7866 LearningRate 0.0251 Epoch: 9 Global Step: 166570 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:15,007-Speed 3320.00 samples/sec Loss 1.8139 LearningRate 0.0251 Epoch: 9 Global Step: 166580 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:18,086-Speed 3326.20 samples/sec Loss 1.7913 LearningRate 0.0251 Epoch: 9 Global Step: 166590 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:21,172-Speed 3318.26 samples/sec Loss 1.7514 LearningRate 0.0251 Epoch: 9 Global Step: 166600 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:24,251-Speed 3327.55 samples/sec Loss 1.7352 LearningRate 0.0251 Epoch: 9 Global Step: 166610 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:27,325-Speed 3331.91 samples/sec Loss 1.7377 LearningRate 0.0251 Epoch: 9 Global Step: 166620 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:30,481-Speed 3244.57 samples/sec Loss 1.8269 LearningRate 0.0251 Epoch: 9 Global Step: 166630 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:33,573-Speed 3312.27 samples/sec Loss 1.8085 LearningRate 0.0251 Epoch: 9 Global Step: 166640 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:36,659-Speed 3319.79 samples/sec Loss 1.7972 LearningRate 0.0251 Epoch: 9 Global Step: 166650 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:39,735-Speed 3328.80 samples/sec Loss 1.6850 LearningRate 0.0251 Epoch: 9 Global Step: 166660 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:42,815-Speed 3326.29 samples/sec Loss 1.7984 LearningRate 0.0251 Epoch: 9 Global Step: 166670 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:45,876-Speed 3345.42 samples/sec Loss 1.7888 LearningRate 0.0251 Epoch: 9 Global Step: 166680 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:52:49,036-Speed 3241.17 samples/sec Loss 1.8141 LearningRate 0.0251 Epoch: 9 Global Step: 166690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:52,133-Speed 3307.86 samples/sec Loss 1.7956 LearningRate 0.0251 Epoch: 9 Global Step: 166700 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:55,238-Speed 3298.75 samples/sec Loss 1.6907 LearningRate 0.0251 Epoch: 9 Global Step: 166710 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:52:58,337-Speed 3304.22 samples/sec Loss 1.7779 LearningRate 0.0251 Epoch: 9 Global Step: 166720 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:01,453-Speed 3287.69 samples/sec Loss 1.7991 LearningRate 0.0251 Epoch: 9 Global Step: 166730 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:04,548-Speed 3309.12 samples/sec Loss 1.7417 LearningRate 0.0251 Epoch: 9 Global Step: 166740 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:07,632-Speed 3321.10 samples/sec Loss 1.8020 LearningRate 0.0250 Epoch: 9 Global Step: 166750 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:10,742-Speed 3293.16 samples/sec Loss 1.7807 LearningRate 0.0250 Epoch: 9 Global Step: 166760 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:13,925-Speed 3217.10 samples/sec Loss 1.7946 LearningRate 0.0250 Epoch: 9 Global Step: 166770 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:16,998-Speed 3334.04 samples/sec Loss 1.7595 LearningRate 0.0250 Epoch: 9 Global Step: 166780 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:20,090-Speed 3312.26 samples/sec Loss 1.7843 LearningRate 0.0250 Epoch: 9 Global Step: 166790 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:23,165-Speed 3330.77 samples/sec Loss 1.8079 LearningRate 0.0250 Epoch: 9 Global Step: 166800 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:26,244-Speed 3326.35 samples/sec Loss 1.7004 LearningRate 0.0250 Epoch: 9 Global Step: 166810 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:29,326-Speed 3323.66 samples/sec Loss 1.7257 LearningRate 0.0250 Epoch: 9 Global Step: 166820 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:32,398-Speed 3333.25 samples/sec Loss 1.7311 LearningRate 0.0250 Epoch: 9 Global Step: 166830 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:35,479-Speed 3324.31 samples/sec Loss 1.8055 LearningRate 0.0250 Epoch: 9 Global Step: 166840 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:38,576-Speed 3307.14 samples/sec Loss 1.7849 LearningRate 0.0250 Epoch: 9 Global Step: 166850 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:41,663-Speed 3318.80 samples/sec Loss 1.8298 LearningRate 0.0250 Epoch: 9 Global Step: 166860 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:44,740-Speed 3328.09 samples/sec Loss 1.8188 LearningRate 0.0250 Epoch: 9 Global Step: 166870 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:47,822-Speed 3323.32 samples/sec Loss 1.7105 LearningRate 0.0250 Epoch: 9 Global Step: 166880 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:50,901-Speed 3327.38 samples/sec Loss 1.7594 LearningRate 0.0250 Epoch: 9 Global Step: 166890 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:53:54,557-Speed 2800.96 samples/sec Loss 1.7852 LearningRate 0.0250 Epoch: 9 Global Step: 166900 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:53:57,742-Speed 3215.26 samples/sec Loss 1.7413 LearningRate 0.0250 Epoch: 9 Global Step: 166910 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:27,360-Speed 345.75 samples/sec Loss 1.3104 LearningRate 0.0250 Epoch: 10 Global Step: 166920 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:30,533-Speed 3227.62 samples/sec Loss 1.2835 LearningRate 0.0250 Epoch: 10 Global Step: 166930 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:33,647-Speed 3289.35 samples/sec Loss 1.2823 LearningRate 0.0250 Epoch: 10 Global Step: 166940 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:36,727-Speed 3325.69 samples/sec Loss 1.2979 LearningRate 0.0250 Epoch: 10 Global Step: 166950 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:39,823-Speed 3308.93 samples/sec Loss 1.2461 LearningRate 0.0250 Epoch: 10 Global Step: 166960 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:42,987-Speed 3236.37 samples/sec Loss 1.2635 LearningRate 0.0250 Epoch: 10 Global Step: 166970 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:46,245-Speed 3143.62 samples/sec Loss 1.2903 LearningRate 0.0250 Epoch: 10 Global Step: 166980 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:49,479-Speed 3166.95 samples/sec Loss 1.2744 LearningRate 0.0250 Epoch: 10 Global Step: 166990 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:54:52,610-Speed 3271.68 samples/sec Loss 1.2661 LearningRate 0.0250 Epoch: 10 Global Step: 167000 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:54:55,720-Speed 3292.52 samples/sec Loss 1.2618 LearningRate 0.0250 Epoch: 10 Global Step: 167010 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:54:58,805-Speed 3320.67 samples/sec Loss 1.3172 LearningRate 0.0250 Epoch: 10 Global Step: 167020 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:01,884-Speed 3325.99 samples/sec Loss 1.3104 LearningRate 0.0250 Epoch: 10 Global Step: 167030 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:05,042-Speed 3243.77 samples/sec Loss 1.2577 LearningRate 0.0250 Epoch: 10 Global Step: 167040 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:08,149-Speed 3296.77 samples/sec Loss 1.2985 LearningRate 0.0250 Epoch: 10 Global Step: 167050 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:11,280-Speed 3271.47 samples/sec Loss 1.2548 LearningRate 0.0250 Epoch: 10 Global Step: 167060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:14,514-Speed 3166.86 samples/sec Loss 1.2702 LearningRate 0.0250 Epoch: 10 Global Step: 167070 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:17,660-Speed 3255.50 samples/sec Loss 1.2967 LearningRate 0.0249 Epoch: 10 Global Step: 167080 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:21,684-Speed 2545.26 samples/sec Loss 1.2470 LearningRate 0.0249 Epoch: 10 Global Step: 167090 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:24,928-Speed 3156.60 samples/sec Loss 1.3581 LearningRate 0.0249 Epoch: 10 Global Step: 167100 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:28,023-Speed 3310.02 samples/sec Loss 1.2769 LearningRate 0.0249 Epoch: 10 Global Step: 167110 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:31,117-Speed 3310.81 samples/sec Loss 1.2971 LearningRate 0.0249 Epoch: 10 Global Step: 167120 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:34,213-Speed 3307.48 samples/sec Loss 1.3260 LearningRate 0.0249 Epoch: 10 Global Step: 167130 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:37,356-Speed 3259.02 samples/sec Loss 1.2831 LearningRate 0.0249 Epoch: 10 Global Step: 167140 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:40,499-Speed 3258.63 samples/sec Loss 1.2374 LearningRate 0.0249 Epoch: 10 Global Step: 167150 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:43,599-Speed 3304.24 samples/sec Loss 1.2932 LearningRate 0.0249 Epoch: 10 Global Step: 167160 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:55:46,747-Speed 3253.99 samples/sec Loss 1.2925 LearningRate 0.0249 Epoch: 10 Global Step: 167170 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:49,876-Speed 3273.12 samples/sec Loss 1.2588 LearningRate 0.0249 Epoch: 10 Global Step: 167180 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:53,033-Speed 3244.53 samples/sec Loss 1.2353 LearningRate 0.0249 Epoch: 10 Global Step: 167190 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:56,120-Speed 3317.86 samples/sec Loss 1.2914 LearningRate 0.0249 Epoch: 10 Global Step: 167200 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:55:59,214-Speed 3310.66 samples/sec Loss 1.2575 LearningRate 0.0249 Epoch: 10 Global Step: 167210 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:02,306-Speed 3312.38 samples/sec Loss 1.3123 LearningRate 0.0249 Epoch: 10 Global Step: 167220 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:05,386-Speed 3325.11 samples/sec Loss 1.2873 LearningRate 0.0249 Epoch: 10 Global Step: 167230 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:08,478-Speed 3312.37 samples/sec Loss 1.2849 LearningRate 0.0249 Epoch: 10 Global Step: 167240 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:11,577-Speed 3304.63 samples/sec Loss 1.3070 LearningRate 0.0249 Epoch: 10 Global Step: 167250 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:14,662-Speed 3320.54 samples/sec Loss 1.2645 LearningRate 0.0249 Epoch: 10 Global Step: 167260 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:17,760-Speed 3305.70 samples/sec Loss 1.2692 LearningRate 0.0249 Epoch: 10 Global Step: 167270 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:56:20,941-Speed 3220.39 samples/sec Loss 1.2801 LearningRate 0.0249 Epoch: 10 Global Step: 167280 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:24,165-Speed 3176.74 samples/sec Loss 1.2894 LearningRate 0.0249 Epoch: 10 Global Step: 167290 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:27,291-Speed 3275.98 samples/sec Loss 1.2777 LearningRate 0.0249 Epoch: 10 Global Step: 167300 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:30,380-Speed 3316.30 samples/sec Loss 1.2462 LearningRate 0.0249 Epoch: 10 Global Step: 167310 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:56:33,479-Speed 3304.81 samples/sec Loss 1.3008 LearningRate 0.0249 Epoch: 10 Global Step: 167320 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:36,562-Speed 3322.23 samples/sec Loss 1.2703 LearningRate 0.0249 Epoch: 10 Global Step: 167330 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:39,643-Speed 3324.62 samples/sec Loss 1.2871 LearningRate 0.0249 Epoch: 10 Global Step: 167340 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:42,736-Speed 3310.82 samples/sec Loss 1.2855 LearningRate 0.0249 Epoch: 10 Global Step: 167350 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:45,833-Speed 3307.47 samples/sec Loss 1.2939 LearningRate 0.0249 Epoch: 10 Global Step: 167360 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:48,912-Speed 3326.71 samples/sec Loss 1.2798 LearningRate 0.0249 Epoch: 10 Global Step: 167370 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:52,048-Speed 3266.36 samples/sec Loss 1.2838 LearningRate 0.0249 Epoch: 10 Global Step: 167380 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:55,134-Speed 3318.44 samples/sec Loss 1.2625 LearningRate 0.0249 Epoch: 10 Global Step: 167390 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:56:58,214-Speed 3325.84 samples/sec Loss 1.3151 LearningRate 0.0249 Epoch: 10 Global Step: 167400 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:57:01,321-Speed 3296.50 samples/sec Loss 1.2896 LearningRate 0.0249 Epoch: 10 Global Step: 167410 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:57:04,462-Speed 3261.06 samples/sec Loss 1.2732 LearningRate 0.0248 Epoch: 10 Global Step: 167420 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:07,547-Speed 3319.24 samples/sec Loss 1.3200 LearningRate 0.0248 Epoch: 10 Global Step: 167430 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:10,697-Speed 3252.42 samples/sec Loss 1.2901 LearningRate 0.0248 Epoch: 10 Global Step: 167440 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:13,777-Speed 3324.93 samples/sec Loss 1.3276 LearningRate 0.0248 Epoch: 10 Global Step: 167450 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:16,859-Speed 3323.91 samples/sec Loss 1.3348 LearningRate 0.0248 Epoch: 10 Global Step: 167460 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:19,981-Speed 3280.46 samples/sec Loss 1.2659 LearningRate 0.0248 Epoch: 10 Global Step: 167470 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:23,065-Speed 3320.65 samples/sec Loss 1.2579 LearningRate 0.0248 Epoch: 10 Global Step: 167480 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:26,149-Speed 3320.88 samples/sec Loss 1.2829 LearningRate 0.0248 Epoch: 10 Global Step: 167490 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:29,237-Speed 3317.55 samples/sec Loss 1.2797 LearningRate 0.0248 Epoch: 10 Global Step: 167500 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:32,325-Speed 3316.57 samples/sec Loss 1.3269 LearningRate 0.0248 Epoch: 10 Global Step: 167510 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:35,410-Speed 3320.33 samples/sec Loss 1.3302 LearningRate 0.0248 Epoch: 10 Global Step: 167520 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 16:57:38,488-Speed 3327.33 samples/sec Loss 1.3167 LearningRate 0.0248 Epoch: 10 Global Step: 167530 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:41,573-Speed 3320.68 samples/sec Loss 1.3441 LearningRate 0.0248 Epoch: 10 Global Step: 167540 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:57:44,643-Speed 3336.17 samples/sec Loss 1.3116 LearningRate 0.0248 Epoch: 10 Global Step: 167550 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:57:47,834-Speed 3209.25 samples/sec Loss 1.3223 LearningRate 0.0248 Epoch: 10 Global Step: 167560 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:57:50,930-Speed 3308.73 samples/sec Loss 1.2965 LearningRate 0.0248 Epoch: 10 Global Step: 167570 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:57:54,041-Speed 3291.41 samples/sec Loss 1.2569 LearningRate 0.0248 Epoch: 10 Global Step: 167580 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:57:57,186-Speed 3256.50 samples/sec Loss 1.3041 LearningRate 0.0248 Epoch: 10 Global Step: 167590 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:00,290-Speed 3300.63 samples/sec Loss 1.3238 LearningRate 0.0248 Epoch: 10 Global Step: 167600 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:03,381-Speed 3313.85 samples/sec Loss 1.2797 LearningRate 0.0248 Epoch: 10 Global Step: 167610 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:06,480-Speed 3305.36 samples/sec Loss 1.3571 LearningRate 0.0248 Epoch: 10 Global Step: 167620 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:09,617-Speed 3264.83 samples/sec Loss 1.2934 LearningRate 0.0248 Epoch: 10 Global Step: 167630 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:12,739-Speed 3281.08 samples/sec Loss 1.3128 LearningRate 0.0248 Epoch: 10 Global Step: 167640 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:15,806-Speed 3339.47 samples/sec Loss 1.3127 LearningRate 0.0248 Epoch: 10 Global Step: 167650 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:18,910-Speed 3299.64 samples/sec Loss 1.2922 LearningRate 0.0248 Epoch: 10 Global Step: 167660 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:22,004-Speed 3310.01 samples/sec Loss 1.3657 LearningRate 0.0248 Epoch: 10 Global Step: 167670 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:25,093-Speed 3315.51 samples/sec Loss 1.3481 LearningRate 0.0248 Epoch: 10 Global Step: 167680 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:28,217-Speed 3279.41 samples/sec Loss 1.3235 LearningRate 0.0248 Epoch: 10 Global Step: 167690 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:31,387-Speed 3231.26 samples/sec Loss 1.3147 LearningRate 0.0248 Epoch: 10 Global Step: 167700 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:34,513-Speed 3276.31 samples/sec Loss 1.3461 LearningRate 0.0248 Epoch: 10 Global Step: 167710 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:37,710-Speed 3203.66 samples/sec Loss 1.3212 LearningRate 0.0248 Epoch: 10 Global Step: 167720 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:40,814-Speed 3299.76 samples/sec Loss 1.2903 LearningRate 0.0248 Epoch: 10 Global Step: 167730 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:43,937-Speed 3279.58 samples/sec Loss 1.2597 LearningRate 0.0248 Epoch: 10 Global Step: 167740 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:58:47,039-Speed 3302.01 samples/sec Loss 1.2752 LearningRate 0.0247 Epoch: 10 Global Step: 167750 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:58:50,216-Speed 3223.72 samples/sec Loss 1.3123 LearningRate 0.0247 Epoch: 10 Global Step: 167760 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:58:53,315-Speed 3304.27 samples/sec Loss 1.3246 LearningRate 0.0247 Epoch: 10 Global Step: 167770 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:58:56,422-Speed 3296.55 samples/sec Loss 1.3082 LearningRate 0.0247 Epoch: 10 Global Step: 167780 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:58:59,506-Speed 3322.04 samples/sec Loss 1.3055 LearningRate 0.0247 Epoch: 10 Global Step: 167790 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:02,591-Speed 3320.19 samples/sec Loss 1.3043 LearningRate 0.0247 Epoch: 10 Global Step: 167800 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:05,687-Speed 3308.08 samples/sec Loss 1.3184 LearningRate 0.0247 Epoch: 10 Global Step: 167810 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:08,768-Speed 3323.29 samples/sec Loss 1.2871 LearningRate 0.0247 Epoch: 10 Global Step: 167820 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:11,868-Speed 3304.36 samples/sec Loss 1.3359 LearningRate 0.0247 Epoch: 10 Global Step: 167830 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:14,994-Speed 3277.23 samples/sec Loss 1.3075 LearningRate 0.0247 Epoch: 10 Global Step: 167840 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:18,133-Speed 3262.39 samples/sec Loss 1.3627 LearningRate 0.0247 Epoch: 10 Global Step: 167850 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:21,221-Speed 3316.82 samples/sec Loss 1.3406 LearningRate 0.0247 Epoch: 10 Global Step: 167860 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:24,332-Speed 3292.45 samples/sec Loss 1.3450 LearningRate 0.0247 Epoch: 10 Global Step: 167870 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:27,467-Speed 3267.47 samples/sec Loss 1.3135 LearningRate 0.0247 Epoch: 10 Global Step: 167880 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:30,550-Speed 3321.88 samples/sec Loss 1.3423 LearningRate 0.0247 Epoch: 10 Global Step: 167890 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:33,772-Speed 3179.39 samples/sec Loss 1.2836 LearningRate 0.0247 Epoch: 10 Global Step: 167900 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:36,932-Speed 3240.15 samples/sec Loss 1.3402 LearningRate 0.0247 Epoch: 10 Global Step: 167910 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:40,169-Speed 3164.92 samples/sec Loss 1.3632 LearningRate 0.0247 Epoch: 10 Global Step: 167920 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 16:59:43,265-Speed 3307.58 samples/sec Loss 1.3090 LearningRate 0.0247 Epoch: 10 Global Step: 167930 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:46,347-Speed 3323.94 samples/sec Loss 1.3291 LearningRate 0.0247 Epoch: 10 Global Step: 167940 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:49,432-Speed 3319.21 samples/sec Loss 1.3282 LearningRate 0.0247 Epoch: 10 Global Step: 167950 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:52,542-Speed 3293.53 samples/sec Loss 1.3014 LearningRate 0.0247 Epoch: 10 Global Step: 167960 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:55,670-Speed 3274.19 samples/sec Loss 1.3300 LearningRate 0.0247 Epoch: 10 Global Step: 167970 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 16:59:58,757-Speed 3318.56 samples/sec Loss 1.3647 LearningRate 0.0247 Epoch: 10 Global Step: 167980 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:00:01,859-Speed 3301.27 samples/sec Loss 1.3139 LearningRate 0.0247 Epoch: 10 Global Step: 167990 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:00:04,962-Speed 3300.78 samples/sec Loss 1.3254 LearningRate 0.0247 Epoch: 10 Global Step: 168000 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:00:49,123-[lfw][168000]XNorm: 23.595225 Training: 2022-04-11 17:00:49,124-[lfw][168000]Accuracy-Flip: 0.99817+-0.00252 Training: 2022-04-11 17:00:49,124-[lfw][168000]Accuracy-Highest: 0.99817 Training: 2022-04-11 17:01:39,972-[cfp_fp][168000]XNorm: 23.025112 Training: 2022-04-11 17:01:39,973-[cfp_fp][168000]Accuracy-Flip: 0.98771+-0.00475 Training: 2022-04-11 17:01:39,973-[cfp_fp][168000]Accuracy-Highest: 0.98971 Training: 2022-04-11 17:02:24,015-[agedb_30][168000]XNorm: 23.996105 Training: 2022-04-11 17:02:24,016-[agedb_30][168000]Accuracy-Flip: 0.98450+-0.00654 Training: 2022-04-11 17:02:24,016-[agedb_30][168000]Accuracy-Highest: 0.98450 Training: 2022-04-11 17:02:27,169-Speed 72.01 samples/sec Loss 1.3266 LearningRate 0.0247 Epoch: 10 Global Step: 168010 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:30,350-Speed 3219.70 samples/sec Loss 1.3368 LearningRate 0.0247 Epoch: 10 Global Step: 168020 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:33,462-Speed 3291.26 samples/sec Loss 1.2936 LearningRate 0.0247 Epoch: 10 Global Step: 168030 Fp16 Grad Scale: 262144 Required: 18 hours Training: 2022-04-11 17:02:36,533-Speed 3335.07 samples/sec Loss 1.3259 LearningRate 0.0247 Epoch: 10 Global Step: 168040 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:39,622-Speed 3315.12 samples/sec Loss 1.3691 LearningRate 0.0247 Epoch: 10 Global Step: 168050 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:42,726-Speed 3299.50 samples/sec Loss 1.2938 LearningRate 0.0247 Epoch: 10 Global Step: 168060 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:45,801-Speed 3331.32 samples/sec Loss 1.3151 LearningRate 0.0247 Epoch: 10 Global Step: 168070 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:48,875-Speed 3331.95 samples/sec Loss 1.3497 LearningRate 0.0247 Epoch: 10 Global Step: 168080 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:51,967-Speed 3313.18 samples/sec Loss 1.3092 LearningRate 0.0246 Epoch: 10 Global Step: 168090 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:55,050-Speed 3321.61 samples/sec Loss 1.3092 LearningRate 0.0246 Epoch: 10 Global Step: 168100 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:02:58,206-Speed 3245.20 samples/sec Loss 1.3124 LearningRate 0.0246 Epoch: 10 Global Step: 168110 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:01,280-Speed 3332.37 samples/sec Loss 1.2978 LearningRate 0.0246 Epoch: 10 Global Step: 168120 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:04,352-Speed 3333.61 samples/sec Loss 1.3419 LearningRate 0.0246 Epoch: 10 Global Step: 168130 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:07,420-Speed 3338.75 samples/sec Loss 1.3605 LearningRate 0.0246 Epoch: 10 Global Step: 168140 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:10,539-Speed 3284.06 samples/sec Loss 1.3308 LearningRate 0.0246 Epoch: 10 Global Step: 168150 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:13,611-Speed 3334.23 samples/sec Loss 1.3010 LearningRate 0.0246 Epoch: 10 Global Step: 168160 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:16,706-Speed 3309.09 samples/sec Loss 1.3319 LearningRate 0.0246 Epoch: 10 Global Step: 168170 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:19,779-Speed 3333.38 samples/sec Loss 1.3400 LearningRate 0.0246 Epoch: 10 Global Step: 168180 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:22,868-Speed 3315.82 samples/sec Loss 1.3334 LearningRate 0.0246 Epoch: 10 Global Step: 168190 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:25,945-Speed 3328.89 samples/sec Loss 1.2987 LearningRate 0.0246 Epoch: 10 Global Step: 168200 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:29,020-Speed 3330.61 samples/sec Loss 1.3134 LearningRate 0.0246 Epoch: 10 Global Step: 168210 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:32,106-Speed 3319.31 samples/sec Loss 1.3132 LearningRate 0.0246 Epoch: 10 Global Step: 168220 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:35,196-Speed 3314.28 samples/sec Loss 1.3466 LearningRate 0.0246 Epoch: 10 Global Step: 168230 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:38,280-Speed 3320.92 samples/sec Loss 1.3627 LearningRate 0.0246 Epoch: 10 Global Step: 168240 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:41,369-Speed 3315.90 samples/sec Loss 1.3448 LearningRate 0.0246 Epoch: 10 Global Step: 168250 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:44,454-Speed 3319.81 samples/sec Loss 1.3355 LearningRate 0.0246 Epoch: 10 Global Step: 168260 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:03:47,552-Speed 3306.48 samples/sec Loss 1.2856 LearningRate 0.0246 Epoch: 10 Global Step: 168270 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:50,633-Speed 3324.20 samples/sec Loss 1.3608 LearningRate 0.0246 Epoch: 10 Global Step: 168280 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:53,716-Speed 3322.29 samples/sec Loss 1.3020 LearningRate 0.0246 Epoch: 10 Global Step: 168290 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:56,816-Speed 3303.88 samples/sec Loss 1.3273 LearningRate 0.0246 Epoch: 10 Global Step: 168300 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:03:59,885-Speed 3337.83 samples/sec Loss 1.2932 LearningRate 0.0246 Epoch: 10 Global Step: 168310 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:03,059-Speed 3226.54 samples/sec Loss 1.3198 LearningRate 0.0246 Epoch: 10 Global Step: 168320 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:06,149-Speed 3314.89 samples/sec Loss 1.3472 LearningRate 0.0246 Epoch: 10 Global Step: 168330 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:09,223-Speed 3331.33 samples/sec Loss 1.3672 LearningRate 0.0246 Epoch: 10 Global Step: 168340 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:12,360-Speed 3265.28 samples/sec Loss 1.3340 LearningRate 0.0246 Epoch: 10 Global Step: 168350 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:15,479-Speed 3284.59 samples/sec Loss 1.3292 LearningRate 0.0246 Epoch: 10 Global Step: 168360 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:18,543-Speed 3342.75 samples/sec Loss 1.3643 LearningRate 0.0246 Epoch: 10 Global Step: 168370 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:21,720-Speed 3224.30 samples/sec Loss 1.3301 LearningRate 0.0246 Epoch: 10 Global Step: 168380 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:24,882-Speed 3238.47 samples/sec Loss 1.4062 LearningRate 0.0246 Epoch: 10 Global Step: 168390 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:28,036-Speed 3247.68 samples/sec Loss 1.3037 LearningRate 0.0246 Epoch: 10 Global Step: 168400 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:31,126-Speed 3314.22 samples/sec Loss 1.3109 LearningRate 0.0246 Epoch: 10 Global Step: 168410 Fp16 Grad Scale: 131072 Required: 18 hours Training: 2022-04-11 17:04:34,345-Speed 3181.74 samples/sec Loss 1.3408 LearningRate 0.0245 Epoch: 10 Global Step: 168420 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:04:37,427-Speed 3323.58 samples/sec Loss 1.3815 LearningRate 0.0245 Epoch: 10 Global Step: 168430 Fp16 Grad Scale: 65536 Required: 18 hours Training: 2022-04-11 17:04:40,540-Speed 3290.39 samples/sec Loss 1.3445 LearningRate 0.0245 Epoch: 10 Global Step: 168440 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:04:43,640-Speed 3303.52 samples/sec Loss 1.3671 LearningRate 0.0245 Epoch: 10 Global Step: 168450 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:04:46,737-Speed 3307.07 samples/sec Loss 1.3490 LearningRate 0.0245 Epoch: 10 Global Step: 168460 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:04:49,856-Speed 3284.59 samples/sec Loss 1.3448 LearningRate 0.0245 Epoch: 10 Global Step: 168470 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:04:53,071-Speed 3185.11 samples/sec Loss 1.3659 LearningRate 0.0245 Epoch: 10 Global Step: 168480 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:04:56,186-Speed 3287.88 samples/sec Loss 1.3653 LearningRate 0.0245 Epoch: 10 Global Step: 168490 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:04:59,270-Speed 3321.92 samples/sec Loss 1.3749 LearningRate 0.0245 Epoch: 10 Global Step: 168500 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:05:02,341-Speed 3334.34 samples/sec Loss 1.3605 LearningRate 0.0245 Epoch: 10 Global Step: 168510 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:05:05,411-Speed 3336.45 samples/sec Loss 1.3589 LearningRate 0.0245 Epoch: 10 Global Step: 168520 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:05:08,549-Speed 3264.46 samples/sec Loss 1.3649 LearningRate 0.0245 Epoch: 10 Global Step: 168530 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:05:11,618-Speed 3337.53 samples/sec Loss 1.3688 LearningRate 0.0245 Epoch: 10 Global Step: 168540 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:05:14,761-Speed 3258.91 samples/sec Loss 1.4233 LearningRate 0.0245 Epoch: 10 Global Step: 168550 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:05:17,909-Speed 3253.01 samples/sec Loss 1.3962 LearningRate 0.0245 Epoch: 10 Global Step: 168560 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:20,988-Speed 3326.56 samples/sec Loss 1.3809 LearningRate 0.0245 Epoch: 10 Global Step: 168570 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:24,054-Speed 3340.69 samples/sec Loss 1.3018 LearningRate 0.0245 Epoch: 10 Global Step: 168580 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:27,137-Speed 3322.21 samples/sec Loss 1.3430 LearningRate 0.0245 Epoch: 10 Global Step: 168590 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:30,213-Speed 3329.36 samples/sec Loss 1.3679 LearningRate 0.0245 Epoch: 10 Global Step: 168600 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:33,288-Speed 3331.67 samples/sec Loss 1.3612 LearningRate 0.0245 Epoch: 10 Global Step: 168610 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:36,396-Speed 3294.98 samples/sec Loss 1.3738 LearningRate 0.0245 Epoch: 10 Global Step: 168620 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:39,513-Speed 3286.65 samples/sec Loss 1.3510 LearningRate 0.0245 Epoch: 10 Global Step: 168630 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:42,647-Speed 3267.53 samples/sec Loss 1.3733 LearningRate 0.0245 Epoch: 10 Global Step: 168640 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:45,733-Speed 3319.30 samples/sec Loss 1.3904 LearningRate 0.0245 Epoch: 10 Global Step: 168650 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:05:48,802-Speed 3337.51 samples/sec Loss 1.3472 LearningRate 0.0245 Epoch: 10 Global Step: 168660 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:05:51,878-Speed 3329.80 samples/sec Loss 1.3594 LearningRate 0.0245 Epoch: 10 Global Step: 168670 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:05:54,969-Speed 3313.59 samples/sec Loss 1.3664 LearningRate 0.0245 Epoch: 10 Global Step: 168680 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:05:58,040-Speed 3334.74 samples/sec Loss 1.4369 LearningRate 0.0245 Epoch: 10 Global Step: 168690 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:01,110-Speed 3336.23 samples/sec Loss 1.4143 LearningRate 0.0245 Epoch: 10 Global Step: 168700 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:04,207-Speed 3307.95 samples/sec Loss 1.4048 LearningRate 0.0245 Epoch: 10 Global Step: 168710 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:07,280-Speed 3333.07 samples/sec Loss 1.3585 LearningRate 0.0245 Epoch: 10 Global Step: 168720 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:10,396-Speed 3286.91 samples/sec Loss 1.3545 LearningRate 0.0245 Epoch: 10 Global Step: 168730 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:13,510-Speed 3288.26 samples/sec Loss 1.3693 LearningRate 0.0245 Epoch: 10 Global Step: 168740 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:16,691-Speed 3220.10 samples/sec Loss 1.3759 LearningRate 0.0245 Epoch: 10 Global Step: 168750 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:19,839-Speed 3253.22 samples/sec Loss 1.4400 LearningRate 0.0244 Epoch: 10 Global Step: 168760 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:06:22,949-Speed 3293.73 samples/sec Loss 1.3834 LearningRate 0.0244 Epoch: 10 Global Step: 168770 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:06:26,024-Speed 3331.67 samples/sec Loss 1.3520 LearningRate 0.0244 Epoch: 10 Global Step: 168780 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:06:29,121-Speed 3307.26 samples/sec Loss 1.3456 LearningRate 0.0244 Epoch: 10 Global Step: 168790 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:06:32,210-Speed 3315.73 samples/sec Loss 1.4077 LearningRate 0.0244 Epoch: 10 Global Step: 168800 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:06:35,313-Speed 3300.31 samples/sec Loss 1.3790 LearningRate 0.0244 Epoch: 10 Global Step: 168810 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:06:38,490-Speed 3223.80 samples/sec Loss 1.3807 LearningRate 0.0244 Epoch: 10 Global Step: 168820 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:06:41,638-Speed 3253.84 samples/sec Loss 1.3407 LearningRate 0.0244 Epoch: 10 Global Step: 168830 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:06:44,730-Speed 3312.10 samples/sec Loss 1.3751 LearningRate 0.0244 Epoch: 10 Global Step: 168840 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:06:47,805-Speed 3331.22 samples/sec Loss 1.3664 LearningRate 0.0244 Epoch: 10 Global Step: 168850 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:06:50,874-Speed 3336.71 samples/sec Loss 1.3641 LearningRate 0.0244 Epoch: 10 Global Step: 168860 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:06:53,945-Speed 3336.06 samples/sec Loss 1.3523 LearningRate 0.0244 Epoch: 10 Global Step: 168870 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:06:57,034-Speed 3316.09 samples/sec Loss 1.3939 LearningRate 0.0244 Epoch: 10 Global Step: 168880 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:07:00,129-Speed 3308.56 samples/sec Loss 1.4055 LearningRate 0.0244 Epoch: 10 Global Step: 168890 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:07:03,202-Speed 3333.16 samples/sec Loss 1.3710 LearningRate 0.0244 Epoch: 10 Global Step: 168900 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:07:06,272-Speed 3337.00 samples/sec Loss 1.3498 LearningRate 0.0244 Epoch: 10 Global Step: 168910 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:07:09,454-Speed 3218.35 samples/sec Loss 1.3889 LearningRate 0.0244 Epoch: 10 Global Step: 168920 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:07:12,552-Speed 3307.03 samples/sec Loss 1.4148 LearningRate 0.0244 Epoch: 10 Global Step: 168930 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:15,647-Speed 3308.32 samples/sec Loss 1.4167 LearningRate 0.0244 Epoch: 10 Global Step: 168940 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:18,719-Speed 3334.08 samples/sec Loss 1.3680 LearningRate 0.0244 Epoch: 10 Global Step: 168950 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:21,847-Speed 3274.64 samples/sec Loss 1.3636 LearningRate 0.0244 Epoch: 10 Global Step: 168960 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:24,937-Speed 3315.98 samples/sec Loss 1.3517 LearningRate 0.0244 Epoch: 10 Global Step: 168970 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:28,010-Speed 3331.99 samples/sec Loss 1.3911 LearningRate 0.0244 Epoch: 10 Global Step: 168980 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:31,078-Speed 3338.78 samples/sec Loss 1.3878 LearningRate 0.0244 Epoch: 10 Global Step: 168990 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:34,196-Speed 3285.03 samples/sec Loss 1.4052 LearningRate 0.0244 Epoch: 10 Global Step: 169000 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:37,277-Speed 3324.53 samples/sec Loss 1.3899 LearningRate 0.0244 Epoch: 10 Global Step: 169010 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:40,357-Speed 3324.88 samples/sec Loss 1.3480 LearningRate 0.0244 Epoch: 10 Global Step: 169020 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:43,444-Speed 3318.25 samples/sec Loss 1.4338 LearningRate 0.0244 Epoch: 10 Global Step: 169030 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:07:46,520-Speed 3330.33 samples/sec Loss 1.3605 LearningRate 0.0244 Epoch: 10 Global Step: 169040 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:07:49,589-Speed 3337.44 samples/sec Loss 1.3745 LearningRate 0.0244 Epoch: 10 Global Step: 169050 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:07:52,650-Speed 3345.52 samples/sec Loss 1.3356 LearningRate 0.0244 Epoch: 10 Global Step: 169060 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:55,719-Speed 3337.26 samples/sec Loss 1.4132 LearningRate 0.0244 Epoch: 10 Global Step: 169070 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:07:58,819-Speed 3304.51 samples/sec Loss 1.4004 LearningRate 0.0244 Epoch: 10 Global Step: 169080 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:01,888-Speed 3336.64 samples/sec Loss 1.3951 LearningRate 0.0244 Epoch: 10 Global Step: 169090 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:05,001-Speed 3290.10 samples/sec Loss 1.4142 LearningRate 0.0243 Epoch: 10 Global Step: 169100 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:08,095-Speed 3310.83 samples/sec Loss 1.4413 LearningRate 0.0243 Epoch: 10 Global Step: 169110 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:11,168-Speed 3332.96 samples/sec Loss 1.4797 LearningRate 0.0243 Epoch: 10 Global Step: 169120 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:14,295-Speed 3276.11 samples/sec Loss 1.4246 LearningRate 0.0243 Epoch: 10 Global Step: 169130 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:17,380-Speed 3319.96 samples/sec Loss 1.4033 LearningRate 0.0243 Epoch: 10 Global Step: 169140 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:20,470-Speed 3315.23 samples/sec Loss 1.4408 LearningRate 0.0243 Epoch: 10 Global Step: 169150 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:23,532-Speed 3344.86 samples/sec Loss 1.3881 LearningRate 0.0243 Epoch: 10 Global Step: 169160 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:26,635-Speed 3299.94 samples/sec Loss 1.3406 LearningRate 0.0243 Epoch: 10 Global Step: 169170 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:29,706-Speed 3336.08 samples/sec Loss 1.4035 LearningRate 0.0243 Epoch: 10 Global Step: 169180 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:32,791-Speed 3319.66 samples/sec Loss 1.4169 LearningRate 0.0243 Epoch: 10 Global Step: 169190 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:35,880-Speed 3316.20 samples/sec Loss 1.3784 LearningRate 0.0243 Epoch: 10 Global Step: 169200 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:38,962-Speed 3323.41 samples/sec Loss 1.4049 LearningRate 0.0243 Epoch: 10 Global Step: 169210 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:42,053-Speed 3313.54 samples/sec Loss 1.3780 LearningRate 0.0243 Epoch: 10 Global Step: 169220 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:45,135-Speed 3323.49 samples/sec Loss 1.3688 LearningRate 0.0243 Epoch: 10 Global Step: 169230 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:48,211-Speed 3329.49 samples/sec Loss 1.4216 LearningRate 0.0243 Epoch: 10 Global Step: 169240 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:51,291-Speed 3325.42 samples/sec Loss 1.4290 LearningRate 0.0243 Epoch: 10 Global Step: 169250 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:08:54,388-Speed 3308.00 samples/sec Loss 1.3770 LearningRate 0.0243 Epoch: 10 Global Step: 169260 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:08:57,483-Speed 3308.58 samples/sec Loss 1.3833 LearningRate 0.0243 Epoch: 10 Global Step: 169270 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:09:00,543-Speed 3347.05 samples/sec Loss 1.3783 LearningRate 0.0243 Epoch: 10 Global Step: 169280 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:03,621-Speed 3327.39 samples/sec Loss 1.3993 LearningRate 0.0243 Epoch: 10 Global Step: 169290 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:06,696-Speed 3330.99 samples/sec Loss 1.3587 LearningRate 0.0243 Epoch: 10 Global Step: 169300 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:09,794-Speed 3305.99 samples/sec Loss 1.3756 LearningRate 0.0243 Epoch: 10 Global Step: 169310 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:12,903-Speed 3294.87 samples/sec Loss 1.3740 LearningRate 0.0243 Epoch: 10 Global Step: 169320 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:16,132-Speed 3172.83 samples/sec Loss 1.4148 LearningRate 0.0243 Epoch: 10 Global Step: 169330 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:19,225-Speed 3310.62 samples/sec Loss 1.4043 LearningRate 0.0243 Epoch: 10 Global Step: 169340 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:22,304-Speed 3326.17 samples/sec Loss 1.4514 LearningRate 0.0243 Epoch: 10 Global Step: 169350 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:25,377-Speed 3333.24 samples/sec Loss 1.4157 LearningRate 0.0243 Epoch: 10 Global Step: 169360 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:28,456-Speed 3326.48 samples/sec Loss 1.4337 LearningRate 0.0243 Epoch: 10 Global Step: 169370 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:09:31,569-Speed 3290.67 samples/sec Loss 1.4083 LearningRate 0.0243 Epoch: 10 Global Step: 169380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:34,649-Speed 3325.43 samples/sec Loss 1.4060 LearningRate 0.0243 Epoch: 10 Global Step: 169390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:37,734-Speed 3320.32 samples/sec Loss 1.3826 LearningRate 0.0243 Epoch: 10 Global Step: 169400 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:40,806-Speed 3334.31 samples/sec Loss 1.3812 LearningRate 0.0243 Epoch: 10 Global Step: 169410 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:43,879-Speed 3332.52 samples/sec Loss 1.3810 LearningRate 0.0243 Epoch: 10 Global Step: 169420 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:46,957-Speed 3327.92 samples/sec Loss 1.4265 LearningRate 0.0243 Epoch: 10 Global Step: 169430 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:50,032-Speed 3330.72 samples/sec Loss 1.4190 LearningRate 0.0242 Epoch: 10 Global Step: 169440 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:53,106-Speed 3331.81 samples/sec Loss 1.4077 LearningRate 0.0242 Epoch: 10 Global Step: 169450 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:56,184-Speed 3327.94 samples/sec Loss 1.3757 LearningRate 0.0242 Epoch: 10 Global Step: 169460 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:09:59,260-Speed 3328.84 samples/sec Loss 1.3994 LearningRate 0.0242 Epoch: 10 Global Step: 169470 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:02,340-Speed 3325.15 samples/sec Loss 1.3963 LearningRate 0.0242 Epoch: 10 Global Step: 169480 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:05,420-Speed 3326.34 samples/sec Loss 1.3835 LearningRate 0.0242 Epoch: 10 Global Step: 169490 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:08,493-Speed 3333.31 samples/sec Loss 1.4298 LearningRate 0.0242 Epoch: 10 Global Step: 169500 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:11,564-Speed 3334.79 samples/sec Loss 1.3950 LearningRate 0.0242 Epoch: 10 Global Step: 169510 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:14,643-Speed 3327.12 samples/sec Loss 1.3748 LearningRate 0.0242 Epoch: 10 Global Step: 169520 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:17,732-Speed 3315.17 samples/sec Loss 1.4032 LearningRate 0.0242 Epoch: 10 Global Step: 169530 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:20,863-Speed 3271.42 samples/sec Loss 1.4220 LearningRate 0.0242 Epoch: 10 Global Step: 169540 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:23,970-Speed 3296.57 samples/sec Loss 1.3828 LearningRate 0.0242 Epoch: 10 Global Step: 169550 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:27,055-Speed 3319.25 samples/sec Loss 1.3600 LearningRate 0.0242 Epoch: 10 Global Step: 169560 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:30,176-Speed 3282.50 samples/sec Loss 1.3518 LearningRate 0.0242 Epoch: 10 Global Step: 169570 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:33,247-Speed 3334.81 samples/sec Loss 1.3816 LearningRate 0.0242 Epoch: 10 Global Step: 169580 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:10:36,414-Speed 3234.16 samples/sec Loss 1.3879 LearningRate 0.0242 Epoch: 10 Global Step: 169590 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:39,489-Speed 3330.82 samples/sec Loss 1.4456 LearningRate 0.0242 Epoch: 10 Global Step: 169600 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:42,618-Speed 3273.71 samples/sec Loss 1.4354 LearningRate 0.0242 Epoch: 10 Global Step: 169610 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:45,709-Speed 3313.86 samples/sec Loss 1.4465 LearningRate 0.0242 Epoch: 10 Global Step: 169620 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:48,893-Speed 3216.19 samples/sec Loss 1.3950 LearningRate 0.0242 Epoch: 10 Global Step: 169630 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:52,053-Speed 3241.87 samples/sec Loss 1.3834 LearningRate 0.0242 Epoch: 10 Global Step: 169640 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:55,217-Speed 3236.58 samples/sec Loss 1.4158 LearningRate 0.0242 Epoch: 10 Global Step: 169650 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:10:58,368-Speed 3251.10 samples/sec Loss 1.4196 LearningRate 0.0242 Epoch: 10 Global Step: 169660 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:01,461-Speed 3311.58 samples/sec Loss 1.4173 LearningRate 0.0242 Epoch: 10 Global Step: 169670 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:04,557-Speed 3307.94 samples/sec Loss 1.3546 LearningRate 0.0242 Epoch: 10 Global Step: 169680 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:07,646-Speed 3316.50 samples/sec Loss 1.4703 LearningRate 0.0242 Epoch: 10 Global Step: 169690 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:10,725-Speed 3325.91 samples/sec Loss 1.4319 LearningRate 0.0242 Epoch: 10 Global Step: 169700 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:13,802-Speed 3329.06 samples/sec Loss 1.4220 LearningRate 0.0242 Epoch: 10 Global Step: 169710 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:16,899-Speed 3306.96 samples/sec Loss 1.4154 LearningRate 0.0242 Epoch: 10 Global Step: 169720 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:19,981-Speed 3322.94 samples/sec Loss 1.4294 LearningRate 0.0242 Epoch: 10 Global Step: 169730 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:23,082-Speed 3303.11 samples/sec Loss 1.3816 LearningRate 0.0242 Epoch: 10 Global Step: 169740 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:26,157-Speed 3330.64 samples/sec Loss 1.4022 LearningRate 0.0242 Epoch: 10 Global Step: 169750 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:29,265-Speed 3296.04 samples/sec Loss 1.4210 LearningRate 0.0242 Epoch: 10 Global Step: 169760 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:11:32,353-Speed 3316.26 samples/sec Loss 1.3906 LearningRate 0.0242 Epoch: 10 Global Step: 169770 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:35,545-Speed 3209.02 samples/sec Loss 1.3879 LearningRate 0.0241 Epoch: 10 Global Step: 169780 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:38,638-Speed 3311.13 samples/sec Loss 1.4039 LearningRate 0.0241 Epoch: 10 Global Step: 169790 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:41,728-Speed 3315.10 samples/sec Loss 1.4326 LearningRate 0.0241 Epoch: 10 Global Step: 169800 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:44,873-Speed 3256.55 samples/sec Loss 1.4542 LearningRate 0.0241 Epoch: 10 Global Step: 169810 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:48,083-Speed 3190.72 samples/sec Loss 1.4414 LearningRate 0.0241 Epoch: 10 Global Step: 169820 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:51,276-Speed 3208.27 samples/sec Loss 1.4532 LearningRate 0.0241 Epoch: 10 Global Step: 169830 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:54,425-Speed 3252.39 samples/sec Loss 1.4391 LearningRate 0.0241 Epoch: 10 Global Step: 169840 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:11:57,515-Speed 3314.85 samples/sec Loss 1.3884 LearningRate 0.0241 Epoch: 10 Global Step: 169850 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:12:00,594-Speed 3326.14 samples/sec Loss 1.4581 LearningRate 0.0241 Epoch: 10 Global Step: 169860 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:12:03,663-Speed 3338.09 samples/sec Loss 1.4625 LearningRate 0.0241 Epoch: 10 Global Step: 169870 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:12:06,775-Speed 3290.54 samples/sec Loss 1.4025 LearningRate 0.0241 Epoch: 10 Global Step: 169880 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:12:09,857-Speed 3323.72 samples/sec Loss 1.4941 LearningRate 0.0241 Epoch: 10 Global Step: 169890 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:12:14,987-Speed 1996.27 samples/sec Loss 1.4560 LearningRate 0.0241 Epoch: 10 Global Step: 169900 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:12:22,018-Speed 1456.58 samples/sec Loss 1.4504 LearningRate 0.0241 Epoch: 10 Global Step: 169910 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:12:25,201-Speed 3218.26 samples/sec Loss 1.4234 LearningRate 0.0241 Epoch: 10 Global Step: 169920 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:28,288-Speed 3317.36 samples/sec Loss 1.4233 LearningRate 0.0241 Epoch: 10 Global Step: 169930 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:31,370-Speed 3324.12 samples/sec Loss 1.4321 LearningRate 0.0241 Epoch: 10 Global Step: 169940 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:34,532-Speed 3238.75 samples/sec Loss 1.4069 LearningRate 0.0241 Epoch: 10 Global Step: 169950 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:37,699-Speed 3233.63 samples/sec Loss 1.4478 LearningRate 0.0241 Epoch: 10 Global Step: 169960 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:40,782-Speed 3322.48 samples/sec Loss 1.4137 LearningRate 0.0241 Epoch: 10 Global Step: 169970 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:43,874-Speed 3312.99 samples/sec Loss 1.4407 LearningRate 0.0241 Epoch: 10 Global Step: 169980 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:46,953-Speed 3326.18 samples/sec Loss 1.3830 LearningRate 0.0241 Epoch: 10 Global Step: 169990 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:12:50,034-Speed 3324.83 samples/sec Loss 1.4325 LearningRate 0.0241 Epoch: 10 Global Step: 170000 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:13:33,818-[lfw][170000]XNorm: 21.802826 Training: 2022-04-11 17:13:33,818-[lfw][170000]Accuracy-Flip: 0.99767+-0.00300 Training: 2022-04-11 17:13:33,819-[lfw][170000]Accuracy-Highest: 0.99817 Training: 2022-04-11 17:14:24,252-[cfp_fp][170000]XNorm: 21.593737 Training: 2022-04-11 17:14:24,253-[cfp_fp][170000]Accuracy-Flip: 0.98843+-0.00488 Training: 2022-04-11 17:14:24,253-[cfp_fp][170000]Accuracy-Highest: 0.98971 Training: 2022-04-11 17:15:07,644-[agedb_30][170000]XNorm: 22.317822 Training: 2022-04-11 17:15:07,645-[agedb_30][170000]Accuracy-Flip: 0.98283+-0.00610 Training: 2022-04-11 17:15:07,645-[agedb_30][170000]Accuracy-Highest: 0.98450 Training: 2022-04-11 17:15:10,733-Speed 72.78 samples/sec Loss 1.4524 LearningRate 0.0241 Epoch: 10 Global Step: 170010 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:15:13,797-Speed 3342.53 samples/sec Loss 1.3830 LearningRate 0.0241 Epoch: 10 Global Step: 170020 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:16,877-Speed 3325.75 samples/sec Loss 1.4455 LearningRate 0.0241 Epoch: 10 Global Step: 170030 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:19,940-Speed 3343.59 samples/sec Loss 1.4704 LearningRate 0.0241 Epoch: 10 Global Step: 170040 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:23,005-Speed 3341.70 samples/sec Loss 1.4146 LearningRate 0.0241 Epoch: 10 Global Step: 170050 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:26,106-Speed 3303.64 samples/sec Loss 1.4536 LearningRate 0.0241 Epoch: 10 Global Step: 170060 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:29,176-Speed 3336.00 samples/sec Loss 1.4548 LearningRate 0.0241 Epoch: 10 Global Step: 170070 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:32,263-Speed 3317.97 samples/sec Loss 1.4422 LearningRate 0.0241 Epoch: 10 Global Step: 170080 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:35,370-Speed 3296.21 samples/sec Loss 1.4292 LearningRate 0.0241 Epoch: 10 Global Step: 170090 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:38,448-Speed 3328.41 samples/sec Loss 1.4279 LearningRate 0.0241 Epoch: 10 Global Step: 170100 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:41,527-Speed 3326.02 samples/sec Loss 1.4047 LearningRate 0.0241 Epoch: 10 Global Step: 170110 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:15:44,599-Speed 3334.00 samples/sec Loss 1.4312 LearningRate 0.0240 Epoch: 10 Global Step: 170120 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:15:47,793-Speed 3206.91 samples/sec Loss 1.3903 LearningRate 0.0240 Epoch: 10 Global Step: 170130 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:15:50,881-Speed 3317.24 samples/sec Loss 1.3886 LearningRate 0.0240 Epoch: 10 Global Step: 170140 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:15:53,985-Speed 3299.52 samples/sec Loss 1.4639 LearningRate 0.0240 Epoch: 10 Global Step: 170150 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:15:57,157-Speed 3228.23 samples/sec Loss 1.4769 LearningRate 0.0240 Epoch: 10 Global Step: 170160 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:00,260-Speed 3300.96 samples/sec Loss 1.3796 LearningRate 0.0240 Epoch: 10 Global Step: 170170 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:03,331-Speed 3335.95 samples/sec Loss 1.3919 LearningRate 0.0240 Epoch: 10 Global Step: 170180 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:06,448-Speed 3285.60 samples/sec Loss 1.4395 LearningRate 0.0240 Epoch: 10 Global Step: 170190 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:09,549-Speed 3302.75 samples/sec Loss 1.4476 LearningRate 0.0240 Epoch: 10 Global Step: 170200 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:12,639-Speed 3315.31 samples/sec Loss 1.4143 LearningRate 0.0240 Epoch: 10 Global Step: 170210 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:15,717-Speed 3327.05 samples/sec Loss 1.4670 LearningRate 0.0240 Epoch: 10 Global Step: 170220 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:18,786-Speed 3336.99 samples/sec Loss 1.4319 LearningRate 0.0240 Epoch: 10 Global Step: 170230 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:22,009-Speed 3313.49 samples/sec Loss 1.3873 LearningRate 0.0240 Epoch: 10 Global Step: 170240 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:25,093-Speed 3321.22 samples/sec Loss 1.3765 LearningRate 0.0240 Epoch: 10 Global Step: 170250 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:28,165-Speed 3334.39 samples/sec Loss 1.4184 LearningRate 0.0240 Epoch: 10 Global Step: 170260 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:31,235-Speed 3337.13 samples/sec Loss 1.3374 LearningRate 0.0240 Epoch: 10 Global Step: 170270 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:34,306-Speed 3335.07 samples/sec Loss 1.4700 LearningRate 0.0240 Epoch: 10 Global Step: 170280 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:37,381-Speed 3331.74 samples/sec Loss 1.4338 LearningRate 0.0240 Epoch: 10 Global Step: 170290 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:16:40,481-Speed 3303.40 samples/sec Loss 1.3737 LearningRate 0.0240 Epoch: 10 Global Step: 170300 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:43,558-Speed 3328.74 samples/sec Loss 1.4075 LearningRate 0.0240 Epoch: 10 Global Step: 170310 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:46,625-Speed 3339.07 samples/sec Loss 1.3937 LearningRate 0.0240 Epoch: 10 Global Step: 170320 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:49,704-Speed 3327.86 samples/sec Loss 1.4493 LearningRate 0.0240 Epoch: 10 Global Step: 170330 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:52,776-Speed 3333.96 samples/sec Loss 1.4136 LearningRate 0.0240 Epoch: 10 Global Step: 170340 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:55,915-Speed 3262.94 samples/sec Loss 1.4959 LearningRate 0.0240 Epoch: 10 Global Step: 170350 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:16:59,075-Speed 3241.40 samples/sec Loss 1.4641 LearningRate 0.0240 Epoch: 10 Global Step: 170360 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:17:02,142-Speed 3339.43 samples/sec Loss 1.4602 LearningRate 0.0240 Epoch: 10 Global Step: 170370 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:17:05,214-Speed 3334.15 samples/sec Loss 1.4407 LearningRate 0.0240 Epoch: 10 Global Step: 170380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:17:08,352-Speed 3265.58 samples/sec Loss 1.5036 LearningRate 0.0240 Epoch: 10 Global Step: 170390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:17:11,504-Speed 3249.10 samples/sec Loss 1.4301 LearningRate 0.0240 Epoch: 10 Global Step: 170400 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:14,652-Speed 3254.05 samples/sec Loss 1.4463 LearningRate 0.0240 Epoch: 10 Global Step: 170410 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:17,732-Speed 3324.96 samples/sec Loss 1.4553 LearningRate 0.0240 Epoch: 10 Global Step: 170420 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:20,811-Speed 3327.87 samples/sec Loss 1.3961 LearningRate 0.0240 Epoch: 10 Global Step: 170430 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:23,879-Speed 3338.14 samples/sec Loss 1.4544 LearningRate 0.0240 Epoch: 10 Global Step: 170440 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:26,960-Speed 3324.16 samples/sec Loss 1.4370 LearningRate 0.0240 Epoch: 10 Global Step: 170450 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:30,027-Speed 3339.82 samples/sec Loss 1.4244 LearningRate 0.0239 Epoch: 10 Global Step: 170460 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:33,183-Speed 3245.26 samples/sec Loss 1.3800 LearningRate 0.0239 Epoch: 10 Global Step: 170470 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:36,370-Speed 3213.66 samples/sec Loss 1.4566 LearningRate 0.0239 Epoch: 10 Global Step: 170480 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:39,449-Speed 3326.38 samples/sec Loss 1.4617 LearningRate 0.0239 Epoch: 10 Global Step: 170490 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:42,522-Speed 3332.92 samples/sec Loss 1.4286 LearningRate 0.0239 Epoch: 10 Global Step: 170500 Fp16 Grad Scale: 262144 Required: 17 hours Training: 2022-04-11 17:17:45,595-Speed 3333.38 samples/sec Loss 1.4806 LearningRate 0.0239 Epoch: 10 Global Step: 170510 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:48,662-Speed 3339.15 samples/sec Loss 1.4863 LearningRate 0.0239 Epoch: 10 Global Step: 170520 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:51,765-Speed 3301.01 samples/sec Loss 1.4504 LearningRate 0.0239 Epoch: 10 Global Step: 170530 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:54,853-Speed 3316.63 samples/sec Loss 1.4360 LearningRate 0.0239 Epoch: 10 Global Step: 170540 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:17:57,924-Speed 3335.45 samples/sec Loss 1.4011 LearningRate 0.0239 Epoch: 10 Global Step: 170550 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:18:00,990-Speed 3340.35 samples/sec Loss 1.4398 LearningRate 0.0239 Epoch: 10 Global Step: 170560 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:18:04,088-Speed 3306.55 samples/sec Loss 1.4322 LearningRate 0.0239 Epoch: 10 Global Step: 170570 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:07,315-Speed 3174.18 samples/sec Loss 1.4281 LearningRate 0.0239 Epoch: 10 Global Step: 170580 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:10,421-Speed 3296.84 samples/sec Loss 1.4931 LearningRate 0.0239 Epoch: 10 Global Step: 170590 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:13,531-Speed 3293.66 samples/sec Loss 1.4339 LearningRate 0.0239 Epoch: 10 Global Step: 170600 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:16,626-Speed 3309.63 samples/sec Loss 1.4558 LearningRate 0.0239 Epoch: 10 Global Step: 170610 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:19,734-Speed 3295.43 samples/sec Loss 1.4937 LearningRate 0.0239 Epoch: 10 Global Step: 170620 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:22,802-Speed 3338.00 samples/sec Loss 1.4513 LearningRate 0.0239 Epoch: 10 Global Step: 170630 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:25,871-Speed 3339.40 samples/sec Loss 1.4163 LearningRate 0.0239 Epoch: 10 Global Step: 170640 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:28,962-Speed 3313.52 samples/sec Loss 1.4903 LearningRate 0.0239 Epoch: 10 Global Step: 170650 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:18:32,054-Speed 3312.15 samples/sec Loss 1.4448 LearningRate 0.0239 Epoch: 10 Global Step: 170660 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:35,137-Speed 3322.30 samples/sec Loss 1.5242 LearningRate 0.0239 Epoch: 10 Global Step: 170670 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:38,212-Speed 3331.19 samples/sec Loss 1.4618 LearningRate 0.0239 Epoch: 10 Global Step: 170680 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:41,351-Speed 3262.58 samples/sec Loss 1.5648 LearningRate 0.0239 Epoch: 10 Global Step: 170690 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:44,585-Speed 3167.47 samples/sec Loss 1.4587 LearningRate 0.0239 Epoch: 10 Global Step: 170700 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:47,702-Speed 3285.27 samples/sec Loss 1.4586 LearningRate 0.0239 Epoch: 10 Global Step: 170710 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:50,775-Speed 3333.71 samples/sec Loss 1.4629 LearningRate 0.0239 Epoch: 10 Global Step: 170720 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:53,878-Speed 3300.74 samples/sec Loss 1.4373 LearningRate 0.0239 Epoch: 10 Global Step: 170730 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:18:56,975-Speed 3307.54 samples/sec Loss 1.4805 LearningRate 0.0239 Epoch: 10 Global Step: 170740 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:19:00,200-Speed 3175.79 samples/sec Loss 1.4241 LearningRate 0.0239 Epoch: 10 Global Step: 170750 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:19:03,298-Speed 3306.31 samples/sec Loss 1.4470 LearningRate 0.0239 Epoch: 10 Global Step: 170760 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:06,377-Speed 3326.25 samples/sec Loss 1.4163 LearningRate 0.0239 Epoch: 10 Global Step: 170770 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:09,571-Speed 3206.82 samples/sec Loss 1.4553 LearningRate 0.0239 Epoch: 10 Global Step: 170780 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:12,671-Speed 3303.99 samples/sec Loss 1.4300 LearningRate 0.0239 Epoch: 10 Global Step: 170790 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:15,756-Speed 3319.91 samples/sec Loss 1.4169 LearningRate 0.0238 Epoch: 10 Global Step: 170800 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:18,835-Speed 3326.48 samples/sec Loss 1.4763 LearningRate 0.0238 Epoch: 10 Global Step: 170810 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:21,976-Speed 3261.24 samples/sec Loss 1.4126 LearningRate 0.0238 Epoch: 10 Global Step: 170820 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:25,174-Speed 3202.48 samples/sec Loss 1.4060 LearningRate 0.0238 Epoch: 10 Global Step: 170830 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:28,245-Speed 3336.14 samples/sec Loss 1.4702 LearningRate 0.0238 Epoch: 10 Global Step: 170840 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:31,320-Speed 3330.67 samples/sec Loss 1.4221 LearningRate 0.0238 Epoch: 10 Global Step: 170850 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:19:34,393-Speed 3333.15 samples/sec Loss 1.4442 LearningRate 0.0238 Epoch: 10 Global Step: 170860 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:37,518-Speed 3277.55 samples/sec Loss 1.4312 LearningRate 0.0238 Epoch: 10 Global Step: 170870 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:40,689-Speed 3229.21 samples/sec Loss 1.4351 LearningRate 0.0238 Epoch: 10 Global Step: 170880 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:43,834-Speed 3257.05 samples/sec Loss 1.4327 LearningRate 0.0238 Epoch: 10 Global Step: 170890 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:46,904-Speed 3336.33 samples/sec Loss 1.4806 LearningRate 0.0238 Epoch: 10 Global Step: 170900 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:50,008-Speed 3299.43 samples/sec Loss 1.4478 LearningRate 0.0238 Epoch: 10 Global Step: 170910 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:53,084-Speed 3329.72 samples/sec Loss 1.4314 LearningRate 0.0238 Epoch: 10 Global Step: 170920 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:56,157-Speed 3334.26 samples/sec Loss 1.4586 LearningRate 0.0238 Epoch: 10 Global Step: 170930 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:19:59,226-Speed 3336.56 samples/sec Loss 1.4252 LearningRate 0.0238 Epoch: 10 Global Step: 170940 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:20:02,286-Speed 3346.99 samples/sec Loss 1.4526 LearningRate 0.0238 Epoch: 10 Global Step: 170950 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:05,367-Speed 3324.79 samples/sec Loss 1.4299 LearningRate 0.0238 Epoch: 10 Global Step: 170960 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:08,464-Speed 3307.43 samples/sec Loss 1.4819 LearningRate 0.0238 Epoch: 10 Global Step: 170970 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:11,533-Speed 3337.32 samples/sec Loss 1.4491 LearningRate 0.0238 Epoch: 10 Global Step: 170980 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:14,634-Speed 3303.33 samples/sec Loss 1.4636 LearningRate 0.0238 Epoch: 10 Global Step: 170990 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:17,709-Speed 3330.45 samples/sec Loss 1.4699 LearningRate 0.0238 Epoch: 10 Global Step: 171000 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:20,789-Speed 3324.71 samples/sec Loss 1.4915 LearningRate 0.0238 Epoch: 10 Global Step: 171010 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:23,864-Speed 3331.02 samples/sec Loss 1.4552 LearningRate 0.0238 Epoch: 10 Global Step: 171020 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:26,942-Speed 3328.17 samples/sec Loss 1.4631 LearningRate 0.0238 Epoch: 10 Global Step: 171030 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:30,025-Speed 3322.27 samples/sec Loss 1.3988 LearningRate 0.0238 Epoch: 10 Global Step: 171040 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:33,099-Speed 3331.96 samples/sec Loss 1.4782 LearningRate 0.0238 Epoch: 10 Global Step: 171050 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:20:36,305-Speed 3336.04 samples/sec Loss 1.4818 LearningRate 0.0238 Epoch: 10 Global Step: 171060 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:39,378-Speed 3332.56 samples/sec Loss 1.5132 LearningRate 0.0238 Epoch: 10 Global Step: 171070 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:42,464-Speed 3319.97 samples/sec Loss 1.4679 LearningRate 0.0238 Epoch: 10 Global Step: 171080 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:45,532-Speed 3337.66 samples/sec Loss 1.4576 LearningRate 0.0238 Epoch: 10 Global Step: 171090 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:48,609-Speed 3328.61 samples/sec Loss 1.4669 LearningRate 0.0238 Epoch: 10 Global Step: 171100 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:51,692-Speed 3322.53 samples/sec Loss 1.4707 LearningRate 0.0238 Epoch: 10 Global Step: 171110 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:54,777-Speed 3320.31 samples/sec Loss 1.4830 LearningRate 0.0238 Epoch: 10 Global Step: 171120 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:20:57,862-Speed 3320.31 samples/sec Loss 1.4539 LearningRate 0.0238 Epoch: 10 Global Step: 171130 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:21:00,953-Speed 3313.37 samples/sec Loss 1.4330 LearningRate 0.0237 Epoch: 10 Global Step: 171140 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:21:04,031-Speed 3327.96 samples/sec Loss 1.4595 LearningRate 0.0237 Epoch: 10 Global Step: 171150 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:21:07,318-Speed 3317.11 samples/sec Loss 1.4567 LearningRate 0.0237 Epoch: 10 Global Step: 171160 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:10,423-Speed 3298.25 samples/sec Loss 1.5017 LearningRate 0.0237 Epoch: 10 Global Step: 171170 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:13,510-Speed 3318.42 samples/sec Loss 1.4643 LearningRate 0.0237 Epoch: 10 Global Step: 171180 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:16,581-Speed 3334.58 samples/sec Loss 1.4819 LearningRate 0.0237 Epoch: 10 Global Step: 171190 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:19,671-Speed 3314.78 samples/sec Loss 1.4528 LearningRate 0.0237 Epoch: 10 Global Step: 171200 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:22,867-Speed 3205.48 samples/sec Loss 1.4831 LearningRate 0.0237 Epoch: 10 Global Step: 171210 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:25,938-Speed 3335.20 samples/sec Loss 1.5414 LearningRate 0.0237 Epoch: 10 Global Step: 171220 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:29,009-Speed 3334.85 samples/sec Loss 1.5228 LearningRate 0.0237 Epoch: 10 Global Step: 171230 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:32,094-Speed 3320.06 samples/sec Loss 1.4536 LearningRate 0.0237 Epoch: 10 Global Step: 171240 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:35,196-Speed 3301.87 samples/sec Loss 1.4726 LearningRate 0.0237 Epoch: 10 Global Step: 171250 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:38,282-Speed 3318.58 samples/sec Loss 1.4663 LearningRate 0.0237 Epoch: 10 Global Step: 171260 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:41,393-Speed 3292.60 samples/sec Loss 1.4728 LearningRate 0.0237 Epoch: 10 Global Step: 171270 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:44,484-Speed 3313.92 samples/sec Loss 1.4787 LearningRate 0.0237 Epoch: 10 Global Step: 171280 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:47,557-Speed 3332.94 samples/sec Loss 1.5150 LearningRate 0.0237 Epoch: 10 Global Step: 171290 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:50,648-Speed 3313.62 samples/sec Loss 1.4149 LearningRate 0.0237 Epoch: 10 Global Step: 171300 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:53,718-Speed 3336.25 samples/sec Loss 1.4611 LearningRate 0.0237 Epoch: 10 Global Step: 171310 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:56,835-Speed 3285.44 samples/sec Loss 1.4845 LearningRate 0.0237 Epoch: 10 Global Step: 171320 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:21:59,929-Speed 3311.22 samples/sec Loss 1.4678 LearningRate 0.0237 Epoch: 10 Global Step: 171330 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:03,016-Speed 3317.04 samples/sec Loss 1.5095 LearningRate 0.0237 Epoch: 10 Global Step: 171340 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:06,095-Speed 3326.65 samples/sec Loss 1.4683 LearningRate 0.0237 Epoch: 10 Global Step: 171350 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:09,172-Speed 3328.44 samples/sec Loss 1.4813 LearningRate 0.0237 Epoch: 10 Global Step: 171360 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:12,480-Speed 3262.90 samples/sec Loss 1.5018 LearningRate 0.0237 Epoch: 10 Global Step: 171370 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:15,576-Speed 3308.56 samples/sec Loss 1.4695 LearningRate 0.0237 Epoch: 10 Global Step: 171380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:18,744-Speed 3232.59 samples/sec Loss 1.4491 LearningRate 0.0237 Epoch: 10 Global Step: 171390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:21,834-Speed 3314.70 samples/sec Loss 1.4376 LearningRate 0.0237 Epoch: 10 Global Step: 171400 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:24,907-Speed 3333.83 samples/sec Loss 1.5300 LearningRate 0.0237 Epoch: 10 Global Step: 171410 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:27,978-Speed 3335.08 samples/sec Loss 1.4772 LearningRate 0.0237 Epoch: 10 Global Step: 171420 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:31,096-Speed 3284.66 samples/sec Loss 1.4314 LearningRate 0.0237 Epoch: 10 Global Step: 171430 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:34,190-Speed 3309.42 samples/sec Loss 1.4430 LearningRate 0.0237 Epoch: 10 Global Step: 171440 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:22:37,279-Speed 3316.47 samples/sec Loss 1.4643 LearningRate 0.0237 Epoch: 10 Global Step: 171450 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:40,361-Speed 3323.98 samples/sec Loss 1.5065 LearningRate 0.0237 Epoch: 10 Global Step: 171460 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:43,451-Speed 3314.25 samples/sec Loss 1.4594 LearningRate 0.0237 Epoch: 10 Global Step: 171470 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:46,546-Speed 3309.17 samples/sec Loss 1.4430 LearningRate 0.0236 Epoch: 10 Global Step: 171480 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:49,635-Speed 3315.48 samples/sec Loss 1.4759 LearningRate 0.0236 Epoch: 10 Global Step: 171490 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:52,722-Speed 3318.41 samples/sec Loss 1.4871 LearningRate 0.0236 Epoch: 10 Global Step: 171500 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:55,810-Speed 3316.34 samples/sec Loss 1.4990 LearningRate 0.0236 Epoch: 10 Global Step: 171510 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:22:58,892-Speed 3323.75 samples/sec Loss 1.4793 LearningRate 0.0236 Epoch: 10 Global Step: 171520 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:01,993-Speed 3302.48 samples/sec Loss 1.4528 LearningRate 0.0236 Epoch: 10 Global Step: 171530 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:05,078-Speed 3320.46 samples/sec Loss 1.4262 LearningRate 0.0236 Epoch: 10 Global Step: 171540 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:08,162-Speed 3321.84 samples/sec Loss 1.4367 LearningRate 0.0236 Epoch: 10 Global Step: 171550 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:11,248-Speed 3318.52 samples/sec Loss 1.4811 LearningRate 0.0236 Epoch: 10 Global Step: 171560 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:14,431-Speed 3217.88 samples/sec Loss 1.4498 LearningRate 0.0236 Epoch: 10 Global Step: 171570 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:17,530-Speed 3305.86 samples/sec Loss 1.4889 LearningRate 0.0236 Epoch: 10 Global Step: 171580 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:20,673-Speed 3258.60 samples/sec Loss 1.5097 LearningRate 0.0236 Epoch: 10 Global Step: 171590 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:23,791-Speed 3284.69 samples/sec Loss 1.4622 LearningRate 0.0236 Epoch: 10 Global Step: 171600 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:26,911-Speed 3282.75 samples/sec Loss 1.4706 LearningRate 0.0236 Epoch: 10 Global Step: 171610 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:30,064-Speed 3248.16 samples/sec Loss 1.4338 LearningRate 0.0236 Epoch: 10 Global Step: 171620 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:23:33,238-Speed 3227.68 samples/sec Loss 1.4422 LearningRate 0.0236 Epoch: 10 Global Step: 171630 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:23:36,337-Speed 3304.73 samples/sec Loss 1.4741 LearningRate 0.0236 Epoch: 10 Global Step: 171640 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:23:39,420-Speed 3322.04 samples/sec Loss 1.4347 LearningRate 0.0236 Epoch: 10 Global Step: 171650 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:23:42,497-Speed 3328.58 samples/sec Loss 1.4250 LearningRate 0.0236 Epoch: 10 Global Step: 171660 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:23:45,595-Speed 3305.89 samples/sec Loss 1.4577 LearningRate 0.0236 Epoch: 10 Global Step: 171670 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:23:48,665-Speed 3336.97 samples/sec Loss 1.5061 LearningRate 0.0236 Epoch: 10 Global Step: 171680 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:51,753-Speed 3316.56 samples/sec Loss 1.5121 LearningRate 0.0236 Epoch: 10 Global Step: 171690 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:54,862-Speed 3294.98 samples/sec Loss 1.4912 LearningRate 0.0236 Epoch: 10 Global Step: 171700 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:23:57,940-Speed 3327.23 samples/sec Loss 1.4487 LearningRate 0.0236 Epoch: 10 Global Step: 171710 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:01,022-Speed 3323.49 samples/sec Loss 1.4946 LearningRate 0.0236 Epoch: 10 Global Step: 171720 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:04,105-Speed 3322.48 samples/sec Loss 1.4561 LearningRate 0.0236 Epoch: 10 Global Step: 171730 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:07,265-Speed 3240.50 samples/sec Loss 1.4965 LearningRate 0.0236 Epoch: 10 Global Step: 171740 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:10,355-Speed 3314.84 samples/sec Loss 1.4896 LearningRate 0.0236 Epoch: 10 Global Step: 171750 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:13,554-Speed 3201.68 samples/sec Loss 1.4158 LearningRate 0.0236 Epoch: 10 Global Step: 171760 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:16,658-Speed 3300.39 samples/sec Loss 1.4865 LearningRate 0.0236 Epoch: 10 Global Step: 171770 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:19,733-Speed 3330.18 samples/sec Loss 1.4997 LearningRate 0.0236 Epoch: 10 Global Step: 171780 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:24:22,827-Speed 3311.21 samples/sec Loss 1.4866 LearningRate 0.0236 Epoch: 10 Global Step: 171790 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:24:25,903-Speed 3329.50 samples/sec Loss 1.5100 LearningRate 0.0236 Epoch: 10 Global Step: 171800 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:24:28,996-Speed 3311.77 samples/sec Loss 1.5118 LearningRate 0.0236 Epoch: 10 Global Step: 171810 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:24:32,207-Speed 3190.31 samples/sec Loss 1.4936 LearningRate 0.0236 Epoch: 10 Global Step: 171820 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:24:35,311-Speed 3299.55 samples/sec Loss 1.4869 LearningRate 0.0235 Epoch: 10 Global Step: 171830 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:24:38,424-Speed 3290.50 samples/sec Loss 1.5381 LearningRate 0.0235 Epoch: 10 Global Step: 171840 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:24:41,553-Speed 3273.63 samples/sec Loss 1.4861 LearningRate 0.0235 Epoch: 10 Global Step: 171850 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:44,659-Speed 3296.66 samples/sec Loss 1.4609 LearningRate 0.0235 Epoch: 10 Global Step: 171860 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:47,752-Speed 3312.67 samples/sec Loss 1.4687 LearningRate 0.0235 Epoch: 10 Global Step: 171870 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:50,833-Speed 3323.27 samples/sec Loss 1.5253 LearningRate 0.0235 Epoch: 10 Global Step: 171880 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:53,918-Speed 3320.85 samples/sec Loss 1.5218 LearningRate 0.0235 Epoch: 10 Global Step: 171890 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:24:56,996-Speed 3327.82 samples/sec Loss 1.5228 LearningRate 0.0235 Epoch: 10 Global Step: 171900 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:25:00,083-Speed 3317.80 samples/sec Loss 1.4879 LearningRate 0.0235 Epoch: 10 Global Step: 171910 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:25:03,161-Speed 3326.93 samples/sec Loss 1.5329 LearningRate 0.0235 Epoch: 10 Global Step: 171920 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:25:06,242-Speed 3324.99 samples/sec Loss 1.5613 LearningRate 0.0235 Epoch: 10 Global Step: 171930 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:25:09,441-Speed 3202.07 samples/sec Loss 1.4985 LearningRate 0.0235 Epoch: 10 Global Step: 171940 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:25:12,585-Speed 3257.10 samples/sec Loss 1.4840 LearningRate 0.0235 Epoch: 10 Global Step: 171950 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:25:15,688-Speed 3300.78 samples/sec Loss 1.4482 LearningRate 0.0235 Epoch: 10 Global Step: 171960 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:25:19,095-Speed 3217.61 samples/sec Loss 1.4965 LearningRate 0.0235 Epoch: 10 Global Step: 171970 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:25:22,219-Speed 3279.61 samples/sec Loss 1.4745 LearningRate 0.0235 Epoch: 10 Global Step: 171980 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:25:25,328-Speed 3293.92 samples/sec Loss 1.4783 LearningRate 0.0235 Epoch: 10 Global Step: 171990 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:25:28,450-Speed 3280.46 samples/sec Loss 1.5806 LearningRate 0.0235 Epoch: 10 Global Step: 172000 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:26:12,702-[lfw][172000]XNorm: 20.466393 Training: 2022-04-11 17:26:12,703-[lfw][172000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 17:26:12,703-[lfw][172000]Accuracy-Highest: 0.99817 Training: 2022-04-11 17:27:03,650-[cfp_fp][172000]XNorm: 20.593770 Training: 2022-04-11 17:27:03,651-[cfp_fp][172000]Accuracy-Flip: 0.98814+-0.00596 Training: 2022-04-11 17:27:03,652-[cfp_fp][172000]Accuracy-Highest: 0.98971 Training: 2022-04-11 17:27:47,490-[agedb_30][172000]XNorm: 21.332894 Training: 2022-04-11 17:27:47,491-[agedb_30][172000]Accuracy-Flip: 0.98317+-0.00621 Training: 2022-04-11 17:27:47,491-[agedb_30][172000]Accuracy-Highest: 0.98450 Training: 2022-04-11 17:27:50,563-Speed 72.06 samples/sec Loss 1.4620 LearningRate 0.0235 Epoch: 10 Global Step: 172010 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:27:53,637-Speed 3332.63 samples/sec Loss 1.5097 LearningRate 0.0235 Epoch: 10 Global Step: 172020 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:27:56,726-Speed 3315.10 samples/sec Loss 1.5329 LearningRate 0.0235 Epoch: 10 Global Step: 172030 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:27:59,841-Speed 3288.50 samples/sec Loss 1.5124 LearningRate 0.0235 Epoch: 10 Global Step: 172040 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:28:02,923-Speed 3323.44 samples/sec Loss 1.5100 LearningRate 0.0235 Epoch: 10 Global Step: 172050 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:28:05,985-Speed 3344.11 samples/sec Loss 1.4852 LearningRate 0.0235 Epoch: 10 Global Step: 172060 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:28:09,152-Speed 3234.64 samples/sec Loss 1.5330 LearningRate 0.0235 Epoch: 10 Global Step: 172070 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:28:12,264-Speed 3292.09 samples/sec Loss 1.5608 LearningRate 0.0235 Epoch: 10 Global Step: 172080 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:28:15,416-Speed 3248.51 samples/sec Loss 1.4860 LearningRate 0.0235 Epoch: 10 Global Step: 172090 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:28:18,540-Speed 3278.71 samples/sec Loss 1.4644 LearningRate 0.0235 Epoch: 10 Global Step: 172100 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:28:21,642-Speed 3301.96 samples/sec Loss 1.4839 LearningRate 0.0235 Epoch: 10 Global Step: 172110 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:28:24,707-Speed 3341.66 samples/sec Loss 1.5007 LearningRate 0.0235 Epoch: 10 Global Step: 172120 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:28:27,777-Speed 3336.03 samples/sec Loss 1.5005 LearningRate 0.0235 Epoch: 10 Global Step: 172130 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:30,871-Speed 3310.71 samples/sec Loss 1.5273 LearningRate 0.0235 Epoch: 10 Global Step: 172140 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:33,962-Speed 3314.51 samples/sec Loss 1.4920 LearningRate 0.0235 Epoch: 10 Global Step: 172150 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:37,043-Speed 3324.17 samples/sec Loss 1.4272 LearningRate 0.0235 Epoch: 10 Global Step: 172160 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:40,117-Speed 3332.01 samples/sec Loss 1.4902 LearningRate 0.0234 Epoch: 10 Global Step: 172170 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:43,201-Speed 3321.39 samples/sec Loss 1.4988 LearningRate 0.0234 Epoch: 10 Global Step: 172180 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:46,347-Speed 3256.55 samples/sec Loss 1.4824 LearningRate 0.0234 Epoch: 10 Global Step: 172190 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:49,447-Speed 3303.27 samples/sec Loss 1.4835 LearningRate 0.0234 Epoch: 10 Global Step: 172200 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:52,523-Speed 3329.88 samples/sec Loss 1.4761 LearningRate 0.0234 Epoch: 10 Global Step: 172210 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:55,641-Speed 3284.99 samples/sec Loss 1.5117 LearningRate 0.0234 Epoch: 10 Global Step: 172220 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:28:58,721-Speed 3325.13 samples/sec Loss 1.5043 LearningRate 0.0234 Epoch: 10 Global Step: 172230 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:01,791-Speed 3337.02 samples/sec Loss 1.4877 LearningRate 0.0234 Epoch: 10 Global Step: 172240 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:04,910-Speed 3283.95 samples/sec Loss 1.4692 LearningRate 0.0234 Epoch: 10 Global Step: 172250 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:07,986-Speed 3329.79 samples/sec Loss 1.4933 LearningRate 0.0234 Epoch: 10 Global Step: 172260 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:11,060-Speed 3331.64 samples/sec Loss 1.4935 LearningRate 0.0234 Epoch: 10 Global Step: 172270 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:14,136-Speed 3330.04 samples/sec Loss 1.4544 LearningRate 0.0234 Epoch: 10 Global Step: 172280 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:17,203-Speed 3338.64 samples/sec Loss 1.5026 LearningRate 0.0234 Epoch: 10 Global Step: 172290 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:20,325-Speed 3281.43 samples/sec Loss 1.4946 LearningRate 0.0234 Epoch: 10 Global Step: 172300 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:23,405-Speed 3324.33 samples/sec Loss 1.4264 LearningRate 0.0234 Epoch: 10 Global Step: 172310 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:26,489-Speed 3321.72 samples/sec Loss 1.5027 LearningRate 0.0234 Epoch: 10 Global Step: 172320 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:29,561-Speed 3333.90 samples/sec Loss 1.4938 LearningRate 0.0234 Epoch: 10 Global Step: 172330 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:29:32,631-Speed 3336.45 samples/sec Loss 1.4466 LearningRate 0.0234 Epoch: 10 Global Step: 172340 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:29:35,705-Speed 3332.23 samples/sec Loss 1.4613 LearningRate 0.0234 Epoch: 10 Global Step: 172350 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:38,844-Speed 3263.02 samples/sec Loss 1.4827 LearningRate 0.0234 Epoch: 10 Global Step: 172360 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:41,926-Speed 3323.17 samples/sec Loss 1.4346 LearningRate 0.0234 Epoch: 10 Global Step: 172370 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:44,994-Speed 3338.37 samples/sec Loss 1.5118 LearningRate 0.0234 Epoch: 10 Global Step: 172380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:48,071-Speed 3329.03 samples/sec Loss 1.5049 LearningRate 0.0234 Epoch: 10 Global Step: 172390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:29:51,175-Speed 3299.12 samples/sec Loss 1.4437 LearningRate 0.0234 Epoch: 10 Global Step: 172400 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:29:54,258-Speed 3337.72 samples/sec Loss 1.5266 LearningRate 0.0234 Epoch: 10 Global Step: 172410 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:29:57,343-Speed 3319.76 samples/sec Loss 1.4840 LearningRate 0.0234 Epoch: 10 Global Step: 172420 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:00,419-Speed 3331.29 samples/sec Loss 1.5419 LearningRate 0.0234 Epoch: 10 Global Step: 172430 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:03,510-Speed 3313.90 samples/sec Loss 1.4816 LearningRate 0.0234 Epoch: 10 Global Step: 172440 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:06,621-Speed 3292.31 samples/sec Loss 1.4967 LearningRate 0.0234 Epoch: 10 Global Step: 172450 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:09,708-Speed 3317.74 samples/sec Loss 1.5023 LearningRate 0.0234 Epoch: 10 Global Step: 172460 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:12,786-Speed 3327.89 samples/sec Loss 1.5260 LearningRate 0.0234 Epoch: 10 Global Step: 172470 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:15,863-Speed 3327.68 samples/sec Loss 1.4632 LearningRate 0.0234 Epoch: 10 Global Step: 172480 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:19,031-Speed 3234.10 samples/sec Loss 1.4891 LearningRate 0.0234 Epoch: 10 Global Step: 172490 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:30:22,107-Speed 3329.68 samples/sec Loss 1.4912 LearningRate 0.0234 Epoch: 10 Global Step: 172500 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:25,179-Speed 3334.35 samples/sec Loss 1.4955 LearningRate 0.0234 Epoch: 10 Global Step: 172510 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:28,249-Speed 3336.13 samples/sec Loss 1.5091 LearningRate 0.0233 Epoch: 10 Global Step: 172520 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:31,329-Speed 3325.48 samples/sec Loss 1.5012 LearningRate 0.0233 Epoch: 10 Global Step: 172530 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:34,400-Speed 3335.45 samples/sec Loss 1.5288 LearningRate 0.0233 Epoch: 10 Global Step: 172540 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:37,484-Speed 3321.08 samples/sec Loss 1.4865 LearningRate 0.0233 Epoch: 10 Global Step: 172550 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:40,558-Speed 3331.83 samples/sec Loss 1.5127 LearningRate 0.0233 Epoch: 10 Global Step: 172560 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:43,640-Speed 3322.80 samples/sec Loss 1.5074 LearningRate 0.0233 Epoch: 10 Global Step: 172570 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:46,732-Speed 3313.47 samples/sec Loss 1.4861 LearningRate 0.0233 Epoch: 10 Global Step: 172580 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:49,831-Speed 3304.98 samples/sec Loss 1.5056 LearningRate 0.0233 Epoch: 10 Global Step: 172590 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:30:52,907-Speed 3329.29 samples/sec Loss 1.5081 LearningRate 0.0233 Epoch: 10 Global Step: 172600 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:30:55,981-Speed 3332.13 samples/sec Loss 1.4927 LearningRate 0.0233 Epoch: 10 Global Step: 172610 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:30:59,083-Speed 3301.76 samples/sec Loss 1.4761 LearningRate 0.0233 Epoch: 10 Global Step: 172620 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:02,154-Speed 3335.63 samples/sec Loss 1.5072 LearningRate 0.0233 Epoch: 10 Global Step: 172630 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:05,235-Speed 3324.39 samples/sec Loss 1.4907 LearningRate 0.0233 Epoch: 10 Global Step: 172640 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:08,314-Speed 3326.49 samples/sec Loss 1.4996 LearningRate 0.0233 Epoch: 10 Global Step: 172650 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:11,395-Speed 3324.05 samples/sec Loss 1.4953 LearningRate 0.0233 Epoch: 10 Global Step: 172660 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:14,494-Speed 3305.58 samples/sec Loss 1.5275 LearningRate 0.0233 Epoch: 10 Global Step: 172670 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:17,571-Speed 3328.09 samples/sec Loss 1.4707 LearningRate 0.0233 Epoch: 10 Global Step: 172680 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:20,738-Speed 3234.33 samples/sec Loss 1.4894 LearningRate 0.0233 Epoch: 10 Global Step: 172690 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:23,971-Speed 3168.26 samples/sec Loss 1.5488 LearningRate 0.0233 Epoch: 10 Global Step: 172700 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:27,145-Speed 3226.74 samples/sec Loss 1.5405 LearningRate 0.0233 Epoch: 10 Global Step: 172710 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:30,281-Speed 3266.34 samples/sec Loss 1.5854 LearningRate 0.0233 Epoch: 10 Global Step: 172720 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:33,370-Speed 3315.33 samples/sec Loss 1.5244 LearningRate 0.0233 Epoch: 10 Global Step: 172730 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:36,452-Speed 3322.97 samples/sec Loss 1.5818 LearningRate 0.0233 Epoch: 10 Global Step: 172740 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:31:39,622-Speed 3230.91 samples/sec Loss 1.5117 LearningRate 0.0233 Epoch: 10 Global Step: 172750 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:31:42,785-Speed 3238.75 samples/sec Loss 1.5052 LearningRate 0.0233 Epoch: 10 Global Step: 172760 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:31:45,857-Speed 3333.64 samples/sec Loss 1.5222 LearningRate 0.0233 Epoch: 10 Global Step: 172770 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:31:48,934-Speed 3329.21 samples/sec Loss 1.4851 LearningRate 0.0233 Epoch: 10 Global Step: 172780 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:31:52,012-Speed 3327.10 samples/sec Loss 1.5108 LearningRate 0.0233 Epoch: 10 Global Step: 172790 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:31:55,102-Speed 3314.81 samples/sec Loss 1.5437 LearningRate 0.0233 Epoch: 10 Global Step: 172800 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:31:58,235-Speed 3268.94 samples/sec Loss 1.5156 LearningRate 0.0233 Epoch: 10 Global Step: 172810 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:01,327-Speed 3312.99 samples/sec Loss 1.4931 LearningRate 0.0233 Epoch: 10 Global Step: 172820 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:04,503-Speed 3225.08 samples/sec Loss 1.5420 LearningRate 0.0233 Epoch: 10 Global Step: 172830 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:07,681-Speed 3222.76 samples/sec Loss 1.5184 LearningRate 0.0233 Epoch: 10 Global Step: 172840 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:10,775-Speed 3310.23 samples/sec Loss 1.4885 LearningRate 0.0233 Epoch: 10 Global Step: 172850 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:32:13,895-Speed 3283.44 samples/sec Loss 1.5032 LearningRate 0.0232 Epoch: 10 Global Step: 172860 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:32:16,977-Speed 3322.35 samples/sec Loss 1.5070 LearningRate 0.0232 Epoch: 10 Global Step: 172870 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:32:20,048-Speed 3335.64 samples/sec Loss 1.4957 LearningRate 0.0232 Epoch: 10 Global Step: 172880 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:23,141-Speed 3311.93 samples/sec Loss 1.4762 LearningRate 0.0232 Epoch: 10 Global Step: 172890 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:26,215-Speed 3331.10 samples/sec Loss 1.5358 LearningRate 0.0232 Epoch: 10 Global Step: 172900 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:29,294-Speed 3327.20 samples/sec Loss 1.5856 LearningRate 0.0232 Epoch: 10 Global Step: 172910 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:32,371-Speed 3328.00 samples/sec Loss 1.5240 LearningRate 0.0232 Epoch: 10 Global Step: 172920 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:35,454-Speed 3322.45 samples/sec Loss 1.5066 LearningRate 0.0232 Epoch: 10 Global Step: 172930 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:38,534-Speed 3325.96 samples/sec Loss 1.5209 LearningRate 0.0232 Epoch: 10 Global Step: 172940 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:41,621-Speed 3317.82 samples/sec Loss 1.5252 LearningRate 0.0232 Epoch: 10 Global Step: 172950 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:44,699-Speed 3327.78 samples/sec Loss 1.5018 LearningRate 0.0232 Epoch: 10 Global Step: 172960 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:47,773-Speed 3332.28 samples/sec Loss 1.5741 LearningRate 0.0232 Epoch: 10 Global Step: 172970 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:32:50,849-Speed 3328.75 samples/sec Loss 1.4699 LearningRate 0.0232 Epoch: 10 Global Step: 172980 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:32:53,941-Speed 3313.09 samples/sec Loss 1.4925 LearningRate 0.0232 Epoch: 10 Global Step: 172990 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:32:57,016-Speed 3330.50 samples/sec Loss 1.5121 LearningRate 0.0232 Epoch: 10 Global Step: 173000 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:33:00,101-Speed 3319.63 samples/sec Loss 1.5340 LearningRate 0.0232 Epoch: 10 Global Step: 173010 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:33:03,180-Speed 3327.14 samples/sec Loss 1.4469 LearningRate 0.0232 Epoch: 10 Global Step: 173020 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:33:06,262-Speed 3323.62 samples/sec Loss 1.5353 LearningRate 0.0232 Epoch: 10 Global Step: 173030 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:33:09,341-Speed 3326.70 samples/sec Loss 1.5148 LearningRate 0.0232 Epoch: 10 Global Step: 173040 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:33:12,420-Speed 3326.38 samples/sec Loss 1.4727 LearningRate 0.0232 Epoch: 10 Global Step: 173050 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:33:15,529-Speed 3294.23 samples/sec Loss 1.4899 LearningRate 0.0232 Epoch: 10 Global Step: 173060 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:18,605-Speed 3330.39 samples/sec Loss 1.4465 LearningRate 0.0232 Epoch: 10 Global Step: 173070 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:21,717-Speed 3290.43 samples/sec Loss 1.4788 LearningRate 0.0232 Epoch: 10 Global Step: 173080 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:24,892-Speed 3226.07 samples/sec Loss 1.5734 LearningRate 0.0232 Epoch: 10 Global Step: 173090 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:28,028-Speed 3266.43 samples/sec Loss 1.5009 LearningRate 0.0232 Epoch: 10 Global Step: 173100 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:31,131-Speed 3301.25 samples/sec Loss 1.5413 LearningRate 0.0232 Epoch: 10 Global Step: 173110 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:34,219-Speed 3317.17 samples/sec Loss 1.5629 LearningRate 0.0232 Epoch: 10 Global Step: 173120 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:37,300-Speed 3323.55 samples/sec Loss 1.5280 LearningRate 0.0232 Epoch: 10 Global Step: 173130 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:40,384-Speed 3321.58 samples/sec Loss 1.5197 LearningRate 0.0232 Epoch: 10 Global Step: 173140 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:43,492-Speed 3295.64 samples/sec Loss 1.4945 LearningRate 0.0232 Epoch: 10 Global Step: 173150 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:46,587-Speed 3308.96 samples/sec Loss 1.5503 LearningRate 0.0232 Epoch: 10 Global Step: 173160 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:49,727-Speed 3261.52 samples/sec Loss 1.4855 LearningRate 0.0232 Epoch: 10 Global Step: 173170 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:52,815-Speed 3317.35 samples/sec Loss 1.5214 LearningRate 0.0232 Epoch: 10 Global Step: 173180 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:56,013-Speed 3202.64 samples/sec Loss 1.4945 LearningRate 0.0232 Epoch: 10 Global Step: 173190 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:33:59,096-Speed 3322.70 samples/sec Loss 1.5320 LearningRate 0.0232 Epoch: 10 Global Step: 173200 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:34:02,257-Speed 3239.54 samples/sec Loss 1.5535 LearningRate 0.0231 Epoch: 10 Global Step: 173210 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:34:05,398-Speed 3261.08 samples/sec Loss 1.5058 LearningRate 0.0231 Epoch: 10 Global Step: 173220 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:34:08,526-Speed 3274.76 samples/sec Loss 1.5054 LearningRate 0.0231 Epoch: 10 Global Step: 173230 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:34:11,605-Speed 3326.63 samples/sec Loss 1.5329 LearningRate 0.0231 Epoch: 10 Global Step: 173240 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:34:14,681-Speed 3328.99 samples/sec Loss 1.5395 LearningRate 0.0231 Epoch: 10 Global Step: 173250 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:34:17,757-Speed 3330.30 samples/sec Loss 1.4860 LearningRate 0.0231 Epoch: 10 Global Step: 173260 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:20,829-Speed 3333.83 samples/sec Loss 1.4553 LearningRate 0.0231 Epoch: 10 Global Step: 173270 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:23,916-Speed 3318.38 samples/sec Loss 1.5364 LearningRate 0.0231 Epoch: 10 Global Step: 173280 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:26,995-Speed 3326.54 samples/sec Loss 1.4910 LearningRate 0.0231 Epoch: 10 Global Step: 173290 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:30,112-Speed 3286.11 samples/sec Loss 1.4898 LearningRate 0.0231 Epoch: 10 Global Step: 173300 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:33,237-Speed 3277.62 samples/sec Loss 1.5367 LearningRate 0.0231 Epoch: 10 Global Step: 173310 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:36,323-Speed 3319.12 samples/sec Loss 1.5391 LearningRate 0.0231 Epoch: 10 Global Step: 173320 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:39,404-Speed 3323.95 samples/sec Loss 1.5318 LearningRate 0.0231 Epoch: 10 Global Step: 173330 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:42,485-Speed 3323.86 samples/sec Loss 1.4861 LearningRate 0.0231 Epoch: 10 Global Step: 173340 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:45,569-Speed 3321.09 samples/sec Loss 1.5148 LearningRate 0.0231 Epoch: 10 Global Step: 173350 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:48,645-Speed 3329.56 samples/sec Loss 1.5340 LearningRate 0.0231 Epoch: 10 Global Step: 173360 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:51,737-Speed 3313.42 samples/sec Loss 1.5001 LearningRate 0.0231 Epoch: 10 Global Step: 173370 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:54,867-Speed 3271.91 samples/sec Loss 1.4924 LearningRate 0.0231 Epoch: 10 Global Step: 173380 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:34:57,961-Speed 3310.41 samples/sec Loss 1.5109 LearningRate 0.0231 Epoch: 10 Global Step: 173390 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:35:01,046-Speed 3319.78 samples/sec Loss 1.5141 LearningRate 0.0231 Epoch: 10 Global Step: 173400 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:04,174-Speed 3274.39 samples/sec Loss 1.4841 LearningRate 0.0231 Epoch: 10 Global Step: 173410 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:07,275-Speed 3303.25 samples/sec Loss 1.5312 LearningRate 0.0231 Epoch: 10 Global Step: 173420 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:10,360-Speed 3320.32 samples/sec Loss 1.5358 LearningRate 0.0231 Epoch: 10 Global Step: 173430 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:13,495-Speed 3266.91 samples/sec Loss 1.5314 LearningRate 0.0231 Epoch: 10 Global Step: 173440 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:16,662-Speed 3234.70 samples/sec Loss 1.4829 LearningRate 0.0231 Epoch: 10 Global Step: 173450 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:19,740-Speed 3327.66 samples/sec Loss 1.5349 LearningRate 0.0231 Epoch: 10 Global Step: 173460 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:22,834-Speed 3310.43 samples/sec Loss 1.5404 LearningRate 0.0231 Epoch: 10 Global Step: 173470 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:25,910-Speed 3329.22 samples/sec Loss 1.5847 LearningRate 0.0231 Epoch: 10 Global Step: 173480 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:29,079-Speed 3232.00 samples/sec Loss 1.5298 LearningRate 0.0231 Epoch: 10 Global Step: 173490 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:32,165-Speed 3318.69 samples/sec Loss 1.5352 LearningRate 0.0231 Epoch: 10 Global Step: 173500 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:35:35,242-Speed 3329.27 samples/sec Loss 1.5099 LearningRate 0.0231 Epoch: 10 Global Step: 173510 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:35:38,360-Speed 3285.12 samples/sec Loss 1.5726 LearningRate 0.0231 Epoch: 10 Global Step: 173520 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:35:41,464-Speed 3299.32 samples/sec Loss 1.5014 LearningRate 0.0231 Epoch: 10 Global Step: 173530 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:35:44,551-Speed 3318.11 samples/sec Loss 1.5512 LearningRate 0.0231 Epoch: 10 Global Step: 173540 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:47,635-Speed 3321.13 samples/sec Loss 1.5006 LearningRate 0.0231 Epoch: 10 Global Step: 173550 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:50,714-Speed 3327.20 samples/sec Loss 1.4924 LearningRate 0.0230 Epoch: 10 Global Step: 173560 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:53,798-Speed 3321.17 samples/sec Loss 1.5413 LearningRate 0.0230 Epoch: 10 Global Step: 173570 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:35:56,932-Speed 3267.68 samples/sec Loss 1.5318 LearningRate 0.0230 Epoch: 10 Global Step: 173580 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:36:00,015-Speed 3321.55 samples/sec Loss 1.5889 LearningRate 0.0230 Epoch: 10 Global Step: 173590 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:36:03,109-Speed 3311.13 samples/sec Loss 1.5022 LearningRate 0.0230 Epoch: 10 Global Step: 173600 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:36:06,203-Speed 3310.42 samples/sec Loss 1.4825 LearningRate 0.0230 Epoch: 10 Global Step: 173610 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:36:09,285-Speed 3323.48 samples/sec Loss 1.5151 LearningRate 0.0230 Epoch: 10 Global Step: 173620 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:36:12,358-Speed 3333.01 samples/sec Loss 1.5341 LearningRate 0.0230 Epoch: 10 Global Step: 173630 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:36:15,436-Speed 3327.08 samples/sec Loss 1.5492 LearningRate 0.0230 Epoch: 10 Global Step: 173640 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:18,512-Speed 3329.69 samples/sec Loss 1.4903 LearningRate 0.0230 Epoch: 10 Global Step: 173650 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:21,589-Speed 3328.53 samples/sec Loss 1.4884 LearningRate 0.0230 Epoch: 10 Global Step: 173660 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:24,666-Speed 3328.73 samples/sec Loss 1.4665 LearningRate 0.0230 Epoch: 10 Global Step: 173670 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:27,777-Speed 3292.75 samples/sec Loss 1.5214 LearningRate 0.0230 Epoch: 10 Global Step: 173680 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:30,863-Speed 3319.22 samples/sec Loss 1.5020 LearningRate 0.0230 Epoch: 10 Global Step: 173690 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:34,013-Speed 3250.43 samples/sec Loss 1.5513 LearningRate 0.0230 Epoch: 10 Global Step: 173700 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:37,113-Speed 3304.64 samples/sec Loss 1.5443 LearningRate 0.0230 Epoch: 10 Global Step: 173710 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:40,190-Speed 3329.25 samples/sec Loss 1.5061 LearningRate 0.0230 Epoch: 10 Global Step: 173720 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:43,278-Speed 3316.75 samples/sec Loss 1.5313 LearningRate 0.0230 Epoch: 10 Global Step: 173730 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:46,343-Speed 3342.22 samples/sec Loss 1.5547 LearningRate 0.0230 Epoch: 10 Global Step: 173740 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:49,422-Speed 3325.63 samples/sec Loss 1.5173 LearningRate 0.0230 Epoch: 10 Global Step: 173750 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:52,513-Speed 3314.02 samples/sec Loss 1.5816 LearningRate 0.0230 Epoch: 10 Global Step: 173760 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:36:55,611-Speed 3305.71 samples/sec Loss 1.5291 LearningRate 0.0230 Epoch: 10 Global Step: 173770 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:36:58,749-Speed 3264.43 samples/sec Loss 1.5475 LearningRate 0.0230 Epoch: 10 Global Step: 173780 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:01,826-Speed 3329.17 samples/sec Loss 1.6013 LearningRate 0.0230 Epoch: 10 Global Step: 173790 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:04,901-Speed 3330.71 samples/sec Loss 1.6151 LearningRate 0.0230 Epoch: 10 Global Step: 173800 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:07,994-Speed 3311.54 samples/sec Loss 1.5598 LearningRate 0.0230 Epoch: 10 Global Step: 173810 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:11,073-Speed 3326.02 samples/sec Loss 1.5467 LearningRate 0.0230 Epoch: 10 Global Step: 173820 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:14,180-Speed 3297.30 samples/sec Loss 1.5210 LearningRate 0.0230 Epoch: 10 Global Step: 173830 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:17,266-Speed 3318.82 samples/sec Loss 1.5436 LearningRate 0.0230 Epoch: 10 Global Step: 173840 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:20,372-Speed 3296.93 samples/sec Loss 1.5375 LearningRate 0.0230 Epoch: 10 Global Step: 173850 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:23,463-Speed 3313.91 samples/sec Loss 1.5261 LearningRate 0.0230 Epoch: 10 Global Step: 173860 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:26,550-Speed 3318.39 samples/sec Loss 1.5244 LearningRate 0.0230 Epoch: 10 Global Step: 173870 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:37:29,636-Speed 3319.43 samples/sec Loss 1.5183 LearningRate 0.0230 Epoch: 10 Global Step: 173880 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:37:32,727-Speed 3312.72 samples/sec Loss 1.5089 LearningRate 0.0230 Epoch: 10 Global Step: 173890 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:37:35,793-Speed 3340.88 samples/sec Loss 1.5444 LearningRate 0.0229 Epoch: 10 Global Step: 173900 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:37:38,881-Speed 3316.96 samples/sec Loss 1.5353 LearningRate 0.0229 Epoch: 10 Global Step: 173910 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:37:41,961-Speed 3325.24 samples/sec Loss 1.5411 LearningRate 0.0229 Epoch: 10 Global Step: 173920 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:37:45,034-Speed 3333.57 samples/sec Loss 1.5353 LearningRate 0.0229 Epoch: 10 Global Step: 173930 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:37:48,174-Speed 3261.98 samples/sec Loss 1.5704 LearningRate 0.0229 Epoch: 10 Global Step: 173940 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:37:51,283-Speed 3294.09 samples/sec Loss 1.5609 LearningRate 0.0229 Epoch: 10 Global Step: 173950 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:37:54,386-Speed 3300.77 samples/sec Loss 1.5769 LearningRate 0.0229 Epoch: 10 Global Step: 173960 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:37:57,507-Speed 3282.81 samples/sec Loss 1.4897 LearningRate 0.0229 Epoch: 10 Global Step: 173970 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:38:00,589-Speed 3322.94 samples/sec Loss 1.5469 LearningRate 0.0229 Epoch: 10 Global Step: 173980 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:38:03,669-Speed 3325.62 samples/sec Loss 1.4973 LearningRate 0.0229 Epoch: 10 Global Step: 173990 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:38:06,747-Speed 3327.07 samples/sec Loss 1.5233 LearningRate 0.0229 Epoch: 10 Global Step: 174000 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:38:50,829-[lfw][174000]XNorm: 22.484794 Training: 2022-04-11 17:38:50,830-[lfw][174000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 17:38:50,830-[lfw][174000]Accuracy-Highest: 0.99817 Training: 2022-04-11 17:39:42,011-[cfp_fp][174000]XNorm: 22.273649 Training: 2022-04-11 17:39:42,012-[cfp_fp][174000]Accuracy-Flip: 0.98829+-0.00498 Training: 2022-04-11 17:39:42,012-[cfp_fp][174000]Accuracy-Highest: 0.98971 Training: 2022-04-11 17:40:26,028-[agedb_30][174000]XNorm: 23.406004 Training: 2022-04-11 17:40:26,029-[agedb_30][174000]Accuracy-Flip: 0.98350+-0.00669 Training: 2022-04-11 17:40:26,029-[agedb_30][174000]Accuracy-Highest: 0.98450 Training: 2022-04-11 17:40:29,142-Speed 71.91 samples/sec Loss 1.5212 LearningRate 0.0229 Epoch: 10 Global Step: 174010 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:32,203-Speed 3346.32 samples/sec Loss 1.5356 LearningRate 0.0229 Epoch: 10 Global Step: 174020 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:35,291-Speed 3317.52 samples/sec Loss 1.5424 LearningRate 0.0229 Epoch: 10 Global Step: 174030 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:38,366-Speed 3330.25 samples/sec Loss 1.5819 LearningRate 0.0229 Epoch: 10 Global Step: 174040 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:41,431-Speed 3341.32 samples/sec Loss 1.5533 LearningRate 0.0229 Epoch: 10 Global Step: 174050 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:44,495-Speed 3342.67 samples/sec Loss 1.4947 LearningRate 0.0229 Epoch: 10 Global Step: 174060 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:47,622-Speed 3276.36 samples/sec Loss 1.5065 LearningRate 0.0229 Epoch: 10 Global Step: 174070 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:50,790-Speed 3232.50 samples/sec Loss 1.4855 LearningRate 0.0229 Epoch: 10 Global Step: 174080 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:53,863-Speed 3332.93 samples/sec Loss 1.5012 LearningRate 0.0229 Epoch: 10 Global Step: 174090 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:40:56,928-Speed 3341.57 samples/sec Loss 1.5501 LearningRate 0.0229 Epoch: 10 Global Step: 174100 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:00,016-Speed 3316.83 samples/sec Loss 1.5456 LearningRate 0.0229 Epoch: 10 Global Step: 174110 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:03,096-Speed 3326.19 samples/sec Loss 1.5780 LearningRate 0.0229 Epoch: 10 Global Step: 174120 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:06,192-Speed 3307.51 samples/sec Loss 1.5279 LearningRate 0.0229 Epoch: 10 Global Step: 174130 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:09,261-Speed 3338.02 samples/sec Loss 1.5887 LearningRate 0.0229 Epoch: 10 Global Step: 174140 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:12,347-Speed 3319.02 samples/sec Loss 1.5527 LearningRate 0.0229 Epoch: 10 Global Step: 174150 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:15,420-Speed 3332.92 samples/sec Loss 1.5376 LearningRate 0.0229 Epoch: 10 Global Step: 174160 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:18,497-Speed 3328.67 samples/sec Loss 1.5413 LearningRate 0.0229 Epoch: 10 Global Step: 174170 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:21,744-Speed 3154.51 samples/sec Loss 1.5700 LearningRate 0.0229 Epoch: 10 Global Step: 174180 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:24,832-Speed 3317.45 samples/sec Loss 1.5250 LearningRate 0.0229 Epoch: 10 Global Step: 174190 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:27,908-Speed 3328.62 samples/sec Loss 1.5271 LearningRate 0.0229 Epoch: 10 Global Step: 174200 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:30,984-Speed 3330.38 samples/sec Loss 1.5185 LearningRate 0.0229 Epoch: 10 Global Step: 174210 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:34,104-Speed 3282.49 samples/sec Loss 1.5221 LearningRate 0.0229 Epoch: 10 Global Step: 174220 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:41:37,224-Speed 3282.55 samples/sec Loss 1.5166 LearningRate 0.0229 Epoch: 10 Global Step: 174230 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:40,299-Speed 3331.47 samples/sec Loss 1.5337 LearningRate 0.0229 Epoch: 10 Global Step: 174240 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:43,373-Speed 3331.66 samples/sec Loss 1.5708 LearningRate 0.0228 Epoch: 10 Global Step: 174250 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:46,482-Speed 3294.71 samples/sec Loss 1.5238 LearningRate 0.0228 Epoch: 10 Global Step: 174260 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:49,639-Speed 3244.28 samples/sec Loss 1.5558 LearningRate 0.0228 Epoch: 10 Global Step: 174270 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:52,720-Speed 3324.12 samples/sec Loss 1.4697 LearningRate 0.0228 Epoch: 10 Global Step: 174280 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:55,803-Speed 3322.62 samples/sec Loss 1.5294 LearningRate 0.0228 Epoch: 10 Global Step: 174290 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:41:58,982-Speed 3221.56 samples/sec Loss 1.5432 LearningRate 0.0228 Epoch: 10 Global Step: 174300 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:42:02,049-Speed 3340.21 samples/sec Loss 1.5165 LearningRate 0.0228 Epoch: 10 Global Step: 174310 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:05,146-Speed 3307.23 samples/sec Loss 1.5333 LearningRate 0.0228 Epoch: 10 Global Step: 174320 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:08,220-Speed 3332.43 samples/sec Loss 1.5557 LearningRate 0.0228 Epoch: 10 Global Step: 174330 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:11,299-Speed 3326.27 samples/sec Loss 1.5062 LearningRate 0.0228 Epoch: 10 Global Step: 174340 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:14,373-Speed 3332.57 samples/sec Loss 1.5487 LearningRate 0.0228 Epoch: 10 Global Step: 174350 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:17,470-Speed 3306.70 samples/sec Loss 1.5244 LearningRate 0.0228 Epoch: 10 Global Step: 174360 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:20,539-Speed 3337.45 samples/sec Loss 1.5526 LearningRate 0.0228 Epoch: 10 Global Step: 174370 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:23,659-Speed 3283.15 samples/sec Loss 1.5243 LearningRate 0.0228 Epoch: 10 Global Step: 174380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:26,734-Speed 3330.32 samples/sec Loss 1.5205 LearningRate 0.0228 Epoch: 10 Global Step: 174390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:29,822-Speed 3316.60 samples/sec Loss 1.5556 LearningRate 0.0228 Epoch: 10 Global Step: 174400 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:32,995-Speed 3228.99 samples/sec Loss 1.5539 LearningRate 0.0228 Epoch: 10 Global Step: 174410 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:42:36,054-Speed 3347.83 samples/sec Loss 1.5469 LearningRate 0.0228 Epoch: 10 Global Step: 174420 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:39,140-Speed 3319.16 samples/sec Loss 1.5728 LearningRate 0.0228 Epoch: 10 Global Step: 174430 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:42,227-Speed 3318.37 samples/sec Loss 1.5864 LearningRate 0.0228 Epoch: 10 Global Step: 174440 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:45,314-Speed 3317.43 samples/sec Loss 1.5340 LearningRate 0.0228 Epoch: 10 Global Step: 174450 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:48,397-Speed 3321.50 samples/sec Loss 1.4819 LearningRate 0.0228 Epoch: 10 Global Step: 174460 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:51,475-Speed 3328.60 samples/sec Loss 1.5679 LearningRate 0.0228 Epoch: 10 Global Step: 174470 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:54,591-Speed 3286.46 samples/sec Loss 1.5694 LearningRate 0.0228 Epoch: 10 Global Step: 174480 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:42:57,673-Speed 3323.32 samples/sec Loss 1.5748 LearningRate 0.0228 Epoch: 10 Global Step: 174490 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:00,747-Speed 3331.56 samples/sec Loss 1.5347 LearningRate 0.0228 Epoch: 10 Global Step: 174500 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:03,824-Speed 3329.00 samples/sec Loss 1.5218 LearningRate 0.0228 Epoch: 10 Global Step: 174510 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:06,905-Speed 3324.75 samples/sec Loss 1.5613 LearningRate 0.0228 Epoch: 10 Global Step: 174520 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:43:09,977-Speed 3334.19 samples/sec Loss 1.5913 LearningRate 0.0228 Epoch: 10 Global Step: 174530 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:43:13,145-Speed 3232.70 samples/sec Loss 1.5684 LearningRate 0.0228 Epoch: 10 Global Step: 174540 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:43:16,310-Speed 3236.59 samples/sec Loss 1.5320 LearningRate 0.0228 Epoch: 10 Global Step: 174550 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:19,380-Speed 3335.20 samples/sec Loss 1.5900 LearningRate 0.0228 Epoch: 10 Global Step: 174560 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:22,461-Speed 3324.88 samples/sec Loss 1.5536 LearningRate 0.0228 Epoch: 10 Global Step: 174570 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:25,563-Speed 3302.20 samples/sec Loss 1.5303 LearningRate 0.0228 Epoch: 10 Global Step: 174580 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:28,655-Speed 3311.92 samples/sec Loss 1.5025 LearningRate 0.0228 Epoch: 10 Global Step: 174590 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:31,799-Speed 3257.92 samples/sec Loss 1.5292 LearningRate 0.0227 Epoch: 10 Global Step: 174600 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:34,930-Speed 3271.56 samples/sec Loss 1.5277 LearningRate 0.0227 Epoch: 10 Global Step: 174610 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:38,011-Speed 3323.85 samples/sec Loss 1.5618 LearningRate 0.0227 Epoch: 10 Global Step: 174620 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:41,098-Speed 3319.12 samples/sec Loss 1.5165 LearningRate 0.0227 Epoch: 10 Global Step: 174630 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:44,186-Speed 3315.94 samples/sec Loss 1.5859 LearningRate 0.0227 Epoch: 10 Global Step: 174640 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:43:47,380-Speed 3206.91 samples/sec Loss 1.5444 LearningRate 0.0227 Epoch: 10 Global Step: 174650 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:43:50,474-Speed 3310.15 samples/sec Loss 1.5479 LearningRate 0.0227 Epoch: 10 Global Step: 174660 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:43:53,564-Speed 3315.49 samples/sec Loss 1.5724 LearningRate 0.0227 Epoch: 10 Global Step: 174670 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:43:56,632-Speed 3337.81 samples/sec Loss 1.5333 LearningRate 0.0227 Epoch: 10 Global Step: 174680 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:43:59,705-Speed 3333.16 samples/sec Loss 1.5493 LearningRate 0.0227 Epoch: 10 Global Step: 174690 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:44:02,783-Speed 3327.39 samples/sec Loss 1.4885 LearningRate 0.0227 Epoch: 10 Global Step: 174700 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:44:05,860-Speed 3329.10 samples/sec Loss 1.5170 LearningRate 0.0227 Epoch: 10 Global Step: 174710 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:44:08,966-Speed 3298.13 samples/sec Loss 1.5389 LearningRate 0.0227 Epoch: 10 Global Step: 174720 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:44:12,043-Speed 3328.32 samples/sec Loss 1.5764 LearningRate 0.0227 Epoch: 10 Global Step: 174730 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:15,143-Speed 3303.76 samples/sec Loss 1.5608 LearningRate 0.0227 Epoch: 10 Global Step: 174740 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:18,275-Speed 3269.77 samples/sec Loss 1.5732 LearningRate 0.0227 Epoch: 10 Global Step: 174750 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:21,352-Speed 3329.44 samples/sec Loss 1.5254 LearningRate 0.0227 Epoch: 10 Global Step: 174760 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:24,449-Speed 3306.92 samples/sec Loss 1.5571 LearningRate 0.0227 Epoch: 10 Global Step: 174770 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:27,540-Speed 3314.15 samples/sec Loss 1.5767 LearningRate 0.0227 Epoch: 10 Global Step: 174780 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:30,628-Speed 3316.36 samples/sec Loss 1.5259 LearningRate 0.0227 Epoch: 10 Global Step: 174790 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:33,707-Speed 3326.23 samples/sec Loss 1.4278 LearningRate 0.0227 Epoch: 10 Global Step: 174800 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:36,811-Speed 3300.32 samples/sec Loss 1.5288 LearningRate 0.0227 Epoch: 10 Global Step: 174810 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:39,898-Speed 3317.79 samples/sec Loss 1.5265 LearningRate 0.0227 Epoch: 10 Global Step: 174820 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:42,969-Speed 3334.43 samples/sec Loss 1.5430 LearningRate 0.0227 Epoch: 10 Global Step: 174830 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:46,045-Speed 3330.14 samples/sec Loss 1.6048 LearningRate 0.0227 Epoch: 10 Global Step: 174840 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:44:49,124-Speed 3326.97 samples/sec Loss 1.5234 LearningRate 0.0227 Epoch: 10 Global Step: 174850 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:44:52,205-Speed 3324.38 samples/sec Loss 1.6091 LearningRate 0.0227 Epoch: 10 Global Step: 174860 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:44:55,280-Speed 3331.19 samples/sec Loss 1.5361 LearningRate 0.0227 Epoch: 10 Global Step: 174870 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:44:58,390-Speed 3293.04 samples/sec Loss 1.5768 LearningRate 0.0227 Epoch: 10 Global Step: 174880 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:45:01,498-Speed 3295.14 samples/sec Loss 1.5720 LearningRate 0.0227 Epoch: 10 Global Step: 174890 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:45:04,580-Speed 3323.86 samples/sec Loss 1.5275 LearningRate 0.0227 Epoch: 10 Global Step: 174900 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:45:07,707-Speed 3275.12 samples/sec Loss 1.5636 LearningRate 0.0227 Epoch: 10 Global Step: 174910 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:45:10,874-Speed 3234.40 samples/sec Loss 1.4808 LearningRate 0.0227 Epoch: 10 Global Step: 174920 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:45:14,004-Speed 3273.18 samples/sec Loss 1.4790 LearningRate 0.0227 Epoch: 10 Global Step: 174930 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:45:17,079-Speed 3330.25 samples/sec Loss 1.5381 LearningRate 0.0227 Epoch: 10 Global Step: 174940 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:45:20,154-Speed 3331.31 samples/sec Loss 1.5712 LearningRate 0.0226 Epoch: 10 Global Step: 174950 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:23,237-Speed 3322.60 samples/sec Loss 1.5414 LearningRate 0.0226 Epoch: 10 Global Step: 174960 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:26,315-Speed 3327.11 samples/sec Loss 1.5521 LearningRate 0.0226 Epoch: 10 Global Step: 174970 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:29,407-Speed 3312.61 samples/sec Loss 1.5421 LearningRate 0.0226 Epoch: 10 Global Step: 174980 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:32,479-Speed 3333.88 samples/sec Loss 1.5543 LearningRate 0.0226 Epoch: 10 Global Step: 174990 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:35,570-Speed 3313.66 samples/sec Loss 1.5635 LearningRate 0.0226 Epoch: 10 Global Step: 175000 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:38,701-Speed 3271.29 samples/sec Loss 1.5304 LearningRate 0.0226 Epoch: 10 Global Step: 175010 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:41,808-Speed 3296.96 samples/sec Loss 1.6036 LearningRate 0.0226 Epoch: 10 Global Step: 175020 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:44,896-Speed 3316.27 samples/sec Loss 1.5377 LearningRate 0.0226 Epoch: 10 Global Step: 175030 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:48,008-Speed 3290.97 samples/sec Loss 1.5159 LearningRate 0.0226 Epoch: 10 Global Step: 175040 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:45:51,095-Speed 3317.98 samples/sec Loss 1.5552 LearningRate 0.0226 Epoch: 10 Global Step: 175050 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:45:54,174-Speed 3326.65 samples/sec Loss 1.5082 LearningRate 0.0226 Epoch: 10 Global Step: 175060 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:45:57,252-Speed 3327.31 samples/sec Loss 1.5557 LearningRate 0.0226 Epoch: 10 Global Step: 175070 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:00,338-Speed 3318.88 samples/sec Loss 1.6094 LearningRate 0.0226 Epoch: 10 Global Step: 175080 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:03,451-Speed 3291.07 samples/sec Loss 1.5609 LearningRate 0.0226 Epoch: 10 Global Step: 175090 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:06,561-Speed 3293.73 samples/sec Loss 1.5369 LearningRate 0.0226 Epoch: 10 Global Step: 175100 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:09,828-Speed 3135.24 samples/sec Loss 1.5602 LearningRate 0.0226 Epoch: 10 Global Step: 175110 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:13,012-Speed 3216.02 samples/sec Loss 1.5638 LearningRate 0.0226 Epoch: 10 Global Step: 175120 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:16,099-Speed 3318.03 samples/sec Loss 1.4994 LearningRate 0.0226 Epoch: 10 Global Step: 175130 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:19,185-Speed 3318.86 samples/sec Loss 1.5314 LearningRate 0.0226 Epoch: 10 Global Step: 175140 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:22,320-Speed 3267.82 samples/sec Loss 1.5646 LearningRate 0.0226 Epoch: 10 Global Step: 175150 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:25,447-Speed 3274.68 samples/sec Loss 1.5645 LearningRate 0.0226 Epoch: 10 Global Step: 175160 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:28,544-Speed 3308.07 samples/sec Loss 1.5305 LearningRate 0.0226 Epoch: 10 Global Step: 175170 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:46:31,629-Speed 3320.02 samples/sec Loss 1.5802 LearningRate 0.0226 Epoch: 10 Global Step: 175180 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:34,720-Speed 3313.19 samples/sec Loss 1.5922 LearningRate 0.0226 Epoch: 10 Global Step: 175190 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:37,814-Speed 3311.07 samples/sec Loss 1.5078 LearningRate 0.0226 Epoch: 10 Global Step: 175200 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:40,892-Speed 3327.31 samples/sec Loss 1.5459 LearningRate 0.0226 Epoch: 10 Global Step: 175210 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:44,013-Speed 3281.87 samples/sec Loss 1.5541 LearningRate 0.0226 Epoch: 10 Global Step: 175220 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:47,115-Speed 3301.15 samples/sec Loss 1.5389 LearningRate 0.0226 Epoch: 10 Global Step: 175230 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:50,195-Speed 3325.65 samples/sec Loss 1.5616 LearningRate 0.0226 Epoch: 10 Global Step: 175240 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:53,314-Speed 3284.18 samples/sec Loss 1.5166 LearningRate 0.0226 Epoch: 10 Global Step: 175250 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:56,447-Speed 3269.47 samples/sec Loss 1.5882 LearningRate 0.0226 Epoch: 10 Global Step: 175260 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:46:59,521-Speed 3331.26 samples/sec Loss 1.5726 LearningRate 0.0226 Epoch: 10 Global Step: 175270 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:02,657-Speed 3266.56 samples/sec Loss 1.4880 LearningRate 0.0226 Epoch: 10 Global Step: 175280 Fp16 Grad Scale: 262144 Required: 17 hours Training: 2022-04-11 17:47:05,730-Speed 3332.71 samples/sec Loss 1.5325 LearningRate 0.0226 Epoch: 10 Global Step: 175290 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:08,827-Speed 3307.17 samples/sec Loss 1.5902 LearningRate 0.0225 Epoch: 10 Global Step: 175300 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:11,900-Speed 3333.17 samples/sec Loss 1.5313 LearningRate 0.0225 Epoch: 10 Global Step: 175310 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:14,975-Speed 3330.35 samples/sec Loss 1.5304 LearningRate 0.0225 Epoch: 10 Global Step: 175320 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:18,057-Speed 3323.86 samples/sec Loss 1.5060 LearningRate 0.0225 Epoch: 10 Global Step: 175330 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:21,181-Speed 3277.80 samples/sec Loss 1.5374 LearningRate 0.0225 Epoch: 10 Global Step: 175340 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:24,330-Speed 3253.12 samples/sec Loss 1.5674 LearningRate 0.0225 Epoch: 10 Global Step: 175350 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:27,452-Speed 3281.45 samples/sec Loss 1.5273 LearningRate 0.0225 Epoch: 10 Global Step: 175360 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:47:30,572-Speed 3282.62 samples/sec Loss 1.5095 LearningRate 0.0225 Epoch: 10 Global Step: 175370 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:33,662-Speed 3314.63 samples/sec Loss 1.5320 LearningRate 0.0225 Epoch: 10 Global Step: 175380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:36,740-Speed 3327.66 samples/sec Loss 1.5394 LearningRate 0.0225 Epoch: 10 Global Step: 175390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:39,820-Speed 3324.98 samples/sec Loss 1.5968 LearningRate 0.0225 Epoch: 10 Global Step: 175400 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:42,897-Speed 3328.91 samples/sec Loss 1.5511 LearningRate 0.0225 Epoch: 10 Global Step: 175410 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:45,972-Speed 3330.49 samples/sec Loss 1.5681 LearningRate 0.0225 Epoch: 10 Global Step: 175420 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:49,076-Speed 3299.60 samples/sec Loss 1.5497 LearningRate 0.0225 Epoch: 10 Global Step: 175430 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:52,150-Speed 3332.24 samples/sec Loss 1.5052 LearningRate 0.0225 Epoch: 10 Global Step: 175440 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:55,225-Speed 3331.21 samples/sec Loss 1.5973 LearningRate 0.0225 Epoch: 10 Global Step: 175450 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:47:58,298-Speed 3333.54 samples/sec Loss 1.5101 LearningRate 0.0225 Epoch: 10 Global Step: 175460 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:48:01,388-Speed 3314.24 samples/sec Loss 1.5330 LearningRate 0.0225 Epoch: 10 Global Step: 175470 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:04,493-Speed 3298.59 samples/sec Loss 1.5919 LearningRate 0.0225 Epoch: 10 Global Step: 175480 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:07,568-Speed 3330.99 samples/sec Loss 1.5218 LearningRate 0.0225 Epoch: 10 Global Step: 175490 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:10,643-Speed 3330.65 samples/sec Loss 1.6634 LearningRate 0.0225 Epoch: 10 Global Step: 175500 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:13,738-Speed 3309.73 samples/sec Loss 1.5563 LearningRate 0.0225 Epoch: 10 Global Step: 175510 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:16,985-Speed 3154.34 samples/sec Loss 1.5327 LearningRate 0.0225 Epoch: 10 Global Step: 175520 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:20,111-Speed 3276.65 samples/sec Loss 1.5486 LearningRate 0.0225 Epoch: 10 Global Step: 175530 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:23,194-Speed 3322.50 samples/sec Loss 1.5029 LearningRate 0.0225 Epoch: 10 Global Step: 175540 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:26,313-Speed 3283.66 samples/sec Loss 1.4802 LearningRate 0.0225 Epoch: 10 Global Step: 175550 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:29,387-Speed 3332.17 samples/sec Loss 1.5118 LearningRate 0.0225 Epoch: 10 Global Step: 175560 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:32,453-Speed 3340.34 samples/sec Loss 1.5755 LearningRate 0.0225 Epoch: 10 Global Step: 175570 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:35,539-Speed 3318.88 samples/sec Loss 1.5725 LearningRate 0.0225 Epoch: 10 Global Step: 175580 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:38,625-Speed 3319.53 samples/sec Loss 1.5714 LearningRate 0.0225 Epoch: 10 Global Step: 175590 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:41,707-Speed 3322.81 samples/sec Loss 1.5889 LearningRate 0.0225 Epoch: 10 Global Step: 175600 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:44,797-Speed 3314.81 samples/sec Loss 1.5174 LearningRate 0.0225 Epoch: 10 Global Step: 175610 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:47,887-Speed 3314.84 samples/sec Loss 1.5220 LearningRate 0.0225 Epoch: 10 Global Step: 175620 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:51,093-Speed 3195.00 samples/sec Loss 1.5673 LearningRate 0.0225 Epoch: 10 Global Step: 175630 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:54,210-Speed 3286.26 samples/sec Loss 1.5352 LearningRate 0.0225 Epoch: 10 Global Step: 175640 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:48:57,287-Speed 3328.44 samples/sec Loss 1.5652 LearningRate 0.0225 Epoch: 10 Global Step: 175650 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:00,380-Speed 3311.29 samples/sec Loss 1.5164 LearningRate 0.0224 Epoch: 10 Global Step: 175660 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:03,453-Speed 3332.73 samples/sec Loss 1.5898 LearningRate 0.0224 Epoch: 10 Global Step: 175670 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:06,581-Speed 3275.04 samples/sec Loss 1.5728 LearningRate 0.0224 Epoch: 10 Global Step: 175680 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:09,706-Speed 3278.14 samples/sec Loss 1.5688 LearningRate 0.0224 Epoch: 10 Global Step: 175690 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:12,798-Speed 3311.96 samples/sec Loss 1.5271 LearningRate 0.0224 Epoch: 10 Global Step: 175700 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:15,940-Speed 3260.46 samples/sec Loss 1.5321 LearningRate 0.0224 Epoch: 10 Global Step: 175710 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:19,071-Speed 3270.94 samples/sec Loss 1.5655 LearningRate 0.0224 Epoch: 10 Global Step: 175720 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:22,252-Speed 3220.31 samples/sec Loss 1.5698 LearningRate 0.0224 Epoch: 10 Global Step: 175730 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:25,404-Speed 3248.98 samples/sec Loss 1.5311 LearningRate 0.0224 Epoch: 10 Global Step: 175740 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:28,502-Speed 3306.36 samples/sec Loss 1.5470 LearningRate 0.0224 Epoch: 10 Global Step: 175750 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:31,584-Speed 3322.68 samples/sec Loss 1.5356 LearningRate 0.0224 Epoch: 10 Global Step: 175760 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:34,674-Speed 3315.49 samples/sec Loss 1.5383 LearningRate 0.0224 Epoch: 10 Global Step: 175770 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:37,751-Speed 3328.24 samples/sec Loss 1.6621 LearningRate 0.0224 Epoch: 10 Global Step: 175780 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:40,833-Speed 3324.03 samples/sec Loss 1.5478 LearningRate 0.0224 Epoch: 10 Global Step: 175790 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:43,913-Speed 3325.25 samples/sec Loss 1.6002 LearningRate 0.0224 Epoch: 10 Global Step: 175800 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:47,010-Speed 3307.30 samples/sec Loss 1.4812 LearningRate 0.0224 Epoch: 10 Global Step: 175810 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:50,120-Speed 3293.59 samples/sec Loss 1.5608 LearningRate 0.0224 Epoch: 10 Global Step: 175820 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:53,195-Speed 3330.18 samples/sec Loss 1.5532 LearningRate 0.0224 Epoch: 10 Global Step: 175830 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:49:56,292-Speed 3307.30 samples/sec Loss 1.5488 LearningRate 0.0224 Epoch: 10 Global Step: 175840 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:49:59,385-Speed 3311.06 samples/sec Loss 1.5884 LearningRate 0.0224 Epoch: 10 Global Step: 175850 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:50:02,483-Speed 3306.46 samples/sec Loss 1.5731 LearningRate 0.0224 Epoch: 10 Global Step: 175860 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:05,571-Speed 3317.89 samples/sec Loss 1.5964 LearningRate 0.0224 Epoch: 10 Global Step: 175870 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:08,728-Speed 3243.91 samples/sec Loss 1.5906 LearningRate 0.0224 Epoch: 10 Global Step: 175880 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:11,816-Speed 3317.14 samples/sec Loss 1.5621 LearningRate 0.0224 Epoch: 10 Global Step: 175890 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:14,926-Speed 3292.81 samples/sec Loss 1.5956 LearningRate 0.0224 Epoch: 10 Global Step: 175900 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:18,079-Speed 3248.63 samples/sec Loss 1.5534 LearningRate 0.0224 Epoch: 10 Global Step: 175910 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:21,185-Speed 3297.83 samples/sec Loss 1.5449 LearningRate 0.0224 Epoch: 10 Global Step: 175920 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:24,287-Speed 3301.72 samples/sec Loss 1.5848 LearningRate 0.0224 Epoch: 10 Global Step: 175930 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:27,381-Speed 3310.47 samples/sec Loss 1.5397 LearningRate 0.0224 Epoch: 10 Global Step: 175940 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:30,473-Speed 3312.61 samples/sec Loss 1.5698 LearningRate 0.0224 Epoch: 10 Global Step: 175950 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:50:33,561-Speed 3316.27 samples/sec Loss 1.5277 LearningRate 0.0224 Epoch: 10 Global Step: 175960 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:50:36,637-Speed 3330.36 samples/sec Loss 1.5390 LearningRate 0.0224 Epoch: 10 Global Step: 175970 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:50:39,717-Speed 3325.65 samples/sec Loss 1.5441 LearningRate 0.0224 Epoch: 10 Global Step: 175980 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:50:42,795-Speed 3326.81 samples/sec Loss 1.5584 LearningRate 0.0224 Epoch: 10 Global Step: 175990 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:50:45,915-Speed 3283.34 samples/sec Loss 1.6196 LearningRate 0.0224 Epoch: 10 Global Step: 176000 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:51:29,901-[lfw][176000]XNorm: 22.923849 Training: 2022-04-11 17:51:29,902-[lfw][176000]Accuracy-Flip: 0.99783+-0.00279 Training: 2022-04-11 17:51:29,902-[lfw][176000]Accuracy-Highest: 0.99817 Training: 2022-04-11 17:52:20,760-[cfp_fp][176000]XNorm: 22.563153 Training: 2022-04-11 17:52:20,761-[cfp_fp][176000]Accuracy-Flip: 0.98900+-0.00429 Training: 2022-04-11 17:52:20,761-[cfp_fp][176000]Accuracy-Highest: 0.98971 Training: 2022-04-11 17:53:04,580-[agedb_30][176000]XNorm: 23.380471 Training: 2022-04-11 17:53:04,581-[agedb_30][176000]Accuracy-Flip: 0.98317+-0.00621 Training: 2022-04-11 17:53:04,581-[agedb_30][176000]Accuracy-Highest: 0.98450 Training: 2022-04-11 17:53:07,688-Speed 72.23 samples/sec Loss 1.5798 LearningRate 0.0223 Epoch: 10 Global Step: 176010 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:53:10,842-Speed 3247.13 samples/sec Loss 1.5773 LearningRate 0.0223 Epoch: 10 Global Step: 176020 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:53:13,927-Speed 3320.09 samples/sec Loss 1.5639 LearningRate 0.0223 Epoch: 10 Global Step: 176030 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:53:17,039-Speed 3291.73 samples/sec Loss 1.5475 LearningRate 0.0223 Epoch: 10 Global Step: 176040 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:53:20,164-Speed 3277.58 samples/sec Loss 1.6111 LearningRate 0.0223 Epoch: 10 Global Step: 176050 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:53:23,235-Speed 3334.78 samples/sec Loss 1.5349 LearningRate 0.0223 Epoch: 10 Global Step: 176060 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:26,323-Speed 3317.16 samples/sec Loss 1.5371 LearningRate 0.0223 Epoch: 10 Global Step: 176070 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:29,424-Speed 3303.42 samples/sec Loss 1.5552 LearningRate 0.0223 Epoch: 10 Global Step: 176080 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:32,574-Speed 3250.87 samples/sec Loss 1.5935 LearningRate 0.0223 Epoch: 10 Global Step: 176090 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:35,699-Speed 3277.52 samples/sec Loss 1.5496 LearningRate 0.0223 Epoch: 10 Global Step: 176100 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:38,788-Speed 3316.21 samples/sec Loss 1.6334 LearningRate 0.0223 Epoch: 10 Global Step: 176110 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:41,926-Speed 3264.24 samples/sec Loss 1.5168 LearningRate 0.0223 Epoch: 10 Global Step: 176120 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:45,044-Speed 3284.42 samples/sec Loss 1.5419 LearningRate 0.0223 Epoch: 10 Global Step: 176130 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:48,180-Speed 3266.37 samples/sec Loss 1.5072 LearningRate 0.0223 Epoch: 10 Global Step: 176140 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:51,271-Speed 3313.03 samples/sec Loss 1.6038 LearningRate 0.0223 Epoch: 10 Global Step: 176150 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:54,340-Speed 3338.56 samples/sec Loss 1.5992 LearningRate 0.0223 Epoch: 10 Global Step: 176160 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:53:57,416-Speed 3329.09 samples/sec Loss 1.4829 LearningRate 0.0223 Epoch: 10 Global Step: 176170 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:00,508-Speed 3313.21 samples/sec Loss 1.5664 LearningRate 0.0223 Epoch: 10 Global Step: 176180 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:03,582-Speed 3331.75 samples/sec Loss 1.6159 LearningRate 0.0223 Epoch: 10 Global Step: 176190 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:06,675-Speed 3311.53 samples/sec Loss 1.5468 LearningRate 0.0223 Epoch: 10 Global Step: 176200 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:09,904-Speed 3171.41 samples/sec Loss 1.5998 LearningRate 0.0223 Epoch: 10 Global Step: 176210 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:13,046-Speed 3260.47 samples/sec Loss 1.5858 LearningRate 0.0223 Epoch: 10 Global Step: 176220 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:16,116-Speed 3335.83 samples/sec Loss 1.5960 LearningRate 0.0223 Epoch: 10 Global Step: 176230 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:19,227-Speed 3292.69 samples/sec Loss 1.5291 LearningRate 0.0223 Epoch: 10 Global Step: 176240 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:22,310-Speed 3322.53 samples/sec Loss 1.5990 LearningRate 0.0223 Epoch: 10 Global Step: 176250 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:25,385-Speed 3330.61 samples/sec Loss 1.5199 LearningRate 0.0223 Epoch: 10 Global Step: 176260 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:28,466-Speed 3324.71 samples/sec Loss 1.5281 LearningRate 0.0223 Epoch: 10 Global Step: 176270 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:31,544-Speed 3326.82 samples/sec Loss 1.5447 LearningRate 0.0223 Epoch: 10 Global Step: 176280 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:34,627-Speed 3322.34 samples/sec Loss 1.5384 LearningRate 0.0223 Epoch: 10 Global Step: 176290 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:37,700-Speed 3333.04 samples/sec Loss 1.5442 LearningRate 0.0223 Epoch: 10 Global Step: 176300 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:40,775-Speed 3330.25 samples/sec Loss 1.5290 LearningRate 0.0223 Epoch: 10 Global Step: 176310 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:43,860-Speed 3320.84 samples/sec Loss 1.5816 LearningRate 0.0223 Epoch: 10 Global Step: 176320 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:46,939-Speed 3326.36 samples/sec Loss 1.5686 LearningRate 0.0223 Epoch: 10 Global Step: 176330 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:54:50,027-Speed 3317.52 samples/sec Loss 1.5549 LearningRate 0.0223 Epoch: 10 Global Step: 176340 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:53,110-Speed 3321.67 samples/sec Loss 1.5725 LearningRate 0.0223 Epoch: 10 Global Step: 176350 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:56,195-Speed 3319.84 samples/sec Loss 1.5804 LearningRate 0.0222 Epoch: 10 Global Step: 176360 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:54:59,282-Speed 3318.53 samples/sec Loss 1.5548 LearningRate 0.0222 Epoch: 10 Global Step: 176370 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:02,387-Speed 3298.02 samples/sec Loss 1.5238 LearningRate 0.0222 Epoch: 10 Global Step: 176380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:05,465-Speed 3328.22 samples/sec Loss 1.5740 LearningRate 0.0222 Epoch: 10 Global Step: 176390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:08,560-Speed 3309.15 samples/sec Loss 1.5971 LearningRate 0.0222 Epoch: 10 Global Step: 176400 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:11,633-Speed 3332.29 samples/sec Loss 1.5207 LearningRate 0.0222 Epoch: 10 Global Step: 176410 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:14,714-Speed 3324.35 samples/sec Loss 1.5553 LearningRate 0.0222 Epoch: 10 Global Step: 176420 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:17,796-Speed 3325.07 samples/sec Loss 1.5741 LearningRate 0.0222 Epoch: 10 Global Step: 176430 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:20,864-Speed 3338.22 samples/sec Loss 1.5566 LearningRate 0.0222 Epoch: 10 Global Step: 176440 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:23,967-Speed 3300.24 samples/sec Loss 1.5653 LearningRate 0.0222 Epoch: 10 Global Step: 176450 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:27,055-Speed 3316.72 samples/sec Loss 1.5647 LearningRate 0.0222 Epoch: 10 Global Step: 176460 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:30,126-Speed 3336.26 samples/sec Loss 1.5427 LearningRate 0.0222 Epoch: 10 Global Step: 176470 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:55:33,198-Speed 3334.01 samples/sec Loss 1.5702 LearningRate 0.0222 Epoch: 10 Global Step: 176480 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:36,283-Speed 3319.66 samples/sec Loss 1.6373 LearningRate 0.0222 Epoch: 10 Global Step: 176490 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:39,402-Speed 3283.30 samples/sec Loss 1.5098 LearningRate 0.0222 Epoch: 10 Global Step: 176500 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:42,484-Speed 3323.18 samples/sec Loss 1.5651 LearningRate 0.0222 Epoch: 10 Global Step: 176510 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:45,640-Speed 3245.82 samples/sec Loss 1.6292 LearningRate 0.0222 Epoch: 10 Global Step: 176520 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:48,785-Speed 3256.79 samples/sec Loss 1.5606 LearningRate 0.0222 Epoch: 10 Global Step: 176530 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:51,879-Speed 3310.31 samples/sec Loss 1.5744 LearningRate 0.0222 Epoch: 10 Global Step: 176540 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:54,960-Speed 3324.62 samples/sec Loss 1.5794 LearningRate 0.0222 Epoch: 10 Global Step: 176550 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:55:58,029-Speed 3337.42 samples/sec Loss 1.5907 LearningRate 0.0222 Epoch: 10 Global Step: 176560 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:01,099-Speed 3335.90 samples/sec Loss 1.5714 LearningRate 0.0222 Epoch: 10 Global Step: 176570 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:04,171-Speed 3335.04 samples/sec Loss 1.5689 LearningRate 0.0222 Epoch: 10 Global Step: 176580 Fp16 Grad Scale: 262144 Required: 17 hours Training: 2022-04-11 17:56:07,281-Speed 3292.61 samples/sec Loss 1.5230 LearningRate 0.0222 Epoch: 10 Global Step: 176590 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:10,362-Speed 3324.70 samples/sec Loss 1.5536 LearningRate 0.0222 Epoch: 10 Global Step: 176600 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:13,434-Speed 3334.87 samples/sec Loss 1.5317 LearningRate 0.0222 Epoch: 10 Global Step: 176610 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:16,506-Speed 3333.76 samples/sec Loss 1.6087 LearningRate 0.0222 Epoch: 10 Global Step: 176620 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:19,583-Speed 3329.33 samples/sec Loss 1.5351 LearningRate 0.0222 Epoch: 10 Global Step: 176630 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:22,659-Speed 3329.69 samples/sec Loss 1.5800 LearningRate 0.0222 Epoch: 10 Global Step: 176640 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:56:25,736-Speed 3328.14 samples/sec Loss 1.5160 LearningRate 0.0222 Epoch: 10 Global Step: 176650 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:28,856-Speed 3282.30 samples/sec Loss 1.5617 LearningRate 0.0222 Epoch: 10 Global Step: 176660 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:32,045-Speed 3212.17 samples/sec Loss 1.5207 LearningRate 0.0222 Epoch: 10 Global Step: 176670 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:35,201-Speed 3245.26 samples/sec Loss 1.5761 LearningRate 0.0222 Epoch: 10 Global Step: 176680 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:38,288-Speed 3318.18 samples/sec Loss 1.5185 LearningRate 0.0222 Epoch: 10 Global Step: 176690 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:41,372-Speed 3320.80 samples/sec Loss 1.5380 LearningRate 0.0222 Epoch: 10 Global Step: 176700 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:44,458-Speed 3319.87 samples/sec Loss 1.5288 LearningRate 0.0222 Epoch: 10 Global Step: 176710 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:47,545-Speed 3318.01 samples/sec Loss 1.5275 LearningRate 0.0221 Epoch: 10 Global Step: 176720 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:50,624-Speed 3326.25 samples/sec Loss 1.6209 LearningRate 0.0221 Epoch: 10 Global Step: 176730 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:53,775-Speed 3251.35 samples/sec Loss 1.5267 LearningRate 0.0221 Epoch: 10 Global Step: 176740 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:56:56,905-Speed 3272.24 samples/sec Loss 1.5842 LearningRate 0.0221 Epoch: 10 Global Step: 176750 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:57:00,026-Speed 3281.70 samples/sec Loss 1.5763 LearningRate 0.0221 Epoch: 10 Global Step: 176760 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:57:03,104-Speed 3327.38 samples/sec Loss 1.5785 LearningRate 0.0221 Epoch: 10 Global Step: 176770 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:57:06,173-Speed 3337.55 samples/sec Loss 1.6368 LearningRate 0.0221 Epoch: 10 Global Step: 176780 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:57:09,232-Speed 3348.35 samples/sec Loss 1.6046 LearningRate 0.0221 Epoch: 10 Global Step: 176790 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:12,332-Speed 3303.71 samples/sec Loss 1.5282 LearningRate 0.0221 Epoch: 10 Global Step: 176800 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:15,445-Speed 3290.18 samples/sec Loss 1.5446 LearningRate 0.0221 Epoch: 10 Global Step: 176810 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:18,571-Speed 3276.86 samples/sec Loss 1.5471 LearningRate 0.0221 Epoch: 10 Global Step: 176820 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:21,654-Speed 3322.72 samples/sec Loss 1.5899 LearningRate 0.0221 Epoch: 10 Global Step: 176830 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:24,726-Speed 3333.68 samples/sec Loss 1.5469 LearningRate 0.0221 Epoch: 10 Global Step: 176840 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:27,841-Speed 3288.27 samples/sec Loss 1.5584 LearningRate 0.0221 Epoch: 10 Global Step: 176850 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:30,959-Speed 3285.21 samples/sec Loss 1.5805 LearningRate 0.0221 Epoch: 10 Global Step: 176860 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:34,051-Speed 3312.68 samples/sec Loss 1.5752 LearningRate 0.0221 Epoch: 10 Global Step: 176870 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:37,124-Speed 3333.03 samples/sec Loss 1.5684 LearningRate 0.0221 Epoch: 10 Global Step: 176880 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:57:40,197-Speed 3332.45 samples/sec Loss 1.5219 LearningRate 0.0221 Epoch: 10 Global Step: 176890 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:57:43,307-Speed 3293.20 samples/sec Loss 1.5597 LearningRate 0.0221 Epoch: 10 Global Step: 176900 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:57:46,386-Speed 3326.97 samples/sec Loss 1.6218 LearningRate 0.0221 Epoch: 10 Global Step: 176910 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:57:49,458-Speed 3334.53 samples/sec Loss 1.5013 LearningRate 0.0221 Epoch: 10 Global Step: 176920 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:57:52,535-Speed 3328.64 samples/sec Loss 1.5941 LearningRate 0.0221 Epoch: 10 Global Step: 176930 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:57:55,633-Speed 3305.58 samples/sec Loss 1.5674 LearningRate 0.0221 Epoch: 10 Global Step: 176940 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:57:58,801-Speed 3233.88 samples/sec Loss 1.5907 LearningRate 0.0221 Epoch: 10 Global Step: 176950 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:58:01,870-Speed 3337.70 samples/sec Loss 1.6119 LearningRate 0.0221 Epoch: 10 Global Step: 176960 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:58:04,975-Speed 3299.27 samples/sec Loss 1.5668 LearningRate 0.0221 Epoch: 10 Global Step: 176970 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:58:08,053-Speed 3327.37 samples/sec Loss 1.5861 LearningRate 0.0221 Epoch: 10 Global Step: 176980 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:58:11,159-Speed 3297.77 samples/sec Loss 1.5750 LearningRate 0.0221 Epoch: 10 Global Step: 176990 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:14,236-Speed 3328.71 samples/sec Loss 1.5570 LearningRate 0.0221 Epoch: 10 Global Step: 177000 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:17,309-Speed 3333.57 samples/sec Loss 1.6150 LearningRate 0.0221 Epoch: 10 Global Step: 177010 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:20,378-Speed 3336.53 samples/sec Loss 1.6217 LearningRate 0.0221 Epoch: 10 Global Step: 177020 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:23,450-Speed 3334.19 samples/sec Loss 1.5637 LearningRate 0.0221 Epoch: 10 Global Step: 177030 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:26,529-Speed 3327.67 samples/sec Loss 1.5421 LearningRate 0.0221 Epoch: 10 Global Step: 177040 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:29,600-Speed 3335.21 samples/sec Loss 1.5606 LearningRate 0.0221 Epoch: 10 Global Step: 177050 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:32,672-Speed 3333.88 samples/sec Loss 1.5484 LearningRate 0.0221 Epoch: 10 Global Step: 177060 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:35,753-Speed 3324.62 samples/sec Loss 1.5688 LearningRate 0.0220 Epoch: 10 Global Step: 177070 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:58:38,817-Speed 3342.29 samples/sec Loss 1.5807 LearningRate 0.0220 Epoch: 10 Global Step: 177080 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:58:41,891-Speed 3331.62 samples/sec Loss 1.5433 LearningRate 0.0220 Epoch: 10 Global Step: 177090 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:58:44,969-Speed 3327.60 samples/sec Loss 1.5961 LearningRate 0.0220 Epoch: 10 Global Step: 177100 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:58:48,076-Speed 3296.76 samples/sec Loss 1.5554 LearningRate 0.0220 Epoch: 10 Global Step: 177110 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:58:51,273-Speed 3204.63 samples/sec Loss 1.6369 LearningRate 0.0220 Epoch: 10 Global Step: 177120 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:58:54,429-Speed 3245.53 samples/sec Loss 1.5477 LearningRate 0.0220 Epoch: 10 Global Step: 177130 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:58:57,527-Speed 3305.40 samples/sec Loss 1.6030 LearningRate 0.0220 Epoch: 10 Global Step: 177140 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:59:00,609-Speed 3322.95 samples/sec Loss 1.5541 LearningRate 0.0220 Epoch: 10 Global Step: 177150 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:59:03,685-Speed 3330.51 samples/sec Loss 1.6020 LearningRate 0.0220 Epoch: 10 Global Step: 177160 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:59:06,755-Speed 3336.14 samples/sec Loss 1.5680 LearningRate 0.0220 Epoch: 10 Global Step: 177170 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:59:09,828-Speed 3332.88 samples/sec Loss 1.6356 LearningRate 0.0220 Epoch: 10 Global Step: 177180 Fp16 Grad Scale: 32768 Required: 17 hours Training: 2022-04-11 17:59:12,915-Speed 3318.47 samples/sec Loss 1.5678 LearningRate 0.0220 Epoch: 10 Global Step: 177190 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:15,991-Speed 3329.22 samples/sec Loss 1.5447 LearningRate 0.0220 Epoch: 10 Global Step: 177200 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:19,075-Speed 3321.14 samples/sec Loss 1.6237 LearningRate 0.0220 Epoch: 10 Global Step: 177210 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:22,159-Speed 3321.78 samples/sec Loss 1.5938 LearningRate 0.0220 Epoch: 10 Global Step: 177220 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:25,269-Speed 3293.27 samples/sec Loss 1.5533 LearningRate 0.0220 Epoch: 10 Global Step: 177230 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:28,343-Speed 3332.37 samples/sec Loss 1.5740 LearningRate 0.0220 Epoch: 10 Global Step: 177240 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:31,460-Speed 3285.88 samples/sec Loss 1.5331 LearningRate 0.0220 Epoch: 10 Global Step: 177250 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:34,534-Speed 3331.27 samples/sec Loss 1.5652 LearningRate 0.0220 Epoch: 10 Global Step: 177260 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:37,609-Speed 3331.53 samples/sec Loss 1.5712 LearningRate 0.0220 Epoch: 10 Global Step: 177270 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:40,682-Speed 3332.77 samples/sec Loss 1.5243 LearningRate 0.0220 Epoch: 10 Global Step: 177280 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 17:59:43,836-Speed 3247.00 samples/sec Loss 1.5284 LearningRate 0.0220 Epoch: 10 Global Step: 177290 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:59:46,913-Speed 3330.57 samples/sec Loss 1.5752 LearningRate 0.0220 Epoch: 10 Global Step: 177300 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:59:50,028-Speed 3288.44 samples/sec Loss 1.5785 LearningRate 0.0220 Epoch: 10 Global Step: 177310 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:59:53,150-Speed 3280.30 samples/sec Loss 1.5568 LearningRate 0.0220 Epoch: 10 Global Step: 177320 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:59:56,253-Speed 3301.16 samples/sec Loss 1.5867 LearningRate 0.0220 Epoch: 10 Global Step: 177330 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 17:59:59,331-Speed 3327.08 samples/sec Loss 1.6281 LearningRate 0.0220 Epoch: 10 Global Step: 177340 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:02,413-Speed 3323.01 samples/sec Loss 1.6210 LearningRate 0.0220 Epoch: 10 Global Step: 177350 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:05,501-Speed 3317.65 samples/sec Loss 1.5993 LearningRate 0.0220 Epoch: 10 Global Step: 177360 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:08,595-Speed 3310.03 samples/sec Loss 1.5862 LearningRate 0.0220 Epoch: 10 Global Step: 177370 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:11,698-Speed 3300.32 samples/sec Loss 1.5329 LearningRate 0.0220 Epoch: 10 Global Step: 177380 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:14,835-Speed 3265.45 samples/sec Loss 1.5695 LearningRate 0.0220 Epoch: 10 Global Step: 177390 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:17,949-Speed 3289.40 samples/sec Loss 1.5763 LearningRate 0.0220 Epoch: 10 Global Step: 177400 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:21,035-Speed 3319.04 samples/sec Loss 1.5782 LearningRate 0.0220 Epoch: 10 Global Step: 177410 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:24,217-Speed 3218.97 samples/sec Loss 1.5762 LearningRate 0.0220 Epoch: 10 Global Step: 177420 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:27,364-Speed 3254.36 samples/sec Loss 1.5892 LearningRate 0.0219 Epoch: 10 Global Step: 177430 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:30,452-Speed 3316.84 samples/sec Loss 1.5779 LearningRate 0.0219 Epoch: 10 Global Step: 177440 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:00:33,530-Speed 3328.08 samples/sec Loss 1.6396 LearningRate 0.0219 Epoch: 10 Global Step: 177450 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:00:36,606-Speed 3329.15 samples/sec Loss 1.6089 LearningRate 0.0219 Epoch: 10 Global Step: 177460 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:00:39,729-Speed 3280.52 samples/sec Loss 1.6167 LearningRate 0.0219 Epoch: 10 Global Step: 177470 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:00:42,866-Speed 3264.79 samples/sec Loss 1.5523 LearningRate 0.0219 Epoch: 10 Global Step: 177480 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:00:45,993-Speed 3275.38 samples/sec Loss 1.5913 LearningRate 0.0219 Epoch: 10 Global Step: 177490 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:00:49,061-Speed 3339.11 samples/sec Loss 1.5570 LearningRate 0.0219 Epoch: 10 Global Step: 177500 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:52,209-Speed 3253.63 samples/sec Loss 1.5618 LearningRate 0.0219 Epoch: 10 Global Step: 177510 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:55,310-Speed 3303.01 samples/sec Loss 1.6085 LearningRate 0.0219 Epoch: 10 Global Step: 177520 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:00:58,427-Speed 3286.37 samples/sec Loss 1.5524 LearningRate 0.0219 Epoch: 10 Global Step: 177530 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:01:01,539-Speed 3291.02 samples/sec Loss 1.5578 LearningRate 0.0219 Epoch: 10 Global Step: 177540 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:01:04,617-Speed 3327.00 samples/sec Loss 1.5770 LearningRate 0.0219 Epoch: 10 Global Step: 177550 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:01:07,720-Speed 3301.78 samples/sec Loss 1.5738 LearningRate 0.0219 Epoch: 10 Global Step: 177560 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:01:10,835-Speed 3287.94 samples/sec Loss 1.5663 LearningRate 0.0219 Epoch: 10 Global Step: 177570 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:01:13,929-Speed 3309.84 samples/sec Loss 1.5891 LearningRate 0.0219 Epoch: 10 Global Step: 177580 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:01:17,047-Speed 3285.88 samples/sec Loss 1.5564 LearningRate 0.0219 Epoch: 10 Global Step: 177590 Fp16 Grad Scale: 65536 Required: 17 hours Training: 2022-04-11 18:01:20,135-Speed 3316.44 samples/sec Loss 1.6007 LearningRate 0.0219 Epoch: 10 Global Step: 177600 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:01:23,241-Speed 3297.55 samples/sec Loss 1.6397 LearningRate 0.0219 Epoch: 10 Global Step: 177610 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:01:26,380-Speed 3263.42 samples/sec Loss 1.6052 LearningRate 0.0219 Epoch: 10 Global Step: 177620 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:01:29,504-Speed 3278.81 samples/sec Loss 1.6313 LearningRate 0.0219 Epoch: 10 Global Step: 177630 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:01:32,642-Speed 3263.47 samples/sec Loss 1.5782 LearningRate 0.0219 Epoch: 10 Global Step: 177640 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:01:35,793-Speed 3250.97 samples/sec Loss 1.5898 LearningRate 0.0219 Epoch: 10 Global Step: 177650 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:01:38,887-Speed 3310.43 samples/sec Loss 1.5292 LearningRate 0.0219 Epoch: 10 Global Step: 177660 Fp16 Grad Scale: 131072 Required: 17 hours Training: 2022-04-11 18:01:41,978-Speed 3313.36 samples/sec Loss 1.5631 LearningRate 0.0219 Epoch: 10 Global Step: 177670 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:01:45,078-Speed 3304.06 samples/sec Loss 1.5258 LearningRate 0.0219 Epoch: 10 Global Step: 177680 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:01:48,238-Speed 3241.66 samples/sec Loss 1.6150 LearningRate 0.0219 Epoch: 10 Global Step: 177690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:01:51,471-Speed 3167.37 samples/sec Loss 1.5986 LearningRate 0.0219 Epoch: 10 Global Step: 177700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:01:54,637-Speed 3235.93 samples/sec Loss 1.5863 LearningRate 0.0219 Epoch: 10 Global Step: 177710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:01:57,762-Speed 3277.49 samples/sec Loss 1.5926 LearningRate 0.0219 Epoch: 10 Global Step: 177720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:00,838-Speed 3329.51 samples/sec Loss 1.5531 LearningRate 0.0219 Epoch: 10 Global Step: 177730 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:03,913-Speed 3331.94 samples/sec Loss 1.5296 LearningRate 0.0219 Epoch: 10 Global Step: 177740 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:07,002-Speed 3315.68 samples/sec Loss 1.5172 LearningRate 0.0219 Epoch: 10 Global Step: 177750 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:10,117-Speed 3287.13 samples/sec Loss 1.5622 LearningRate 0.0219 Epoch: 10 Global Step: 177760 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:13,318-Speed 3199.57 samples/sec Loss 1.5455 LearningRate 0.0219 Epoch: 10 Global Step: 177770 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:16,426-Speed 3296.36 samples/sec Loss 1.5336 LearningRate 0.0218 Epoch: 10 Global Step: 177780 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:19,503-Speed 3327.90 samples/sec Loss 1.6006 LearningRate 0.0218 Epoch: 10 Global Step: 177790 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:22,650-Speed 3254.50 samples/sec Loss 1.5852 LearningRate 0.0218 Epoch: 10 Global Step: 177800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:25,872-Speed 3178.82 samples/sec Loss 1.5857 LearningRate 0.0218 Epoch: 10 Global Step: 177810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:28,970-Speed 3306.90 samples/sec Loss 1.6072 LearningRate 0.0218 Epoch: 10 Global Step: 177820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:02:32,079-Speed 3294.81 samples/sec Loss 1.5649 LearningRate 0.0218 Epoch: 10 Global Step: 177830 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:35,241-Speed 3238.87 samples/sec Loss 1.5664 LearningRate 0.0218 Epoch: 10 Global Step: 177840 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:38,341-Speed 3304.13 samples/sec Loss 1.5610 LearningRate 0.0218 Epoch: 10 Global Step: 177850 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:41,425-Speed 3321.41 samples/sec Loss 1.5822 LearningRate 0.0218 Epoch: 10 Global Step: 177860 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:44,498-Speed 3332.21 samples/sec Loss 1.5380 LearningRate 0.0218 Epoch: 10 Global Step: 177870 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:47,580-Speed 3323.78 samples/sec Loss 1.6434 LearningRate 0.0218 Epoch: 10 Global Step: 177880 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:50,666-Speed 3318.57 samples/sec Loss 1.6323 LearningRate 0.0218 Epoch: 10 Global Step: 177890 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:53,746-Speed 3326.28 samples/sec Loss 1.5600 LearningRate 0.0218 Epoch: 10 Global Step: 177900 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:56,826-Speed 3325.94 samples/sec Loss 1.5995 LearningRate 0.0218 Epoch: 10 Global Step: 177910 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:02:59,904-Speed 3327.48 samples/sec Loss 1.5967 LearningRate 0.0218 Epoch: 10 Global Step: 177920 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:03:02,990-Speed 3318.83 samples/sec Loss 1.6013 LearningRate 0.0218 Epoch: 10 Global Step: 177930 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:03:06,060-Speed 3336.23 samples/sec Loss 1.5421 LearningRate 0.0218 Epoch: 10 Global Step: 177940 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:03:09,157-Speed 3307.14 samples/sec Loss 1.5498 LearningRate 0.0218 Epoch: 10 Global Step: 177950 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:03:12,234-Speed 3327.92 samples/sec Loss 1.5757 LearningRate 0.0218 Epoch: 10 Global Step: 177960 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:03:15,336-Speed 3302.67 samples/sec Loss 1.5206 LearningRate 0.0218 Epoch: 10 Global Step: 177970 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:03:18,407-Speed 3335.86 samples/sec Loss 1.5335 LearningRate 0.0218 Epoch: 10 Global Step: 177980 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:03:21,562-Speed 3246.55 samples/sec Loss 1.5782 LearningRate 0.0218 Epoch: 10 Global Step: 177990 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:03:24,651-Speed 3314.85 samples/sec Loss 1.5523 LearningRate 0.0218 Epoch: 10 Global Step: 178000 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:04:08,730-[lfw][178000]XNorm: 21.818219 Training: 2022-04-11 18:04:08,731-[lfw][178000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 18:04:08,731-[lfw][178000]Accuracy-Highest: 0.99817 Training: 2022-04-11 18:04:59,396-[cfp_fp][178000]XNorm: 21.690726 Training: 2022-04-11 18:04:59,397-[cfp_fp][178000]Accuracy-Flip: 0.98971+-0.00522 Training: 2022-04-11 18:04:59,397-[cfp_fp][178000]Accuracy-Highest: 0.98971 Training: 2022-04-11 18:05:43,237-[agedb_30][178000]XNorm: 22.382697 Training: 2022-04-11 18:05:43,237-[agedb_30][178000]Accuracy-Flip: 0.98283+-0.00633 Training: 2022-04-11 18:05:43,238-[agedb_30][178000]Accuracy-Highest: 0.98450 Training: 2022-04-11 18:05:46,341-Speed 72.27 samples/sec Loss 1.5545 LearningRate 0.0218 Epoch: 10 Global Step: 178010 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:05:49,521-Speed 3220.95 samples/sec Loss 1.6011 LearningRate 0.0218 Epoch: 10 Global Step: 178020 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:05:52,595-Speed 3331.49 samples/sec Loss 1.5931 LearningRate 0.0218 Epoch: 10 Global Step: 178030 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:05:55,659-Speed 3343.35 samples/sec Loss 1.5500 LearningRate 0.0218 Epoch: 10 Global Step: 178040 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:05:58,721-Speed 3344.80 samples/sec Loss 1.5831 LearningRate 0.0218 Epoch: 10 Global Step: 178050 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:01,778-Speed 3349.67 samples/sec Loss 1.5929 LearningRate 0.0218 Epoch: 10 Global Step: 178060 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:04,875-Speed 3307.65 samples/sec Loss 1.5358 LearningRate 0.0218 Epoch: 10 Global Step: 178070 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:07,983-Speed 3295.13 samples/sec Loss 1.6141 LearningRate 0.0218 Epoch: 10 Global Step: 178080 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:06:11,051-Speed 3338.79 samples/sec Loss 1.6338 LearningRate 0.0218 Epoch: 10 Global Step: 178090 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:06:14,131-Speed 3325.85 samples/sec Loss 1.5737 LearningRate 0.0218 Epoch: 10 Global Step: 178100 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:06:17,308-Speed 3223.26 samples/sec Loss 1.5692 LearningRate 0.0218 Epoch: 10 Global Step: 178110 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:06:20,404-Speed 3308.78 samples/sec Loss 1.5254 LearningRate 0.0218 Epoch: 10 Global Step: 178120 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:06:23,525-Speed 3282.02 samples/sec Loss 1.5088 LearningRate 0.0218 Epoch: 10 Global Step: 178130 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:06:26,583-Speed 3349.20 samples/sec Loss 1.5831 LearningRate 0.0217 Epoch: 10 Global Step: 178140 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:29,653-Speed 3336.78 samples/sec Loss 1.6245 LearningRate 0.0217 Epoch: 10 Global Step: 178150 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:32,736-Speed 3321.55 samples/sec Loss 1.5518 LearningRate 0.0217 Epoch: 10 Global Step: 178160 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:35,859-Speed 3280.09 samples/sec Loss 1.5390 LearningRate 0.0217 Epoch: 10 Global Step: 178170 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:38,930-Speed 3335.34 samples/sec Loss 1.5172 LearningRate 0.0217 Epoch: 10 Global Step: 178180 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:42,019-Speed 3315.92 samples/sec Loss 1.5740 LearningRate 0.0217 Epoch: 10 Global Step: 178190 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:45,123-Speed 3299.47 samples/sec Loss 1.5436 LearningRate 0.0217 Epoch: 10 Global Step: 178200 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:48,243-Speed 3282.71 samples/sec Loss 1.5319 LearningRate 0.0217 Epoch: 10 Global Step: 178210 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:51,366-Speed 3280.67 samples/sec Loss 1.5399 LearningRate 0.0217 Epoch: 10 Global Step: 178220 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:54,478-Speed 3290.90 samples/sec Loss 1.5261 LearningRate 0.0217 Epoch: 10 Global Step: 178230 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:06:57,651-Speed 3229.20 samples/sec Loss 1.5404 LearningRate 0.0217 Epoch: 10 Global Step: 178240 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:07:00,775-Speed 3277.63 samples/sec Loss 1.5779 LearningRate 0.0217 Epoch: 10 Global Step: 178250 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:07:03,946-Speed 3230.48 samples/sec Loss 1.5970 LearningRate 0.0217 Epoch: 10 Global Step: 178260 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:07:07,042-Speed 3308.61 samples/sec Loss 1.5815 LearningRate 0.0217 Epoch: 10 Global Step: 178270 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:07:10,137-Speed 3308.89 samples/sec Loss 1.5999 LearningRate 0.0217 Epoch: 10 Global Step: 178280 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:07:13,230-Speed 3311.88 samples/sec Loss 1.5993 LearningRate 0.0217 Epoch: 10 Global Step: 178290 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:07:16,286-Speed 3351.28 samples/sec Loss 1.5984 LearningRate 0.0217 Epoch: 10 Global Step: 178300 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:19,358-Speed 3333.87 samples/sec Loss 1.5450 LearningRate 0.0217 Epoch: 10 Global Step: 178310 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:22,434-Speed 3330.13 samples/sec Loss 1.5691 LearningRate 0.0217 Epoch: 10 Global Step: 178320 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:25,511-Speed 3329.09 samples/sec Loss 1.5819 LearningRate 0.0217 Epoch: 10 Global Step: 178330 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:28,621-Speed 3293.16 samples/sec Loss 1.5958 LearningRate 0.0217 Epoch: 10 Global Step: 178340 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:31,726-Speed 3299.04 samples/sec Loss 1.5998 LearningRate 0.0217 Epoch: 10 Global Step: 178350 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:34,840-Speed 3288.79 samples/sec Loss 1.6105 LearningRate 0.0217 Epoch: 10 Global Step: 178360 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:37,910-Speed 3337.03 samples/sec Loss 1.5397 LearningRate 0.0217 Epoch: 10 Global Step: 178370 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:40,979-Speed 3336.51 samples/sec Loss 1.5710 LearningRate 0.0217 Epoch: 10 Global Step: 178380 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:44,047-Speed 3338.46 samples/sec Loss 1.5441 LearningRate 0.0217 Epoch: 10 Global Step: 178390 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:07:47,117-Speed 3336.17 samples/sec Loss 1.5800 LearningRate 0.0217 Epoch: 10 Global Step: 178400 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:07:50,207-Speed 3315.32 samples/sec Loss 1.5987 LearningRate 0.0217 Epoch: 10 Global Step: 178410 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:07:53,286-Speed 3326.52 samples/sec Loss 1.5858 LearningRate 0.0217 Epoch: 10 Global Step: 178420 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:07:56,374-Speed 3316.95 samples/sec Loss 1.6486 LearningRate 0.0217 Epoch: 10 Global Step: 178430 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:07:59,446-Speed 3334.28 samples/sec Loss 1.5666 LearningRate 0.0217 Epoch: 10 Global Step: 178440 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:02,516-Speed 3335.90 samples/sec Loss 1.5639 LearningRate 0.0217 Epoch: 10 Global Step: 178450 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:05,649-Speed 3269.58 samples/sec Loss 1.5784 LearningRate 0.0217 Epoch: 10 Global Step: 178460 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:08,838-Speed 3211.44 samples/sec Loss 1.5304 LearningRate 0.0217 Epoch: 10 Global Step: 178470 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:12,026-Speed 3213.14 samples/sec Loss 1.5348 LearningRate 0.0217 Epoch: 10 Global Step: 178480 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:15,174-Speed 3253.58 samples/sec Loss 1.5579 LearningRate 0.0217 Epoch: 10 Global Step: 178490 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:18,244-Speed 3335.82 samples/sec Loss 1.5665 LearningRate 0.0216 Epoch: 10 Global Step: 178500 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:08:21,320-Speed 3330.35 samples/sec Loss 1.5752 LearningRate 0.0216 Epoch: 10 Global Step: 178510 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:08:24,429-Speed 3294.08 samples/sec Loss 1.5635 LearningRate 0.0216 Epoch: 10 Global Step: 178520 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:08:27,545-Speed 3287.34 samples/sec Loss 1.5904 LearningRate 0.0216 Epoch: 10 Global Step: 178530 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:08:30,705-Speed 3241.27 samples/sec Loss 1.5154 LearningRate 0.0216 Epoch: 10 Global Step: 178540 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:08:33,783-Speed 3327.51 samples/sec Loss 1.5644 LearningRate 0.0216 Epoch: 10 Global Step: 178550 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:08:36,844-Speed 3345.75 samples/sec Loss 1.5761 LearningRate 0.0216 Epoch: 10 Global Step: 178560 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:39,921-Speed 3328.79 samples/sec Loss 1.6104 LearningRate 0.0216 Epoch: 10 Global Step: 178570 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:42,994-Speed 3333.65 samples/sec Loss 1.5127 LearningRate 0.0216 Epoch: 10 Global Step: 178580 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:46,128-Speed 3267.96 samples/sec Loss 1.5582 LearningRate 0.0216 Epoch: 10 Global Step: 178590 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:49,229-Speed 3302.65 samples/sec Loss 1.5639 LearningRate 0.0216 Epoch: 10 Global Step: 178600 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:52,335-Speed 3298.65 samples/sec Loss 1.5951 LearningRate 0.0216 Epoch: 10 Global Step: 178610 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:55,407-Speed 3333.34 samples/sec Loss 1.5960 LearningRate 0.0216 Epoch: 10 Global Step: 178620 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:08:58,540-Speed 3269.84 samples/sec Loss 1.6294 LearningRate 0.0216 Epoch: 10 Global Step: 178630 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:01,678-Speed 3263.89 samples/sec Loss 1.6668 LearningRate 0.0216 Epoch: 10 Global Step: 178640 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:04,910-Speed 3169.12 samples/sec Loss 1.5789 LearningRate 0.0216 Epoch: 10 Global Step: 178650 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:07,999-Speed 3314.73 samples/sec Loss 1.5223 LearningRate 0.0216 Epoch: 10 Global Step: 178660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:09:11,065-Speed 3340.77 samples/sec Loss 1.5770 LearningRate 0.0216 Epoch: 10 Global Step: 178670 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:14,124-Speed 3348.17 samples/sec Loss 1.5694 LearningRate 0.0216 Epoch: 10 Global Step: 178680 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:17,207-Speed 3322.27 samples/sec Loss 1.4979 LearningRate 0.0216 Epoch: 10 Global Step: 178690 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:20,299-Speed 3313.65 samples/sec Loss 1.6132 LearningRate 0.0216 Epoch: 10 Global Step: 178700 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:23,416-Speed 3285.47 samples/sec Loss 1.5426 LearningRate 0.0216 Epoch: 10 Global Step: 178710 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:26,592-Speed 3225.47 samples/sec Loss 1.5866 LearningRate 0.0216 Epoch: 10 Global Step: 178720 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:29,665-Speed 3332.61 samples/sec Loss 1.5315 LearningRate 0.0216 Epoch: 10 Global Step: 178730 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:32,743-Speed 3326.86 samples/sec Loss 1.5451 LearningRate 0.0216 Epoch: 10 Global Step: 178740 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:35,830-Speed 3317.73 samples/sec Loss 1.5747 LearningRate 0.0216 Epoch: 10 Global Step: 178750 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:38,976-Speed 3255.84 samples/sec Loss 1.5618 LearningRate 0.0216 Epoch: 10 Global Step: 178760 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:42,101-Speed 3278.14 samples/sec Loss 1.5766 LearningRate 0.0216 Epoch: 10 Global Step: 178770 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:09:45,257-Speed 3244.89 samples/sec Loss 1.5910 LearningRate 0.0216 Epoch: 10 Global Step: 178780 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:48,446-Speed 3212.34 samples/sec Loss 1.5452 LearningRate 0.0216 Epoch: 10 Global Step: 178790 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:51,527-Speed 3323.84 samples/sec Loss 1.5130 LearningRate 0.0216 Epoch: 10 Global Step: 178800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:54,622-Speed 3309.83 samples/sec Loss 1.5622 LearningRate 0.0216 Epoch: 10 Global Step: 178810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:09:57,721-Speed 3304.67 samples/sec Loss 1.5832 LearningRate 0.0216 Epoch: 10 Global Step: 178820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:00,873-Speed 3249.18 samples/sec Loss 1.5583 LearningRate 0.0216 Epoch: 10 Global Step: 178830 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:03,968-Speed 3310.10 samples/sec Loss 1.5520 LearningRate 0.0216 Epoch: 10 Global Step: 178840 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:07,054-Speed 3318.52 samples/sec Loss 1.6044 LearningRate 0.0216 Epoch: 10 Global Step: 178850 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:10,147-Speed 3311.37 samples/sec Loss 1.5605 LearningRate 0.0215 Epoch: 10 Global Step: 178860 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:13,234-Speed 3318.86 samples/sec Loss 1.5979 LearningRate 0.0215 Epoch: 10 Global Step: 178870 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:16,360-Speed 3276.05 samples/sec Loss 1.5723 LearningRate 0.0215 Epoch: 10 Global Step: 178880 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:10:19,541-Speed 3219.92 samples/sec Loss 1.6090 LearningRate 0.0215 Epoch: 10 Global Step: 178890 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:10:22,620-Speed 3326.77 samples/sec Loss 1.5614 LearningRate 0.0215 Epoch: 10 Global Step: 178900 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:10:25,728-Speed 3296.00 samples/sec Loss 1.5831 LearningRate 0.0215 Epoch: 10 Global Step: 178910 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:10:28,812-Speed 3320.74 samples/sec Loss 1.5308 LearningRate 0.0215 Epoch: 10 Global Step: 178920 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:10:31,929-Speed 3285.72 samples/sec Loss 1.5963 LearningRate 0.0215 Epoch: 10 Global Step: 178930 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:10:35,020-Speed 3313.71 samples/sec Loss 1.5841 LearningRate 0.0215 Epoch: 10 Global Step: 178940 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:10:38,131-Speed 3293.22 samples/sec Loss 1.5722 LearningRate 0.0215 Epoch: 10 Global Step: 178950 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:41,262-Speed 3271.38 samples/sec Loss 1.6445 LearningRate 0.0215 Epoch: 10 Global Step: 178960 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:44,338-Speed 3329.58 samples/sec Loss 1.6337 LearningRate 0.0215 Epoch: 10 Global Step: 178970 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:47,428-Speed 3314.65 samples/sec Loss 1.5413 LearningRate 0.0215 Epoch: 10 Global Step: 178980 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:50,516-Speed 3317.14 samples/sec Loss 1.5452 LearningRate 0.0215 Epoch: 10 Global Step: 178990 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:53,609-Speed 3311.18 samples/sec Loss 1.6101 LearningRate 0.0215 Epoch: 10 Global Step: 179000 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:56,699-Speed 3314.59 samples/sec Loss 1.5816 LearningRate 0.0215 Epoch: 10 Global Step: 179010 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:10:59,786-Speed 3317.34 samples/sec Loss 1.6072 LearningRate 0.0215 Epoch: 10 Global Step: 179020 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:02,942-Speed 3245.93 samples/sec Loss 1.5759 LearningRate 0.0215 Epoch: 10 Global Step: 179030 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:06,063-Speed 3282.01 samples/sec Loss 1.5941 LearningRate 0.0215 Epoch: 10 Global Step: 179040 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:09,161-Speed 3306.34 samples/sec Loss 1.5420 LearningRate 0.0215 Epoch: 10 Global Step: 179050 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:11:12,240-Speed 3326.57 samples/sec Loss 1.5817 LearningRate 0.0215 Epoch: 10 Global Step: 179060 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:11:15,303-Speed 3343.83 samples/sec Loss 1.5458 LearningRate 0.0215 Epoch: 10 Global Step: 179070 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:18,401-Speed 3305.38 samples/sec Loss 1.6092 LearningRate 0.0215 Epoch: 10 Global Step: 179080 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:21,489-Speed 3317.66 samples/sec Loss 1.5718 LearningRate 0.0215 Epoch: 10 Global Step: 179090 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:24,578-Speed 3315.70 samples/sec Loss 1.5513 LearningRate 0.0215 Epoch: 10 Global Step: 179100 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:27,658-Speed 3325.24 samples/sec Loss 1.5667 LearningRate 0.0215 Epoch: 10 Global Step: 179110 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:30,771-Speed 3289.80 samples/sec Loss 1.5923 LearningRate 0.0215 Epoch: 10 Global Step: 179120 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:33,875-Speed 3300.04 samples/sec Loss 1.5297 LearningRate 0.0215 Epoch: 10 Global Step: 179130 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:37,047-Speed 3228.92 samples/sec Loss 1.6234 LearningRate 0.0215 Epoch: 10 Global Step: 179140 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:40,177-Speed 3272.55 samples/sec Loss 1.6121 LearningRate 0.0215 Epoch: 10 Global Step: 179150 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:43,312-Speed 3266.86 samples/sec Loss 1.6216 LearningRate 0.0215 Epoch: 10 Global Step: 179160 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:11:46,389-Speed 3329.09 samples/sec Loss 1.5516 LearningRate 0.0215 Epoch: 10 Global Step: 179170 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:11:49,538-Speed 3252.76 samples/sec Loss 1.5847 LearningRate 0.0215 Epoch: 10 Global Step: 179180 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:11:52,654-Speed 3286.25 samples/sec Loss 1.5377 LearningRate 0.0215 Epoch: 10 Global Step: 179190 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:11:55,732-Speed 3327.42 samples/sec Loss 1.6354 LearningRate 0.0215 Epoch: 10 Global Step: 179200 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:11:58,829-Speed 3306.95 samples/sec Loss 1.6099 LearningRate 0.0215 Epoch: 10 Global Step: 179210 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:01,983-Speed 3248.05 samples/sec Loss 1.6111 LearningRate 0.0214 Epoch: 10 Global Step: 179220 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:05,062-Speed 3326.33 samples/sec Loss 1.5547 LearningRate 0.0214 Epoch: 10 Global Step: 179230 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:08,143-Speed 3324.76 samples/sec Loss 1.5681 LearningRate 0.0214 Epoch: 10 Global Step: 179240 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:11,243-Speed 3303.86 samples/sec Loss 1.5032 LearningRate 0.0214 Epoch: 10 Global Step: 179250 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:14,420-Speed 3223.90 samples/sec Loss 1.5758 LearningRate 0.0214 Epoch: 10 Global Step: 179260 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:17,516-Speed 3308.86 samples/sec Loss 1.5278 LearningRate 0.0214 Epoch: 10 Global Step: 179270 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:12:20,585-Speed 3337.06 samples/sec Loss 1.5298 LearningRate 0.0214 Epoch: 10 Global Step: 179280 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:23,665-Speed 3325.40 samples/sec Loss 1.5829 LearningRate 0.0214 Epoch: 10 Global Step: 179290 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:26,749-Speed 3321.45 samples/sec Loss 1.5564 LearningRate 0.0214 Epoch: 10 Global Step: 179300 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:29,826-Speed 3328.76 samples/sec Loss 1.5527 LearningRate 0.0214 Epoch: 10 Global Step: 179310 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:32,923-Speed 3307.85 samples/sec Loss 1.5486 LearningRate 0.0214 Epoch: 10 Global Step: 179320 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:36,010-Speed 3317.68 samples/sec Loss 1.5608 LearningRate 0.0214 Epoch: 10 Global Step: 179330 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:39,091-Speed 3324.61 samples/sec Loss 1.6043 LearningRate 0.0214 Epoch: 10 Global Step: 179340 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:42,257-Speed 3235.11 samples/sec Loss 1.5962 LearningRate 0.0214 Epoch: 10 Global Step: 179350 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:45,366-Speed 3294.01 samples/sec Loss 1.5373 LearningRate 0.0214 Epoch: 10 Global Step: 179360 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:48,451-Speed 3320.75 samples/sec Loss 1.5562 LearningRate 0.0214 Epoch: 10 Global Step: 179370 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:12:51,531-Speed 3325.45 samples/sec Loss 1.6318 LearningRate 0.0214 Epoch: 10 Global Step: 179380 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:54,613-Speed 3322.82 samples/sec Loss 1.5915 LearningRate 0.0214 Epoch: 10 Global Step: 179390 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:12:57,699-Speed 3319.68 samples/sec Loss 1.6324 LearningRate 0.0214 Epoch: 10 Global Step: 179400 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:00,776-Speed 3328.43 samples/sec Loss 1.6212 LearningRate 0.0214 Epoch: 10 Global Step: 179410 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:03,923-Speed 3254.61 samples/sec Loss 1.6362 LearningRate 0.0214 Epoch: 10 Global Step: 179420 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:07,080-Speed 3244.20 samples/sec Loss 1.6025 LearningRate 0.0214 Epoch: 10 Global Step: 179430 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:10,166-Speed 3319.22 samples/sec Loss 1.5863 LearningRate 0.0214 Epoch: 10 Global Step: 179440 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:13,258-Speed 3312.40 samples/sec Loss 1.5430 LearningRate 0.0214 Epoch: 10 Global Step: 179450 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:16,342-Speed 3320.99 samples/sec Loss 1.5708 LearningRate 0.0214 Epoch: 10 Global Step: 179460 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:19,437-Speed 3309.32 samples/sec Loss 1.5610 LearningRate 0.0214 Epoch: 10 Global Step: 179470 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:22,522-Speed 3319.80 samples/sec Loss 1.5310 LearningRate 0.0214 Epoch: 10 Global Step: 179480 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:25,606-Speed 3321.33 samples/sec Loss 1.5839 LearningRate 0.0214 Epoch: 10 Global Step: 179490 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:28,743-Speed 3265.55 samples/sec Loss 1.5282 LearningRate 0.0214 Epoch: 10 Global Step: 179500 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:31,825-Speed 3323.32 samples/sec Loss 1.5514 LearningRate 0.0214 Epoch: 10 Global Step: 179510 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:34,906-Speed 3323.77 samples/sec Loss 1.6451 LearningRate 0.0214 Epoch: 10 Global Step: 179520 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:38,001-Speed 3310.31 samples/sec Loss 1.6355 LearningRate 0.0214 Epoch: 10 Global Step: 179530 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:41,121-Speed 3282.27 samples/sec Loss 1.6002 LearningRate 0.0214 Epoch: 10 Global Step: 179540 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:44,210-Speed 3315.74 samples/sec Loss 1.5659 LearningRate 0.0214 Epoch: 10 Global Step: 179550 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:47,297-Speed 3317.42 samples/sec Loss 1.5139 LearningRate 0.0214 Epoch: 10 Global Step: 179560 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:50,395-Speed 3306.52 samples/sec Loss 1.5785 LearningRate 0.0214 Epoch: 10 Global Step: 179570 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:53,508-Speed 3290.63 samples/sec Loss 1.5398 LearningRate 0.0213 Epoch: 10 Global Step: 179580 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:56,619-Speed 3292.13 samples/sec Loss 1.5530 LearningRate 0.0213 Epoch: 10 Global Step: 179590 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:13:59,694-Speed 3330.30 samples/sec Loss 1.5474 LearningRate 0.0213 Epoch: 10 Global Step: 179600 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:02,806-Speed 3291.88 samples/sec Loss 1.5666 LearningRate 0.0213 Epoch: 10 Global Step: 179610 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:05,885-Speed 3326.55 samples/sec Loss 1.6058 LearningRate 0.0213 Epoch: 10 Global Step: 179620 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:09,034-Speed 3252.66 samples/sec Loss 1.6069 LearningRate 0.0213 Epoch: 10 Global Step: 179630 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:12,164-Speed 3272.75 samples/sec Loss 1.5818 LearningRate 0.0213 Epoch: 10 Global Step: 179640 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:15,327-Speed 3237.28 samples/sec Loss 1.6006 LearningRate 0.0213 Epoch: 10 Global Step: 179650 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:18,439-Speed 3291.97 samples/sec Loss 1.5925 LearningRate 0.0213 Epoch: 10 Global Step: 179660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:21,541-Speed 3302.32 samples/sec Loss 1.6372 LearningRate 0.0213 Epoch: 10 Global Step: 179670 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:24,651-Speed 3292.82 samples/sec Loss 1.6395 LearningRate 0.0213 Epoch: 10 Global Step: 179680 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:27,743-Speed 3312.70 samples/sec Loss 1.6039 LearningRate 0.0213 Epoch: 10 Global Step: 179690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:30,835-Speed 3312.77 samples/sec Loss 1.6146 LearningRate 0.0213 Epoch: 10 Global Step: 179700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:33,914-Speed 3326.40 samples/sec Loss 1.5494 LearningRate 0.0213 Epoch: 10 Global Step: 179710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:36,996-Speed 3322.76 samples/sec Loss 1.5798 LearningRate 0.0213 Epoch: 10 Global Step: 179720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:40,088-Speed 3312.77 samples/sec Loss 1.6067 LearningRate 0.0213 Epoch: 10 Global Step: 179730 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:43,171-Speed 3323.06 samples/sec Loss 1.6197 LearningRate 0.0213 Epoch: 10 Global Step: 179740 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:46,248-Speed 3327.80 samples/sec Loss 1.5775 LearningRate 0.0213 Epoch: 10 Global Step: 179750 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:49,334-Speed 3319.33 samples/sec Loss 1.5555 LearningRate 0.0213 Epoch: 10 Global Step: 179760 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:52,425-Speed 3313.88 samples/sec Loss 1.5625 LearningRate 0.0213 Epoch: 10 Global Step: 179770 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:55,481-Speed 3350.86 samples/sec Loss 1.6516 LearningRate 0.0213 Epoch: 10 Global Step: 179780 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:14:58,573-Speed 3313.05 samples/sec Loss 1.6067 LearningRate 0.0213 Epoch: 10 Global Step: 179790 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:01,662-Speed 3315.36 samples/sec Loss 1.6071 LearningRate 0.0213 Epoch: 10 Global Step: 179800 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:04,770-Speed 3295.49 samples/sec Loss 1.6536 LearningRate 0.0213 Epoch: 10 Global Step: 179810 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:07,933-Speed 3237.48 samples/sec Loss 1.5675 LearningRate 0.0213 Epoch: 10 Global Step: 179820 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:11,108-Speed 3227.11 samples/sec Loss 1.5978 LearningRate 0.0213 Epoch: 10 Global Step: 179830 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:14,240-Speed 3269.80 samples/sec Loss 1.5720 LearningRate 0.0213 Epoch: 10 Global Step: 179840 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:17,328-Speed 3317.20 samples/sec Loss 1.6114 LearningRate 0.0213 Epoch: 10 Global Step: 179850 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:20,406-Speed 3327.16 samples/sec Loss 1.5358 LearningRate 0.0213 Epoch: 10 Global Step: 179860 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:23,481-Speed 3330.62 samples/sec Loss 1.6234 LearningRate 0.0213 Epoch: 10 Global Step: 179870 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:26,551-Speed 3337.05 samples/sec Loss 1.6443 LearningRate 0.0213 Epoch: 10 Global Step: 179880 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:29,794-Speed 3157.84 samples/sec Loss 1.5528 LearningRate 0.0213 Epoch: 10 Global Step: 179890 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:32,918-Speed 3278.70 samples/sec Loss 1.5469 LearningRate 0.0213 Epoch: 10 Global Step: 179900 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:15:36,055-Speed 3264.86 samples/sec Loss 1.5948 LearningRate 0.0213 Epoch: 10 Global Step: 179910 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:15:39,207-Speed 3249.99 samples/sec Loss 1.5780 LearningRate 0.0213 Epoch: 10 Global Step: 179920 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:15:42,357-Speed 3251.23 samples/sec Loss 1.5817 LearningRate 0.0213 Epoch: 10 Global Step: 179930 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:15:45,515-Speed 3242.74 samples/sec Loss 1.5682 LearningRate 0.0212 Epoch: 10 Global Step: 179940 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:15:48,610-Speed 3310.42 samples/sec Loss 1.6195 LearningRate 0.0212 Epoch: 10 Global Step: 179950 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:15:51,692-Speed 3322.44 samples/sec Loss 1.5945 LearningRate 0.0212 Epoch: 10 Global Step: 179960 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:15:54,830-Speed 3263.97 samples/sec Loss 1.5886 LearningRate 0.0212 Epoch: 10 Global Step: 179970 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:15:57,934-Speed 3299.89 samples/sec Loss 1.5800 LearningRate 0.0212 Epoch: 10 Global Step: 179980 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:16:01,049-Speed 3287.58 samples/sec Loss 1.6128 LearningRate 0.0212 Epoch: 10 Global Step: 179990 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:16:04,140-Speed 3314.33 samples/sec Loss 1.6199 LearningRate 0.0212 Epoch: 10 Global Step: 180000 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:16:47,675-[lfw][180000]XNorm: 21.936092 Training: 2022-04-11 18:16:47,675-[lfw][180000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-11 18:16:47,676-[lfw][180000]Accuracy-Highest: 0.99817 Training: 2022-04-11 18:17:38,136-[cfp_fp][180000]XNorm: 22.151719 Training: 2022-04-11 18:17:38,136-[cfp_fp][180000]Accuracy-Flip: 0.98914+-0.00448 Training: 2022-04-11 18:17:38,137-[cfp_fp][180000]Accuracy-Highest: 0.98971 Training: 2022-04-11 18:18:21,574-[agedb_30][180000]XNorm: 22.679250 Training: 2022-04-11 18:18:21,575-[agedb_30][180000]Accuracy-Flip: 0.98500+-0.00641 Training: 2022-04-11 18:18:21,575-[agedb_30][180000]Accuracy-Highest: 0.98500 Training: 2022-04-11 18:18:24,660-Speed 72.87 samples/sec Loss 1.5472 LearningRate 0.0212 Epoch: 10 Global Step: 180010 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:18:27,708-Speed 3360.22 samples/sec Loss 1.5789 LearningRate 0.0212 Epoch: 10 Global Step: 180020 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:30,860-Speed 3250.26 samples/sec Loss 1.5699 LearningRate 0.0212 Epoch: 10 Global Step: 180030 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:33,926-Speed 3340.42 samples/sec Loss 1.5549 LearningRate 0.0212 Epoch: 10 Global Step: 180040 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:36,995-Speed 3337.40 samples/sec Loss 1.6388 LearningRate 0.0212 Epoch: 10 Global Step: 180050 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:40,107-Speed 3290.65 samples/sec Loss 1.5978 LearningRate 0.0212 Epoch: 10 Global Step: 180060 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:43,173-Speed 3340.85 samples/sec Loss 1.6109 LearningRate 0.0212 Epoch: 10 Global Step: 180070 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:46,250-Speed 3328.87 samples/sec Loss 1.6383 LearningRate 0.0212 Epoch: 10 Global Step: 180080 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:49,339-Speed 3315.12 samples/sec Loss 1.5626 LearningRate 0.0212 Epoch: 10 Global Step: 180090 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:52,427-Speed 3317.69 samples/sec Loss 1.5597 LearningRate 0.0212 Epoch: 10 Global Step: 180100 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:55,542-Speed 3287.28 samples/sec Loss 1.5453 LearningRate 0.0212 Epoch: 10 Global Step: 180110 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:18:58,634-Speed 3313.03 samples/sec Loss 1.5759 LearningRate 0.0212 Epoch: 10 Global Step: 180120 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:01,731-Speed 3307.22 samples/sec Loss 1.5308 LearningRate 0.0212 Epoch: 10 Global Step: 180130 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:04,809-Speed 3328.22 samples/sec Loss 1.6303 LearningRate 0.0212 Epoch: 10 Global Step: 180140 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:07,884-Speed 3329.92 samples/sec Loss 1.5722 LearningRate 0.0212 Epoch: 10 Global Step: 180150 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:10,979-Speed 3309.27 samples/sec Loss 1.5118 LearningRate 0.0212 Epoch: 10 Global Step: 180160 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:14,066-Speed 3317.62 samples/sec Loss 1.6186 LearningRate 0.0212 Epoch: 10 Global Step: 180170 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:17,158-Speed 3313.77 samples/sec Loss 1.5644 LearningRate 0.0212 Epoch: 10 Global Step: 180180 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:20,230-Speed 3334.43 samples/sec Loss 1.5851 LearningRate 0.0212 Epoch: 10 Global Step: 180190 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:23,328-Speed 3306.16 samples/sec Loss 1.5912 LearningRate 0.0212 Epoch: 10 Global Step: 180200 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:26,411-Speed 3321.32 samples/sec Loss 1.5302 LearningRate 0.0212 Epoch: 10 Global Step: 180210 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:29,500-Speed 3316.44 samples/sec Loss 1.5489 LearningRate 0.0212 Epoch: 10 Global Step: 180220 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:32,588-Speed 3316.56 samples/sec Loss 1.5630 LearningRate 0.0212 Epoch: 10 Global Step: 180230 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:35,700-Speed 3291.35 samples/sec Loss 1.5682 LearningRate 0.0212 Epoch: 10 Global Step: 180240 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:38,794-Speed 3310.45 samples/sec Loss 1.5776 LearningRate 0.0212 Epoch: 10 Global Step: 180250 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:41,888-Speed 3309.97 samples/sec Loss 1.5383 LearningRate 0.0212 Epoch: 10 Global Step: 180260 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:44,985-Speed 3307.59 samples/sec Loss 1.5325 LearningRate 0.0212 Epoch: 10 Global Step: 180270 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:48,069-Speed 3320.73 samples/sec Loss 1.5980 LearningRate 0.0212 Epoch: 10 Global Step: 180280 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:19:51,150-Speed 3324.39 samples/sec Loss 1.5548 LearningRate 0.0212 Epoch: 10 Global Step: 180290 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:54,239-Speed 3316.20 samples/sec Loss 1.5786 LearningRate 0.0211 Epoch: 10 Global Step: 180300 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:19:57,336-Speed 3306.20 samples/sec Loss 1.6035 LearningRate 0.0211 Epoch: 10 Global Step: 180310 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:00,461-Speed 3277.86 samples/sec Loss 1.5981 LearningRate 0.0211 Epoch: 10 Global Step: 180320 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:03,554-Speed 3312.04 samples/sec Loss 1.5726 LearningRate 0.0211 Epoch: 10 Global Step: 180330 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:06,682-Speed 3274.61 samples/sec Loss 1.5483 LearningRate 0.0211 Epoch: 10 Global Step: 180340 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:09,774-Speed 3312.35 samples/sec Loss 1.5413 LearningRate 0.0211 Epoch: 10 Global Step: 180350 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:12,860-Speed 3318.90 samples/sec Loss 1.5364 LearningRate 0.0211 Epoch: 10 Global Step: 180360 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:15,938-Speed 3327.35 samples/sec Loss 1.5779 LearningRate 0.0211 Epoch: 10 Global Step: 180370 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:19,015-Speed 3329.02 samples/sec Loss 1.5582 LearningRate 0.0211 Epoch: 10 Global Step: 180380 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:22,090-Speed 3330.62 samples/sec Loss 1.5572 LearningRate 0.0211 Epoch: 10 Global Step: 180390 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:25,165-Speed 3331.28 samples/sec Loss 1.5575 LearningRate 0.0211 Epoch: 10 Global Step: 180400 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:20:28,232-Speed 3339.04 samples/sec Loss 1.5651 LearningRate 0.0211 Epoch: 10 Global Step: 180410 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:31,334-Speed 3302.54 samples/sec Loss 1.5849 LearningRate 0.0211 Epoch: 10 Global Step: 180420 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:34,436-Speed 3302.07 samples/sec Loss 1.5252 LearningRate 0.0211 Epoch: 10 Global Step: 180430 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:37,519-Speed 3321.64 samples/sec Loss 1.5677 LearningRate 0.0211 Epoch: 10 Global Step: 180440 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:40,628-Speed 3294.19 samples/sec Loss 1.5729 LearningRate 0.0211 Epoch: 10 Global Step: 180450 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:43,786-Speed 3243.29 samples/sec Loss 1.6000 LearningRate 0.0211 Epoch: 10 Global Step: 180460 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:47,054-Speed 3135.02 samples/sec Loss 1.5493 LearningRate 0.0211 Epoch: 10 Global Step: 180470 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:50,135-Speed 3323.71 samples/sec Loss 1.6074 LearningRate 0.0211 Epoch: 10 Global Step: 180480 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:53,221-Speed 3318.86 samples/sec Loss 1.5774 LearningRate 0.0211 Epoch: 10 Global Step: 180490 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:56,343-Speed 3280.76 samples/sec Loss 1.5811 LearningRate 0.0211 Epoch: 10 Global Step: 180500 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:20:59,439-Speed 3308.68 samples/sec Loss 1.6100 LearningRate 0.0211 Epoch: 10 Global Step: 180510 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:02,586-Speed 3254.25 samples/sec Loss 1.6538 LearningRate 0.0211 Epoch: 10 Global Step: 180520 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:05,675-Speed 3317.12 samples/sec Loss 1.5001 LearningRate 0.0211 Epoch: 10 Global Step: 180530 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:08,857-Speed 3218.28 samples/sec Loss 1.5556 LearningRate 0.0211 Epoch: 10 Global Step: 180540 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:11,947-Speed 3314.67 samples/sec Loss 1.5351 LearningRate 0.0211 Epoch: 10 Global Step: 180550 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:15,063-Speed 3286.90 samples/sec Loss 1.5582 LearningRate 0.0211 Epoch: 10 Global Step: 180560 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:18,179-Speed 3287.38 samples/sec Loss 1.6053 LearningRate 0.0211 Epoch: 10 Global Step: 180570 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:21,264-Speed 3319.63 samples/sec Loss 1.6186 LearningRate 0.0211 Epoch: 10 Global Step: 180580 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:24,392-Speed 3274.12 samples/sec Loss 1.6027 LearningRate 0.0211 Epoch: 10 Global Step: 180590 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:27,476-Speed 3320.57 samples/sec Loss 1.4958 LearningRate 0.0211 Epoch: 10 Global Step: 180600 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:30,556-Speed 3326.61 samples/sec Loss 1.5418 LearningRate 0.0211 Epoch: 10 Global Step: 180610 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:33,738-Speed 3218.14 samples/sec Loss 1.6080 LearningRate 0.0211 Epoch: 10 Global Step: 180620 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:36,845-Speed 3297.35 samples/sec Loss 1.5426 LearningRate 0.0211 Epoch: 10 Global Step: 180630 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:39,961-Speed 3286.45 samples/sec Loss 1.5662 LearningRate 0.0211 Epoch: 10 Global Step: 180640 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:43,052-Speed 3314.28 samples/sec Loss 1.5876 LearningRate 0.0211 Epoch: 10 Global Step: 180650 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:21:46,135-Speed 3321.07 samples/sec Loss 1.6297 LearningRate 0.0211 Epoch: 10 Global Step: 180660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:49,227-Speed 3313.13 samples/sec Loss 1.5973 LearningRate 0.0210 Epoch: 10 Global Step: 180670 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:52,426-Speed 3201.88 samples/sec Loss 1.5650 LearningRate 0.0210 Epoch: 10 Global Step: 180680 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:55,520-Speed 3310.12 samples/sec Loss 1.5759 LearningRate 0.0210 Epoch: 10 Global Step: 180690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:21:58,605-Speed 3321.61 samples/sec Loss 1.5586 LearningRate 0.0210 Epoch: 10 Global Step: 180700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:01,752-Speed 3254.71 samples/sec Loss 1.6095 LearningRate 0.0210 Epoch: 10 Global Step: 180710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:04,880-Speed 3273.88 samples/sec Loss 1.5801 LearningRate 0.0210 Epoch: 10 Global Step: 180720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:07,961-Speed 3324.99 samples/sec Loss 1.6086 LearningRate 0.0210 Epoch: 10 Global Step: 180730 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:11,082-Speed 3281.53 samples/sec Loss 1.6148 LearningRate 0.0210 Epoch: 10 Global Step: 180740 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:14,160-Speed 3327.13 samples/sec Loss 1.5201 LearningRate 0.0210 Epoch: 10 Global Step: 180750 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:17,236-Speed 3329.91 samples/sec Loss 1.5662 LearningRate 0.0210 Epoch: 10 Global Step: 180760 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:20,337-Speed 3303.15 samples/sec Loss 1.5688 LearningRate 0.0210 Epoch: 10 Global Step: 180770 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:23,439-Speed 3301.44 samples/sec Loss 1.5892 LearningRate 0.0210 Epoch: 10 Global Step: 180780 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:26,588-Speed 3253.45 samples/sec Loss 1.5816 LearningRate 0.0210 Epoch: 10 Global Step: 180790 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:29,691-Speed 3300.55 samples/sec Loss 1.5774 LearningRate 0.0210 Epoch: 10 Global Step: 180800 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:32,815-Speed 3278.87 samples/sec Loss 1.5764 LearningRate 0.0210 Epoch: 10 Global Step: 180810 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:35,894-Speed 3326.32 samples/sec Loss 1.5594 LearningRate 0.0210 Epoch: 10 Global Step: 180820 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:38,987-Speed 3311.07 samples/sec Loss 1.5235 LearningRate 0.0210 Epoch: 10 Global Step: 180830 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:42,067-Speed 3325.95 samples/sec Loss 1.6044 LearningRate 0.0210 Epoch: 10 Global Step: 180840 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:22:45,182-Speed 3287.94 samples/sec Loss 1.5400 LearningRate 0.0210 Epoch: 10 Global Step: 180850 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:22:48,355-Speed 3227.85 samples/sec Loss 1.5469 LearningRate 0.0210 Epoch: 10 Global Step: 180860 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:22:51,446-Speed 3313.94 samples/sec Loss 1.5625 LearningRate 0.0210 Epoch: 10 Global Step: 180870 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:22:54,533-Speed 3317.89 samples/sec Loss 1.6074 LearningRate 0.0210 Epoch: 10 Global Step: 180880 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:22:57,609-Speed 3329.49 samples/sec Loss 1.6271 LearningRate 0.0210 Epoch: 10 Global Step: 180890 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:23:00,691-Speed 3323.64 samples/sec Loss 1.5686 LearningRate 0.0210 Epoch: 10 Global Step: 180900 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:23:03,774-Speed 3322.47 samples/sec Loss 1.5352 LearningRate 0.0210 Epoch: 10 Global Step: 180910 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:23:06,859-Speed 3320.01 samples/sec Loss 1.6221 LearningRate 0.0210 Epoch: 10 Global Step: 180920 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:23:09,947-Speed 3317.07 samples/sec Loss 1.6060 LearningRate 0.0210 Epoch: 10 Global Step: 180930 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:23:13,057-Speed 3293.22 samples/sec Loss 1.5971 LearningRate 0.0210 Epoch: 10 Global Step: 180940 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:23:16,142-Speed 3319.33 samples/sec Loss 1.5759 LearningRate 0.0210 Epoch: 10 Global Step: 180950 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:19,238-Speed 3308.09 samples/sec Loss 1.6331 LearningRate 0.0210 Epoch: 10 Global Step: 180960 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:22,319-Speed 3324.80 samples/sec Loss 1.5668 LearningRate 0.0210 Epoch: 10 Global Step: 180970 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:25,398-Speed 3327.26 samples/sec Loss 1.6105 LearningRate 0.0210 Epoch: 10 Global Step: 180980 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:28,494-Speed 3307.68 samples/sec Loss 1.5820 LearningRate 0.0210 Epoch: 10 Global Step: 180990 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:31,570-Speed 3330.41 samples/sec Loss 1.6305 LearningRate 0.0210 Epoch: 10 Global Step: 181000 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:34,652-Speed 3323.03 samples/sec Loss 1.5774 LearningRate 0.0210 Epoch: 10 Global Step: 181010 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:37,734-Speed 3322.97 samples/sec Loss 1.5816 LearningRate 0.0210 Epoch: 10 Global Step: 181020 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:40,913-Speed 3222.08 samples/sec Loss 1.5614 LearningRate 0.0209 Epoch: 10 Global Step: 181030 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:44,052-Speed 3262.70 samples/sec Loss 1.6269 LearningRate 0.0209 Epoch: 10 Global Step: 181040 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:47,196-Speed 3257.44 samples/sec Loss 1.5759 LearningRate 0.0209 Epoch: 10 Global Step: 181050 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:23:50,280-Speed 3321.33 samples/sec Loss 1.5419 LearningRate 0.0209 Epoch: 10 Global Step: 181060 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:53,358-Speed 3328.45 samples/sec Loss 1.5950 LearningRate 0.0209 Epoch: 10 Global Step: 181070 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:56,443-Speed 3319.14 samples/sec Loss 1.5845 LearningRate 0.0209 Epoch: 10 Global Step: 181080 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:23:59,527-Speed 3321.84 samples/sec Loss 1.5434 LearningRate 0.0209 Epoch: 10 Global Step: 181090 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:24:02,629-Speed 3301.28 samples/sec Loss 1.5488 LearningRate 0.0209 Epoch: 10 Global Step: 181100 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:05,742-Speed 3290.35 samples/sec Loss 1.5907 LearningRate 0.0209 Epoch: 10 Global Step: 181110 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:08,870-Speed 3274.91 samples/sec Loss 1.5828 LearningRate 0.0209 Epoch: 10 Global Step: 181120 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:12,010-Speed 3261.71 samples/sec Loss 1.5290 LearningRate 0.0209 Epoch: 10 Global Step: 181130 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:15,127-Speed 3285.66 samples/sec Loss 1.5867 LearningRate 0.0209 Epoch: 10 Global Step: 181140 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:18,206-Speed 3327.25 samples/sec Loss 1.5936 LearningRate 0.0209 Epoch: 10 Global Step: 181150 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:21,288-Speed 3323.30 samples/sec Loss 1.5329 LearningRate 0.0209 Epoch: 10 Global Step: 181160 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:24,375-Speed 3317.95 samples/sec Loss 1.5744 LearningRate 0.0209 Epoch: 10 Global Step: 181170 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:27,515-Speed 3261.74 samples/sec Loss 1.4845 LearningRate 0.0209 Epoch: 10 Global Step: 181180 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:30,609-Speed 3310.15 samples/sec Loss 1.5361 LearningRate 0.0209 Epoch: 10 Global Step: 181190 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:33,717-Speed 3295.71 samples/sec Loss 1.5337 LearningRate 0.0209 Epoch: 10 Global Step: 181200 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:36,801-Speed 3320.83 samples/sec Loss 1.6130 LearningRate 0.0209 Epoch: 10 Global Step: 181210 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:39,917-Speed 3286.80 samples/sec Loss 1.6077 LearningRate 0.0209 Epoch: 10 Global Step: 181220 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:43,021-Speed 3299.84 samples/sec Loss 1.6306 LearningRate 0.0209 Epoch: 10 Global Step: 181230 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:24:46,174-Speed 3248.89 samples/sec Loss 1.5739 LearningRate 0.0209 Epoch: 10 Global Step: 181240 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:49,379-Speed 3195.70 samples/sec Loss 1.6336 LearningRate 0.0209 Epoch: 10 Global Step: 181250 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:52,462-Speed 3322.19 samples/sec Loss 1.5343 LearningRate 0.0209 Epoch: 10 Global Step: 181260 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:55,540-Speed 3327.66 samples/sec Loss 1.5627 LearningRate 0.0209 Epoch: 10 Global Step: 181270 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:24:58,615-Speed 3330.59 samples/sec Loss 1.5690 LearningRate 0.0209 Epoch: 10 Global Step: 181280 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:01,708-Speed 3311.68 samples/sec Loss 1.5165 LearningRate 0.0209 Epoch: 10 Global Step: 181290 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:04,784-Speed 3329.34 samples/sec Loss 1.5537 LearningRate 0.0209 Epoch: 10 Global Step: 181300 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:07,880-Speed 3308.35 samples/sec Loss 1.5870 LearningRate 0.0209 Epoch: 10 Global Step: 181310 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:10,957-Speed 3329.28 samples/sec Loss 1.5732 LearningRate 0.0209 Epoch: 10 Global Step: 181320 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:14,034-Speed 3328.93 samples/sec Loss 1.5502 LearningRate 0.0209 Epoch: 10 Global Step: 181330 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:17,114-Speed 3325.08 samples/sec Loss 1.5777 LearningRate 0.0209 Epoch: 10 Global Step: 181340 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:20,234-Speed 3282.26 samples/sec Loss 1.5743 LearningRate 0.0209 Epoch: 10 Global Step: 181350 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:23,430-Speed 3205.50 samples/sec Loss 1.6276 LearningRate 0.0209 Epoch: 10 Global Step: 181360 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:26,504-Speed 3331.48 samples/sec Loss 1.5434 LearningRate 0.0209 Epoch: 10 Global Step: 181370 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:29,583-Speed 3326.60 samples/sec Loss 1.5894 LearningRate 0.0209 Epoch: 10 Global Step: 181380 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:32,663-Speed 3324.96 samples/sec Loss 1.5547 LearningRate 0.0209 Epoch: 10 Global Step: 181390 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:35,801-Speed 3263.82 samples/sec Loss 1.5196 LearningRate 0.0208 Epoch: 10 Global Step: 181400 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:38,878-Speed 3329.70 samples/sec Loss 1.5953 LearningRate 0.0208 Epoch: 10 Global Step: 181410 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:25:41,944-Speed 3340.12 samples/sec Loss 1.5426 LearningRate 0.0208 Epoch: 10 Global Step: 181420 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:45,031-Speed 3318.55 samples/sec Loss 1.5693 LearningRate 0.0208 Epoch: 10 Global Step: 181430 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:48,129-Speed 3306.44 samples/sec Loss 1.5824 LearningRate 0.0208 Epoch: 10 Global Step: 181440 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:51,270-Speed 3260.06 samples/sec Loss 1.5747 LearningRate 0.0208 Epoch: 10 Global Step: 181450 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:54,351-Speed 3324.29 samples/sec Loss 1.5928 LearningRate 0.0208 Epoch: 10 Global Step: 181460 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:25:57,449-Speed 3306.57 samples/sec Loss 1.5042 LearningRate 0.0208 Epoch: 10 Global Step: 181470 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:00,528-Speed 3326.63 samples/sec Loss 1.5579 LearningRate 0.0208 Epoch: 10 Global Step: 181480 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:03,630-Speed 3301.32 samples/sec Loss 1.5209 LearningRate 0.0208 Epoch: 10 Global Step: 181490 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:06,709-Speed 3326.62 samples/sec Loss 1.6452 LearningRate 0.0208 Epoch: 10 Global Step: 181500 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:09,798-Speed 3315.58 samples/sec Loss 1.5744 LearningRate 0.0208 Epoch: 10 Global Step: 181510 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:12,932-Speed 3268.82 samples/sec Loss 1.5165 LearningRate 0.0208 Epoch: 10 Global Step: 181520 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:26:16,066-Speed 3267.94 samples/sec Loss 1.5836 LearningRate 0.0208 Epoch: 10 Global Step: 181530 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:26:19,151-Speed 3320.28 samples/sec Loss 1.5858 LearningRate 0.0208 Epoch: 10 Global Step: 181540 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:26:22,238-Speed 3317.01 samples/sec Loss 1.5723 LearningRate 0.0208 Epoch: 10 Global Step: 181550 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:26:25,352-Speed 3289.65 samples/sec Loss 1.5364 LearningRate 0.0208 Epoch: 10 Global Step: 181560 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:28,450-Speed 3305.85 samples/sec Loss 1.5654 LearningRate 0.0208 Epoch: 10 Global Step: 181570 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:31,587-Speed 3265.56 samples/sec Loss 1.5374 LearningRate 0.0208 Epoch: 10 Global Step: 181580 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:34,683-Speed 3308.85 samples/sec Loss 1.6000 LearningRate 0.0208 Epoch: 10 Global Step: 181590 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:37,807-Speed 3277.77 samples/sec Loss 1.6113 LearningRate 0.0208 Epoch: 10 Global Step: 181600 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:40,943-Speed 3266.29 samples/sec Loss 1.5316 LearningRate 0.0208 Epoch: 10 Global Step: 181610 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:44,075-Speed 3270.21 samples/sec Loss 1.5353 LearningRate 0.0208 Epoch: 10 Global Step: 181620 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:47,172-Speed 3307.49 samples/sec Loss 1.5163 LearningRate 0.0208 Epoch: 10 Global Step: 181630 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:50,281-Speed 3294.08 samples/sec Loss 1.5318 LearningRate 0.0208 Epoch: 10 Global Step: 181640 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:53,364-Speed 3322.35 samples/sec Loss 1.5367 LearningRate 0.0208 Epoch: 10 Global Step: 181650 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:26:56,448-Speed 3321.04 samples/sec Loss 1.5906 LearningRate 0.0208 Epoch: 10 Global Step: 181660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:26:59,596-Speed 3253.52 samples/sec Loss 1.6051 LearningRate 0.0208 Epoch: 10 Global Step: 181670 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:02,834-Speed 3163.00 samples/sec Loss 1.6088 LearningRate 0.0208 Epoch: 10 Global Step: 181680 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:05,931-Speed 3307.40 samples/sec Loss 1.5585 LearningRate 0.0208 Epoch: 10 Global Step: 181690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:09,025-Speed 3310.31 samples/sec Loss 1.5720 LearningRate 0.0208 Epoch: 10 Global Step: 181700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:12,111-Speed 3318.72 samples/sec Loss 1.5373 LearningRate 0.0208 Epoch: 10 Global Step: 181710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:16,000-Speed 2633.96 samples/sec Loss 1.5240 LearningRate 0.0208 Epoch: 10 Global Step: 181720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:19,087-Speed 3317.37 samples/sec Loss 1.5843 LearningRate 0.0208 Epoch: 10 Global Step: 181730 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:22,163-Speed 3329.75 samples/sec Loss 1.5804 LearningRate 0.0208 Epoch: 10 Global Step: 181740 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:25,235-Speed 3334.49 samples/sec Loss 1.6149 LearningRate 0.0208 Epoch: 10 Global Step: 181750 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:28,346-Speed 3292.51 samples/sec Loss 1.5826 LearningRate 0.0207 Epoch: 10 Global Step: 181760 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:31,436-Speed 3314.41 samples/sec Loss 1.6248 LearningRate 0.0207 Epoch: 10 Global Step: 181770 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:34,523-Speed 3318.11 samples/sec Loss 1.5880 LearningRate 0.0207 Epoch: 10 Global Step: 181780 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:37,653-Speed 3272.45 samples/sec Loss 1.5479 LearningRate 0.0207 Epoch: 10 Global Step: 181790 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:40,804-Speed 3250.50 samples/sec Loss 1.5757 LearningRate 0.0207 Epoch: 10 Global Step: 181800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:43,955-Speed 3250.15 samples/sec Loss 1.5658 LearningRate 0.0207 Epoch: 10 Global Step: 181810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:47,058-Speed 3301.06 samples/sec Loss 1.5225 LearningRate 0.0207 Epoch: 10 Global Step: 181820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:50,172-Speed 3289.72 samples/sec Loss 1.5716 LearningRate 0.0207 Epoch: 10 Global Step: 181830 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:53,290-Speed 3283.94 samples/sec Loss 1.5876 LearningRate 0.0207 Epoch: 10 Global Step: 181840 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:27:56,376-Speed 3319.59 samples/sec Loss 1.5258 LearningRate 0.0207 Epoch: 10 Global Step: 181850 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:27:59,533-Speed 3244.18 samples/sec Loss 1.5695 LearningRate 0.0207 Epoch: 10 Global Step: 181860 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:02,658-Speed 3277.91 samples/sec Loss 1.6043 LearningRate 0.0207 Epoch: 10 Global Step: 181870 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:05,792-Speed 3267.72 samples/sec Loss 1.5538 LearningRate 0.0207 Epoch: 10 Global Step: 181880 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:08,903-Speed 3292.42 samples/sec Loss 1.5622 LearningRate 0.0207 Epoch: 10 Global Step: 181890 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:12,019-Speed 3286.71 samples/sec Loss 1.5319 LearningRate 0.0207 Epoch: 10 Global Step: 181900 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:15,117-Speed 3306.56 samples/sec Loss 1.5996 LearningRate 0.0207 Epoch: 10 Global Step: 181910 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:18,202-Speed 3319.87 samples/sec Loss 1.5382 LearningRate 0.0207 Epoch: 10 Global Step: 181920 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:21,304-Speed 3302.11 samples/sec Loss 1.5400 LearningRate 0.0207 Epoch: 10 Global Step: 181930 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:24,411-Speed 3296.62 samples/sec Loss 1.5437 LearningRate 0.0207 Epoch: 10 Global Step: 181940 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:28:27,486-Speed 3331.38 samples/sec Loss 1.5408 LearningRate 0.0207 Epoch: 10 Global Step: 181950 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:28:30,568-Speed 3323.65 samples/sec Loss 1.5345 LearningRate 0.0207 Epoch: 10 Global Step: 181960 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:28:33,645-Speed 3328.84 samples/sec Loss 1.5405 LearningRate 0.0207 Epoch: 10 Global Step: 181970 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:28:36,749-Speed 3298.97 samples/sec Loss 1.5825 LearningRate 0.0207 Epoch: 10 Global Step: 181980 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:28:39,829-Speed 3325.57 samples/sec Loss 1.5293 LearningRate 0.0207 Epoch: 10 Global Step: 181990 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:28:42,953-Speed 3278.76 samples/sec Loss 1.5242 LearningRate 0.0207 Epoch: 10 Global Step: 182000 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:29:26,622-[lfw][182000]XNorm: 22.455109 Training: 2022-04-11 18:29:26,623-[lfw][182000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 18:29:26,623-[lfw][182000]Accuracy-Highest: 0.99817 Training: 2022-04-11 18:30:17,286-[cfp_fp][182000]XNorm: 21.556972 Training: 2022-04-11 18:30:17,286-[cfp_fp][182000]Accuracy-Flip: 0.98914+-0.00561 Training: 2022-04-11 18:30:17,287-[cfp_fp][182000]Accuracy-Highest: 0.98971 Training: 2022-04-11 18:31:00,894-[agedb_30][182000]XNorm: 23.078960 Training: 2022-04-11 18:31:00,895-[agedb_30][182000]Accuracy-Flip: 0.98267+-0.00659 Training: 2022-04-11 18:31:00,896-[agedb_30][182000]Accuracy-Highest: 0.98500 Training: 2022-04-11 18:31:03,982-Speed 72.61 samples/sec Loss 1.6088 LearningRate 0.0207 Epoch: 10 Global Step: 182010 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:31:07,061-Speed 3326.65 samples/sec Loss 1.5919 LearningRate 0.0207 Epoch: 10 Global Step: 182020 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:31:10,170-Speed 3296.11 samples/sec Loss 1.5472 LearningRate 0.0207 Epoch: 10 Global Step: 182030 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:31:13,244-Speed 3331.77 samples/sec Loss 1.5520 LearningRate 0.0207 Epoch: 10 Global Step: 182040 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:31:16,330-Speed 3318.18 samples/sec Loss 1.5609 LearningRate 0.0207 Epoch: 10 Global Step: 182050 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:19,443-Speed 3290.65 samples/sec Loss 1.5851 LearningRate 0.0207 Epoch: 10 Global Step: 182060 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:22,508-Speed 3341.06 samples/sec Loss 1.5172 LearningRate 0.0207 Epoch: 10 Global Step: 182070 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:25,579-Speed 3336.13 samples/sec Loss 1.6171 LearningRate 0.0207 Epoch: 10 Global Step: 182080 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:28,652-Speed 3332.63 samples/sec Loss 1.5501 LearningRate 0.0207 Epoch: 10 Global Step: 182090 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:31,723-Speed 3335.30 samples/sec Loss 1.5569 LearningRate 0.0207 Epoch: 10 Global Step: 182100 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:34,792-Speed 3336.96 samples/sec Loss 1.5791 LearningRate 0.0207 Epoch: 10 Global Step: 182110 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:37,876-Speed 3321.25 samples/sec Loss 1.5880 LearningRate 0.0207 Epoch: 10 Global Step: 182120 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:31:40,934-Speed 3348.99 samples/sec Loss 1.5339 LearningRate 0.0206 Epoch: 10 Global Step: 182130 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:31:44,019-Speed 3319.84 samples/sec Loss 1.5956 LearningRate 0.0206 Epoch: 10 Global Step: 182140 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:31:47,098-Speed 3327.62 samples/sec Loss 1.6061 LearningRate 0.0206 Epoch: 10 Global Step: 182150 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:31:50,172-Speed 3331.95 samples/sec Loss 1.5941 LearningRate 0.0206 Epoch: 10 Global Step: 182160 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:31:53,270-Speed 3305.51 samples/sec Loss 1.5134 LearningRate 0.0206 Epoch: 10 Global Step: 182170 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:31:56,489-Speed 3181.81 samples/sec Loss 1.5303 LearningRate 0.0206 Epoch: 10 Global Step: 182180 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:31:59,739-Speed 3151.39 samples/sec Loss 1.5704 LearningRate 0.0206 Epoch: 10 Global Step: 182190 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:32:02,824-Speed 3320.18 samples/sec Loss 1.5829 LearningRate 0.0206 Epoch: 10 Global Step: 182200 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:32:05,967-Speed 3259.08 samples/sec Loss 1.5474 LearningRate 0.0206 Epoch: 10 Global Step: 182210 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:32:09,144-Speed 3223.83 samples/sec Loss 1.5730 LearningRate 0.0206 Epoch: 10 Global Step: 182220 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:32:12,280-Speed 3265.08 samples/sec Loss 1.5483 LearningRate 0.0206 Epoch: 10 Global Step: 182230 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:32:15,410-Speed 3273.68 samples/sec Loss 1.5707 LearningRate 0.0206 Epoch: 10 Global Step: 182240 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:32:18,519-Speed 3293.57 samples/sec Loss 1.5890 LearningRate 0.0206 Epoch: 10 Global Step: 182250 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:32:21,643-Speed 3278.70 samples/sec Loss 1.5708 LearningRate 0.0206 Epoch: 10 Global Step: 182260 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:24,849-Speed 3194.76 samples/sec Loss 1.6316 LearningRate 0.0206 Epoch: 10 Global Step: 182270 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:27,931-Speed 3323.18 samples/sec Loss 1.5576 LearningRate 0.0206 Epoch: 10 Global Step: 182280 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:31,012-Speed 3324.44 samples/sec Loss 1.5379 LearningRate 0.0206 Epoch: 10 Global Step: 182290 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:34,097-Speed 3320.44 samples/sec Loss 1.5589 LearningRate 0.0206 Epoch: 10 Global Step: 182300 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:37,316-Speed 3181.41 samples/sec Loss 1.5364 LearningRate 0.0206 Epoch: 10 Global Step: 182310 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:40,424-Speed 3295.75 samples/sec Loss 1.5868 LearningRate 0.0206 Epoch: 10 Global Step: 182320 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:43,504-Speed 3325.40 samples/sec Loss 1.6023 LearningRate 0.0206 Epoch: 10 Global Step: 182330 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:46,611-Speed 3296.30 samples/sec Loss 1.5769 LearningRate 0.0206 Epoch: 10 Global Step: 182340 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:49,739-Speed 3275.02 samples/sec Loss 1.5920 LearningRate 0.0206 Epoch: 10 Global Step: 182350 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:52,845-Speed 3297.47 samples/sec Loss 1.5618 LearningRate 0.0206 Epoch: 10 Global Step: 182360 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:32:55,907-Speed 3345.86 samples/sec Loss 1.5919 LearningRate 0.0206 Epoch: 10 Global Step: 182370 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:32:59,025-Speed 3284.23 samples/sec Loss 1.5812 LearningRate 0.0206 Epoch: 10 Global Step: 182380 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:02,169-Speed 3258.09 samples/sec Loss 1.5625 LearningRate 0.0206 Epoch: 10 Global Step: 182390 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:05,395-Speed 3174.23 samples/sec Loss 1.5529 LearningRate 0.0206 Epoch: 10 Global Step: 182400 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:08,485-Speed 3315.12 samples/sec Loss 1.5309 LearningRate 0.0206 Epoch: 10 Global Step: 182410 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:11,564-Speed 3326.40 samples/sec Loss 1.5564 LearningRate 0.0206 Epoch: 10 Global Step: 182420 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:14,644-Speed 3325.48 samples/sec Loss 1.5423 LearningRate 0.0206 Epoch: 10 Global Step: 182430 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:17,713-Speed 3337.24 samples/sec Loss 1.5888 LearningRate 0.0206 Epoch: 10 Global Step: 182440 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:20,808-Speed 3309.45 samples/sec Loss 1.5578 LearningRate 0.0206 Epoch: 10 Global Step: 182450 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:23,877-Speed 3339.95 samples/sec Loss 1.5917 LearningRate 0.0206 Epoch: 10 Global Step: 182460 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:33:26,954-Speed 3327.91 samples/sec Loss 1.6400 LearningRate 0.0206 Epoch: 10 Global Step: 182470 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:30,045-Speed 3314.31 samples/sec Loss 1.5371 LearningRate 0.0206 Epoch: 10 Global Step: 182480 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:33,126-Speed 3324.43 samples/sec Loss 1.5527 LearningRate 0.0206 Epoch: 10 Global Step: 182490 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:36,212-Speed 3318.98 samples/sec Loss 1.5115 LearningRate 0.0205 Epoch: 10 Global Step: 182500 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:39,296-Speed 3321.64 samples/sec Loss 1.4884 LearningRate 0.0205 Epoch: 10 Global Step: 182510 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:42,370-Speed 3331.11 samples/sec Loss 1.5530 LearningRate 0.0205 Epoch: 10 Global Step: 182520 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:45,445-Speed 3330.60 samples/sec Loss 1.5575 LearningRate 0.0205 Epoch: 10 Global Step: 182530 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:48,575-Speed 3273.06 samples/sec Loss 1.5495 LearningRate 0.0205 Epoch: 10 Global Step: 182540 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:51,679-Speed 3299.93 samples/sec Loss 1.5524 LearningRate 0.0205 Epoch: 10 Global Step: 182550 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:54,790-Speed 3292.14 samples/sec Loss 1.5475 LearningRate 0.0205 Epoch: 10 Global Step: 182560 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:33:57,954-Speed 3236.16 samples/sec Loss 1.5853 LearningRate 0.0205 Epoch: 10 Global Step: 182570 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:34:01,020-Speed 3341.37 samples/sec Loss 1.5511 LearningRate 0.0205 Epoch: 10 Global Step: 182580 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:04,124-Speed 3300.02 samples/sec Loss 1.5783 LearningRate 0.0205 Epoch: 10 Global Step: 182590 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:07,230-Speed 3298.39 samples/sec Loss 1.5539 LearningRate 0.0205 Epoch: 10 Global Step: 182600 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:10,312-Speed 3322.34 samples/sec Loss 1.5411 LearningRate 0.0205 Epoch: 10 Global Step: 182610 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:13,403-Speed 3313.82 samples/sec Loss 1.5622 LearningRate 0.0205 Epoch: 10 Global Step: 182620 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:16,483-Speed 3325.63 samples/sec Loss 1.6167 LearningRate 0.0205 Epoch: 10 Global Step: 182630 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:19,574-Speed 3313.85 samples/sec Loss 1.5629 LearningRate 0.0205 Epoch: 10 Global Step: 182640 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:22,664-Speed 3314.73 samples/sec Loss 1.5941 LearningRate 0.0205 Epoch: 10 Global Step: 182650 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:25,746-Speed 3323.14 samples/sec Loss 1.5682 LearningRate 0.0205 Epoch: 10 Global Step: 182660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:28,831-Speed 3320.04 samples/sec Loss 1.4984 LearningRate 0.0205 Epoch: 10 Global Step: 182670 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:34:31,991-Speed 3241.14 samples/sec Loss 1.5259 LearningRate 0.0205 Epoch: 10 Global Step: 182680 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:34:35,076-Speed 3320.35 samples/sec Loss 1.5663 LearningRate 0.0205 Epoch: 10 Global Step: 182690 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:34:38,169-Speed 3311.78 samples/sec Loss 1.5943 LearningRate 0.0205 Epoch: 10 Global Step: 182700 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:34:41,261-Speed 3312.17 samples/sec Loss 1.6168 LearningRate 0.0205 Epoch: 10 Global Step: 182710 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:34:44,422-Speed 3240.08 samples/sec Loss 1.5194 LearningRate 0.0205 Epoch: 10 Global Step: 182720 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:34:47,579-Speed 3244.89 samples/sec Loss 1.5788 LearningRate 0.0205 Epoch: 10 Global Step: 182730 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:34:50,695-Speed 3286.74 samples/sec Loss 1.5906 LearningRate 0.0205 Epoch: 10 Global Step: 182740 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:34:53,785-Speed 3314.78 samples/sec Loss 1.5524 LearningRate 0.0205 Epoch: 10 Global Step: 182750 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:34:56,897-Speed 3291.59 samples/sec Loss 1.5504 LearningRate 0.0205 Epoch: 10 Global Step: 182760 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:00,040-Speed 3258.23 samples/sec Loss 1.5156 LearningRate 0.0205 Epoch: 10 Global Step: 182770 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:03,139-Speed 3305.01 samples/sec Loss 1.5849 LearningRate 0.0205 Epoch: 10 Global Step: 182780 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:06,202-Speed 3344.77 samples/sec Loss 1.5929 LearningRate 0.0205 Epoch: 10 Global Step: 182790 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:09,291-Speed 3315.89 samples/sec Loss 1.5710 LearningRate 0.0205 Epoch: 10 Global Step: 182800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:12,454-Speed 3237.43 samples/sec Loss 1.5481 LearningRate 0.0205 Epoch: 10 Global Step: 182810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:15,561-Speed 3296.49 samples/sec Loss 1.5380 LearningRate 0.0205 Epoch: 10 Global Step: 182820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:18,670-Speed 3294.73 samples/sec Loss 1.5382 LearningRate 0.0205 Epoch: 10 Global Step: 182830 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:21,766-Speed 3307.63 samples/sec Loss 1.5888 LearningRate 0.0205 Epoch: 10 Global Step: 182840 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:24,852-Speed 3319.82 samples/sec Loss 1.5450 LearningRate 0.0205 Epoch: 10 Global Step: 182850 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:27,932-Speed 3324.94 samples/sec Loss 1.5135 LearningRate 0.0205 Epoch: 10 Global Step: 182860 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:31,048-Speed 3287.50 samples/sec Loss 1.5570 LearningRate 0.0204 Epoch: 10 Global Step: 182870 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:34,149-Speed 3302.98 samples/sec Loss 1.5949 LearningRate 0.0204 Epoch: 10 Global Step: 182880 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:37,247-Speed 3306.66 samples/sec Loss 1.5935 LearningRate 0.0204 Epoch: 10 Global Step: 182890 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:40,334-Speed 3317.00 samples/sec Loss 1.5501 LearningRate 0.0204 Epoch: 10 Global Step: 182900 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:43,429-Speed 3310.13 samples/sec Loss 1.5898 LearningRate 0.0204 Epoch: 10 Global Step: 182910 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:46,515-Speed 3318.41 samples/sec Loss 1.5642 LearningRate 0.0204 Epoch: 10 Global Step: 182920 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:49,618-Speed 3300.65 samples/sec Loss 1.5443 LearningRate 0.0204 Epoch: 10 Global Step: 182930 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:35:52,734-Speed 3287.51 samples/sec Loss 1.5852 LearningRate 0.0204 Epoch: 10 Global Step: 182940 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:55,830-Speed 3308.64 samples/sec Loss 1.5119 LearningRate 0.0204 Epoch: 10 Global Step: 182950 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:35:58,998-Speed 3233.01 samples/sec Loss 1.6211 LearningRate 0.0204 Epoch: 10 Global Step: 182960 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:02,076-Speed 3327.85 samples/sec Loss 1.5303 LearningRate 0.0204 Epoch: 10 Global Step: 182970 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:05,157-Speed 3324.39 samples/sec Loss 1.5642 LearningRate 0.0204 Epoch: 10 Global Step: 182980 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:08,334-Speed 3223.18 samples/sec Loss 1.5716 LearningRate 0.0204 Epoch: 10 Global Step: 182990 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:11,421-Speed 3318.62 samples/sec Loss 1.5129 LearningRate 0.0204 Epoch: 10 Global Step: 183000 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:14,589-Speed 3233.07 samples/sec Loss 1.5598 LearningRate 0.0204 Epoch: 10 Global Step: 183010 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:17,698-Speed 3294.82 samples/sec Loss 1.5594 LearningRate 0.0204 Epoch: 10 Global Step: 183020 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:20,791-Speed 3311.35 samples/sec Loss 1.5406 LearningRate 0.0204 Epoch: 10 Global Step: 183030 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:23,883-Speed 3311.67 samples/sec Loss 1.5617 LearningRate 0.0204 Epoch: 10 Global Step: 183040 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:26,983-Speed 3304.19 samples/sec Loss 1.5467 LearningRate 0.0204 Epoch: 10 Global Step: 183050 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:30,074-Speed 3314.01 samples/sec Loss 1.5809 LearningRate 0.0204 Epoch: 10 Global Step: 183060 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:33,153-Speed 3325.74 samples/sec Loss 1.5420 LearningRate 0.0204 Epoch: 10 Global Step: 183070 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:36,240-Speed 3318.24 samples/sec Loss 1.5676 LearningRate 0.0204 Epoch: 10 Global Step: 183080 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:39,447-Speed 3194.18 samples/sec Loss 1.5528 LearningRate 0.0204 Epoch: 10 Global Step: 183090 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:42,527-Speed 3325.69 samples/sec Loss 1.5711 LearningRate 0.0204 Epoch: 10 Global Step: 183100 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:45,633-Speed 3297.35 samples/sec Loss 1.5379 LearningRate 0.0204 Epoch: 10 Global Step: 183110 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:36:48,707-Speed 3331.78 samples/sec Loss 1.5778 LearningRate 0.0204 Epoch: 10 Global Step: 183120 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:51,807-Speed 3304.43 samples/sec Loss 1.5794 LearningRate 0.0204 Epoch: 10 Global Step: 183130 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:54,959-Speed 3249.46 samples/sec Loss 1.5515 LearningRate 0.0204 Epoch: 10 Global Step: 183140 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:36:58,051-Speed 3312.58 samples/sec Loss 1.5960 LearningRate 0.0204 Epoch: 10 Global Step: 183150 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:01,138-Speed 3317.31 samples/sec Loss 1.5269 LearningRate 0.0204 Epoch: 10 Global Step: 183160 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:04,349-Speed 3189.56 samples/sec Loss 1.4983 LearningRate 0.0204 Epoch: 10 Global Step: 183170 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:07,538-Speed 3213.12 samples/sec Loss 1.5910 LearningRate 0.0204 Epoch: 10 Global Step: 183180 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:10,630-Speed 3312.77 samples/sec Loss 1.6093 LearningRate 0.0204 Epoch: 10 Global Step: 183190 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:13,723-Speed 3310.46 samples/sec Loss 1.5571 LearningRate 0.0204 Epoch: 10 Global Step: 183200 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:16,808-Speed 3320.87 samples/sec Loss 1.5455 LearningRate 0.0204 Epoch: 10 Global Step: 183210 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:19,912-Speed 3299.62 samples/sec Loss 1.5796 LearningRate 0.0204 Epoch: 10 Global Step: 183220 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:37:22,999-Speed 3317.35 samples/sec Loss 1.5858 LearningRate 0.0204 Epoch: 10 Global Step: 183230 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:37:26,066-Speed 3339.75 samples/sec Loss 1.6025 LearningRate 0.0203 Epoch: 10 Global Step: 183240 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:29,154-Speed 3317.22 samples/sec Loss 1.5489 LearningRate 0.0203 Epoch: 10 Global Step: 183250 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:32,241-Speed 3317.65 samples/sec Loss 1.5710 LearningRate 0.0203 Epoch: 10 Global Step: 183260 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:35,342-Speed 3302.80 samples/sec Loss 1.5603 LearningRate 0.0203 Epoch: 10 Global Step: 183270 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:38,449-Speed 3296.91 samples/sec Loss 1.5873 LearningRate 0.0203 Epoch: 10 Global Step: 183280 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:41,530-Speed 3324.05 samples/sec Loss 1.5530 LearningRate 0.0203 Epoch: 10 Global Step: 183290 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:44,613-Speed 3321.81 samples/sec Loss 1.5463 LearningRate 0.0203 Epoch: 10 Global Step: 183300 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:47,705-Speed 3312.77 samples/sec Loss 1.5346 LearningRate 0.0203 Epoch: 10 Global Step: 183310 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:50,789-Speed 3321.23 samples/sec Loss 1.5966 LearningRate 0.0203 Epoch: 10 Global Step: 183320 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:53,870-Speed 3324.71 samples/sec Loss 1.5683 LearningRate 0.0203 Epoch: 10 Global Step: 183330 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:37:56,979-Speed 3293.85 samples/sec Loss 1.5115 LearningRate 0.0203 Epoch: 10 Global Step: 183340 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:00,074-Speed 3309.60 samples/sec Loss 1.5569 LearningRate 0.0203 Epoch: 10 Global Step: 183350 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:03,175-Speed 3303.60 samples/sec Loss 1.5687 LearningRate 0.0203 Epoch: 10 Global Step: 183360 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:06,296-Speed 3281.60 samples/sec Loss 1.5007 LearningRate 0.0203 Epoch: 10 Global Step: 183370 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:09,403-Speed 3296.45 samples/sec Loss 1.5686 LearningRate 0.0203 Epoch: 10 Global Step: 183380 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:12,502-Speed 3305.27 samples/sec Loss 1.5198 LearningRate 0.0203 Epoch: 10 Global Step: 183390 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:15,657-Speed 3246.33 samples/sec Loss 1.5888 LearningRate 0.0203 Epoch: 10 Global Step: 183400 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:18,783-Speed 3276.75 samples/sec Loss 1.5327 LearningRate 0.0203 Epoch: 10 Global Step: 183410 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:21,867-Speed 3320.48 samples/sec Loss 1.5104 LearningRate 0.0203 Epoch: 10 Global Step: 183420 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:24,960-Speed 3311.19 samples/sec Loss 1.5801 LearningRate 0.0203 Epoch: 10 Global Step: 183430 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:38:28,073-Speed 3290.87 samples/sec Loss 1.5892 LearningRate 0.0203 Epoch: 10 Global Step: 183440 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:31,152-Speed 3325.93 samples/sec Loss 1.5538 LearningRate 0.0203 Epoch: 10 Global Step: 183450 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:34,233-Speed 3324.94 samples/sec Loss 1.6076 LearningRate 0.0203 Epoch: 10 Global Step: 183460 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:37,322-Speed 3316.46 samples/sec Loss 1.5335 LearningRate 0.0203 Epoch: 10 Global Step: 183470 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:40,402-Speed 3325.20 samples/sec Loss 1.5330 LearningRate 0.0203 Epoch: 10 Global Step: 183480 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:43,479-Speed 3328.21 samples/sec Loss 1.5854 LearningRate 0.0203 Epoch: 10 Global Step: 183490 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:46,576-Speed 3307.33 samples/sec Loss 1.5836 LearningRate 0.0203 Epoch: 10 Global Step: 183500 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:49,654-Speed 3327.91 samples/sec Loss 1.5494 LearningRate 0.0203 Epoch: 10 Global Step: 183510 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:52,745-Speed 3313.29 samples/sec Loss 1.5807 LearningRate 0.0203 Epoch: 10 Global Step: 183520 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:55,826-Speed 3324.63 samples/sec Loss 1.5784 LearningRate 0.0203 Epoch: 10 Global Step: 183530 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:38:58,895-Speed 3337.02 samples/sec Loss 1.5489 LearningRate 0.0203 Epoch: 10 Global Step: 183540 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:39:01,978-Speed 3322.28 samples/sec Loss 1.5556 LearningRate 0.0203 Epoch: 10 Global Step: 183550 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:39:05,110-Speed 3271.07 samples/sec Loss 1.5296 LearningRate 0.0203 Epoch: 10 Global Step: 183560 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:39:08,207-Speed 3306.86 samples/sec Loss 1.5362 LearningRate 0.0203 Epoch: 10 Global Step: 183570 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:39:11,312-Speed 3299.00 samples/sec Loss 1.5556 LearningRate 0.0203 Epoch: 10 Global Step: 183580 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:39:14,926-Speed 2833.92 samples/sec Loss 1.5313 LearningRate 0.0203 Epoch: 10 Global Step: 183590 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:39:18,012-Speed 3318.82 samples/sec Loss 1.5337 LearningRate 0.0203 Epoch: 10 Global Step: 183600 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:39:48,725-Speed 333.42 samples/sec Loss 1.1431 LearningRate 0.0202 Epoch: 11 Global Step: 183610 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:39:51,913-Speed 3213.00 samples/sec Loss 1.0930 LearningRate 0.0202 Epoch: 11 Global Step: 183620 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:39:54,998-Speed 3320.18 samples/sec Loss 1.1288 LearningRate 0.0202 Epoch: 11 Global Step: 183630 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:39:58,168-Speed 3232.14 samples/sec Loss 1.0608 LearningRate 0.0202 Epoch: 11 Global Step: 183640 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:01,324-Speed 3244.87 samples/sec Loss 1.0684 LearningRate 0.0202 Epoch: 11 Global Step: 183650 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:04,412-Speed 3317.10 samples/sec Loss 1.1016 LearningRate 0.0202 Epoch: 11 Global Step: 183660 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:07,510-Speed 3306.33 samples/sec Loss 1.0932 LearningRate 0.0202 Epoch: 11 Global Step: 183670 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:10,719-Speed 3192.26 samples/sec Loss 1.0267 LearningRate 0.0202 Epoch: 11 Global Step: 183680 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:13,817-Speed 3305.68 samples/sec Loss 1.0647 LearningRate 0.0202 Epoch: 11 Global Step: 183690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:40:16,895-Speed 3327.89 samples/sec Loss 1.1425 LearningRate 0.0202 Epoch: 11 Global Step: 183700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:40:20,029-Speed 3267.99 samples/sec Loss 1.1140 LearningRate 0.0202 Epoch: 11 Global Step: 183710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:40:23,176-Speed 3254.79 samples/sec Loss 1.0583 LearningRate 0.0202 Epoch: 11 Global Step: 183720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:40:26,268-Speed 3312.46 samples/sec Loss 1.0236 LearningRate 0.0202 Epoch: 11 Global Step: 183730 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:40:29,346-Speed 3328.20 samples/sec Loss 1.1132 LearningRate 0.0202 Epoch: 11 Global Step: 183740 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:40:32,477-Speed 3271.33 samples/sec Loss 1.1151 LearningRate 0.0202 Epoch: 11 Global Step: 183750 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:40:35,631-Speed 3247.28 samples/sec Loss 1.1223 LearningRate 0.0202 Epoch: 11 Global Step: 183760 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:38,796-Speed 3235.90 samples/sec Loss 1.0859 LearningRate 0.0202 Epoch: 11 Global Step: 183770 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:42,058-Speed 3140.65 samples/sec Loss 1.1137 LearningRate 0.0202 Epoch: 11 Global Step: 183780 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:45,674-Speed 2832.08 samples/sec Loss 1.0371 LearningRate 0.0202 Epoch: 11 Global Step: 183790 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:48,759-Speed 3320.82 samples/sec Loss 1.0825 LearningRate 0.0202 Epoch: 11 Global Step: 183800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:51,889-Speed 3271.83 samples/sec Loss 1.0927 LearningRate 0.0202 Epoch: 11 Global Step: 183810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:55,256-Speed 3041.52 samples/sec Loss 1.0971 LearningRate 0.0202 Epoch: 11 Global Step: 183820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:40:58,359-Speed 3301.05 samples/sec Loss 1.0396 LearningRate 0.0202 Epoch: 11 Global Step: 183830 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:41:01,468-Speed 3295.56 samples/sec Loss 1.0727 LearningRate 0.0202 Epoch: 11 Global Step: 183840 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:41:04,597-Speed 3272.86 samples/sec Loss 1.0612 LearningRate 0.0202 Epoch: 11 Global Step: 183850 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:41:07,771-Speed 3227.57 samples/sec Loss 1.1399 LearningRate 0.0202 Epoch: 11 Global Step: 183860 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:10,932-Speed 3240.21 samples/sec Loss 1.0806 LearningRate 0.0202 Epoch: 11 Global Step: 183870 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:14,059-Speed 3275.06 samples/sec Loss 1.0706 LearningRate 0.0202 Epoch: 11 Global Step: 183880 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:17,163-Speed 3299.45 samples/sec Loss 1.0931 LearningRate 0.0202 Epoch: 11 Global Step: 183890 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:20,258-Speed 3309.92 samples/sec Loss 1.1044 LearningRate 0.0202 Epoch: 11 Global Step: 183900 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:23,357-Speed 3305.24 samples/sec Loss 1.0851 LearningRate 0.0202 Epoch: 11 Global Step: 183910 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:26,464-Speed 3296.46 samples/sec Loss 1.1105 LearningRate 0.0202 Epoch: 11 Global Step: 183920 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:29,619-Speed 3246.93 samples/sec Loss 1.0530 LearningRate 0.0202 Epoch: 11 Global Step: 183930 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:32,716-Speed 3307.09 samples/sec Loss 1.0864 LearningRate 0.0202 Epoch: 11 Global Step: 183940 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:35,826-Speed 3292.89 samples/sec Loss 1.1158 LearningRate 0.0202 Epoch: 11 Global Step: 183950 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:38,911-Speed 3320.78 samples/sec Loss 1.0818 LearningRate 0.0202 Epoch: 11 Global Step: 183960 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:42,027-Speed 3286.63 samples/sec Loss 1.0599 LearningRate 0.0202 Epoch: 11 Global Step: 183970 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:45,148-Speed 3282.35 samples/sec Loss 1.0955 LearningRate 0.0201 Epoch: 11 Global Step: 183980 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:48,279-Speed 3271.30 samples/sec Loss 1.0914 LearningRate 0.0201 Epoch: 11 Global Step: 183990 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:41:51,469-Speed 3210.15 samples/sec Loss 1.1005 LearningRate 0.0201 Epoch: 11 Global Step: 184000 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:42:35,981-[lfw][184000]XNorm: 23.647841 Training: 2022-04-11 18:42:35,982-[lfw][184000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 18:42:35,982-[lfw][184000]Accuracy-Highest: 0.99817 Training: 2022-04-11 18:43:27,336-[cfp_fp][184000]XNorm: 23.160488 Training: 2022-04-11 18:43:27,336-[cfp_fp][184000]Accuracy-Flip: 0.98857+-0.00465 Training: 2022-04-11 18:43:27,337-[cfp_fp][184000]Accuracy-Highest: 0.98971 Training: 2022-04-11 18:44:11,450-[agedb_30][184000]XNorm: 24.379485 Training: 2022-04-11 18:44:11,451-[agedb_30][184000]Accuracy-Flip: 0.98417+-0.00620 Training: 2022-04-11 18:44:11,451-[agedb_30][184000]Accuracy-Highest: 0.98500 Training: 2022-04-11 18:44:14,538-Speed 71.57 samples/sec Loss 1.0960 LearningRate 0.0201 Epoch: 11 Global Step: 184010 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:44:17,630-Speed 3312.50 samples/sec Loss 1.0819 LearningRate 0.0201 Epoch: 11 Global Step: 184020 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:44:20,700-Speed 3337.32 samples/sec Loss 1.1370 LearningRate 0.0201 Epoch: 11 Global Step: 184030 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:23,796-Speed 3307.34 samples/sec Loss 1.1114 LearningRate 0.0201 Epoch: 11 Global Step: 184040 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:26,924-Speed 3274.74 samples/sec Loss 1.1004 LearningRate 0.0201 Epoch: 11 Global Step: 184050 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:30,018-Speed 3310.93 samples/sec Loss 1.1228 LearningRate 0.0201 Epoch: 11 Global Step: 184060 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:33,084-Speed 3340.40 samples/sec Loss 1.1490 LearningRate 0.0201 Epoch: 11 Global Step: 184070 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:36,157-Speed 3333.76 samples/sec Loss 1.0816 LearningRate 0.0201 Epoch: 11 Global Step: 184080 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:39,235-Speed 3327.40 samples/sec Loss 1.0844 LearningRate 0.0201 Epoch: 11 Global Step: 184090 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:42,375-Speed 3261.46 samples/sec Loss 1.1347 LearningRate 0.0201 Epoch: 11 Global Step: 184100 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:45,474-Speed 3305.02 samples/sec Loss 1.1324 LearningRate 0.0201 Epoch: 11 Global Step: 184110 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:48,552-Speed 3327.79 samples/sec Loss 1.1227 LearningRate 0.0201 Epoch: 11 Global Step: 184120 Fp16 Grad Scale: 32768 Required: 16 hours Training: 2022-04-11 18:44:51,638-Speed 3318.28 samples/sec Loss 1.0608 LearningRate 0.0201 Epoch: 11 Global Step: 184130 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:44:54,740-Speed 3302.19 samples/sec Loss 1.0985 LearningRate 0.0201 Epoch: 11 Global Step: 184140 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:44:57,827-Speed 3318.56 samples/sec Loss 1.1139 LearningRate 0.0201 Epoch: 11 Global Step: 184150 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:00,913-Speed 3318.41 samples/sec Loss 1.0992 LearningRate 0.0201 Epoch: 11 Global Step: 184160 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:04,004-Speed 3314.38 samples/sec Loss 1.1092 LearningRate 0.0201 Epoch: 11 Global Step: 184170 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:07,118-Speed 3288.59 samples/sec Loss 1.1049 LearningRate 0.0201 Epoch: 11 Global Step: 184180 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:10,204-Speed 3318.75 samples/sec Loss 1.0626 LearningRate 0.0201 Epoch: 11 Global Step: 184190 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:13,329-Speed 3277.95 samples/sec Loss 1.1060 LearningRate 0.0201 Epoch: 11 Global Step: 184200 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:16,422-Speed 3311.25 samples/sec Loss 1.1358 LearningRate 0.0201 Epoch: 11 Global Step: 184210 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:19,493-Speed 3335.87 samples/sec Loss 1.1305 LearningRate 0.0201 Epoch: 11 Global Step: 184220 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:45:22,564-Speed 3335.61 samples/sec Loss 1.1062 LearningRate 0.0201 Epoch: 11 Global Step: 184230 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:25,632-Speed 3338.98 samples/sec Loss 1.1024 LearningRate 0.0201 Epoch: 11 Global Step: 184240 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:28,698-Speed 3339.78 samples/sec Loss 1.0878 LearningRate 0.0201 Epoch: 11 Global Step: 184250 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:31,767-Speed 3337.50 samples/sec Loss 1.1006 LearningRate 0.0201 Epoch: 11 Global Step: 184260 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:34,854-Speed 3318.22 samples/sec Loss 1.0778 LearningRate 0.0201 Epoch: 11 Global Step: 184270 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:38,010-Speed 3245.19 samples/sec Loss 1.0584 LearningRate 0.0201 Epoch: 11 Global Step: 184280 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:41,112-Speed 3301.82 samples/sec Loss 1.1098 LearningRate 0.0201 Epoch: 11 Global Step: 184290 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:44,208-Speed 3308.45 samples/sec Loss 1.0946 LearningRate 0.0201 Epoch: 11 Global Step: 184300 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:47,332-Speed 3278.54 samples/sec Loss 1.1029 LearningRate 0.0201 Epoch: 11 Global Step: 184310 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:50,424-Speed 3312.32 samples/sec Loss 1.0771 LearningRate 0.0201 Epoch: 11 Global Step: 184320 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:53,511-Speed 3318.09 samples/sec Loss 1.1027 LearningRate 0.0201 Epoch: 11 Global Step: 184330 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:56,626-Speed 3287.92 samples/sec Loss 1.0926 LearningRate 0.0201 Epoch: 11 Global Step: 184340 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:45:59,788-Speed 3239.22 samples/sec Loss 1.1393 LearningRate 0.0200 Epoch: 11 Global Step: 184350 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:02,921-Speed 3269.26 samples/sec Loss 1.0862 LearningRate 0.0200 Epoch: 11 Global Step: 184360 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:06,026-Speed 3299.15 samples/sec Loss 1.1073 LearningRate 0.0200 Epoch: 11 Global Step: 184370 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:09,152-Speed 3275.68 samples/sec Loss 1.1525 LearningRate 0.0200 Epoch: 11 Global Step: 184380 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:12,260-Speed 3296.18 samples/sec Loss 1.0802 LearningRate 0.0200 Epoch: 11 Global Step: 184390 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:15,361-Speed 3302.38 samples/sec Loss 1.0875 LearningRate 0.0200 Epoch: 11 Global Step: 184400 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:18,553-Speed 3209.00 samples/sec Loss 1.0904 LearningRate 0.0200 Epoch: 11 Global Step: 184410 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:21,620-Speed 3340.49 samples/sec Loss 1.1109 LearningRate 0.0200 Epoch: 11 Global Step: 184420 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:24,785-Speed 3235.68 samples/sec Loss 1.1560 LearningRate 0.0200 Epoch: 11 Global Step: 184430 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:46:27,869-Speed 3320.65 samples/sec Loss 1.1079 LearningRate 0.0200 Epoch: 11 Global Step: 184440 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:46:31,023-Speed 3247.98 samples/sec Loss 1.1318 LearningRate 0.0200 Epoch: 11 Global Step: 184450 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:34,115-Speed 3312.28 samples/sec Loss 1.1260 LearningRate 0.0200 Epoch: 11 Global Step: 184460 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:46:37,264-Speed 3253.09 samples/sec Loss 1.1389 LearningRate 0.0200 Epoch: 11 Global Step: 184470 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:46:40,350-Speed 3318.25 samples/sec Loss 1.0978 LearningRate 0.0200 Epoch: 11 Global Step: 184480 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:46:43,435-Speed 3320.18 samples/sec Loss 1.1398 LearningRate 0.0200 Epoch: 11 Global Step: 184490 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:46:46,548-Speed 3290.82 samples/sec Loss 1.1102 LearningRate 0.0200 Epoch: 11 Global Step: 184500 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:46:49,668-Speed 3282.29 samples/sec Loss 1.0982 LearningRate 0.0200 Epoch: 11 Global Step: 184510 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:46:52,777-Speed 3294.69 samples/sec Loss 1.1008 LearningRate 0.0200 Epoch: 11 Global Step: 184520 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:46:55,860-Speed 3321.90 samples/sec Loss 1.0965 LearningRate 0.0200 Epoch: 11 Global Step: 184530 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:46:58,968-Speed 3296.01 samples/sec Loss 1.0723 LearningRate 0.0200 Epoch: 11 Global Step: 184540 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:47:02,052-Speed 3320.76 samples/sec Loss 1.0786 LearningRate 0.0200 Epoch: 11 Global Step: 184550 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:47:05,190-Speed 3263.27 samples/sec Loss 1.0900 LearningRate 0.0200 Epoch: 11 Global Step: 184560 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:47:08,371-Speed 3220.40 samples/sec Loss 1.1725 LearningRate 0.0200 Epoch: 11 Global Step: 184570 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:11,495-Speed 3279.26 samples/sec Loss 1.1334 LearningRate 0.0200 Epoch: 11 Global Step: 184580 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:14,685-Speed 3210.94 samples/sec Loss 1.1664 LearningRate 0.0200 Epoch: 11 Global Step: 184590 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:17,820-Speed 3266.40 samples/sec Loss 1.1474 LearningRate 0.0200 Epoch: 11 Global Step: 184600 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:20,923-Speed 3301.30 samples/sec Loss 1.1064 LearningRate 0.0200 Epoch: 11 Global Step: 184610 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:24,022-Speed 3305.03 samples/sec Loss 1.1344 LearningRate 0.0200 Epoch: 11 Global Step: 184620 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:27,189-Speed 3234.15 samples/sec Loss 1.1062 LearningRate 0.0200 Epoch: 11 Global Step: 184630 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:30,307-Speed 3284.99 samples/sec Loss 1.0933 LearningRate 0.0200 Epoch: 11 Global Step: 184640 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:33,386-Speed 3325.97 samples/sec Loss 1.0985 LearningRate 0.0200 Epoch: 11 Global Step: 184650 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:36,463-Speed 3328.29 samples/sec Loss 1.1083 LearningRate 0.0200 Epoch: 11 Global Step: 184660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:39,535-Speed 3335.40 samples/sec Loss 1.1362 LearningRate 0.0200 Epoch: 11 Global Step: 184670 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:47:42,759-Speed 3176.41 samples/sec Loss 1.0732 LearningRate 0.0200 Epoch: 11 Global Step: 184680 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:45,998-Speed 3162.59 samples/sec Loss 1.1136 LearningRate 0.0200 Epoch: 11 Global Step: 184690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:49,101-Speed 3300.03 samples/sec Loss 1.1073 LearningRate 0.0200 Epoch: 11 Global Step: 184700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:52,173-Speed 3334.66 samples/sec Loss 1.1257 LearningRate 0.0200 Epoch: 11 Global Step: 184710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:55,251-Speed 3327.21 samples/sec Loss 1.1651 LearningRate 0.0199 Epoch: 11 Global Step: 184720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:47:58,321-Speed 3336.59 samples/sec Loss 1.1398 LearningRate 0.0199 Epoch: 11 Global Step: 184730 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:48:01,399-Speed 3327.32 samples/sec Loss 1.1470 LearningRate 0.0199 Epoch: 11 Global Step: 184740 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:48:04,458-Speed 3348.40 samples/sec Loss 1.1276 LearningRate 0.0199 Epoch: 11 Global Step: 184750 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:07,534-Speed 3330.64 samples/sec Loss 1.1266 LearningRate 0.0199 Epoch: 11 Global Step: 184760 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:10,605-Speed 3334.22 samples/sec Loss 1.1259 LearningRate 0.0199 Epoch: 11 Global Step: 184770 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:13,695-Speed 3314.52 samples/sec Loss 1.1134 LearningRate 0.0199 Epoch: 11 Global Step: 184780 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:16,782-Speed 3318.66 samples/sec Loss 1.0733 LearningRate 0.0199 Epoch: 11 Global Step: 184790 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:19,866-Speed 3320.47 samples/sec Loss 1.1261 LearningRate 0.0199 Epoch: 11 Global Step: 184800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:22,961-Speed 3309.52 samples/sec Loss 1.1037 LearningRate 0.0199 Epoch: 11 Global Step: 184810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:26,079-Speed 3285.36 samples/sec Loss 1.1284 LearningRate 0.0199 Epoch: 11 Global Step: 184820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:29,190-Speed 3291.78 samples/sec Loss 1.0736 LearningRate 0.0199 Epoch: 11 Global Step: 184830 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:32,278-Speed 3317.34 samples/sec Loss 1.1340 LearningRate 0.0199 Epoch: 11 Global Step: 184840 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:35,345-Speed 3339.71 samples/sec Loss 1.1359 LearningRate 0.0199 Epoch: 11 Global Step: 184850 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:48:38,411-Speed 3340.54 samples/sec Loss 1.1379 LearningRate 0.0199 Epoch: 11 Global Step: 184860 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:41,497-Speed 3319.30 samples/sec Loss 1.1599 LearningRate 0.0199 Epoch: 11 Global Step: 184870 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:44,573-Speed 3329.16 samples/sec Loss 1.1469 LearningRate 0.0199 Epoch: 11 Global Step: 184880 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:47,761-Speed 3213.19 samples/sec Loss 1.1454 LearningRate 0.0199 Epoch: 11 Global Step: 184890 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:51,006-Speed 3155.77 samples/sec Loss 1.1063 LearningRate 0.0199 Epoch: 11 Global Step: 184900 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:54,203-Speed 3204.46 samples/sec Loss 1.1518 LearningRate 0.0199 Epoch: 11 Global Step: 184910 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:48:57,369-Speed 3234.80 samples/sec Loss 1.1749 LearningRate 0.0199 Epoch: 11 Global Step: 184920 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:49:00,447-Speed 3328.12 samples/sec Loss 1.1442 LearningRate 0.0199 Epoch: 11 Global Step: 184930 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:49:03,609-Speed 3239.52 samples/sec Loss 1.1335 LearningRate 0.0199 Epoch: 11 Global Step: 184940 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:49:06,678-Speed 3336.46 samples/sec Loss 1.1293 LearningRate 0.0199 Epoch: 11 Global Step: 184950 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:49:09,769-Speed 3313.82 samples/sec Loss 1.1218 LearningRate 0.0199 Epoch: 11 Global Step: 184960 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:12,895-Speed 3277.14 samples/sec Loss 1.1099 LearningRate 0.0199 Epoch: 11 Global Step: 184970 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:15,973-Speed 3327.29 samples/sec Loss 1.1439 LearningRate 0.0199 Epoch: 11 Global Step: 184980 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:19,072-Speed 3304.91 samples/sec Loss 1.1515 LearningRate 0.0199 Epoch: 11 Global Step: 184990 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:22,242-Speed 3231.22 samples/sec Loss 1.1749 LearningRate 0.0199 Epoch: 11 Global Step: 185000 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:25,329-Speed 3317.60 samples/sec Loss 1.1664 LearningRate 0.0199 Epoch: 11 Global Step: 185010 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:28,401-Speed 3333.89 samples/sec Loss 1.1776 LearningRate 0.0199 Epoch: 11 Global Step: 185020 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:31,521-Speed 3283.68 samples/sec Loss 1.1313 LearningRate 0.0199 Epoch: 11 Global Step: 185030 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:34,608-Speed 3317.04 samples/sec Loss 1.1436 LearningRate 0.0199 Epoch: 11 Global Step: 185040 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:37,693-Speed 3320.61 samples/sec Loss 1.1240 LearningRate 0.0199 Epoch: 11 Global Step: 185050 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:40,786-Speed 3310.95 samples/sec Loss 1.1240 LearningRate 0.0199 Epoch: 11 Global Step: 185060 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:43,900-Speed 3289.43 samples/sec Loss 1.1367 LearningRate 0.0199 Epoch: 11 Global Step: 185070 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:47,021-Speed 3281.74 samples/sec Loss 1.1430 LearningRate 0.0199 Epoch: 11 Global Step: 185080 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:49:50,160-Speed 3263.09 samples/sec Loss 1.1517 LearningRate 0.0199 Epoch: 11 Global Step: 185090 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:49:53,307-Speed 3254.93 samples/sec Loss 1.1244 LearningRate 0.0198 Epoch: 11 Global Step: 185100 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:49:56,474-Speed 3234.27 samples/sec Loss 1.1381 LearningRate 0.0198 Epoch: 11 Global Step: 185110 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:49:59,586-Speed 3291.01 samples/sec Loss 1.1377 LearningRate 0.0198 Epoch: 11 Global Step: 185120 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:02,711-Speed 3277.20 samples/sec Loss 1.1415 LearningRate 0.0198 Epoch: 11 Global Step: 185130 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:05,815-Speed 3300.04 samples/sec Loss 1.1716 LearningRate 0.0198 Epoch: 11 Global Step: 185140 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:08,911-Speed 3308.12 samples/sec Loss 1.1397 LearningRate 0.0198 Epoch: 11 Global Step: 185150 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:11,994-Speed 3321.71 samples/sec Loss 1.1146 LearningRate 0.0198 Epoch: 11 Global Step: 185160 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:15,084-Speed 3315.24 samples/sec Loss 1.1687 LearningRate 0.0198 Epoch: 11 Global Step: 185170 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:18,165-Speed 3324.39 samples/sec Loss 1.1834 LearningRate 0.0198 Epoch: 11 Global Step: 185180 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:21,237-Speed 3333.44 samples/sec Loss 1.1623 LearningRate 0.0198 Epoch: 11 Global Step: 185190 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:24,315-Speed 3328.07 samples/sec Loss 1.1075 LearningRate 0.0198 Epoch: 11 Global Step: 185200 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:27,465-Speed 3251.10 samples/sec Loss 1.1300 LearningRate 0.0198 Epoch: 11 Global Step: 185210 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:30,559-Speed 3310.64 samples/sec Loss 1.1691 LearningRate 0.0198 Epoch: 11 Global Step: 185220 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:33,669-Speed 3293.05 samples/sec Loss 1.1257 LearningRate 0.0198 Epoch: 11 Global Step: 185230 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:36,764-Speed 3309.75 samples/sec Loss 1.1456 LearningRate 0.0198 Epoch: 11 Global Step: 185240 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:39,873-Speed 3294.74 samples/sec Loss 1.1629 LearningRate 0.0198 Epoch: 11 Global Step: 185250 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:42,973-Speed 3304.46 samples/sec Loss 1.1328 LearningRate 0.0198 Epoch: 11 Global Step: 185260 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:46,055-Speed 3323.49 samples/sec Loss 1.1216 LearningRate 0.0198 Epoch: 11 Global Step: 185270 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:50:49,127-Speed 3334.38 samples/sec Loss 1.1126 LearningRate 0.0198 Epoch: 11 Global Step: 185280 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:52,225-Speed 3305.88 samples/sec Loss 1.1297 LearningRate 0.0198 Epoch: 11 Global Step: 185290 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:55,325-Speed 3304.54 samples/sec Loss 1.1665 LearningRate 0.0198 Epoch: 11 Global Step: 185300 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:50:58,405-Speed 3324.36 samples/sec Loss 1.1300 LearningRate 0.0198 Epoch: 11 Global Step: 185310 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:51:01,479-Speed 3332.17 samples/sec Loss 1.1901 LearningRate 0.0198 Epoch: 11 Global Step: 185320 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:51:04,557-Speed 3328.37 samples/sec Loss 1.1372 LearningRate 0.0198 Epoch: 11 Global Step: 185330 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:51:07,645-Speed 3316.44 samples/sec Loss 1.1810 LearningRate 0.0198 Epoch: 11 Global Step: 185340 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:51:10,714-Speed 3336.65 samples/sec Loss 1.1382 LearningRate 0.0198 Epoch: 11 Global Step: 185350 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:51:13,809-Speed 3310.14 samples/sec Loss 1.1244 LearningRate 0.0198 Epoch: 11 Global Step: 185360 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:51:16,880-Speed 3335.03 samples/sec Loss 1.0961 LearningRate 0.0198 Epoch: 11 Global Step: 185370 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:51:19,954-Speed 3332.07 samples/sec Loss 1.1597 LearningRate 0.0198 Epoch: 11 Global Step: 185380 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:23,041-Speed 3317.51 samples/sec Loss 1.1635 LearningRate 0.0198 Epoch: 11 Global Step: 185390 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:26,129-Speed 3317.90 samples/sec Loss 1.1129 LearningRate 0.0198 Epoch: 11 Global Step: 185400 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:29,205-Speed 3329.12 samples/sec Loss 1.1254 LearningRate 0.0198 Epoch: 11 Global Step: 185410 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:32,281-Speed 3330.12 samples/sec Loss 1.1425 LearningRate 0.0198 Epoch: 11 Global Step: 185420 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:35,393-Speed 3291.11 samples/sec Loss 1.1365 LearningRate 0.0198 Epoch: 11 Global Step: 185430 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:38,477-Speed 3321.03 samples/sec Loss 1.1530 LearningRate 0.0198 Epoch: 11 Global Step: 185440 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:41,549-Speed 3334.45 samples/sec Loss 1.1401 LearningRate 0.0198 Epoch: 11 Global Step: 185450 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:44,633-Speed 3320.70 samples/sec Loss 1.1627 LearningRate 0.0198 Epoch: 11 Global Step: 185460 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:47,726-Speed 3311.94 samples/sec Loss 1.1691 LearningRate 0.0197 Epoch: 11 Global Step: 185470 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:50,790-Speed 3342.64 samples/sec Loss 1.1229 LearningRate 0.0197 Epoch: 11 Global Step: 185480 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:53,880-Speed 3314.80 samples/sec Loss 1.1538 LearningRate 0.0197 Epoch: 11 Global Step: 185490 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:51:56,971-Speed 3313.26 samples/sec Loss 1.1537 LearningRate 0.0197 Epoch: 11 Global Step: 185500 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:00,051-Speed 3325.95 samples/sec Loss 1.1450 LearningRate 0.0197 Epoch: 11 Global Step: 185510 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:03,132-Speed 3324.44 samples/sec Loss 1.2163 LearningRate 0.0197 Epoch: 11 Global Step: 185520 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:06,212-Speed 3325.43 samples/sec Loss 1.1849 LearningRate 0.0197 Epoch: 11 Global Step: 185530 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:09,284-Speed 3334.21 samples/sec Loss 1.1258 LearningRate 0.0197 Epoch: 11 Global Step: 185540 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:12,362-Speed 3327.19 samples/sec Loss 1.1702 LearningRate 0.0197 Epoch: 11 Global Step: 185550 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:15,450-Speed 3317.07 samples/sec Loss 1.1986 LearningRate 0.0197 Epoch: 11 Global Step: 185560 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:18,525-Speed 3330.94 samples/sec Loss 1.1815 LearningRate 0.0197 Epoch: 11 Global Step: 185570 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:21,608-Speed 3321.66 samples/sec Loss 1.1850 LearningRate 0.0197 Epoch: 11 Global Step: 185580 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:24,680-Speed 3334.98 samples/sec Loss 1.1656 LearningRate 0.0197 Epoch: 11 Global Step: 185590 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:27,751-Speed 3335.14 samples/sec Loss 1.2326 LearningRate 0.0197 Epoch: 11 Global Step: 185600 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:30,828-Speed 3328.74 samples/sec Loss 1.2014 LearningRate 0.0197 Epoch: 11 Global Step: 185610 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:33,907-Speed 3326.27 samples/sec Loss 1.1528 LearningRate 0.0197 Epoch: 11 Global Step: 185620 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:36,992-Speed 3320.65 samples/sec Loss 1.1689 LearningRate 0.0197 Epoch: 11 Global Step: 185630 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:40,072-Speed 3325.37 samples/sec Loss 1.1547 LearningRate 0.0197 Epoch: 11 Global Step: 185640 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:43,201-Speed 3273.24 samples/sec Loss 1.2008 LearningRate 0.0197 Epoch: 11 Global Step: 185650 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:52:46,275-Speed 3331.27 samples/sec Loss 1.1434 LearningRate 0.0197 Epoch: 11 Global Step: 185660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:49,360-Speed 3320.91 samples/sec Loss 1.1888 LearningRate 0.0197 Epoch: 11 Global Step: 185670 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:52,436-Speed 3328.80 samples/sec Loss 1.1534 LearningRate 0.0197 Epoch: 11 Global Step: 185680 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:55,511-Speed 3331.35 samples/sec Loss 1.1830 LearningRate 0.0197 Epoch: 11 Global Step: 185690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:52:58,584-Speed 3332.98 samples/sec Loss 1.1782 LearningRate 0.0197 Epoch: 11 Global Step: 185700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:01,660-Speed 3329.93 samples/sec Loss 1.1526 LearningRate 0.0197 Epoch: 11 Global Step: 185710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:04,873-Speed 3188.25 samples/sec Loss 1.1011 LearningRate 0.0197 Epoch: 11 Global Step: 185720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:08,014-Speed 3261.00 samples/sec Loss 1.2041 LearningRate 0.0197 Epoch: 11 Global Step: 185730 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:11,240-Speed 3174.33 samples/sec Loss 1.1602 LearningRate 0.0197 Epoch: 11 Global Step: 185740 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:14,352-Speed 3291.61 samples/sec Loss 1.1478 LearningRate 0.0197 Epoch: 11 Global Step: 185750 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:17,423-Speed 3334.84 samples/sec Loss 1.1642 LearningRate 0.0197 Epoch: 11 Global Step: 185760 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:20,519-Speed 3308.05 samples/sec Loss 1.1521 LearningRate 0.0197 Epoch: 11 Global Step: 185770 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:23,647-Speed 3275.19 samples/sec Loss 1.1565 LearningRate 0.0197 Epoch: 11 Global Step: 185780 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:26,727-Speed 3325.33 samples/sec Loss 1.1285 LearningRate 0.0197 Epoch: 11 Global Step: 185790 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:29,801-Speed 3331.37 samples/sec Loss 1.1684 LearningRate 0.0197 Epoch: 11 Global Step: 185800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:32,878-Speed 3329.73 samples/sec Loss 1.1372 LearningRate 0.0197 Epoch: 11 Global Step: 185810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:36,009-Speed 3270.57 samples/sec Loss 1.1777 LearningRate 0.0197 Epoch: 11 Global Step: 185820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:39,116-Speed 3297.07 samples/sec Loss 1.1748 LearningRate 0.0197 Epoch: 11 Global Step: 185830 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:42,209-Speed 3311.09 samples/sec Loss 1.1695 LearningRate 0.0197 Epoch: 11 Global Step: 185840 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:45,297-Speed 3316.96 samples/sec Loss 1.1664 LearningRate 0.0196 Epoch: 11 Global Step: 185850 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:53:48,503-Speed 3194.61 samples/sec Loss 1.1437 LearningRate 0.0196 Epoch: 11 Global Step: 185860 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:51,638-Speed 3267.47 samples/sec Loss 1.1780 LearningRate 0.0196 Epoch: 11 Global Step: 185870 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:54,779-Speed 3260.17 samples/sec Loss 1.1840 LearningRate 0.0196 Epoch: 11 Global Step: 185880 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:53:57,869-Speed 3315.64 samples/sec Loss 1.2103 LearningRate 0.0196 Epoch: 11 Global Step: 185890 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:00,942-Speed 3333.08 samples/sec Loss 1.1828 LearningRate 0.0196 Epoch: 11 Global Step: 185900 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:04,020-Speed 3327.54 samples/sec Loss 1.1812 LearningRate 0.0196 Epoch: 11 Global Step: 185910 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:07,114-Speed 3310.26 samples/sec Loss 1.1608 LearningRate 0.0196 Epoch: 11 Global Step: 185920 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:10,195-Speed 3324.27 samples/sec Loss 1.1696 LearningRate 0.0196 Epoch: 11 Global Step: 185930 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:13,270-Speed 3330.95 samples/sec Loss 1.2239 LearningRate 0.0196 Epoch: 11 Global Step: 185940 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:16,347-Speed 3328.38 samples/sec Loss 1.2002 LearningRate 0.0196 Epoch: 11 Global Step: 185950 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:19,441-Speed 3310.53 samples/sec Loss 1.1822 LearningRate 0.0196 Epoch: 11 Global Step: 185960 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 18:54:22,513-Speed 3334.03 samples/sec Loss 1.2141 LearningRate 0.0196 Epoch: 11 Global Step: 185970 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:25,686-Speed 3228.39 samples/sec Loss 1.1975 LearningRate 0.0196 Epoch: 11 Global Step: 185980 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:28,766-Speed 3325.46 samples/sec Loss 1.1918 LearningRate 0.0196 Epoch: 11 Global Step: 185990 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:54:31,844-Speed 3327.30 samples/sec Loss 1.1239 LearningRate 0.0196 Epoch: 11 Global Step: 186000 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:55:15,839-[lfw][186000]XNorm: 21.301421 Training: 2022-04-11 18:55:15,839-[lfw][186000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-11 18:55:15,840-[lfw][186000]Accuracy-Highest: 0.99817 Training: 2022-04-11 18:56:06,775-[cfp_fp][186000]XNorm: 21.410969 Training: 2022-04-11 18:56:06,776-[cfp_fp][186000]Accuracy-Flip: 0.98943+-0.00448 Training: 2022-04-11 18:56:06,777-[cfp_fp][186000]Accuracy-Highest: 0.98971 Training: 2022-04-11 18:56:50,737-[agedb_30][186000]XNorm: 22.159895 Training: 2022-04-11 18:56:50,738-[agedb_30][186000]Accuracy-Flip: 0.98167+-0.00632 Training: 2022-04-11 18:56:50,739-[agedb_30][186000]Accuracy-Highest: 0.98500 Training: 2022-04-11 18:56:53,810-Speed 72.13 samples/sec Loss 1.2082 LearningRate 0.0196 Epoch: 11 Global Step: 186010 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:56:56,874-Speed 3342.69 samples/sec Loss 1.1793 LearningRate 0.0196 Epoch: 11 Global Step: 186020 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:56:59,937-Speed 3343.39 samples/sec Loss 1.1898 LearningRate 0.0196 Epoch: 11 Global Step: 186030 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:03,000-Speed 3344.21 samples/sec Loss 1.2053 LearningRate 0.0196 Epoch: 11 Global Step: 186040 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:06,125-Speed 3276.74 samples/sec Loss 1.2105 LearningRate 0.0196 Epoch: 11 Global Step: 186050 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:09,197-Speed 3334.69 samples/sec Loss 1.1798 LearningRate 0.0196 Epoch: 11 Global Step: 186060 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:12,357-Speed 3240.72 samples/sec Loss 1.2140 LearningRate 0.0196 Epoch: 11 Global Step: 186070 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:15,478-Speed 3282.41 samples/sec Loss 1.1446 LearningRate 0.0196 Epoch: 11 Global Step: 186080 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:18,567-Speed 3314.85 samples/sec Loss 1.1600 LearningRate 0.0196 Epoch: 11 Global Step: 186090 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:21,638-Speed 3335.87 samples/sec Loss 1.1522 LearningRate 0.0196 Epoch: 11 Global Step: 186100 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:24,713-Speed 3330.17 samples/sec Loss 1.2225 LearningRate 0.0196 Epoch: 11 Global Step: 186110 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:27,799-Speed 3319.37 samples/sec Loss 1.1935 LearningRate 0.0196 Epoch: 11 Global Step: 186120 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:30,879-Speed 3325.60 samples/sec Loss 1.1495 LearningRate 0.0196 Epoch: 11 Global Step: 186130 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:33,969-Speed 3315.04 samples/sec Loss 1.2233 LearningRate 0.0196 Epoch: 11 Global Step: 186140 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:37,052-Speed 3321.66 samples/sec Loss 1.2065 LearningRate 0.0196 Epoch: 11 Global Step: 186150 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:40,128-Speed 3329.34 samples/sec Loss 1.1968 LearningRate 0.0196 Epoch: 11 Global Step: 186160 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:43,200-Speed 3334.13 samples/sec Loss 1.2032 LearningRate 0.0196 Epoch: 11 Global Step: 186170 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:46,301-Speed 3303.20 samples/sec Loss 1.1850 LearningRate 0.0196 Epoch: 11 Global Step: 186180 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:49,385-Speed 3321.04 samples/sec Loss 1.2028 LearningRate 0.0196 Epoch: 11 Global Step: 186190 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:52,457-Speed 3333.97 samples/sec Loss 1.1955 LearningRate 0.0196 Epoch: 11 Global Step: 186200 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:55,543-Speed 3319.56 samples/sec Loss 1.1694 LearningRate 0.0196 Epoch: 11 Global Step: 186210 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:57:58,629-Speed 3318.35 samples/sec Loss 1.2089 LearningRate 0.0196 Epoch: 11 Global Step: 186220 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:01,703-Speed 3332.24 samples/sec Loss 1.1968 LearningRate 0.0195 Epoch: 11 Global Step: 186230 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:05,570-Speed 2648.46 samples/sec Loss 1.1987 LearningRate 0.0195 Epoch: 11 Global Step: 186240 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:12,137-Speed 1559.57 samples/sec Loss 1.2658 LearningRate 0.0195 Epoch: 11 Global Step: 186250 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:16,013-Speed 2642.44 samples/sec Loss 1.1736 LearningRate 0.0195 Epoch: 11 Global Step: 186260 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:19,096-Speed 3322.26 samples/sec Loss 1.2156 LearningRate 0.0195 Epoch: 11 Global Step: 186270 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:22,170-Speed 3332.08 samples/sec Loss 1.1784 LearningRate 0.0195 Epoch: 11 Global Step: 186280 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:25,263-Speed 3310.69 samples/sec Loss 1.2068 LearningRate 0.0195 Epoch: 11 Global Step: 186290 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:58:28,319-Speed 3352.72 samples/sec Loss 1.1428 LearningRate 0.0195 Epoch: 11 Global Step: 186300 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:31,434-Speed 3287.25 samples/sec Loss 1.1607 LearningRate 0.0195 Epoch: 11 Global Step: 186310 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:34,591-Speed 3244.85 samples/sec Loss 1.2263 LearningRate 0.0195 Epoch: 11 Global Step: 186320 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:37,695-Speed 3299.85 samples/sec Loss 1.1849 LearningRate 0.0195 Epoch: 11 Global Step: 186330 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:40,912-Speed 3183.16 samples/sec Loss 1.2183 LearningRate 0.0195 Epoch: 11 Global Step: 186340 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:44,001-Speed 3316.41 samples/sec Loss 1.1841 LearningRate 0.0195 Epoch: 11 Global Step: 186350 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:47,072-Speed 3334.72 samples/sec Loss 1.1669 LearningRate 0.0195 Epoch: 11 Global Step: 186360 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:50,268-Speed 3204.75 samples/sec Loss 1.2370 LearningRate 0.0195 Epoch: 11 Global Step: 186370 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:53,344-Speed 3329.42 samples/sec Loss 1.1968 LearningRate 0.0195 Epoch: 11 Global Step: 186380 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:56,413-Speed 3337.59 samples/sec Loss 1.1667 LearningRate 0.0195 Epoch: 11 Global Step: 186390 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:58:59,501-Speed 3317.14 samples/sec Loss 1.2013 LearningRate 0.0195 Epoch: 11 Global Step: 186400 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:02,568-Speed 3339.48 samples/sec Loss 1.1996 LearningRate 0.0195 Epoch: 11 Global Step: 186410 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:05,636-Speed 3337.81 samples/sec Loss 1.1881 LearningRate 0.0195 Epoch: 11 Global Step: 186420 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:08,717-Speed 3324.96 samples/sec Loss 1.1884 LearningRate 0.0195 Epoch: 11 Global Step: 186430 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:11,790-Speed 3332.82 samples/sec Loss 1.1834 LearningRate 0.0195 Epoch: 11 Global Step: 186440 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:14,858-Speed 3338.57 samples/sec Loss 1.1178 LearningRate 0.0195 Epoch: 11 Global Step: 186450 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:17,934-Speed 3329.67 samples/sec Loss 1.2657 LearningRate 0.0195 Epoch: 11 Global Step: 186460 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:21,004-Speed 3336.05 samples/sec Loss 1.1921 LearningRate 0.0195 Epoch: 11 Global Step: 186470 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:24,077-Speed 3332.70 samples/sec Loss 1.2286 LearningRate 0.0195 Epoch: 11 Global Step: 186480 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:27,147-Speed 3336.21 samples/sec Loss 1.1931 LearningRate 0.0195 Epoch: 11 Global Step: 186490 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:30,222-Speed 3331.22 samples/sec Loss 1.2113 LearningRate 0.0195 Epoch: 11 Global Step: 186500 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:33,305-Speed 3322.22 samples/sec Loss 1.2187 LearningRate 0.0195 Epoch: 11 Global Step: 186510 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:36,382-Speed 3328.72 samples/sec Loss 1.2177 LearningRate 0.0195 Epoch: 11 Global Step: 186520 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:39,492-Speed 3293.04 samples/sec Loss 1.1790 LearningRate 0.0195 Epoch: 11 Global Step: 186530 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:42,564-Speed 3333.91 samples/sec Loss 1.1511 LearningRate 0.0195 Epoch: 11 Global Step: 186540 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:45,670-Speed 3298.05 samples/sec Loss 1.1751 LearningRate 0.0195 Epoch: 11 Global Step: 186550 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:48,783-Speed 3289.76 samples/sec Loss 1.1862 LearningRate 0.0195 Epoch: 11 Global Step: 186560 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 18:59:51,890-Speed 3296.76 samples/sec Loss 1.1982 LearningRate 0.0195 Epoch: 11 Global Step: 186570 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:54,984-Speed 3309.99 samples/sec Loss 1.1870 LearningRate 0.0195 Epoch: 11 Global Step: 186580 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 18:59:58,059-Speed 3331.71 samples/sec Loss 1.1824 LearningRate 0.0195 Epoch: 11 Global Step: 186590 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:01,134-Speed 3330.51 samples/sec Loss 1.1580 LearningRate 0.0194 Epoch: 11 Global Step: 186600 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:04,234-Speed 3304.15 samples/sec Loss 1.1710 LearningRate 0.0194 Epoch: 11 Global Step: 186610 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:07,344-Speed 3293.20 samples/sec Loss 1.1677 LearningRate 0.0194 Epoch: 11 Global Step: 186620 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:10,423-Speed 3326.01 samples/sec Loss 1.1788 LearningRate 0.0194 Epoch: 11 Global Step: 186630 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:13,495-Speed 3334.89 samples/sec Loss 1.2120 LearningRate 0.0194 Epoch: 11 Global Step: 186640 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:16,563-Speed 3338.39 samples/sec Loss 1.1731 LearningRate 0.0194 Epoch: 11 Global Step: 186650 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:19,632-Speed 3337.08 samples/sec Loss 1.2080 LearningRate 0.0194 Epoch: 11 Global Step: 186660 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:22,689-Speed 3350.12 samples/sec Loss 1.2236 LearningRate 0.0194 Epoch: 11 Global Step: 186670 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:25,760-Speed 3335.27 samples/sec Loss 1.2336 LearningRate 0.0194 Epoch: 11 Global Step: 186680 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:28,836-Speed 3329.66 samples/sec Loss 1.2558 LearningRate 0.0194 Epoch: 11 Global Step: 186690 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:31,989-Speed 3248.94 samples/sec Loss 1.1906 LearningRate 0.0194 Epoch: 11 Global Step: 186700 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:35,086-Speed 3306.44 samples/sec Loss 1.1761 LearningRate 0.0194 Epoch: 11 Global Step: 186710 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:38,173-Speed 3319.04 samples/sec Loss 1.2403 LearningRate 0.0194 Epoch: 11 Global Step: 186720 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:41,248-Speed 3330.75 samples/sec Loss 1.2177 LearningRate 0.0194 Epoch: 11 Global Step: 186730 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:44,387-Speed 3262.82 samples/sec Loss 1.2270 LearningRate 0.0194 Epoch: 11 Global Step: 186740 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:47,508-Speed 3281.96 samples/sec Loss 1.1977 LearningRate 0.0194 Epoch: 11 Global Step: 186750 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:50,666-Speed 3242.69 samples/sec Loss 1.1985 LearningRate 0.0194 Epoch: 11 Global Step: 186760 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:53,741-Speed 3331.00 samples/sec Loss 1.2548 LearningRate 0.0194 Epoch: 11 Global Step: 186770 Fp16 Grad Scale: 262144 Required: 16 hours Training: 2022-04-11 19:00:56,836-Speed 3309.31 samples/sec Loss 1.2225 LearningRate 0.0194 Epoch: 11 Global Step: 186780 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:00:59,907-Speed 3334.72 samples/sec Loss 1.2222 LearningRate 0.0194 Epoch: 11 Global Step: 186790 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:02,968-Speed 3346.64 samples/sec Loss 1.2020 LearningRate 0.0194 Epoch: 11 Global Step: 186800 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:06,048-Speed 3324.81 samples/sec Loss 1.2039 LearningRate 0.0194 Epoch: 11 Global Step: 186810 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:09,140-Speed 3313.13 samples/sec Loss 1.2363 LearningRate 0.0194 Epoch: 11 Global Step: 186820 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:12,208-Speed 3339.03 samples/sec Loss 1.2127 LearningRate 0.0194 Epoch: 11 Global Step: 186830 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:15,292-Speed 3320.62 samples/sec Loss 1.1629 LearningRate 0.0194 Epoch: 11 Global Step: 186840 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:18,372-Speed 3325.13 samples/sec Loss 1.2196 LearningRate 0.0194 Epoch: 11 Global Step: 186850 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:21,459-Speed 3317.58 samples/sec Loss 1.1876 LearningRate 0.0194 Epoch: 11 Global Step: 186860 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:24,539-Speed 3325.98 samples/sec Loss 1.2022 LearningRate 0.0194 Epoch: 11 Global Step: 186870 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:27,637-Speed 3305.96 samples/sec Loss 1.1820 LearningRate 0.0194 Epoch: 11 Global Step: 186880 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:30,710-Speed 3332.87 samples/sec Loss 1.2065 LearningRate 0.0194 Epoch: 11 Global Step: 186890 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:01:33,811-Speed 3302.33 samples/sec Loss 1.2200 LearningRate 0.0194 Epoch: 11 Global Step: 186900 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:36,884-Speed 3333.20 samples/sec Loss 1.2413 LearningRate 0.0194 Epoch: 11 Global Step: 186910 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:39,960-Speed 3330.88 samples/sec Loss 1.1793 LearningRate 0.0194 Epoch: 11 Global Step: 186920 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:43,037-Speed 3328.33 samples/sec Loss 1.2017 LearningRate 0.0194 Epoch: 11 Global Step: 186930 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:46,110-Speed 3332.78 samples/sec Loss 1.2107 LearningRate 0.0194 Epoch: 11 Global Step: 186940 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:49,189-Speed 3326.49 samples/sec Loss 1.1954 LearningRate 0.0194 Epoch: 11 Global Step: 186950 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:52,262-Speed 3333.15 samples/sec Loss 1.2390 LearningRate 0.0194 Epoch: 11 Global Step: 186960 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:55,343-Speed 3324.43 samples/sec Loss 1.2208 LearningRate 0.0194 Epoch: 11 Global Step: 186970 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:01:58,409-Speed 3339.92 samples/sec Loss 1.2086 LearningRate 0.0193 Epoch: 11 Global Step: 186980 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:01,488-Speed 3326.46 samples/sec Loss 1.1868 LearningRate 0.0193 Epoch: 11 Global Step: 186990 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:04,579-Speed 3314.46 samples/sec Loss 1.2311 LearningRate 0.0193 Epoch: 11 Global Step: 187000 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:07,652-Speed 3332.35 samples/sec Loss 1.1910 LearningRate 0.0193 Epoch: 11 Global Step: 187010 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:10,727-Speed 3331.43 samples/sec Loss 1.2453 LearningRate 0.0193 Epoch: 11 Global Step: 187020 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:13,850-Speed 3279.95 samples/sec Loss 1.1826 LearningRate 0.0193 Epoch: 11 Global Step: 187030 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:16,927-Speed 3328.07 samples/sec Loss 1.2139 LearningRate 0.0193 Epoch: 11 Global Step: 187040 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:20,073-Speed 3255.85 samples/sec Loss 1.2274 LearningRate 0.0193 Epoch: 11 Global Step: 187050 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:23,179-Speed 3297.36 samples/sec Loss 1.2232 LearningRate 0.0193 Epoch: 11 Global Step: 187060 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:26,267-Speed 3316.85 samples/sec Loss 1.2342 LearningRate 0.0193 Epoch: 11 Global Step: 187070 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:02:29,488-Speed 3179.94 samples/sec Loss 1.2048 LearningRate 0.0193 Epoch: 11 Global Step: 187080 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:32,589-Speed 3302.55 samples/sec Loss 1.2283 LearningRate 0.0193 Epoch: 11 Global Step: 187090 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:35,673-Speed 3321.47 samples/sec Loss 1.2049 LearningRate 0.0193 Epoch: 11 Global Step: 187100 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:38,800-Speed 3276.09 samples/sec Loss 1.1961 LearningRate 0.0193 Epoch: 11 Global Step: 187110 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:41,879-Speed 3325.74 samples/sec Loss 1.2158 LearningRate 0.0193 Epoch: 11 Global Step: 187120 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:44,953-Speed 3332.03 samples/sec Loss 1.2059 LearningRate 0.0193 Epoch: 11 Global Step: 187130 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:48,036-Speed 3321.71 samples/sec Loss 1.2292 LearningRate 0.0193 Epoch: 11 Global Step: 187140 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:51,125-Speed 3315.64 samples/sec Loss 1.2193 LearningRate 0.0193 Epoch: 11 Global Step: 187150 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:54,232-Speed 3296.78 samples/sec Loss 1.2334 LearningRate 0.0193 Epoch: 11 Global Step: 187160 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:02:57,331-Speed 3305.66 samples/sec Loss 1.2066 LearningRate 0.0193 Epoch: 11 Global Step: 187170 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:03:00,422-Speed 3313.14 samples/sec Loss 1.2387 LearningRate 0.0193 Epoch: 11 Global Step: 187180 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:03:03,511-Speed 3316.18 samples/sec Loss 1.1960 LearningRate 0.0193 Epoch: 11 Global Step: 187190 Fp16 Grad Scale: 131072 Required: 16 hours Training: 2022-04-11 19:03:06,673-Speed 3239.16 samples/sec Loss 1.1841 LearningRate 0.0193 Epoch: 11 Global Step: 187200 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:03:09,748-Speed 3330.47 samples/sec Loss 1.1776 LearningRate 0.0193 Epoch: 11 Global Step: 187210 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:03:12,825-Speed 3329.09 samples/sec Loss 1.2045 LearningRate 0.0193 Epoch: 11 Global Step: 187220 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:03:15,926-Speed 3302.25 samples/sec Loss 1.2147 LearningRate 0.0193 Epoch: 11 Global Step: 187230 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:03:19,022-Speed 3307.95 samples/sec Loss 1.1953 LearningRate 0.0193 Epoch: 11 Global Step: 187240 Fp16 Grad Scale: 65536 Required: 16 hours Training: 2022-04-11 19:03:22,100-Speed 3328.80 samples/sec Loss 1.2177 LearningRate 0.0193 Epoch: 11 Global Step: 187250 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:03:25,178-Speed 3327.41 samples/sec Loss 1.1721 LearningRate 0.0193 Epoch: 11 Global Step: 187260 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:03:28,253-Speed 3330.98 samples/sec Loss 1.2320 LearningRate 0.0193 Epoch: 11 Global Step: 187270 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:03:31,344-Speed 3313.43 samples/sec Loss 1.2152 LearningRate 0.0193 Epoch: 11 Global Step: 187280 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:03:34,424-Speed 3325.34 samples/sec Loss 1.2300 LearningRate 0.0193 Epoch: 11 Global Step: 187290 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:03:37,506-Speed 3323.36 samples/sec Loss 1.2129 LearningRate 0.0193 Epoch: 11 Global Step: 187300 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:03:40,582-Speed 3329.43 samples/sec Loss 1.1685 LearningRate 0.0193 Epoch: 11 Global Step: 187310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:03:43,655-Speed 3333.01 samples/sec Loss 1.1799 LearningRate 0.0193 Epoch: 11 Global Step: 187320 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:03:46,728-Speed 3333.03 samples/sec Loss 1.2477 LearningRate 0.0193 Epoch: 11 Global Step: 187330 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:03:49,814-Speed 3318.73 samples/sec Loss 1.2173 LearningRate 0.0193 Epoch: 11 Global Step: 187340 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:03:52,889-Speed 3331.44 samples/sec Loss 1.2523 LearningRate 0.0193 Epoch: 11 Global Step: 187350 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:03:55,961-Speed 3333.95 samples/sec Loss 1.1750 LearningRate 0.0192 Epoch: 11 Global Step: 187360 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:03:59,033-Speed 3333.29 samples/sec Loss 1.2605 LearningRate 0.0192 Epoch: 11 Global Step: 187370 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:04:02,159-Speed 3276.74 samples/sec Loss 1.2749 LearningRate 0.0192 Epoch: 11 Global Step: 187380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:05,236-Speed 3328.70 samples/sec Loss 1.1882 LearningRate 0.0192 Epoch: 11 Global Step: 187390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:08,314-Speed 3327.51 samples/sec Loss 1.2352 LearningRate 0.0192 Epoch: 11 Global Step: 187400 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:11,477-Speed 3238.31 samples/sec Loss 1.2588 LearningRate 0.0192 Epoch: 11 Global Step: 187410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:14,650-Speed 3227.75 samples/sec Loss 1.2145 LearningRate 0.0192 Epoch: 11 Global Step: 187420 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:17,805-Speed 3246.77 samples/sec Loss 1.2198 LearningRate 0.0192 Epoch: 11 Global Step: 187430 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:20,916-Speed 3292.13 samples/sec Loss 1.2215 LearningRate 0.0192 Epoch: 11 Global Step: 187440 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:24,018-Speed 3302.05 samples/sec Loss 1.2207 LearningRate 0.0192 Epoch: 11 Global Step: 187450 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:27,207-Speed 3212.50 samples/sec Loss 1.1555 LearningRate 0.0192 Epoch: 11 Global Step: 187460 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:30,335-Speed 3273.43 samples/sec Loss 1.2070 LearningRate 0.0192 Epoch: 11 Global Step: 187470 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:33,419-Speed 3322.22 samples/sec Loss 1.2132 LearningRate 0.0192 Epoch: 11 Global Step: 187480 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:04:36,540-Speed 3281.35 samples/sec Loss 1.1865 LearningRate 0.0192 Epoch: 11 Global Step: 187490 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:04:39,617-Speed 3328.20 samples/sec Loss 1.2676 LearningRate 0.0192 Epoch: 11 Global Step: 187500 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:04:42,706-Speed 3316.09 samples/sec Loss 1.2436 LearningRate 0.0192 Epoch: 11 Global Step: 187510 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:04:45,814-Speed 3296.19 samples/sec Loss 1.2300 LearningRate 0.0192 Epoch: 11 Global Step: 187520 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:49,049-Speed 3165.61 samples/sec Loss 1.2539 LearningRate 0.0192 Epoch: 11 Global Step: 187530 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:52,176-Speed 3275.11 samples/sec Loss 1.2203 LearningRate 0.0192 Epoch: 11 Global Step: 187540 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:55,261-Speed 3320.89 samples/sec Loss 1.2298 LearningRate 0.0192 Epoch: 11 Global Step: 187550 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:04:58,382-Speed 3281.43 samples/sec Loss 1.2297 LearningRate 0.0192 Epoch: 11 Global Step: 187560 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:01,523-Speed 3259.91 samples/sec Loss 1.2635 LearningRate 0.0192 Epoch: 11 Global Step: 187570 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:04,599-Speed 3329.96 samples/sec Loss 1.2309 LearningRate 0.0192 Epoch: 11 Global Step: 187580 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:07,697-Speed 3306.26 samples/sec Loss 1.2339 LearningRate 0.0192 Epoch: 11 Global Step: 187590 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:10,808-Speed 3292.81 samples/sec Loss 1.2152 LearningRate 0.0192 Epoch: 11 Global Step: 187600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:13,894-Speed 3318.84 samples/sec Loss 1.2404 LearningRate 0.0192 Epoch: 11 Global Step: 187610 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:16,980-Speed 3319.18 samples/sec Loss 1.2279 LearningRate 0.0192 Epoch: 11 Global Step: 187620 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:05:20,069-Speed 3315.80 samples/sec Loss 1.2006 LearningRate 0.0192 Epoch: 11 Global Step: 187630 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:05:23,199-Speed 3271.91 samples/sec Loss 1.2049 LearningRate 0.0192 Epoch: 11 Global Step: 187640 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:05:26,386-Speed 3214.29 samples/sec Loss 1.2455 LearningRate 0.0192 Epoch: 11 Global Step: 187650 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:05:29,545-Speed 3241.48 samples/sec Loss 1.2467 LearningRate 0.0192 Epoch: 11 Global Step: 187660 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:32,630-Speed 3320.77 samples/sec Loss 1.1901 LearningRate 0.0192 Epoch: 11 Global Step: 187670 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:35,832-Speed 3198.30 samples/sec Loss 1.2142 LearningRate 0.0192 Epoch: 11 Global Step: 187680 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:38,944-Speed 3292.25 samples/sec Loss 1.1563 LearningRate 0.0192 Epoch: 11 Global Step: 187690 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:42,032-Speed 3316.39 samples/sec Loss 1.1933 LearningRate 0.0192 Epoch: 11 Global Step: 187700 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:45,131-Speed 3305.60 samples/sec Loss 1.2561 LearningRate 0.0192 Epoch: 11 Global Step: 187710 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:48,234-Speed 3300.54 samples/sec Loss 1.2026 LearningRate 0.0192 Epoch: 11 Global Step: 187720 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:51,318-Speed 3320.74 samples/sec Loss 1.2361 LearningRate 0.0192 Epoch: 11 Global Step: 187730 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:54,423-Speed 3298.24 samples/sec Loss 1.2051 LearningRate 0.0191 Epoch: 11 Global Step: 187740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:05:57,590-Speed 3234.02 samples/sec Loss 1.2362 LearningRate 0.0191 Epoch: 11 Global Step: 187750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:00,733-Speed 3258.66 samples/sec Loss 1.2572 LearningRate 0.0191 Epoch: 11 Global Step: 187760 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:06:03,824-Speed 3314.24 samples/sec Loss 1.2448 LearningRate 0.0191 Epoch: 11 Global Step: 187770 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:06:06,908-Speed 3321.16 samples/sec Loss 1.1983 LearningRate 0.0191 Epoch: 11 Global Step: 187780 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:06:09,992-Speed 3321.38 samples/sec Loss 1.2622 LearningRate 0.0191 Epoch: 11 Global Step: 187790 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:06:13,085-Speed 3310.99 samples/sec Loss 1.2707 LearningRate 0.0191 Epoch: 11 Global Step: 187800 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:06:16,169-Speed 3321.34 samples/sec Loss 1.2057 LearningRate 0.0191 Epoch: 11 Global Step: 187810 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:06:19,348-Speed 3221.65 samples/sec Loss 1.2090 LearningRate 0.0191 Epoch: 11 Global Step: 187820 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:22,486-Speed 3263.75 samples/sec Loss 1.2574 LearningRate 0.0191 Epoch: 11 Global Step: 187830 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:25,583-Speed 3307.02 samples/sec Loss 1.1938 LearningRate 0.0191 Epoch: 11 Global Step: 187840 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:28,691-Speed 3295.86 samples/sec Loss 1.2414 LearningRate 0.0191 Epoch: 11 Global Step: 187850 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:31,770-Speed 3325.87 samples/sec Loss 1.2591 LearningRate 0.0191 Epoch: 11 Global Step: 187860 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:34,870-Speed 3305.41 samples/sec Loss 1.2072 LearningRate 0.0191 Epoch: 11 Global Step: 187870 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:38,069-Speed 3200.90 samples/sec Loss 1.2498 LearningRate 0.0191 Epoch: 11 Global Step: 187880 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:41,221-Speed 3251.06 samples/sec Loss 1.2742 LearningRate 0.0191 Epoch: 11 Global Step: 187890 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:44,303-Speed 3322.19 samples/sec Loss 1.2092 LearningRate 0.0191 Epoch: 11 Global Step: 187900 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:47,411-Speed 3295.38 samples/sec Loss 1.2642 LearningRate 0.0191 Epoch: 11 Global Step: 187910 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:50,492-Speed 3325.06 samples/sec Loss 1.1992 LearningRate 0.0191 Epoch: 11 Global Step: 187920 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:53,604-Speed 3291.12 samples/sec Loss 1.2625 LearningRate 0.0191 Epoch: 11 Global Step: 187930 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:56,687-Speed 3321.79 samples/sec Loss 1.2520 LearningRate 0.0191 Epoch: 11 Global Step: 187940 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:06:59,823-Speed 3265.98 samples/sec Loss 1.2213 LearningRate 0.0191 Epoch: 11 Global Step: 187950 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:07:02,916-Speed 3311.88 samples/sec Loss 1.2834 LearningRate 0.0191 Epoch: 11 Global Step: 187960 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:07:05,998-Speed 3323.26 samples/sec Loss 1.2235 LearningRate 0.0191 Epoch: 11 Global Step: 187970 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:07:09,088-Speed 3314.79 samples/sec Loss 1.2784 LearningRate 0.0191 Epoch: 11 Global Step: 187980 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:07:12,192-Speed 3299.14 samples/sec Loss 1.2754 LearningRate 0.0191 Epoch: 11 Global Step: 187990 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:07:15,320-Speed 3274.60 samples/sec Loss 1.2734 LearningRate 0.0191 Epoch: 11 Global Step: 188000 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:07:59,417-[lfw][188000]XNorm: 21.595937 Training: 2022-04-11 19:07:59,417-[lfw][188000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 19:07:59,418-[lfw][188000]Accuracy-Highest: 0.99817 Training: 2022-04-11 19:08:50,578-[cfp_fp][188000]XNorm: 21.456830 Training: 2022-04-11 19:08:50,578-[cfp_fp][188000]Accuracy-Flip: 0.98957+-0.00461 Training: 2022-04-11 19:08:50,579-[cfp_fp][188000]Accuracy-Highest: 0.98971 Training: 2022-04-11 19:09:34,659-[agedb_30][188000]XNorm: 22.247376 Training: 2022-04-11 19:09:34,660-[agedb_30][188000]Accuracy-Flip: 0.98400+-0.00720 Training: 2022-04-11 19:09:34,660-[agedb_30][188000]Accuracy-Highest: 0.98500 Training: 2022-04-11 19:09:37,791-Speed 71.87 samples/sec Loss 1.2898 LearningRate 0.0191 Epoch: 11 Global Step: 188010 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:09:40,939-Speed 3253.57 samples/sec Loss 1.2428 LearningRate 0.0191 Epoch: 11 Global Step: 188020 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:09:44,053-Speed 3289.59 samples/sec Loss 1.2305 LearningRate 0.0191 Epoch: 11 Global Step: 188030 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:09:47,117-Speed 3341.91 samples/sec Loss 1.2230 LearningRate 0.0191 Epoch: 11 Global Step: 188040 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:09:50,187-Speed 3337.06 samples/sec Loss 1.2531 LearningRate 0.0191 Epoch: 11 Global Step: 188050 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:09:53,268-Speed 3324.11 samples/sec Loss 1.2436 LearningRate 0.0191 Epoch: 11 Global Step: 188060 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:09:56,358-Speed 3314.07 samples/sec Loss 1.2279 LearningRate 0.0191 Epoch: 11 Global Step: 188070 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:09:59,420-Speed 3345.26 samples/sec Loss 1.2546 LearningRate 0.0191 Epoch: 11 Global Step: 188080 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:02,510-Speed 3315.28 samples/sec Loss 1.2214 LearningRate 0.0191 Epoch: 11 Global Step: 188090 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:05,632-Speed 3280.04 samples/sec Loss 1.2694 LearningRate 0.0191 Epoch: 11 Global Step: 188100 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:08,713-Speed 3324.13 samples/sec Loss 1.2408 LearningRate 0.0191 Epoch: 11 Global Step: 188110 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:11,839-Speed 3276.91 samples/sec Loss 1.2385 LearningRate 0.0190 Epoch: 11 Global Step: 188120 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:14,913-Speed 3331.82 samples/sec Loss 1.2318 LearningRate 0.0190 Epoch: 11 Global Step: 188130 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:18,015-Speed 3302.08 samples/sec Loss 1.2338 LearningRate 0.0190 Epoch: 11 Global Step: 188140 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:21,104-Speed 3315.84 samples/sec Loss 1.2340 LearningRate 0.0190 Epoch: 11 Global Step: 188150 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:24,330-Speed 3174.95 samples/sec Loss 1.2325 LearningRate 0.0190 Epoch: 11 Global Step: 188160 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:27,463-Speed 3269.41 samples/sec Loss 1.2341 LearningRate 0.0190 Epoch: 11 Global Step: 188170 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:10:30,534-Speed 3334.54 samples/sec Loss 1.2815 LearningRate 0.0190 Epoch: 11 Global Step: 188180 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:33,607-Speed 3333.11 samples/sec Loss 1.2543 LearningRate 0.0190 Epoch: 11 Global Step: 188190 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:36,678-Speed 3334.98 samples/sec Loss 1.2525 LearningRate 0.0190 Epoch: 11 Global Step: 188200 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:39,805-Speed 3275.35 samples/sec Loss 1.2720 LearningRate 0.0190 Epoch: 11 Global Step: 188210 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:42,999-Speed 3207.15 samples/sec Loss 1.2359 LearningRate 0.0190 Epoch: 11 Global Step: 188220 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:46,109-Speed 3292.58 samples/sec Loss 1.2182 LearningRate 0.0190 Epoch: 11 Global Step: 188230 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:49,207-Speed 3306.03 samples/sec Loss 1.2630 LearningRate 0.0190 Epoch: 11 Global Step: 188240 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:52,284-Speed 3329.42 samples/sec Loss 1.2354 LearningRate 0.0190 Epoch: 11 Global Step: 188250 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:55,357-Speed 3333.04 samples/sec Loss 1.2054 LearningRate 0.0190 Epoch: 11 Global Step: 188260 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:10:58,431-Speed 3331.98 samples/sec Loss 1.2707 LearningRate 0.0190 Epoch: 11 Global Step: 188270 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:01,503-Speed 3334.40 samples/sec Loss 1.2790 LearningRate 0.0190 Epoch: 11 Global Step: 188280 Fp16 Grad Scale: 262144 Required: 15 hours Training: 2022-04-11 19:11:04,565-Speed 3344.15 samples/sec Loss 1.2435 LearningRate 0.0190 Epoch: 11 Global Step: 188290 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:07,648-Speed 3323.01 samples/sec Loss 1.2673 LearningRate 0.0190 Epoch: 11 Global Step: 188300 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:10,737-Speed 3314.61 samples/sec Loss 1.2471 LearningRate 0.0190 Epoch: 11 Global Step: 188310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:13,819-Speed 3323.63 samples/sec Loss 1.2673 LearningRate 0.0190 Epoch: 11 Global Step: 188320 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:16,889-Speed 3336.47 samples/sec Loss 1.2398 LearningRate 0.0190 Epoch: 11 Global Step: 188330 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:19,957-Speed 3338.73 samples/sec Loss 1.2210 LearningRate 0.0190 Epoch: 11 Global Step: 188340 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:23,036-Speed 3326.50 samples/sec Loss 1.2142 LearningRate 0.0190 Epoch: 11 Global Step: 188350 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:26,126-Speed 3314.67 samples/sec Loss 1.3026 LearningRate 0.0190 Epoch: 11 Global Step: 188360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:29,201-Speed 3330.90 samples/sec Loss 1.2050 LearningRate 0.0190 Epoch: 11 Global Step: 188370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:32,282-Speed 3324.68 samples/sec Loss 1.2436 LearningRate 0.0190 Epoch: 11 Global Step: 188380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:35,366-Speed 3320.79 samples/sec Loss 1.2364 LearningRate 0.0190 Epoch: 11 Global Step: 188390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:38,450-Speed 3320.54 samples/sec Loss 1.2579 LearningRate 0.0190 Epoch: 11 Global Step: 188400 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:41,524-Speed 3332.17 samples/sec Loss 1.2367 LearningRate 0.0190 Epoch: 11 Global Step: 188410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:44,595-Speed 3335.59 samples/sec Loss 1.2416 LearningRate 0.0190 Epoch: 11 Global Step: 188420 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:11:47,693-Speed 3306.18 samples/sec Loss 1.2550 LearningRate 0.0190 Epoch: 11 Global Step: 188430 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:50,762-Speed 3337.17 samples/sec Loss 1.2378 LearningRate 0.0190 Epoch: 11 Global Step: 188440 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:53,844-Speed 3323.75 samples/sec Loss 1.2232 LearningRate 0.0190 Epoch: 11 Global Step: 188450 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:56,926-Speed 3322.85 samples/sec Loss 1.2137 LearningRate 0.0190 Epoch: 11 Global Step: 188460 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:11:59,990-Speed 3342.50 samples/sec Loss 1.2489 LearningRate 0.0190 Epoch: 11 Global Step: 188470 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:03,062-Speed 3334.82 samples/sec Loss 1.2435 LearningRate 0.0190 Epoch: 11 Global Step: 188480 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:06,204-Speed 3259.87 samples/sec Loss 1.2413 LearningRate 0.0190 Epoch: 11 Global Step: 188490 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:09,324-Speed 3282.41 samples/sec Loss 1.2305 LearningRate 0.0190 Epoch: 11 Global Step: 188500 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:12,404-Speed 3325.48 samples/sec Loss 1.2251 LearningRate 0.0189 Epoch: 11 Global Step: 188510 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:15,551-Speed 3255.30 samples/sec Loss 1.2595 LearningRate 0.0189 Epoch: 11 Global Step: 188520 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:18,645-Speed 3310.28 samples/sec Loss 1.2359 LearningRate 0.0189 Epoch: 11 Global Step: 188530 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:21,713-Speed 3337.84 samples/sec Loss 1.2571 LearningRate 0.0189 Epoch: 11 Global Step: 188540 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:24,782-Speed 3337.36 samples/sec Loss 1.2632 LearningRate 0.0189 Epoch: 11 Global Step: 188550 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:27,865-Speed 3322.80 samples/sec Loss 1.2724 LearningRate 0.0189 Epoch: 11 Global Step: 188560 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:12:30,937-Speed 3333.36 samples/sec Loss 1.2324 LearningRate 0.0189 Epoch: 11 Global Step: 188570 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:34,012-Speed 3330.98 samples/sec Loss 1.2752 LearningRate 0.0189 Epoch: 11 Global Step: 188580 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:37,104-Speed 3312.93 samples/sec Loss 1.2368 LearningRate 0.0189 Epoch: 11 Global Step: 188590 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:40,177-Speed 3332.45 samples/sec Loss 1.2342 LearningRate 0.0189 Epoch: 11 Global Step: 188600 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:43,247-Speed 3337.09 samples/sec Loss 1.2609 LearningRate 0.0189 Epoch: 11 Global Step: 188610 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:46,335-Speed 3316.86 samples/sec Loss 1.2679 LearningRate 0.0189 Epoch: 11 Global Step: 188620 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:49,501-Speed 3235.03 samples/sec Loss 1.2805 LearningRate 0.0189 Epoch: 11 Global Step: 188630 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:52,582-Speed 3324.09 samples/sec Loss 1.2509 LearningRate 0.0189 Epoch: 11 Global Step: 188640 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:55,653-Speed 3335.04 samples/sec Loss 1.2176 LearningRate 0.0189 Epoch: 11 Global Step: 188650 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:12:58,775-Speed 3280.18 samples/sec Loss 1.2303 LearningRate 0.0189 Epoch: 11 Global Step: 188660 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:01,855-Speed 3326.21 samples/sec Loss 1.2402 LearningRate 0.0189 Epoch: 11 Global Step: 188670 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:04,980-Speed 3277.18 samples/sec Loss 1.2102 LearningRate 0.0189 Epoch: 11 Global Step: 188680 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:08,053-Speed 3333.42 samples/sec Loss 1.2629 LearningRate 0.0189 Epoch: 11 Global Step: 188690 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:11,150-Speed 3306.93 samples/sec Loss 1.2320 LearningRate 0.0189 Epoch: 11 Global Step: 188700 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:14,283-Speed 3268.87 samples/sec Loss 1.2507 LearningRate 0.0189 Epoch: 11 Global Step: 188710 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:17,397-Speed 3289.38 samples/sec Loss 1.2578 LearningRate 0.0189 Epoch: 11 Global Step: 188720 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:20,468-Speed 3335.32 samples/sec Loss 1.2286 LearningRate 0.0189 Epoch: 11 Global Step: 188730 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:23,550-Speed 3323.41 samples/sec Loss 1.2655 LearningRate 0.0189 Epoch: 11 Global Step: 188740 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:13:26,614-Speed 3342.50 samples/sec Loss 1.2859 LearningRate 0.0189 Epoch: 11 Global Step: 188750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:13:29,704-Speed 3314.52 samples/sec Loss 1.3135 LearningRate 0.0189 Epoch: 11 Global Step: 188760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:13:32,770-Speed 3340.26 samples/sec Loss 1.2668 LearningRate 0.0189 Epoch: 11 Global Step: 188770 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:35,860-Speed 3314.74 samples/sec Loss 1.2239 LearningRate 0.0189 Epoch: 11 Global Step: 188780 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:38,940-Speed 3325.83 samples/sec Loss 1.2546 LearningRate 0.0189 Epoch: 11 Global Step: 188790 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:42,009-Speed 3337.46 samples/sec Loss 1.2965 LearningRate 0.0189 Epoch: 11 Global Step: 188800 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:45,137-Speed 3274.52 samples/sec Loss 1.2838 LearningRate 0.0189 Epoch: 11 Global Step: 188810 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:48,215-Speed 3327.77 samples/sec Loss 1.2587 LearningRate 0.0189 Epoch: 11 Global Step: 188820 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:51,287-Speed 3333.38 samples/sec Loss 1.2368 LearningRate 0.0189 Epoch: 11 Global Step: 188830 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:54,400-Speed 3290.42 samples/sec Loss 1.2869 LearningRate 0.0189 Epoch: 11 Global Step: 188840 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:13:57,524-Speed 3278.53 samples/sec Loss 1.2614 LearningRate 0.0189 Epoch: 11 Global Step: 188850 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:14:00,600-Speed 3329.87 samples/sec Loss 1.2702 LearningRate 0.0189 Epoch: 11 Global Step: 188860 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:14:03,681-Speed 3324.50 samples/sec Loss 1.2201 LearningRate 0.0189 Epoch: 11 Global Step: 188870 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:06,757-Speed 3330.68 samples/sec Loss 1.2664 LearningRate 0.0189 Epoch: 11 Global Step: 188880 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:09,827-Speed 3335.39 samples/sec Loss 1.2991 LearningRate 0.0188 Epoch: 11 Global Step: 188890 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:12,905-Speed 3327.98 samples/sec Loss 1.2312 LearningRate 0.0188 Epoch: 11 Global Step: 188900 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:15,977-Speed 3334.18 samples/sec Loss 1.2756 LearningRate 0.0188 Epoch: 11 Global Step: 188910 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:19,054-Speed 3329.01 samples/sec Loss 1.3135 LearningRate 0.0188 Epoch: 11 Global Step: 188920 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:22,129-Speed 3330.75 samples/sec Loss 1.2492 LearningRate 0.0188 Epoch: 11 Global Step: 188930 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:25,203-Speed 3331.43 samples/sec Loss 1.3085 LearningRate 0.0188 Epoch: 11 Global Step: 188940 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:28,275-Speed 3334.47 samples/sec Loss 1.2731 LearningRate 0.0188 Epoch: 11 Global Step: 188950 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:31,389-Speed 3288.85 samples/sec Loss 1.2913 LearningRate 0.0188 Epoch: 11 Global Step: 188960 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:34,479-Speed 3314.61 samples/sec Loss 1.3059 LearningRate 0.0188 Epoch: 11 Global Step: 188970 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:14:37,552-Speed 3333.01 samples/sec Loss 1.2468 LearningRate 0.0188 Epoch: 11 Global Step: 188980 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:14:40,632-Speed 3325.48 samples/sec Loss 1.2628 LearningRate 0.0188 Epoch: 11 Global Step: 188990 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:14:43,711-Speed 3325.98 samples/sec Loss 1.2430 LearningRate 0.0188 Epoch: 11 Global Step: 189000 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:14:46,797-Speed 3328.82 samples/sec Loss 1.2566 LearningRate 0.0188 Epoch: 11 Global Step: 189010 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:14:49,868-Speed 3334.77 samples/sec Loss 1.2665 LearningRate 0.0188 Epoch: 11 Global Step: 189020 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:14:52,945-Speed 3328.58 samples/sec Loss 1.3228 LearningRate 0.0188 Epoch: 11 Global Step: 189030 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:56,019-Speed 3332.82 samples/sec Loss 1.2793 LearningRate 0.0188 Epoch: 11 Global Step: 189040 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:14:59,100-Speed 3324.03 samples/sec Loss 1.2387 LearningRate 0.0188 Epoch: 11 Global Step: 189050 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:02,178-Speed 3327.07 samples/sec Loss 1.2970 LearningRate 0.0188 Epoch: 11 Global Step: 189060 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:05,252-Speed 3332.22 samples/sec Loss 1.3140 LearningRate 0.0188 Epoch: 11 Global Step: 189070 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:08,330-Speed 3327.71 samples/sec Loss 1.2420 LearningRate 0.0188 Epoch: 11 Global Step: 189080 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:11,432-Speed 3301.51 samples/sec Loss 1.2548 LearningRate 0.0188 Epoch: 11 Global Step: 189090 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:14,510-Speed 3327.71 samples/sec Loss 1.2119 LearningRate 0.0188 Epoch: 11 Global Step: 189100 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:17,584-Speed 3332.48 samples/sec Loss 1.2486 LearningRate 0.0188 Epoch: 11 Global Step: 189110 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:20,688-Speed 3299.33 samples/sec Loss 1.2836 LearningRate 0.0188 Epoch: 11 Global Step: 189120 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:23,766-Speed 3328.23 samples/sec Loss 1.2711 LearningRate 0.0188 Epoch: 11 Global Step: 189130 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:26,856-Speed 3315.00 samples/sec Loss 1.2380 LearningRate 0.0188 Epoch: 11 Global Step: 189140 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:29,946-Speed 3313.91 samples/sec Loss 1.2825 LearningRate 0.0188 Epoch: 11 Global Step: 189150 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:33,037-Speed 3313.50 samples/sec Loss 1.2679 LearningRate 0.0188 Epoch: 11 Global Step: 189160 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:36,216-Speed 3222.68 samples/sec Loss 1.2905 LearningRate 0.0188 Epoch: 11 Global Step: 189170 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:39,367-Speed 3250.03 samples/sec Loss 1.3029 LearningRate 0.0188 Epoch: 11 Global Step: 189180 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:42,476-Speed 3294.74 samples/sec Loss 1.2548 LearningRate 0.0188 Epoch: 11 Global Step: 189190 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:45,741-Speed 3136.42 samples/sec Loss 1.2751 LearningRate 0.0188 Epoch: 11 Global Step: 189200 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:15:48,974-Speed 3168.29 samples/sec Loss 1.3053 LearningRate 0.0188 Epoch: 11 Global Step: 189210 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:52,191-Speed 3183.84 samples/sec Loss 1.2650 LearningRate 0.0188 Epoch: 11 Global Step: 189220 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:55,346-Speed 3247.37 samples/sec Loss 1.2858 LearningRate 0.0188 Epoch: 11 Global Step: 189230 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:15:58,419-Speed 3332.37 samples/sec Loss 1.2587 LearningRate 0.0188 Epoch: 11 Global Step: 189240 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:01,498-Speed 3326.51 samples/sec Loss 1.3036 LearningRate 0.0188 Epoch: 11 Global Step: 189250 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:04,664-Speed 3235.49 samples/sec Loss 1.2908 LearningRate 0.0188 Epoch: 11 Global Step: 189260 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:07,753-Speed 3315.09 samples/sec Loss 1.3002 LearningRate 0.0188 Epoch: 11 Global Step: 189270 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:10,895-Speed 3259.97 samples/sec Loss 1.2991 LearningRate 0.0187 Epoch: 11 Global Step: 189280 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:14,125-Speed 3170.69 samples/sec Loss 1.2367 LearningRate 0.0187 Epoch: 11 Global Step: 189290 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:17,290-Speed 3237.52 samples/sec Loss 1.2473 LearningRate 0.0187 Epoch: 11 Global Step: 189300 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:20,511-Speed 3179.46 samples/sec Loss 1.2435 LearningRate 0.0187 Epoch: 11 Global Step: 189310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:16:23,604-Speed 3311.06 samples/sec Loss 1.3064 LearningRate 0.0187 Epoch: 11 Global Step: 189320 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:16:26,690-Speed 3318.95 samples/sec Loss 1.2374 LearningRate 0.0187 Epoch: 11 Global Step: 189330 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:16:29,768-Speed 3327.54 samples/sec Loss 1.2650 LearningRate 0.0187 Epoch: 11 Global Step: 189340 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:16:32,947-Speed 3222.42 samples/sec Loss 1.2807 LearningRate 0.0187 Epoch: 11 Global Step: 189350 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:16:36,011-Speed 3342.90 samples/sec Loss 1.2452 LearningRate 0.0187 Epoch: 11 Global Step: 189360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:39,111-Speed 3303.88 samples/sec Loss 1.2583 LearningRate 0.0187 Epoch: 11 Global Step: 189370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:42,249-Speed 3263.91 samples/sec Loss 1.2912 LearningRate 0.0187 Epoch: 11 Global Step: 189380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:45,350-Speed 3303.12 samples/sec Loss 1.2776 LearningRate 0.0187 Epoch: 11 Global Step: 189390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:48,471-Speed 3281.69 samples/sec Loss 1.2730 LearningRate 0.0187 Epoch: 11 Global Step: 189400 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:51,548-Speed 3328.63 samples/sec Loss 1.2966 LearningRate 0.0187 Epoch: 11 Global Step: 189410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:54,623-Speed 3330.39 samples/sec Loss 1.2831 LearningRate 0.0187 Epoch: 11 Global Step: 189420 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:16:57,725-Speed 3301.87 samples/sec Loss 1.2250 LearningRate 0.0187 Epoch: 11 Global Step: 189430 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:17:00,844-Speed 3284.55 samples/sec Loss 1.2904 LearningRate 0.0187 Epoch: 11 Global Step: 189440 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:17:03,955-Speed 3291.96 samples/sec Loss 1.2948 LearningRate 0.0187 Epoch: 11 Global Step: 189450 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:17:07,068-Speed 3289.64 samples/sec Loss 1.2383 LearningRate 0.0187 Epoch: 11 Global Step: 189460 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:17:10,144-Speed 3330.57 samples/sec Loss 1.2871 LearningRate 0.0187 Epoch: 11 Global Step: 189470 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:17:13,218-Speed 3331.72 samples/sec Loss 1.2926 LearningRate 0.0187 Epoch: 11 Global Step: 189480 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:17:16,266-Speed 3360.18 samples/sec Loss 1.2352 LearningRate 0.0187 Epoch: 11 Global Step: 189490 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:19,440-Speed 3227.26 samples/sec Loss 1.2914 LearningRate 0.0187 Epoch: 11 Global Step: 189500 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:22,530-Speed 3314.25 samples/sec Loss 1.2898 LearningRate 0.0187 Epoch: 11 Global Step: 189510 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:25,668-Speed 3264.38 samples/sec Loss 1.3162 LearningRate 0.0187 Epoch: 11 Global Step: 189520 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:28,797-Speed 3273.23 samples/sec Loss 1.3037 LearningRate 0.0187 Epoch: 11 Global Step: 189530 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:31,917-Speed 3282.16 samples/sec Loss 1.2871 LearningRate 0.0187 Epoch: 11 Global Step: 189540 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:34,995-Speed 3327.68 samples/sec Loss 1.3530 LearningRate 0.0187 Epoch: 11 Global Step: 189550 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:38,120-Speed 3278.34 samples/sec Loss 1.3003 LearningRate 0.0187 Epoch: 11 Global Step: 189560 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:41,206-Speed 3318.84 samples/sec Loss 1.2779 LearningRate 0.0187 Epoch: 11 Global Step: 189570 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:44,282-Speed 3329.71 samples/sec Loss 1.2826 LearningRate 0.0187 Epoch: 11 Global Step: 189580 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:47,370-Speed 3316.98 samples/sec Loss 1.2676 LearningRate 0.0187 Epoch: 11 Global Step: 189590 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:17:50,466-Speed 3307.76 samples/sec Loss 1.2891 LearningRate 0.0187 Epoch: 11 Global Step: 189600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:17:53,573-Speed 3297.02 samples/sec Loss 1.3058 LearningRate 0.0187 Epoch: 11 Global Step: 189610 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:56,688-Speed 3287.60 samples/sec Loss 1.2767 LearningRate 0.0187 Epoch: 11 Global Step: 189620 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:17:59,763-Speed 3331.72 samples/sec Loss 1.2333 LearningRate 0.0187 Epoch: 11 Global Step: 189630 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:02,909-Speed 3254.64 samples/sec Loss 1.2529 LearningRate 0.0187 Epoch: 11 Global Step: 189640 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:06,131-Speed 3179.58 samples/sec Loss 1.2585 LearningRate 0.0187 Epoch: 11 Global Step: 189650 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:09,216-Speed 3320.08 samples/sec Loss 1.2786 LearningRate 0.0186 Epoch: 11 Global Step: 189660 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:12,292-Speed 3329.83 samples/sec Loss 1.2607 LearningRate 0.0186 Epoch: 11 Global Step: 189670 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:15,371-Speed 3325.95 samples/sec Loss 1.2976 LearningRate 0.0186 Epoch: 11 Global Step: 189680 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:18,462-Speed 3313.79 samples/sec Loss 1.2933 LearningRate 0.0186 Epoch: 11 Global Step: 189690 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:21,539-Speed 3329.11 samples/sec Loss 1.2468 LearningRate 0.0186 Epoch: 11 Global Step: 189700 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:18:24,614-Speed 3330.26 samples/sec Loss 1.3420 LearningRate 0.0186 Epoch: 11 Global Step: 189710 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:27,700-Speed 3319.27 samples/sec Loss 1.2754 LearningRate 0.0186 Epoch: 11 Global Step: 189720 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:30,795-Speed 3309.58 samples/sec Loss 1.3131 LearningRate 0.0186 Epoch: 11 Global Step: 189730 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:33,881-Speed 3318.87 samples/sec Loss 1.2902 LearningRate 0.0186 Epoch: 11 Global Step: 189740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:36,959-Speed 3327.82 samples/sec Loss 1.2236 LearningRate 0.0186 Epoch: 11 Global Step: 189750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:40,062-Speed 3301.14 samples/sec Loss 1.3100 LearningRate 0.0186 Epoch: 11 Global Step: 189760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:43,230-Speed 3232.43 samples/sec Loss 1.2936 LearningRate 0.0186 Epoch: 11 Global Step: 189770 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:46,310-Speed 3325.94 samples/sec Loss 1.2520 LearningRate 0.0186 Epoch: 11 Global Step: 189780 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:49,390-Speed 3324.58 samples/sec Loss 1.2927 LearningRate 0.0186 Epoch: 11 Global Step: 189790 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:52,506-Speed 3287.85 samples/sec Loss 1.2123 LearningRate 0.0186 Epoch: 11 Global Step: 189800 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:55,587-Speed 3324.42 samples/sec Loss 1.3332 LearningRate 0.0186 Epoch: 11 Global Step: 189810 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:18:58,843-Speed 3145.50 samples/sec Loss 1.3323 LearningRate 0.0186 Epoch: 11 Global Step: 189820 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:01,948-Speed 3299.10 samples/sec Loss 1.3016 LearningRate 0.0186 Epoch: 11 Global Step: 189830 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:05,030-Speed 3323.77 samples/sec Loss 1.2587 LearningRate 0.0186 Epoch: 11 Global Step: 189840 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:08,105-Speed 3329.79 samples/sec Loss 1.2676 LearningRate 0.0186 Epoch: 11 Global Step: 189850 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:11,181-Speed 3329.98 samples/sec Loss 1.2699 LearningRate 0.0186 Epoch: 11 Global Step: 189860 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:14,382-Speed 3200.00 samples/sec Loss 1.2639 LearningRate 0.0186 Epoch: 11 Global Step: 189870 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:17,537-Speed 3246.13 samples/sec Loss 1.3096 LearningRate 0.0186 Epoch: 11 Global Step: 189880 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:20,670-Speed 3268.96 samples/sec Loss 1.3012 LearningRate 0.0186 Epoch: 11 Global Step: 189890 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:23,761-Speed 3314.61 samples/sec Loss 1.3095 LearningRate 0.0186 Epoch: 11 Global Step: 189900 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:19:26,849-Speed 3317.02 samples/sec Loss 1.3046 LearningRate 0.0186 Epoch: 11 Global Step: 189910 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:29,923-Speed 3331.93 samples/sec Loss 1.2648 LearningRate 0.0186 Epoch: 11 Global Step: 189920 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:33,043-Speed 3283.10 samples/sec Loss 1.2689 LearningRate 0.0186 Epoch: 11 Global Step: 189930 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:36,120-Speed 3327.54 samples/sec Loss 1.3287 LearningRate 0.0186 Epoch: 11 Global Step: 189940 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:39,198-Speed 3328.51 samples/sec Loss 1.2585 LearningRate 0.0186 Epoch: 11 Global Step: 189950 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:42,273-Speed 3330.04 samples/sec Loss 1.2896 LearningRate 0.0186 Epoch: 11 Global Step: 189960 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:45,364-Speed 3314.16 samples/sec Loss 1.2723 LearningRate 0.0186 Epoch: 11 Global Step: 189970 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:48,606-Speed 3159.31 samples/sec Loss 1.2848 LearningRate 0.0186 Epoch: 11 Global Step: 189980 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:51,690-Speed 3321.51 samples/sec Loss 1.2711 LearningRate 0.0186 Epoch: 11 Global Step: 189990 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:19:54,828-Speed 3263.34 samples/sec Loss 1.3254 LearningRate 0.0186 Epoch: 11 Global Step: 190000 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:20:38,211-[lfw][190000]XNorm: 21.337224 Training: 2022-04-11 19:20:38,212-[lfw][190000]Accuracy-Flip: 0.99800+-0.00287 Training: 2022-04-11 19:20:38,212-[lfw][190000]Accuracy-Highest: 0.99817 Training: 2022-04-11 19:21:28,603-[cfp_fp][190000]XNorm: 21.182673 Training: 2022-04-11 19:21:28,603-[cfp_fp][190000]Accuracy-Flip: 0.98814+-0.00589 Training: 2022-04-11 19:21:28,604-[cfp_fp][190000]Accuracy-Highest: 0.98971 Training: 2022-04-11 19:22:11,980-[agedb_30][190000]XNorm: 21.754465 Training: 2022-04-11 19:22:11,980-[agedb_30][190000]Accuracy-Flip: 0.98433+-0.00742 Training: 2022-04-11 19:22:11,981-[agedb_30][190000]Accuracy-Highest: 0.98500 Training: 2022-04-11 19:22:15,048-Speed 73.03 samples/sec Loss 1.3221 LearningRate 0.0186 Epoch: 11 Global Step: 190010 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:18,124-Speed 3329.60 samples/sec Loss 1.3174 LearningRate 0.0186 Epoch: 11 Global Step: 190020 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:21,201-Speed 3329.25 samples/sec Loss 1.2907 LearningRate 0.0186 Epoch: 11 Global Step: 190030 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:24,341-Speed 3262.16 samples/sec Loss 1.3203 LearningRate 0.0186 Epoch: 11 Global Step: 190040 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:27,475-Speed 3267.61 samples/sec Loss 1.3043 LearningRate 0.0185 Epoch: 11 Global Step: 190050 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:30,543-Speed 3338.53 samples/sec Loss 1.3148 LearningRate 0.0185 Epoch: 11 Global Step: 190060 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:33,608-Speed 3341.41 samples/sec Loss 1.2893 LearningRate 0.0185 Epoch: 11 Global Step: 190070 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:36,684-Speed 3330.31 samples/sec Loss 1.2657 LearningRate 0.0185 Epoch: 11 Global Step: 190080 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:39,785-Speed 3302.67 samples/sec Loss 1.2999 LearningRate 0.0185 Epoch: 11 Global Step: 190090 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:42,859-Speed 3332.29 samples/sec Loss 1.3229 LearningRate 0.0185 Epoch: 11 Global Step: 190100 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:45,944-Speed 3319.19 samples/sec Loss 1.2991 LearningRate 0.0185 Epoch: 11 Global Step: 190110 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:49,024-Speed 3325.94 samples/sec Loss 1.2593 LearningRate 0.0185 Epoch: 11 Global Step: 190120 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:52,107-Speed 3322.19 samples/sec Loss 1.2661 LearningRate 0.0185 Epoch: 11 Global Step: 190130 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:55,218-Speed 3292.61 samples/sec Loss 1.2695 LearningRate 0.0185 Epoch: 11 Global Step: 190140 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:22:58,341-Speed 3279.18 samples/sec Loss 1.3099 LearningRate 0.0185 Epoch: 11 Global Step: 190150 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:23:01,399-Speed 3349.26 samples/sec Loss 1.2871 LearningRate 0.0185 Epoch: 11 Global Step: 190160 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:04,478-Speed 3326.54 samples/sec Loss 1.2937 LearningRate 0.0185 Epoch: 11 Global Step: 190170 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:07,562-Speed 3321.60 samples/sec Loss 1.2759 LearningRate 0.0185 Epoch: 11 Global Step: 190180 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:10,642-Speed 3325.17 samples/sec Loss 1.2895 LearningRate 0.0185 Epoch: 11 Global Step: 190190 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:13,719-Speed 3328.94 samples/sec Loss 1.2877 LearningRate 0.0185 Epoch: 11 Global Step: 190200 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:16,793-Speed 3332.55 samples/sec Loss 1.3473 LearningRate 0.0185 Epoch: 11 Global Step: 190210 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:19,876-Speed 3321.94 samples/sec Loss 1.2997 LearningRate 0.0185 Epoch: 11 Global Step: 190220 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:22,966-Speed 3314.73 samples/sec Loss 1.2676 LearningRate 0.0185 Epoch: 11 Global Step: 190230 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:26,042-Speed 3329.50 samples/sec Loss 1.2908 LearningRate 0.0185 Epoch: 11 Global Step: 190240 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:29,112-Speed 3336.39 samples/sec Loss 1.3289 LearningRate 0.0185 Epoch: 11 Global Step: 190250 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:32,183-Speed 3334.72 samples/sec Loss 1.2856 LearningRate 0.0185 Epoch: 11 Global Step: 190260 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:23:35,270-Speed 3318.70 samples/sec Loss 1.2904 LearningRate 0.0185 Epoch: 11 Global Step: 190270 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:23:38,351-Speed 3323.75 samples/sec Loss 1.3171 LearningRate 0.0185 Epoch: 11 Global Step: 190280 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:23:41,438-Speed 3318.23 samples/sec Loss 1.3151 LearningRate 0.0185 Epoch: 11 Global Step: 190290 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:23:44,511-Speed 3333.13 samples/sec Loss 1.3145 LearningRate 0.0185 Epoch: 11 Global Step: 190300 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:47,610-Speed 3304.77 samples/sec Loss 1.3485 LearningRate 0.0185 Epoch: 11 Global Step: 190310 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:50,691-Speed 3325.03 samples/sec Loss 1.2775 LearningRate 0.0185 Epoch: 11 Global Step: 190320 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:53,760-Speed 3337.62 samples/sec Loss 1.3375 LearningRate 0.0185 Epoch: 11 Global Step: 190330 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:23:56,841-Speed 3323.58 samples/sec Loss 1.3084 LearningRate 0.0185 Epoch: 11 Global Step: 190340 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:24:00,005-Speed 3237.34 samples/sec Loss 1.3261 LearningRate 0.0185 Epoch: 11 Global Step: 190350 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:24:03,083-Speed 3327.46 samples/sec Loss 1.2991 LearningRate 0.0185 Epoch: 11 Global Step: 190360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:24:06,158-Speed 3331.40 samples/sec Loss 1.2892 LearningRate 0.0185 Epoch: 11 Global Step: 190370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:24:09,234-Speed 3329.35 samples/sec Loss 1.3222 LearningRate 0.0185 Epoch: 11 Global Step: 190380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:24:12,315-Speed 3324.87 samples/sec Loss 1.3149 LearningRate 0.0185 Epoch: 11 Global Step: 190390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:24:15,386-Speed 3334.83 samples/sec Loss 1.3132 LearningRate 0.0185 Epoch: 11 Global Step: 190400 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:18,459-Speed 3333.14 samples/sec Loss 1.3557 LearningRate 0.0185 Epoch: 11 Global Step: 190410 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:21,539-Speed 3325.43 samples/sec Loss 1.2651 LearningRate 0.0185 Epoch: 11 Global Step: 190420 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:24,606-Speed 3339.60 samples/sec Loss 1.2628 LearningRate 0.0185 Epoch: 11 Global Step: 190430 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:27,678-Speed 3333.31 samples/sec Loss 1.3003 LearningRate 0.0184 Epoch: 11 Global Step: 190440 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:30,748-Speed 3337.10 samples/sec Loss 1.3171 LearningRate 0.0184 Epoch: 11 Global Step: 190450 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:33,845-Speed 3306.49 samples/sec Loss 1.3227 LearningRate 0.0184 Epoch: 11 Global Step: 190460 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:36,928-Speed 3322.76 samples/sec Loss 1.2770 LearningRate 0.0184 Epoch: 11 Global Step: 190470 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:40,005-Speed 3328.34 samples/sec Loss 1.2566 LearningRate 0.0184 Epoch: 11 Global Step: 190480 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:43,082-Speed 3328.62 samples/sec Loss 1.2669 LearningRate 0.0184 Epoch: 11 Global Step: 190490 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:46,141-Speed 3349.13 samples/sec Loss 1.2543 LearningRate 0.0184 Epoch: 11 Global Step: 190500 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:49,274-Speed 3268.67 samples/sec Loss 1.2770 LearningRate 0.0184 Epoch: 11 Global Step: 190510 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:52,374-Speed 3303.42 samples/sec Loss 1.2651 LearningRate 0.0184 Epoch: 11 Global Step: 190520 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:55,521-Speed 3255.49 samples/sec Loss 1.2932 LearningRate 0.0184 Epoch: 11 Global Step: 190530 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:24:58,611-Speed 3314.80 samples/sec Loss 1.3111 LearningRate 0.0184 Epoch: 11 Global Step: 190540 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:01,696-Speed 3319.86 samples/sec Loss 1.3232 LearningRate 0.0184 Epoch: 11 Global Step: 190550 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:04,794-Speed 3305.57 samples/sec Loss 1.2842 LearningRate 0.0184 Epoch: 11 Global Step: 190560 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:08,015-Speed 3180.17 samples/sec Loss 1.2434 LearningRate 0.0184 Epoch: 11 Global Step: 190570 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:11,130-Speed 3287.69 samples/sec Loss 1.2900 LearningRate 0.0184 Epoch: 11 Global Step: 190580 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:14,348-Speed 3183.41 samples/sec Loss 1.2645 LearningRate 0.0184 Epoch: 11 Global Step: 190590 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:17,421-Speed 3332.94 samples/sec Loss 1.2685 LearningRate 0.0184 Epoch: 11 Global Step: 190600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:20,493-Speed 3334.19 samples/sec Loss 1.3043 LearningRate 0.0184 Epoch: 11 Global Step: 190610 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:23,563-Speed 3335.69 samples/sec Loss 1.3264 LearningRate 0.0184 Epoch: 11 Global Step: 190620 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:26,652-Speed 3315.55 samples/sec Loss 1.3290 LearningRate 0.0184 Epoch: 11 Global Step: 190630 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:29,738-Speed 3319.63 samples/sec Loss 1.2984 LearningRate 0.0184 Epoch: 11 Global Step: 190640 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:25:32,810-Speed 3334.17 samples/sec Loss 1.2791 LearningRate 0.0184 Epoch: 11 Global Step: 190650 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:25:35,893-Speed 3322.31 samples/sec Loss 1.2952 LearningRate 0.0184 Epoch: 11 Global Step: 190660 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:25:38,969-Speed 3328.83 samples/sec Loss 1.3153 LearningRate 0.0184 Epoch: 11 Global Step: 190670 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:25:42,046-Speed 3328.97 samples/sec Loss 1.2970 LearningRate 0.0184 Epoch: 11 Global Step: 190680 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:25:45,187-Speed 3261.21 samples/sec Loss 1.3174 LearningRate 0.0184 Epoch: 11 Global Step: 190690 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:25:48,315-Speed 3274.83 samples/sec Loss 1.3122 LearningRate 0.0184 Epoch: 11 Global Step: 190700 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:25:51,394-Speed 3325.86 samples/sec Loss 1.3328 LearningRate 0.0184 Epoch: 11 Global Step: 190710 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:54,491-Speed 3306.55 samples/sec Loss 1.2871 LearningRate 0.0184 Epoch: 11 Global Step: 190720 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:25:57,643-Speed 3250.47 samples/sec Loss 1.3273 LearningRate 0.0184 Epoch: 11 Global Step: 190730 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:00,722-Speed 3326.76 samples/sec Loss 1.3530 LearningRate 0.0184 Epoch: 11 Global Step: 190740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:03,805-Speed 3321.95 samples/sec Loss 1.2647 LearningRate 0.0184 Epoch: 11 Global Step: 190750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:06,875-Speed 3335.93 samples/sec Loss 1.3483 LearningRate 0.0184 Epoch: 11 Global Step: 190760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:09,950-Speed 3330.68 samples/sec Loss 1.3079 LearningRate 0.0184 Epoch: 11 Global Step: 190770 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:13,020-Speed 3336.75 samples/sec Loss 1.2717 LearningRate 0.0184 Epoch: 11 Global Step: 190780 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:16,102-Speed 3322.48 samples/sec Loss 1.2824 LearningRate 0.0184 Epoch: 11 Global Step: 190790 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:19,174-Speed 3334.29 samples/sec Loss 1.3078 LearningRate 0.0184 Epoch: 11 Global Step: 190800 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:26:22,266-Speed 3313.39 samples/sec Loss 1.3344 LearningRate 0.0184 Epoch: 11 Global Step: 190810 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:25,345-Speed 3326.47 samples/sec Loss 1.3170 LearningRate 0.0184 Epoch: 11 Global Step: 190820 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:28,427-Speed 3322.74 samples/sec Loss 1.2702 LearningRate 0.0183 Epoch: 11 Global Step: 190830 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:31,502-Speed 3330.80 samples/sec Loss 1.3431 LearningRate 0.0183 Epoch: 11 Global Step: 190840 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:34,577-Speed 3330.62 samples/sec Loss 1.2718 LearningRate 0.0183 Epoch: 11 Global Step: 190850 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:37,659-Speed 3323.76 samples/sec Loss 1.3142 LearningRate 0.0183 Epoch: 11 Global Step: 190860 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:40,734-Speed 3330.77 samples/sec Loss 1.3289 LearningRate 0.0183 Epoch: 11 Global Step: 190870 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:43,813-Speed 3326.63 samples/sec Loss 1.2917 LearningRate 0.0183 Epoch: 11 Global Step: 190880 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:46,894-Speed 3324.48 samples/sec Loss 1.2888 LearningRate 0.0183 Epoch: 11 Global Step: 190890 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:49,982-Speed 3317.30 samples/sec Loss 1.2729 LearningRate 0.0183 Epoch: 11 Global Step: 190900 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:53,066-Speed 3320.75 samples/sec Loss 1.3029 LearningRate 0.0183 Epoch: 11 Global Step: 190910 Fp16 Grad Scale: 262144 Required: 15 hours Training: 2022-04-11 19:26:56,169-Speed 3300.86 samples/sec Loss 1.3357 LearningRate 0.0183 Epoch: 11 Global Step: 190920 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:26:59,279-Speed 3293.15 samples/sec Loss 1.2982 LearningRate 0.0183 Epoch: 11 Global Step: 190930 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:02,351-Speed 3333.66 samples/sec Loss 1.2893 LearningRate 0.0183 Epoch: 11 Global Step: 190940 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:05,424-Speed 3333.31 samples/sec Loss 1.3192 LearningRate 0.0183 Epoch: 11 Global Step: 190950 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:08,511-Speed 3317.24 samples/sec Loss 1.2991 LearningRate 0.0183 Epoch: 11 Global Step: 190960 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:11,603-Speed 3313.15 samples/sec Loss 1.3417 LearningRate 0.0183 Epoch: 11 Global Step: 190970 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:14,691-Speed 3316.66 samples/sec Loss 1.3026 LearningRate 0.0183 Epoch: 11 Global Step: 190980 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:17,766-Speed 3331.50 samples/sec Loss 1.2962 LearningRate 0.0183 Epoch: 11 Global Step: 190990 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:20,834-Speed 3338.36 samples/sec Loss 1.2868 LearningRate 0.0183 Epoch: 11 Global Step: 191000 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:24,005-Speed 3230.23 samples/sec Loss 1.2628 LearningRate 0.0183 Epoch: 11 Global Step: 191010 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:27,095-Speed 3314.07 samples/sec Loss 1.3145 LearningRate 0.0183 Epoch: 11 Global Step: 191020 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:30,196-Speed 3303.01 samples/sec Loss 1.3168 LearningRate 0.0183 Epoch: 11 Global Step: 191030 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:33,308-Speed 3290.94 samples/sec Loss 1.2923 LearningRate 0.0183 Epoch: 11 Global Step: 191040 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:36,381-Speed 3333.36 samples/sec Loss 1.3294 LearningRate 0.0183 Epoch: 11 Global Step: 191050 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:39,472-Speed 3313.95 samples/sec Loss 1.2901 LearningRate 0.0183 Epoch: 11 Global Step: 191060 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:42,553-Speed 3324.17 samples/sec Loss 1.2634 LearningRate 0.0183 Epoch: 11 Global Step: 191070 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:45,646-Speed 3311.57 samples/sec Loss 1.3045 LearningRate 0.0183 Epoch: 11 Global Step: 191080 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:27:48,728-Speed 3323.91 samples/sec Loss 1.2995 LearningRate 0.0183 Epoch: 11 Global Step: 191090 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:51,801-Speed 3332.39 samples/sec Loss 1.3311 LearningRate 0.0183 Epoch: 11 Global Step: 191100 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:54,877-Speed 3330.18 samples/sec Loss 1.3151 LearningRate 0.0183 Epoch: 11 Global Step: 191110 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:27:57,986-Speed 3293.59 samples/sec Loss 1.3134 LearningRate 0.0183 Epoch: 11 Global Step: 191120 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:01,118-Speed 3270.38 samples/sec Loss 1.3122 LearningRate 0.0183 Epoch: 11 Global Step: 191130 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:04,273-Speed 3246.51 samples/sec Loss 1.3152 LearningRate 0.0183 Epoch: 11 Global Step: 191140 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:07,358-Speed 3320.03 samples/sec Loss 1.3124 LearningRate 0.0183 Epoch: 11 Global Step: 191150 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:10,464-Speed 3298.50 samples/sec Loss 1.3033 LearningRate 0.0183 Epoch: 11 Global Step: 191160 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:13,580-Speed 3286.42 samples/sec Loss 1.3142 LearningRate 0.0183 Epoch: 11 Global Step: 191170 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:16,726-Speed 3255.72 samples/sec Loss 1.3213 LearningRate 0.0183 Epoch: 11 Global Step: 191180 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:19,803-Speed 3328.56 samples/sec Loss 1.2537 LearningRate 0.0183 Epoch: 11 Global Step: 191190 Fp16 Grad Scale: 262144 Required: 15 hours Training: 2022-04-11 19:28:22,865-Speed 3345.57 samples/sec Loss 1.2811 LearningRate 0.0183 Epoch: 11 Global Step: 191200 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:25,939-Speed 3331.32 samples/sec Loss 1.3080 LearningRate 0.0183 Epoch: 11 Global Step: 191210 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:29,037-Speed 3305.73 samples/sec Loss 1.2132 LearningRate 0.0182 Epoch: 11 Global Step: 191220 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:32,124-Speed 3317.96 samples/sec Loss 1.2450 LearningRate 0.0182 Epoch: 11 Global Step: 191230 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:35,224-Speed 3304.69 samples/sec Loss 1.3253 LearningRate 0.0182 Epoch: 11 Global Step: 191240 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:38,367-Speed 3258.20 samples/sec Loss 1.3099 LearningRate 0.0182 Epoch: 11 Global Step: 191250 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:41,508-Speed 3261.06 samples/sec Loss 1.2920 LearningRate 0.0182 Epoch: 11 Global Step: 191260 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:44,586-Speed 3328.15 samples/sec Loss 1.2898 LearningRate 0.0182 Epoch: 11 Global Step: 191270 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:47,678-Speed 3312.45 samples/sec Loss 1.2979 LearningRate 0.0182 Epoch: 11 Global Step: 191280 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:50,756-Speed 3327.33 samples/sec Loss 1.2860 LearningRate 0.0182 Epoch: 11 Global Step: 191290 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:53,828-Speed 3333.88 samples/sec Loss 1.3029 LearningRate 0.0182 Epoch: 11 Global Step: 191300 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:28:57,003-Speed 3226.40 samples/sec Loss 1.2863 LearningRate 0.0182 Epoch: 11 Global Step: 191310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:29:00,133-Speed 3272.04 samples/sec Loss 1.2802 LearningRate 0.0182 Epoch: 11 Global Step: 191320 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:03,224-Speed 3312.94 samples/sec Loss 1.2997 LearningRate 0.0182 Epoch: 11 Global Step: 191330 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:06,316-Speed 3312.88 samples/sec Loss 1.2828 LearningRate 0.0182 Epoch: 11 Global Step: 191340 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:09,443-Speed 3275.57 samples/sec Loss 1.3150 LearningRate 0.0182 Epoch: 11 Global Step: 191350 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:12,637-Speed 3206.70 samples/sec Loss 1.2846 LearningRate 0.0182 Epoch: 11 Global Step: 191360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:15,805-Speed 3233.48 samples/sec Loss 1.3455 LearningRate 0.0182 Epoch: 11 Global Step: 191370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:18,892-Speed 3317.72 samples/sec Loss 1.3222 LearningRate 0.0182 Epoch: 11 Global Step: 191380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:22,041-Speed 3253.08 samples/sec Loss 1.3338 LearningRate 0.0182 Epoch: 11 Global Step: 191390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:25,125-Speed 3320.60 samples/sec Loss 1.3286 LearningRate 0.0182 Epoch: 11 Global Step: 191400 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:28,195-Speed 3336.42 samples/sec Loss 1.3216 LearningRate 0.0182 Epoch: 11 Global Step: 191410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:31,273-Speed 3326.98 samples/sec Loss 1.3212 LearningRate 0.0182 Epoch: 11 Global Step: 191420 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:29:34,347-Speed 3332.41 samples/sec Loss 1.3017 LearningRate 0.0182 Epoch: 11 Global Step: 191430 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:29:37,432-Speed 3319.81 samples/sec Loss 1.3501 LearningRate 0.0182 Epoch: 11 Global Step: 191440 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:29:40,505-Speed 3333.81 samples/sec Loss 1.3517 LearningRate 0.0182 Epoch: 11 Global Step: 191450 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:29:43,599-Speed 3310.14 samples/sec Loss 1.2884 LearningRate 0.0182 Epoch: 11 Global Step: 191460 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:46,675-Speed 3329.27 samples/sec Loss 1.2634 LearningRate 0.0182 Epoch: 11 Global Step: 191470 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:49,745-Speed 3336.88 samples/sec Loss 1.3363 LearningRate 0.0182 Epoch: 11 Global Step: 191480 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:52,836-Speed 3313.12 samples/sec Loss 1.3235 LearningRate 0.0182 Epoch: 11 Global Step: 191490 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:55,922-Speed 3318.97 samples/sec Loss 1.3049 LearningRate 0.0182 Epoch: 11 Global Step: 191500 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:29:59,021-Speed 3305.13 samples/sec Loss 1.3431 LearningRate 0.0182 Epoch: 11 Global Step: 191510 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:02,139-Speed 3285.02 samples/sec Loss 1.2953 LearningRate 0.0182 Epoch: 11 Global Step: 191520 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:05,251-Speed 3291.71 samples/sec Loss 1.3309 LearningRate 0.0182 Epoch: 11 Global Step: 191530 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:08,326-Speed 3330.17 samples/sec Loss 1.2898 LearningRate 0.0182 Epoch: 11 Global Step: 191540 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:11,407-Speed 3325.01 samples/sec Loss 1.3322 LearningRate 0.0182 Epoch: 11 Global Step: 191550 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:14,499-Speed 3312.62 samples/sec Loss 1.3089 LearningRate 0.0182 Epoch: 11 Global Step: 191560 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:30:17,569-Speed 3335.34 samples/sec Loss 1.3113 LearningRate 0.0182 Epoch: 11 Global Step: 191570 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:20,645-Speed 3330.27 samples/sec Loss 1.3496 LearningRate 0.0182 Epoch: 11 Global Step: 191580 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:23,720-Speed 3330.26 samples/sec Loss 1.3104 LearningRate 0.0182 Epoch: 11 Global Step: 191590 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:26,807-Speed 3318.79 samples/sec Loss 1.3132 LearningRate 0.0182 Epoch: 11 Global Step: 191600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:29,882-Speed 3330.85 samples/sec Loss 1.2778 LearningRate 0.0181 Epoch: 11 Global Step: 191610 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:32,955-Speed 3333.18 samples/sec Loss 1.2718 LearningRate 0.0181 Epoch: 11 Global Step: 191620 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:36,115-Speed 3241.47 samples/sec Loss 1.2879 LearningRate 0.0181 Epoch: 11 Global Step: 191630 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:39,195-Speed 3325.00 samples/sec Loss 1.3007 LearningRate 0.0181 Epoch: 11 Global Step: 191640 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:42,291-Speed 3308.26 samples/sec Loss 1.3455 LearningRate 0.0181 Epoch: 11 Global Step: 191650 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:45,513-Speed 3178.79 samples/sec Loss 1.2640 LearningRate 0.0181 Epoch: 11 Global Step: 191660 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:30:48,599-Speed 3319.00 samples/sec Loss 1.3289 LearningRate 0.0181 Epoch: 11 Global Step: 191670 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:30:51,718-Speed 3284.22 samples/sec Loss 1.3056 LearningRate 0.0181 Epoch: 11 Global Step: 191680 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:30:54,898-Speed 3220.83 samples/sec Loss 1.2560 LearningRate 0.0181 Epoch: 11 Global Step: 191690 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:30:57,998-Speed 3304.51 samples/sec Loss 1.3347 LearningRate 0.0181 Epoch: 11 Global Step: 191700 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:01,116-Speed 3284.10 samples/sec Loss 1.2906 LearningRate 0.0181 Epoch: 11 Global Step: 191710 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:04,184-Speed 3338.30 samples/sec Loss 1.3114 LearningRate 0.0181 Epoch: 11 Global Step: 191720 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:07,282-Speed 3306.38 samples/sec Loss 1.2853 LearningRate 0.0181 Epoch: 11 Global Step: 191730 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:10,373-Speed 3313.74 samples/sec Loss 1.3356 LearningRate 0.0181 Epoch: 11 Global Step: 191740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:13,585-Speed 3188.51 samples/sec Loss 1.2706 LearningRate 0.0181 Epoch: 11 Global Step: 191750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:16,682-Speed 3306.99 samples/sec Loss 1.3318 LearningRate 0.0181 Epoch: 11 Global Step: 191760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:19,788-Speed 3297.60 samples/sec Loss 1.3350 LearningRate 0.0181 Epoch: 11 Global Step: 191770 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:23,069-Speed 3121.70 samples/sec Loss 1.3189 LearningRate 0.0181 Epoch: 11 Global Step: 191780 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:26,270-Speed 3199.77 samples/sec Loss 1.3143 LearningRate 0.0181 Epoch: 11 Global Step: 191790 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:29,345-Speed 3331.65 samples/sec Loss 1.2869 LearningRate 0.0181 Epoch: 11 Global Step: 191800 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:32,428-Speed 3322.28 samples/sec Loss 1.3279 LearningRate 0.0181 Epoch: 11 Global Step: 191810 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:31:35,509-Speed 3323.37 samples/sec Loss 1.3212 LearningRate 0.0181 Epoch: 11 Global Step: 191820 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:38,601-Speed 3312.76 samples/sec Loss 1.2515 LearningRate 0.0181 Epoch: 11 Global Step: 191830 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:41,683-Speed 3323.71 samples/sec Loss 1.3614 LearningRate 0.0181 Epoch: 11 Global Step: 191840 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:44,786-Speed 3300.67 samples/sec Loss 1.3032 LearningRate 0.0181 Epoch: 11 Global Step: 191850 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:47,863-Speed 3328.83 samples/sec Loss 1.3851 LearningRate 0.0181 Epoch: 11 Global Step: 191860 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:50,945-Speed 3323.27 samples/sec Loss 1.2671 LearningRate 0.0181 Epoch: 11 Global Step: 191870 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:54,061-Speed 3286.50 samples/sec Loss 1.3125 LearningRate 0.0181 Epoch: 11 Global Step: 191880 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:31:57,129-Speed 3338.39 samples/sec Loss 1.3038 LearningRate 0.0181 Epoch: 11 Global Step: 191890 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:00,207-Speed 3328.44 samples/sec Loss 1.2966 LearningRate 0.0181 Epoch: 11 Global Step: 191900 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:03,330-Speed 3278.91 samples/sec Loss 1.2689 LearningRate 0.0181 Epoch: 11 Global Step: 191910 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:06,407-Speed 3328.79 samples/sec Loss 1.3036 LearningRate 0.0181 Epoch: 11 Global Step: 191920 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:09,497-Speed 3314.97 samples/sec Loss 1.3054 LearningRate 0.0181 Epoch: 11 Global Step: 191930 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:12,579-Speed 3322.98 samples/sec Loss 1.3129 LearningRate 0.0181 Epoch: 11 Global Step: 191940 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:15,743-Speed 3236.81 samples/sec Loss 1.3839 LearningRate 0.0181 Epoch: 11 Global Step: 191950 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:18,846-Speed 3301.39 samples/sec Loss 1.3384 LearningRate 0.0181 Epoch: 11 Global Step: 191960 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:21,923-Speed 3328.46 samples/sec Loss 1.3408 LearningRate 0.0181 Epoch: 11 Global Step: 191970 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:25,005-Speed 3323.73 samples/sec Loss 1.3298 LearningRate 0.0181 Epoch: 11 Global Step: 191980 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:32:28,095-Speed 3314.45 samples/sec Loss 1.2756 LearningRate 0.0181 Epoch: 11 Global Step: 191990 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:32:31,186-Speed 3313.94 samples/sec Loss 1.3220 LearningRate 0.0180 Epoch: 11 Global Step: 192000 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:33:14,809-[lfw][192000]XNorm: 22.004050 Training: 2022-04-11 19:33:14,810-[lfw][192000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 19:33:14,810-[lfw][192000]Accuracy-Highest: 0.99817 Training: 2022-04-11 19:34:05,513-[cfp_fp][192000]XNorm: 22.239280 Training: 2022-04-11 19:34:05,514-[cfp_fp][192000]Accuracy-Flip: 0.98829+-0.00534 Training: 2022-04-11 19:34:05,514-[cfp_fp][192000]Accuracy-Highest: 0.98971 Training: 2022-04-11 19:34:49,092-[agedb_30][192000]XNorm: 22.984833 Training: 2022-04-11 19:34:49,092-[agedb_30][192000]Accuracy-Flip: 0.98350+-0.00660 Training: 2022-04-11 19:34:49,093-[agedb_30][192000]Accuracy-Highest: 0.98500 Training: 2022-04-11 19:34:52,163-Speed 72.64 samples/sec Loss 1.3528 LearningRate 0.0180 Epoch: 11 Global Step: 192010 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:34:55,308-Speed 3255.94 samples/sec Loss 1.3111 LearningRate 0.0180 Epoch: 11 Global Step: 192020 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:34:58,413-Speed 3298.71 samples/sec Loss 1.3172 LearningRate 0.0180 Epoch: 11 Global Step: 192030 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:01,504-Speed 3313.83 samples/sec Loss 1.2859 LearningRate 0.0180 Epoch: 11 Global Step: 192040 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:04,578-Speed 3331.88 samples/sec Loss 1.2776 LearningRate 0.0180 Epoch: 11 Global Step: 192050 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:07,645-Speed 3339.86 samples/sec Loss 1.3021 LearningRate 0.0180 Epoch: 11 Global Step: 192060 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:10,721-Speed 3329.88 samples/sec Loss 1.2911 LearningRate 0.0180 Epoch: 11 Global Step: 192070 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:13,788-Speed 3339.68 samples/sec Loss 1.3210 LearningRate 0.0180 Epoch: 11 Global Step: 192080 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:16,881-Speed 3310.95 samples/sec Loss 1.3011 LearningRate 0.0180 Epoch: 11 Global Step: 192090 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:19,948-Speed 3339.82 samples/sec Loss 1.3479 LearningRate 0.0180 Epoch: 11 Global Step: 192100 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:23,018-Speed 3335.85 samples/sec Loss 1.2759 LearningRate 0.0180 Epoch: 11 Global Step: 192110 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:26,104-Speed 3319.16 samples/sec Loss 1.3326 LearningRate 0.0180 Epoch: 11 Global Step: 192120 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:35:29,250-Speed 3255.47 samples/sec Loss 1.2956 LearningRate 0.0180 Epoch: 11 Global Step: 192130 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:35:32,325-Speed 3330.72 samples/sec Loss 1.3767 LearningRate 0.0180 Epoch: 11 Global Step: 192140 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:35:35,425-Speed 3303.96 samples/sec Loss 1.3460 LearningRate 0.0180 Epoch: 11 Global Step: 192150 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:35:38,489-Speed 3343.50 samples/sec Loss 1.3227 LearningRate 0.0180 Epoch: 11 Global Step: 192160 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:41,571-Speed 3323.22 samples/sec Loss 1.3319 LearningRate 0.0180 Epoch: 11 Global Step: 192170 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:44,639-Speed 3337.92 samples/sec Loss 1.3670 LearningRate 0.0180 Epoch: 11 Global Step: 192180 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:47,716-Speed 3329.18 samples/sec Loss 1.3726 LearningRate 0.0180 Epoch: 11 Global Step: 192190 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:50,824-Speed 3295.41 samples/sec Loss 1.3085 LearningRate 0.0180 Epoch: 11 Global Step: 192200 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:53,945-Speed 3281.07 samples/sec Loss 1.3517 LearningRate 0.0180 Epoch: 11 Global Step: 192210 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:35:57,052-Speed 3297.15 samples/sec Loss 1.3225 LearningRate 0.0180 Epoch: 11 Global Step: 192220 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:00,135-Speed 3322.33 samples/sec Loss 1.3148 LearningRate 0.0180 Epoch: 11 Global Step: 192230 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:03,211-Speed 3330.58 samples/sec Loss 1.3614 LearningRate 0.0180 Epoch: 11 Global Step: 192240 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:06,362-Speed 3250.35 samples/sec Loss 1.3440 LearningRate 0.0180 Epoch: 11 Global Step: 192250 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:09,528-Speed 3234.45 samples/sec Loss 1.3340 LearningRate 0.0180 Epoch: 11 Global Step: 192260 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:36:12,742-Speed 3187.02 samples/sec Loss 1.3488 LearningRate 0.0180 Epoch: 11 Global Step: 192270 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:36:15,809-Speed 3339.00 samples/sec Loss 1.3272 LearningRate 0.0180 Epoch: 11 Global Step: 192280 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:36:18,910-Speed 3303.33 samples/sec Loss 1.3626 LearningRate 0.0180 Epoch: 11 Global Step: 192290 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:36:21,985-Speed 3330.83 samples/sec Loss 1.3643 LearningRate 0.0180 Epoch: 11 Global Step: 192300 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:25,068-Speed 3321.98 samples/sec Loss 1.2943 LearningRate 0.0180 Epoch: 11 Global Step: 192310 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:28,142-Speed 3332.44 samples/sec Loss 1.3181 LearningRate 0.0180 Epoch: 11 Global Step: 192320 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:31,213-Speed 3335.16 samples/sec Loss 1.3669 LearningRate 0.0180 Epoch: 11 Global Step: 192330 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:34,284-Speed 3334.74 samples/sec Loss 1.3655 LearningRate 0.0180 Epoch: 11 Global Step: 192340 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:37,465-Speed 3219.70 samples/sec Loss 1.2817 LearningRate 0.0180 Epoch: 11 Global Step: 192350 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:40,558-Speed 3311.43 samples/sec Loss 1.2615 LearningRate 0.0180 Epoch: 11 Global Step: 192360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:43,684-Speed 3277.21 samples/sec Loss 1.3224 LearningRate 0.0180 Epoch: 11 Global Step: 192370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:46,757-Speed 3332.53 samples/sec Loss 1.3603 LearningRate 0.0180 Epoch: 11 Global Step: 192380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:49,837-Speed 3324.85 samples/sec Loss 1.3427 LearningRate 0.0179 Epoch: 11 Global Step: 192390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:36:52,927-Speed 3315.17 samples/sec Loss 1.3067 LearningRate 0.0179 Epoch: 11 Global Step: 192400 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:36:56,016-Speed 3316.40 samples/sec Loss 1.3408 LearningRate 0.0179 Epoch: 11 Global Step: 192410 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:36:59,088-Speed 3333.56 samples/sec Loss 1.3033 LearningRate 0.0179 Epoch: 11 Global Step: 192420 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:02,173-Speed 3320.54 samples/sec Loss 1.2929 LearningRate 0.0179 Epoch: 11 Global Step: 192430 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:05,244-Speed 3335.48 samples/sec Loss 1.3026 LearningRate 0.0179 Epoch: 11 Global Step: 192440 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:08,314-Speed 3335.75 samples/sec Loss 1.2875 LearningRate 0.0179 Epoch: 11 Global Step: 192450 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:11,406-Speed 3312.18 samples/sec Loss 1.3145 LearningRate 0.0179 Epoch: 11 Global Step: 192460 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:14,555-Speed 3252.54 samples/sec Loss 1.2990 LearningRate 0.0179 Epoch: 11 Global Step: 192470 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:17,687-Speed 3270.64 samples/sec Loss 1.3175 LearningRate 0.0179 Epoch: 11 Global Step: 192480 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:20,761-Speed 3331.89 samples/sec Loss 1.3092 LearningRate 0.0179 Epoch: 11 Global Step: 192490 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:23,829-Speed 3338.93 samples/sec Loss 1.3458 LearningRate 0.0179 Epoch: 11 Global Step: 192500 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:26,911-Speed 3323.39 samples/sec Loss 1.3094 LearningRate 0.0179 Epoch: 11 Global Step: 192510 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:29,983-Speed 3333.28 samples/sec Loss 1.3460 LearningRate 0.0179 Epoch: 11 Global Step: 192520 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:33,052-Speed 3338.38 samples/sec Loss 1.3497 LearningRate 0.0179 Epoch: 11 Global Step: 192530 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:36,128-Speed 3329.32 samples/sec Loss 1.3368 LearningRate 0.0179 Epoch: 11 Global Step: 192540 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:39,197-Speed 3336.88 samples/sec Loss 1.3705 LearningRate 0.0179 Epoch: 11 Global Step: 192550 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:37:42,280-Speed 3322.16 samples/sec Loss 1.3132 LearningRate 0.0179 Epoch: 11 Global Step: 192560 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:45,430-Speed 3251.75 samples/sec Loss 1.3093 LearningRate 0.0179 Epoch: 11 Global Step: 192570 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:48,519-Speed 3316.76 samples/sec Loss 1.2595 LearningRate 0.0179 Epoch: 11 Global Step: 192580 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:51,661-Speed 3258.83 samples/sec Loss 1.3208 LearningRate 0.0179 Epoch: 11 Global Step: 192590 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:54,734-Speed 3333.34 samples/sec Loss 1.3669 LearningRate 0.0179 Epoch: 11 Global Step: 192600 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:37:57,802-Speed 3338.96 samples/sec Loss 1.3131 LearningRate 0.0179 Epoch: 11 Global Step: 192610 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:38:00,879-Speed 3328.33 samples/sec Loss 1.2682 LearningRate 0.0179 Epoch: 11 Global Step: 192620 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:38:03,995-Speed 3287.35 samples/sec Loss 1.3024 LearningRate 0.0179 Epoch: 11 Global Step: 192630 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:07,082-Speed 3317.78 samples/sec Loss 1.3014 LearningRate 0.0179 Epoch: 11 Global Step: 192640 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:10,226-Speed 3257.52 samples/sec Loss 1.3359 LearningRate 0.0179 Epoch: 11 Global Step: 192650 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:13,347-Speed 3281.61 samples/sec Loss 1.3443 LearningRate 0.0179 Epoch: 11 Global Step: 192660 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:16,480-Speed 3269.66 samples/sec Loss 1.3658 LearningRate 0.0179 Epoch: 11 Global Step: 192670 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:19,548-Speed 3337.87 samples/sec Loss 1.3082 LearningRate 0.0179 Epoch: 11 Global Step: 192680 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:22,622-Speed 3332.53 samples/sec Loss 1.3138 LearningRate 0.0179 Epoch: 11 Global Step: 192690 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:25,697-Speed 3330.55 samples/sec Loss 1.3784 LearningRate 0.0179 Epoch: 11 Global Step: 192700 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:28,855-Speed 3243.31 samples/sec Loss 1.3604 LearningRate 0.0179 Epoch: 11 Global Step: 192710 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:31,929-Speed 3331.61 samples/sec Loss 1.3107 LearningRate 0.0179 Epoch: 11 Global Step: 192720 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:35,087-Speed 3243.25 samples/sec Loss 1.3362 LearningRate 0.0179 Epoch: 11 Global Step: 192730 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:38,174-Speed 3317.80 samples/sec Loss 1.3350 LearningRate 0.0179 Epoch: 11 Global Step: 192740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:41,262-Speed 3317.46 samples/sec Loss 1.3298 LearningRate 0.0179 Epoch: 11 Global Step: 192750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:44,360-Speed 3306.72 samples/sec Loss 1.3232 LearningRate 0.0179 Epoch: 11 Global Step: 192760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:47,430-Speed 3335.64 samples/sec Loss 1.2886 LearningRate 0.0179 Epoch: 11 Global Step: 192770 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:50,506-Speed 3329.16 samples/sec Loss 1.3605 LearningRate 0.0179 Epoch: 11 Global Step: 192780 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:53,572-Speed 3340.56 samples/sec Loss 1.3022 LearningRate 0.0178 Epoch: 11 Global Step: 192790 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:56,641-Speed 3337.79 samples/sec Loss 1.2827 LearningRate 0.0178 Epoch: 11 Global Step: 192800 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:38:59,715-Speed 3331.90 samples/sec Loss 1.2810 LearningRate 0.0178 Epoch: 11 Global Step: 192810 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:39:02,799-Speed 3321.73 samples/sec Loss 1.3444 LearningRate 0.0178 Epoch: 11 Global Step: 192820 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:39:05,894-Speed 3309.09 samples/sec Loss 1.3369 LearningRate 0.0178 Epoch: 11 Global Step: 192830 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:39:08,982-Speed 3317.27 samples/sec Loss 1.3255 LearningRate 0.0178 Epoch: 11 Global Step: 192840 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:39:12,054-Speed 3334.02 samples/sec Loss 1.3137 LearningRate 0.0178 Epoch: 11 Global Step: 192850 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:39:15,141-Speed 3317.48 samples/sec Loss 1.3363 LearningRate 0.0178 Epoch: 11 Global Step: 192860 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:39:18,216-Speed 3330.70 samples/sec Loss 1.3665 LearningRate 0.0178 Epoch: 11 Global Step: 192870 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:39:21,269-Speed 3355.38 samples/sec Loss 1.3478 LearningRate 0.0178 Epoch: 11 Global Step: 192880 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:24,341-Speed 3333.58 samples/sec Loss 1.3508 LearningRate 0.0178 Epoch: 11 Global Step: 192890 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:27,435-Speed 3310.07 samples/sec Loss 1.3689 LearningRate 0.0178 Epoch: 11 Global Step: 192900 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:30,585-Speed 3251.13 samples/sec Loss 1.3683 LearningRate 0.0178 Epoch: 11 Global Step: 192910 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:33,671-Speed 3320.32 samples/sec Loss 1.3211 LearningRate 0.0178 Epoch: 11 Global Step: 192920 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:36,742-Speed 3334.31 samples/sec Loss 1.3121 LearningRate 0.0178 Epoch: 11 Global Step: 192930 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:39,840-Speed 3306.96 samples/sec Loss 1.3678 LearningRate 0.0178 Epoch: 11 Global Step: 192940 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:42,966-Speed 3275.92 samples/sec Loss 1.3382 LearningRate 0.0178 Epoch: 11 Global Step: 192950 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:46,055-Speed 3315.45 samples/sec Loss 1.3752 LearningRate 0.0178 Epoch: 11 Global Step: 192960 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:49,124-Speed 3337.02 samples/sec Loss 1.2796 LearningRate 0.0178 Epoch: 11 Global Step: 192970 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:39:52,196-Speed 3334.29 samples/sec Loss 1.2711 LearningRate 0.0178 Epoch: 11 Global Step: 192980 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:39:55,264-Speed 3338.60 samples/sec Loss 1.3069 LearningRate 0.0178 Epoch: 11 Global Step: 192990 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:39:58,334-Speed 3336.27 samples/sec Loss 1.3347 LearningRate 0.0178 Epoch: 11 Global Step: 193000 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:01,444-Speed 3293.96 samples/sec Loss 1.3826 LearningRate 0.0178 Epoch: 11 Global Step: 193010 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:04,549-Speed 3298.59 samples/sec Loss 1.2903 LearningRate 0.0178 Epoch: 11 Global Step: 193020 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:07,628-Speed 3326.04 samples/sec Loss 1.3385 LearningRate 0.0178 Epoch: 11 Global Step: 193030 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:10,703-Speed 3331.56 samples/sec Loss 1.3293 LearningRate 0.0178 Epoch: 11 Global Step: 193040 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:13,882-Speed 3221.11 samples/sec Loss 1.3023 LearningRate 0.0178 Epoch: 11 Global Step: 193050 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:16,956-Speed 3332.23 samples/sec Loss 1.3402 LearningRate 0.0178 Epoch: 11 Global Step: 193060 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:20,044-Speed 3316.29 samples/sec Loss 1.3131 LearningRate 0.0178 Epoch: 11 Global Step: 193070 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:23,122-Speed 3328.43 samples/sec Loss 1.3056 LearningRate 0.0178 Epoch: 11 Global Step: 193080 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:40:26,197-Speed 3330.17 samples/sec Loss 1.3265 LearningRate 0.0178 Epoch: 11 Global Step: 193090 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:40:29,273-Speed 3329.83 samples/sec Loss 1.3210 LearningRate 0.0178 Epoch: 11 Global Step: 193100 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:40:32,358-Speed 3320.93 samples/sec Loss 1.3742 LearningRate 0.0178 Epoch: 11 Global Step: 193110 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:40:35,416-Speed 3348.91 samples/sec Loss 1.3531 LearningRate 0.0178 Epoch: 11 Global Step: 193120 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:38,498-Speed 3323.45 samples/sec Loss 1.3501 LearningRate 0.0178 Epoch: 11 Global Step: 193130 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:41,574-Speed 3329.14 samples/sec Loss 1.3193 LearningRate 0.0178 Epoch: 11 Global Step: 193140 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:44,647-Speed 3333.07 samples/sec Loss 1.3410 LearningRate 0.0178 Epoch: 11 Global Step: 193150 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:47,752-Speed 3298.43 samples/sec Loss 1.3916 LearningRate 0.0178 Epoch: 11 Global Step: 193160 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:50,834-Speed 3323.69 samples/sec Loss 1.3154 LearningRate 0.0178 Epoch: 11 Global Step: 193170 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:53,908-Speed 3332.31 samples/sec Loss 1.3725 LearningRate 0.0177 Epoch: 11 Global Step: 193180 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:40:56,981-Speed 3332.75 samples/sec Loss 1.2946 LearningRate 0.0177 Epoch: 11 Global Step: 193190 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:41:00,075-Speed 3309.66 samples/sec Loss 1.3319 LearningRate 0.0177 Epoch: 11 Global Step: 193200 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:41:03,148-Speed 3334.77 samples/sec Loss 1.3504 LearningRate 0.0177 Epoch: 11 Global Step: 193210 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:41:06,253-Speed 3298.36 samples/sec Loss 1.3038 LearningRate 0.0177 Epoch: 11 Global Step: 193220 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:09,354-Speed 3302.50 samples/sec Loss 1.3264 LearningRate 0.0177 Epoch: 11 Global Step: 193230 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:12,453-Speed 3305.61 samples/sec Loss 1.3474 LearningRate 0.0177 Epoch: 11 Global Step: 193240 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:15,710-Speed 3144.04 samples/sec Loss 1.2788 LearningRate 0.0177 Epoch: 11 Global Step: 193250 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:18,881-Speed 3230.21 samples/sec Loss 1.3232 LearningRate 0.0177 Epoch: 11 Global Step: 193260 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:21,984-Speed 3300.69 samples/sec Loss 1.2784 LearningRate 0.0177 Epoch: 11 Global Step: 193270 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:25,058-Speed 3332.56 samples/sec Loss 1.3437 LearningRate 0.0177 Epoch: 11 Global Step: 193280 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:28,164-Speed 3297.68 samples/sec Loss 1.3119 LearningRate 0.0177 Epoch: 11 Global Step: 193290 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:31,323-Speed 3242.17 samples/sec Loss 1.3042 LearningRate 0.0177 Epoch: 11 Global Step: 193300 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:34,402-Speed 3325.63 samples/sec Loss 1.3369 LearningRate 0.0177 Epoch: 11 Global Step: 193310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:37,475-Speed 3333.77 samples/sec Loss 1.3542 LearningRate 0.0177 Epoch: 11 Global Step: 193320 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:40,565-Speed 3314.38 samples/sec Loss 1.3417 LearningRate 0.0177 Epoch: 11 Global Step: 193330 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:43,639-Speed 3332.08 samples/sec Loss 1.3315 LearningRate 0.0177 Epoch: 11 Global Step: 193340 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:46,743-Speed 3299.36 samples/sec Loss 1.3286 LearningRate 0.0177 Epoch: 11 Global Step: 193350 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:49,826-Speed 3322.89 samples/sec Loss 1.3544 LearningRate 0.0177 Epoch: 11 Global Step: 193360 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:52,902-Speed 3329.40 samples/sec Loss 1.2726 LearningRate 0.0177 Epoch: 11 Global Step: 193370 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:55,977-Speed 3330.87 samples/sec Loss 1.2890 LearningRate 0.0177 Epoch: 11 Global Step: 193380 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:41:59,051-Speed 3332.21 samples/sec Loss 1.3188 LearningRate 0.0177 Epoch: 11 Global Step: 193390 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:02,136-Speed 3319.79 samples/sec Loss 1.3122 LearningRate 0.0177 Epoch: 11 Global Step: 193400 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:05,204-Speed 3338.17 samples/sec Loss 1.3220 LearningRate 0.0177 Epoch: 11 Global Step: 193410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:08,288-Speed 3321.49 samples/sec Loss 1.2944 LearningRate 0.0177 Epoch: 11 Global Step: 193420 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:11,365-Speed 3327.98 samples/sec Loss 1.3085 LearningRate 0.0177 Epoch: 11 Global Step: 193430 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:14,505-Speed 3262.12 samples/sec Loss 1.3267 LearningRate 0.0177 Epoch: 11 Global Step: 193440 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:17,609-Speed 3300.13 samples/sec Loss 1.3641 LearningRate 0.0177 Epoch: 11 Global Step: 193450 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:20,688-Speed 3326.84 samples/sec Loss 1.3205 LearningRate 0.0177 Epoch: 11 Global Step: 193460 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:23,773-Speed 3319.00 samples/sec Loss 1.3209 LearningRate 0.0177 Epoch: 11 Global Step: 193470 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:26,878-Speed 3298.62 samples/sec Loss 1.3251 LearningRate 0.0177 Epoch: 11 Global Step: 193480 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:30,064-Speed 3215.12 samples/sec Loss 1.3261 LearningRate 0.0177 Epoch: 11 Global Step: 193490 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:33,148-Speed 3320.74 samples/sec Loss 1.2825 LearningRate 0.0177 Epoch: 11 Global Step: 193500 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:42:36,246-Speed 3306.78 samples/sec Loss 1.3019 LearningRate 0.0177 Epoch: 11 Global Step: 193510 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:39,428-Speed 3218.10 samples/sec Loss 1.2997 LearningRate 0.0177 Epoch: 11 Global Step: 193520 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:42,505-Speed 3328.80 samples/sec Loss 1.3545 LearningRate 0.0177 Epoch: 11 Global Step: 193530 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:45,584-Speed 3326.49 samples/sec Loss 1.3271 LearningRate 0.0177 Epoch: 11 Global Step: 193540 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:48,684-Speed 3304.92 samples/sec Loss 1.3062 LearningRate 0.0177 Epoch: 11 Global Step: 193550 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:51,759-Speed 3330.71 samples/sec Loss 1.3209 LearningRate 0.0177 Epoch: 11 Global Step: 193560 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:54,855-Speed 3307.32 samples/sec Loss 1.3830 LearningRate 0.0177 Epoch: 11 Global Step: 193570 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:42:57,950-Speed 3309.87 samples/sec Loss 1.3163 LearningRate 0.0176 Epoch: 11 Global Step: 193580 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:43:01,039-Speed 3315.50 samples/sec Loss 1.3470 LearningRate 0.0176 Epoch: 11 Global Step: 193590 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:43:04,123-Speed 3321.05 samples/sec Loss 1.3358 LearningRate 0.0176 Epoch: 11 Global Step: 193600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:07,199-Speed 3329.53 samples/sec Loss 1.3453 LearningRate 0.0176 Epoch: 11 Global Step: 193610 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:10,275-Speed 3329.95 samples/sec Loss 1.2675 LearningRate 0.0176 Epoch: 11 Global Step: 193620 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:13,377-Speed 3301.98 samples/sec Loss 1.3302 LearningRate 0.0176 Epoch: 11 Global Step: 193630 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:16,495-Speed 3284.93 samples/sec Loss 1.2775 LearningRate 0.0176 Epoch: 11 Global Step: 193640 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:19,749-Speed 3147.44 samples/sec Loss 1.3104 LearningRate 0.0176 Epoch: 11 Global Step: 193650 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:22,931-Speed 3218.83 samples/sec Loss 1.3302 LearningRate 0.0176 Epoch: 11 Global Step: 193660 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:26,019-Speed 3316.68 samples/sec Loss 1.3577 LearningRate 0.0176 Epoch: 11 Global Step: 193670 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:29,113-Speed 3310.59 samples/sec Loss 1.3232 LearningRate 0.0176 Epoch: 11 Global Step: 193680 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:32,206-Speed 3311.91 samples/sec Loss 1.3428 LearningRate 0.0176 Epoch: 11 Global Step: 193690 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:35,278-Speed 3333.20 samples/sec Loss 1.2932 LearningRate 0.0176 Epoch: 11 Global Step: 193700 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:43:38,368-Speed 3315.15 samples/sec Loss 1.3567 LearningRate 0.0176 Epoch: 11 Global Step: 193710 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:43:41,462-Speed 3310.59 samples/sec Loss 1.2843 LearningRate 0.0176 Epoch: 11 Global Step: 193720 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:43:44,551-Speed 3315.46 samples/sec Loss 1.3389 LearningRate 0.0176 Epoch: 11 Global Step: 193730 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:43:47,631-Speed 3326.22 samples/sec Loss 1.3419 LearningRate 0.0176 Epoch: 11 Global Step: 193740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:50,777-Speed 3255.49 samples/sec Loss 1.2692 LearningRate 0.0176 Epoch: 11 Global Step: 193750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:53,874-Speed 3306.68 samples/sec Loss 1.3345 LearningRate 0.0176 Epoch: 11 Global Step: 193760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:43:57,007-Speed 3269.03 samples/sec Loss 1.2700 LearningRate 0.0176 Epoch: 11 Global Step: 193770 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:44:00,121-Speed 3289.55 samples/sec Loss 1.3357 LearningRate 0.0176 Epoch: 11 Global Step: 193780 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:44:03,208-Speed 3317.42 samples/sec Loss 1.3395 LearningRate 0.0176 Epoch: 11 Global Step: 193790 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:44:06,287-Speed 3326.44 samples/sec Loss 1.3420 LearningRate 0.0176 Epoch: 11 Global Step: 193800 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:44:09,367-Speed 3326.32 samples/sec Loss 1.3374 LearningRate 0.0176 Epoch: 11 Global Step: 193810 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:44:12,448-Speed 3324.46 samples/sec Loss 1.2929 LearningRate 0.0176 Epoch: 11 Global Step: 193820 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:44:15,531-Speed 3321.41 samples/sec Loss 1.3425 LearningRate 0.0176 Epoch: 11 Global Step: 193830 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:44:18,637-Speed 3297.87 samples/sec Loss 1.3152 LearningRate 0.0176 Epoch: 11 Global Step: 193840 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:44:21,825-Speed 3212.67 samples/sec Loss 1.3233 LearningRate 0.0176 Epoch: 11 Global Step: 193850 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:44:24,913-Speed 3316.47 samples/sec Loss 1.3062 LearningRate 0.0176 Epoch: 11 Global Step: 193860 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:44:27,997-Speed 3321.30 samples/sec Loss 1.3110 LearningRate 0.0176 Epoch: 11 Global Step: 193870 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:44:31,118-Speed 3281.86 samples/sec Loss 1.3056 LearningRate 0.0176 Epoch: 11 Global Step: 193880 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:44:34,170-Speed 3355.68 samples/sec Loss 1.3649 LearningRate 0.0176 Epoch: 11 Global Step: 193890 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:37,326-Speed 3246.06 samples/sec Loss 1.2624 LearningRate 0.0176 Epoch: 11 Global Step: 193900 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:40,519-Speed 3206.98 samples/sec Loss 1.3308 LearningRate 0.0176 Epoch: 11 Global Step: 193910 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:43,739-Speed 3181.38 samples/sec Loss 1.3274 LearningRate 0.0176 Epoch: 11 Global Step: 193920 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:46,926-Speed 3213.79 samples/sec Loss 1.3325 LearningRate 0.0176 Epoch: 11 Global Step: 193930 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:50,044-Speed 3283.99 samples/sec Loss 1.3366 LearningRate 0.0176 Epoch: 11 Global Step: 193940 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:53,135-Speed 3313.81 samples/sec Loss 1.3308 LearningRate 0.0176 Epoch: 11 Global Step: 193950 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:56,222-Speed 3317.75 samples/sec Loss 1.3327 LearningRate 0.0176 Epoch: 11 Global Step: 193960 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:44:59,341-Speed 3284.82 samples/sec Loss 1.2869 LearningRate 0.0176 Epoch: 11 Global Step: 193970 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:45:02,421-Speed 3325.46 samples/sec Loss 1.3633 LearningRate 0.0175 Epoch: 11 Global Step: 193980 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 19:45:05,547-Speed 3276.34 samples/sec Loss 1.3525 LearningRate 0.0175 Epoch: 11 Global Step: 193990 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:45:08,632-Speed 3320.15 samples/sec Loss 1.3612 LearningRate 0.0175 Epoch: 11 Global Step: 194000 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:45:52,100-[lfw][194000]XNorm: 22.154739 Training: 2022-04-11 19:45:52,100-[lfw][194000]Accuracy-Flip: 0.99733+-0.00343 Training: 2022-04-11 19:45:52,101-[lfw][194000]Accuracy-Highest: 0.99817 Training: 2022-04-11 19:46:42,761-[cfp_fp][194000]XNorm: 21.844114 Training: 2022-04-11 19:46:42,762-[cfp_fp][194000]Accuracy-Flip: 0.98900+-0.00367 Training: 2022-04-11 19:46:42,763-[cfp_fp][194000]Accuracy-Highest: 0.98971 Training: 2022-04-11 19:47:26,202-[agedb_30][194000]XNorm: 22.831644 Training: 2022-04-11 19:47:26,203-[agedb_30][194000]Accuracy-Flip: 0.98367+-0.00572 Training: 2022-04-11 19:47:26,203-[agedb_30][194000]Accuracy-Highest: 0.98500 Training: 2022-04-11 19:47:29,285-Speed 72.80 samples/sec Loss 1.3432 LearningRate 0.0175 Epoch: 11 Global Step: 194010 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:32,363-Speed 3327.27 samples/sec Loss 1.3123 LearningRate 0.0175 Epoch: 11 Global Step: 194020 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:35,428-Speed 3342.00 samples/sec Loss 1.2958 LearningRate 0.0175 Epoch: 11 Global Step: 194030 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:38,519-Speed 3312.88 samples/sec Loss 1.3554 LearningRate 0.0175 Epoch: 11 Global Step: 194040 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:41,601-Speed 3323.90 samples/sec Loss 1.3102 LearningRate 0.0175 Epoch: 11 Global Step: 194050 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:44,808-Speed 3193.57 samples/sec Loss 1.3381 LearningRate 0.0175 Epoch: 11 Global Step: 194060 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:47,911-Speed 3300.36 samples/sec Loss 1.3477 LearningRate 0.0175 Epoch: 11 Global Step: 194070 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:50,994-Speed 3322.81 samples/sec Loss 1.3455 LearningRate 0.0175 Epoch: 11 Global Step: 194080 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:47:54,074-Speed 3324.63 samples/sec Loss 1.2654 LearningRate 0.0175 Epoch: 11 Global Step: 194090 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:47:57,225-Speed 3250.32 samples/sec Loss 1.2979 LearningRate 0.0175 Epoch: 11 Global Step: 194100 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:00,308-Speed 3323.03 samples/sec Loss 1.3386 LearningRate 0.0175 Epoch: 11 Global Step: 194110 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:03,377-Speed 3336.59 samples/sec Loss 1.2942 LearningRate 0.0175 Epoch: 11 Global Step: 194120 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:06,446-Speed 3337.72 samples/sec Loss 1.3123 LearningRate 0.0175 Epoch: 11 Global Step: 194130 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:09,530-Speed 3320.69 samples/sec Loss 1.3446 LearningRate 0.0175 Epoch: 11 Global Step: 194140 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:12,615-Speed 3320.50 samples/sec Loss 1.2816 LearningRate 0.0175 Epoch: 11 Global Step: 194150 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:15,695-Speed 3324.76 samples/sec Loss 1.2809 LearningRate 0.0175 Epoch: 11 Global Step: 194160 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:18,771-Speed 3329.95 samples/sec Loss 1.3376 LearningRate 0.0175 Epoch: 11 Global Step: 194170 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:21,905-Speed 3268.99 samples/sec Loss 1.3610 LearningRate 0.0175 Epoch: 11 Global Step: 194180 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:25,085-Speed 3220.79 samples/sec Loss 1.3247 LearningRate 0.0175 Epoch: 11 Global Step: 194190 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:48:28,227-Speed 3259.58 samples/sec Loss 1.3602 LearningRate 0.0175 Epoch: 11 Global Step: 194200 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:31,320-Speed 3310.71 samples/sec Loss 1.3594 LearningRate 0.0175 Epoch: 11 Global Step: 194210 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:34,392-Speed 3334.72 samples/sec Loss 1.3400 LearningRate 0.0175 Epoch: 11 Global Step: 194220 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:37,479-Speed 3317.31 samples/sec Loss 1.3141 LearningRate 0.0175 Epoch: 11 Global Step: 194230 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:40,558-Speed 3326.85 samples/sec Loss 1.3342 LearningRate 0.0175 Epoch: 11 Global Step: 194240 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:43,637-Speed 3327.07 samples/sec Loss 1.3109 LearningRate 0.0175 Epoch: 11 Global Step: 194250 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:46,713-Speed 3330.04 samples/sec Loss 1.3446 LearningRate 0.0175 Epoch: 11 Global Step: 194260 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:49,865-Speed 3248.77 samples/sec Loss 1.3254 LearningRate 0.0175 Epoch: 11 Global Step: 194270 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:53,011-Speed 3256.48 samples/sec Loss 1.2742 LearningRate 0.0175 Epoch: 11 Global Step: 194280 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:56,114-Speed 3300.32 samples/sec Loss 1.2877 LearningRate 0.0175 Epoch: 11 Global Step: 194290 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:48:59,248-Speed 3268.25 samples/sec Loss 1.3851 LearningRate 0.0175 Epoch: 11 Global Step: 194300 Fp16 Grad Scale: 262144 Required: 15 hours Training: 2022-04-11 19:49:02,369-Speed 3281.49 samples/sec Loss 1.2755 LearningRate 0.0175 Epoch: 11 Global Step: 194310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:49:05,550-Speed 3219.75 samples/sec Loss 1.3317 LearningRate 0.0175 Epoch: 11 Global Step: 194320 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:49:08,642-Speed 3312.53 samples/sec Loss 1.3441 LearningRate 0.0175 Epoch: 11 Global Step: 194330 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:49:11,721-Speed 3326.39 samples/sec Loss 1.3457 LearningRate 0.0175 Epoch: 11 Global Step: 194340 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:49:14,798-Speed 3328.77 samples/sec Loss 1.3404 LearningRate 0.0175 Epoch: 11 Global Step: 194350 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:49:17,905-Speed 3297.28 samples/sec Loss 1.3752 LearningRate 0.0175 Epoch: 11 Global Step: 194360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:20,989-Speed 3320.59 samples/sec Loss 1.3365 LearningRate 0.0175 Epoch: 11 Global Step: 194370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:24,122-Speed 3269.72 samples/sec Loss 1.3475 LearningRate 0.0174 Epoch: 11 Global Step: 194380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:27,193-Speed 3335.22 samples/sec Loss 1.3427 LearningRate 0.0174 Epoch: 11 Global Step: 194390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:30,268-Speed 3330.71 samples/sec Loss 1.3193 LearningRate 0.0174 Epoch: 11 Global Step: 194400 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:33,356-Speed 3316.97 samples/sec Loss 1.3880 LearningRate 0.0174 Epoch: 11 Global Step: 194410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:36,450-Speed 3310.53 samples/sec Loss 1.3751 LearningRate 0.0174 Epoch: 11 Global Step: 194420 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:39,556-Speed 3297.64 samples/sec Loss 1.3351 LearningRate 0.0174 Epoch: 11 Global Step: 194430 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:42,690-Speed 3267.92 samples/sec Loss 1.3170 LearningRate 0.0174 Epoch: 11 Global Step: 194440 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:45,766-Speed 3329.44 samples/sec Loss 1.3671 LearningRate 0.0174 Epoch: 11 Global Step: 194450 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:48,846-Speed 3325.13 samples/sec Loss 1.3224 LearningRate 0.0174 Epoch: 11 Global Step: 194460 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:49:51,925-Speed 3326.70 samples/sec Loss 1.3720 LearningRate 0.0174 Epoch: 11 Global Step: 194470 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:55,010-Speed 3320.42 samples/sec Loss 1.3086 LearningRate 0.0174 Epoch: 11 Global Step: 194480 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:49:58,084-Speed 3331.96 samples/sec Loss 1.2783 LearningRate 0.0174 Epoch: 11 Global Step: 194490 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:01,172-Speed 3316.37 samples/sec Loss 1.2866 LearningRate 0.0174 Epoch: 11 Global Step: 194500 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:04,255-Speed 3321.96 samples/sec Loss 1.3523 LearningRate 0.0174 Epoch: 11 Global Step: 194510 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:07,333-Speed 3327.72 samples/sec Loss 1.3679 LearningRate 0.0174 Epoch: 11 Global Step: 194520 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:10,402-Speed 3337.87 samples/sec Loss 1.3322 LearningRate 0.0174 Epoch: 11 Global Step: 194530 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:13,503-Speed 3302.94 samples/sec Loss 1.3265 LearningRate 0.0174 Epoch: 11 Global Step: 194540 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:16,612-Speed 3294.59 samples/sec Loss 1.3637 LearningRate 0.0174 Epoch: 11 Global Step: 194550 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:19,691-Speed 3326.19 samples/sec Loss 1.3358 LearningRate 0.0174 Epoch: 11 Global Step: 194560 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:22,800-Speed 3293.98 samples/sec Loss 1.3238 LearningRate 0.0174 Epoch: 11 Global Step: 194570 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:50:25,953-Speed 3248.46 samples/sec Loss 1.4046 LearningRate 0.0174 Epoch: 11 Global Step: 194580 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:29,068-Speed 3288.34 samples/sec Loss 1.3452 LearningRate 0.0174 Epoch: 11 Global Step: 194590 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:32,179-Speed 3292.54 samples/sec Loss 1.3179 LearningRate 0.0174 Epoch: 11 Global Step: 194600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:35,351-Speed 3229.35 samples/sec Loss 1.3244 LearningRate 0.0174 Epoch: 11 Global Step: 194610 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:38,439-Speed 3316.50 samples/sec Loss 1.3797 LearningRate 0.0174 Epoch: 11 Global Step: 194620 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:41,513-Speed 3332.56 samples/sec Loss 1.3278 LearningRate 0.0174 Epoch: 11 Global Step: 194630 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:44,610-Speed 3307.32 samples/sec Loss 1.3380 LearningRate 0.0174 Epoch: 11 Global Step: 194640 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:47,710-Speed 3303.57 samples/sec Loss 1.3047 LearningRate 0.0174 Epoch: 11 Global Step: 194650 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:50,788-Speed 3327.30 samples/sec Loss 1.3041 LearningRate 0.0174 Epoch: 11 Global Step: 194660 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:53,887-Speed 3304.52 samples/sec Loss 1.3492 LearningRate 0.0174 Epoch: 11 Global Step: 194670 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:50:56,980-Speed 3311.93 samples/sec Loss 1.3471 LearningRate 0.0174 Epoch: 11 Global Step: 194680 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:00,072-Speed 3313.29 samples/sec Loss 1.3322 LearningRate 0.0174 Epoch: 11 Global Step: 194690 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:03,144-Speed 3334.17 samples/sec Loss 1.3895 LearningRate 0.0174 Epoch: 11 Global Step: 194700 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:06,299-Speed 3245.89 samples/sec Loss 1.3469 LearningRate 0.0174 Epoch: 11 Global Step: 194710 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:09,373-Speed 3332.58 samples/sec Loss 1.3499 LearningRate 0.0174 Epoch: 11 Global Step: 194720 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:12,447-Speed 3331.88 samples/sec Loss 1.4040 LearningRate 0.0174 Epoch: 11 Global Step: 194730 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:15,521-Speed 3331.53 samples/sec Loss 1.3658 LearningRate 0.0174 Epoch: 11 Global Step: 194740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:18,661-Speed 3261.34 samples/sec Loss 1.3695 LearningRate 0.0174 Epoch: 11 Global Step: 194750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:21,775-Speed 3289.51 samples/sec Loss 1.3504 LearningRate 0.0174 Epoch: 11 Global Step: 194760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:24,848-Speed 3332.46 samples/sec Loss 1.3563 LearningRate 0.0174 Epoch: 11 Global Step: 194770 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:27,935-Speed 3318.71 samples/sec Loss 1.3295 LearningRate 0.0173 Epoch: 11 Global Step: 194780 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:31,016-Speed 3324.01 samples/sec Loss 1.3417 LearningRate 0.0173 Epoch: 11 Global Step: 194790 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:34,131-Speed 3288.04 samples/sec Loss 1.3424 LearningRate 0.0173 Epoch: 11 Global Step: 194800 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:37,212-Speed 3324.84 samples/sec Loss 1.3138 LearningRate 0.0173 Epoch: 11 Global Step: 194810 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:40,286-Speed 3332.03 samples/sec Loss 1.3162 LearningRate 0.0173 Epoch: 11 Global Step: 194820 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:43,360-Speed 3332.06 samples/sec Loss 1.2998 LearningRate 0.0173 Epoch: 11 Global Step: 194830 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:51:46,432-Speed 3333.00 samples/sec Loss 1.3062 LearningRate 0.0173 Epoch: 11 Global Step: 194840 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:49,583-Speed 3251.33 samples/sec Loss 1.3466 LearningRate 0.0173 Epoch: 11 Global Step: 194850 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:52,670-Speed 3317.54 samples/sec Loss 1.3526 LearningRate 0.0173 Epoch: 11 Global Step: 194860 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:55,765-Speed 3309.51 samples/sec Loss 1.3535 LearningRate 0.0173 Epoch: 11 Global Step: 194870 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:51:58,831-Speed 3340.74 samples/sec Loss 1.3653 LearningRate 0.0173 Epoch: 11 Global Step: 194880 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:01,918-Speed 3317.51 samples/sec Loss 1.3068 LearningRate 0.0173 Epoch: 11 Global Step: 194890 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:05,028-Speed 3294.03 samples/sec Loss 1.3572 LearningRate 0.0173 Epoch: 11 Global Step: 194900 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:08,100-Speed 3333.77 samples/sec Loss 1.3326 LearningRate 0.0173 Epoch: 11 Global Step: 194910 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:11,183-Speed 3322.62 samples/sec Loss 1.3237 LearningRate 0.0173 Epoch: 11 Global Step: 194920 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:14,270-Speed 3317.44 samples/sec Loss 1.3431 LearningRate 0.0173 Epoch: 11 Global Step: 194930 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:17,352-Speed 3322.66 samples/sec Loss 1.3204 LearningRate 0.0173 Epoch: 11 Global Step: 194940 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:20,428-Speed 3329.86 samples/sec Loss 1.4025 LearningRate 0.0173 Epoch: 11 Global Step: 194950 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:23,519-Speed 3314.27 samples/sec Loss 1.2848 LearningRate 0.0173 Epoch: 11 Global Step: 194960 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:26,590-Speed 3335.14 samples/sec Loss 1.3287 LearningRate 0.0173 Epoch: 11 Global Step: 194970 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:29,661-Speed 3335.31 samples/sec Loss 1.3458 LearningRate 0.0173 Epoch: 11 Global Step: 194980 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:52:32,736-Speed 3330.28 samples/sec Loss 1.3457 LearningRate 0.0173 Epoch: 11 Global Step: 194990 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:52:35,845-Speed 3294.37 samples/sec Loss 1.3952 LearningRate 0.0173 Epoch: 11 Global Step: 195000 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:52:39,046-Speed 3199.78 samples/sec Loss 1.3744 LearningRate 0.0173 Epoch: 11 Global Step: 195010 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:52:42,232-Speed 3214.59 samples/sec Loss 1.3542 LearningRate 0.0173 Epoch: 11 Global Step: 195020 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:52:45,292-Speed 3347.79 samples/sec Loss 1.3112 LearningRate 0.0173 Epoch: 11 Global Step: 195030 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:48,401-Speed 3294.84 samples/sec Loss 1.3567 LearningRate 0.0173 Epoch: 11 Global Step: 195040 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:51,476-Speed 3330.89 samples/sec Loss 1.3519 LearningRate 0.0173 Epoch: 11 Global Step: 195050 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:54,565-Speed 3315.06 samples/sec Loss 1.3594 LearningRate 0.0173 Epoch: 11 Global Step: 195060 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:52:57,656-Speed 3313.57 samples/sec Loss 1.3213 LearningRate 0.0173 Epoch: 11 Global Step: 195070 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:00,744-Speed 3317.14 samples/sec Loss 1.3146 LearningRate 0.0173 Epoch: 11 Global Step: 195080 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:03,826-Speed 3326.12 samples/sec Loss 1.3517 LearningRate 0.0173 Epoch: 11 Global Step: 195090 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:06,928-Speed 3301.20 samples/sec Loss 1.3410 LearningRate 0.0173 Epoch: 11 Global Step: 195100 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:10,001-Speed 3332.96 samples/sec Loss 1.3063 LearningRate 0.0173 Epoch: 11 Global Step: 195110 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:13,105-Speed 3299.84 samples/sec Loss 1.2936 LearningRate 0.0173 Epoch: 11 Global Step: 195120 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:16,198-Speed 3312.09 samples/sec Loss 1.3472 LearningRate 0.0173 Epoch: 11 Global Step: 195130 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:53:19,275-Speed 3328.64 samples/sec Loss 1.2941 LearningRate 0.0173 Epoch: 11 Global Step: 195140 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:53:22,350-Speed 3330.37 samples/sec Loss 1.3269 LearningRate 0.0173 Epoch: 11 Global Step: 195150 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:53:25,422-Speed 3334.50 samples/sec Loss 1.3612 LearningRate 0.0173 Epoch: 11 Global Step: 195160 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:53:28,500-Speed 3327.39 samples/sec Loss 1.3369 LearningRate 0.0173 Epoch: 11 Global Step: 195170 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:53:31,573-Speed 3332.79 samples/sec Loss 1.3617 LearningRate 0.0172 Epoch: 11 Global Step: 195180 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:53:34,660-Speed 3317.40 samples/sec Loss 1.3481 LearningRate 0.0172 Epoch: 11 Global Step: 195190 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:53:37,759-Speed 3304.84 samples/sec Loss 1.3003 LearningRate 0.0172 Epoch: 11 Global Step: 195200 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:40,956-Speed 3204.50 samples/sec Loss 1.3433 LearningRate 0.0172 Epoch: 11 Global Step: 195210 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:44,113-Speed 3244.39 samples/sec Loss 1.3481 LearningRate 0.0172 Epoch: 11 Global Step: 195220 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:47,281-Speed 3233.41 samples/sec Loss 1.3199 LearningRate 0.0172 Epoch: 11 Global Step: 195230 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:50,372-Speed 3313.34 samples/sec Loss 1.3583 LearningRate 0.0172 Epoch: 11 Global Step: 195240 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:53,488-Speed 3287.04 samples/sec Loss 1.3243 LearningRate 0.0172 Epoch: 11 Global Step: 195250 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:56,609-Speed 3281.68 samples/sec Loss 1.3365 LearningRate 0.0172 Epoch: 11 Global Step: 195260 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:53:59,688-Speed 3325.47 samples/sec Loss 1.3385 LearningRate 0.0172 Epoch: 11 Global Step: 195270 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:02,766-Speed 3327.80 samples/sec Loss 1.3341 LearningRate 0.0172 Epoch: 11 Global Step: 195280 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:05,846-Speed 3325.28 samples/sec Loss 1.4033 LearningRate 0.0172 Epoch: 11 Global Step: 195290 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:08,931-Speed 3321.15 samples/sec Loss 1.3354 LearningRate 0.0172 Epoch: 11 Global Step: 195300 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:54:12,019-Speed 3317.19 samples/sec Loss 1.2948 LearningRate 0.0172 Epoch: 11 Global Step: 195310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:54:15,142-Speed 3279.39 samples/sec Loss 1.3492 LearningRate 0.0172 Epoch: 11 Global Step: 195320 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:54:18,220-Speed 3326.64 samples/sec Loss 1.2646 LearningRate 0.0172 Epoch: 11 Global Step: 195330 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:54:21,285-Speed 3342.05 samples/sec Loss 1.3275 LearningRate 0.0172 Epoch: 11 Global Step: 195340 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:24,368-Speed 3322.07 samples/sec Loss 1.3436 LearningRate 0.0172 Epoch: 11 Global Step: 195350 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:27,481-Speed 3289.76 samples/sec Loss 1.3546 LearningRate 0.0172 Epoch: 11 Global Step: 195360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:30,561-Speed 3325.26 samples/sec Loss 1.3280 LearningRate 0.0172 Epoch: 11 Global Step: 195370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:33,650-Speed 3316.68 samples/sec Loss 1.3255 LearningRate 0.0172 Epoch: 11 Global Step: 195380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:36,763-Speed 3289.90 samples/sec Loss 1.3133 LearningRate 0.0172 Epoch: 11 Global Step: 195390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:39,907-Speed 3258.45 samples/sec Loss 1.3495 LearningRate 0.0172 Epoch: 11 Global Step: 195400 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:42,985-Speed 3327.25 samples/sec Loss 1.3439 LearningRate 0.0172 Epoch: 11 Global Step: 195410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:46,060-Speed 3330.96 samples/sec Loss 1.3421 LearningRate 0.0172 Epoch: 11 Global Step: 195420 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:49,148-Speed 3316.42 samples/sec Loss 1.3530 LearningRate 0.0172 Epoch: 11 Global Step: 195430 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:54:52,224-Speed 3329.49 samples/sec Loss 1.3451 LearningRate 0.0172 Epoch: 11 Global Step: 195440 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:54:55,304-Speed 3325.31 samples/sec Loss 1.2863 LearningRate 0.0172 Epoch: 11 Global Step: 195450 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:54:58,385-Speed 3325.02 samples/sec Loss 1.3684 LearningRate 0.0172 Epoch: 11 Global Step: 195460 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:01,467-Speed 3323.09 samples/sec Loss 1.3010 LearningRate 0.0172 Epoch: 11 Global Step: 195470 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:04,547-Speed 3325.59 samples/sec Loss 1.3386 LearningRate 0.0172 Epoch: 11 Global Step: 195480 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:07,623-Speed 3329.73 samples/sec Loss 1.3163 LearningRate 0.0172 Epoch: 11 Global Step: 195490 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:10,701-Speed 3327.88 samples/sec Loss 1.3023 LearningRate 0.0172 Epoch: 11 Global Step: 195500 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:13,797-Speed 3307.99 samples/sec Loss 1.3330 LearningRate 0.0172 Epoch: 11 Global Step: 195510 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:16,890-Speed 3310.98 samples/sec Loss 1.2928 LearningRate 0.0172 Epoch: 11 Global Step: 195520 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:19,979-Speed 3315.64 samples/sec Loss 1.3183 LearningRate 0.0172 Epoch: 11 Global Step: 195530 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:55:23,058-Speed 3327.12 samples/sec Loss 1.3512 LearningRate 0.0172 Epoch: 11 Global Step: 195540 Fp16 Grad Scale: 262144 Required: 15 hours Training: 2022-04-11 19:55:26,127-Speed 3337.56 samples/sec Loss 1.3620 LearningRate 0.0172 Epoch: 11 Global Step: 195550 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:29,213-Speed 3318.32 samples/sec Loss 1.3179 LearningRate 0.0172 Epoch: 11 Global Step: 195560 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:32,296-Speed 3322.30 samples/sec Loss 1.3091 LearningRate 0.0172 Epoch: 11 Global Step: 195570 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:35,435-Speed 3264.01 samples/sec Loss 1.2912 LearningRate 0.0171 Epoch: 11 Global Step: 195580 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:38,529-Speed 3309.69 samples/sec Loss 1.3087 LearningRate 0.0171 Epoch: 11 Global Step: 195590 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:41,623-Speed 3310.91 samples/sec Loss 1.3514 LearningRate 0.0171 Epoch: 11 Global Step: 195600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:44,737-Speed 3289.03 samples/sec Loss 1.3649 LearningRate 0.0171 Epoch: 11 Global Step: 195610 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:47,902-Speed 3235.28 samples/sec Loss 1.2966 LearningRate 0.0171 Epoch: 11 Global Step: 195620 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:50,992-Speed 3314.43 samples/sec Loss 1.3399 LearningRate 0.0171 Epoch: 11 Global Step: 195630 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:54,070-Speed 3328.44 samples/sec Loss 1.3304 LearningRate 0.0171 Epoch: 11 Global Step: 195640 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:55:57,190-Speed 3282.68 samples/sec Loss 1.3197 LearningRate 0.0171 Epoch: 11 Global Step: 195650 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:00,441-Speed 3150.53 samples/sec Loss 1.3500 LearningRate 0.0171 Epoch: 11 Global Step: 195660 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:03,636-Speed 3206.21 samples/sec Loss 1.3281 LearningRate 0.0171 Epoch: 11 Global Step: 195670 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:06,746-Speed 3292.46 samples/sec Loss 1.3745 LearningRate 0.0171 Epoch: 11 Global Step: 195680 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:09,892-Speed 3256.48 samples/sec Loss 1.3039 LearningRate 0.0171 Epoch: 11 Global Step: 195690 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:12,954-Speed 3344.15 samples/sec Loss 1.2786 LearningRate 0.0171 Epoch: 11 Global Step: 195700 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:16,044-Speed 3315.32 samples/sec Loss 1.3360 LearningRate 0.0171 Epoch: 11 Global Step: 195710 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:19,137-Speed 3311.14 samples/sec Loss 1.3131 LearningRate 0.0171 Epoch: 11 Global Step: 195720 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:22,237-Speed 3304.01 samples/sec Loss 1.3036 LearningRate 0.0171 Epoch: 11 Global Step: 195730 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:25,322-Speed 3320.11 samples/sec Loss 1.3522 LearningRate 0.0171 Epoch: 11 Global Step: 195740 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:28,397-Speed 3330.93 samples/sec Loss 1.3621 LearningRate 0.0171 Epoch: 11 Global Step: 195750 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:31,543-Speed 3255.21 samples/sec Loss 1.3455 LearningRate 0.0171 Epoch: 11 Global Step: 195760 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:34,649-Speed 3298.22 samples/sec Loss 1.3356 LearningRate 0.0171 Epoch: 11 Global Step: 195770 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:37,771-Speed 3280.08 samples/sec Loss 1.3227 LearningRate 0.0171 Epoch: 11 Global Step: 195780 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:40,862-Speed 3313.45 samples/sec Loss 1.3240 LearningRate 0.0171 Epoch: 11 Global Step: 195790 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:56:43,964-Speed 3302.57 samples/sec Loss 1.3058 LearningRate 0.0171 Epoch: 11 Global Step: 195800 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:47,066-Speed 3301.84 samples/sec Loss 1.2870 LearningRate 0.0171 Epoch: 11 Global Step: 195810 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:50,149-Speed 3321.59 samples/sec Loss 1.3050 LearningRate 0.0171 Epoch: 11 Global Step: 195820 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:53,236-Speed 3318.44 samples/sec Loss 1.2774 LearningRate 0.0171 Epoch: 11 Global Step: 195830 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:56,313-Speed 3328.01 samples/sec Loss 1.3006 LearningRate 0.0171 Epoch: 11 Global Step: 195840 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 19:56:59,384-Speed 3335.73 samples/sec Loss 1.3421 LearningRate 0.0171 Epoch: 11 Global Step: 195850 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:02,498-Speed 3289.47 samples/sec Loss 1.3068 LearningRate 0.0171 Epoch: 11 Global Step: 195860 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:05,575-Speed 3328.03 samples/sec Loss 1.2983 LearningRate 0.0171 Epoch: 11 Global Step: 195870 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:08,732-Speed 3244.99 samples/sec Loss 1.3262 LearningRate 0.0171 Epoch: 11 Global Step: 195880 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:11,809-Speed 3327.99 samples/sec Loss 1.2814 LearningRate 0.0171 Epoch: 11 Global Step: 195890 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:14,910-Speed 3303.54 samples/sec Loss 1.3741 LearningRate 0.0171 Epoch: 11 Global Step: 195900 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:17,985-Speed 3330.98 samples/sec Loss 1.3023 LearningRate 0.0171 Epoch: 11 Global Step: 195910 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:21,065-Speed 3325.59 samples/sec Loss 1.3478 LearningRate 0.0171 Epoch: 11 Global Step: 195920 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:24,144-Speed 3325.92 samples/sec Loss 1.3673 LearningRate 0.0171 Epoch: 11 Global Step: 195930 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:27,259-Speed 3287.93 samples/sec Loss 1.3111 LearningRate 0.0171 Epoch: 11 Global Step: 195940 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:30,330-Speed 3335.18 samples/sec Loss 1.3385 LearningRate 0.0171 Epoch: 11 Global Step: 195950 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:33,402-Speed 3333.69 samples/sec Loss 1.3630 LearningRate 0.0171 Epoch: 11 Global Step: 195960 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:36,500-Speed 3306.75 samples/sec Loss 1.3020 LearningRate 0.0171 Epoch: 11 Global Step: 195970 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:39,742-Speed 3159.06 samples/sec Loss 1.3194 LearningRate 0.0171 Epoch: 11 Global Step: 195980 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:42,816-Speed 3331.79 samples/sec Loss 1.3498 LearningRate 0.0170 Epoch: 11 Global Step: 195990 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:57:45,893-Speed 3329.53 samples/sec Loss 1.3464 LearningRate 0.0170 Epoch: 11 Global Step: 196000 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 19:58:29,350-[lfw][196000]XNorm: 23.225161 Training: 2022-04-11 19:58:29,351-[lfw][196000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 19:58:29,351-[lfw][196000]Accuracy-Highest: 0.99817 Training: 2022-04-11 19:59:20,053-[cfp_fp][196000]XNorm: 22.931134 Training: 2022-04-11 19:59:20,054-[cfp_fp][196000]Accuracy-Flip: 0.98986+-0.00358 Training: 2022-04-11 19:59:20,054-[cfp_fp][196000]Accuracy-Highest: 0.98986 Training: 2022-04-11 20:00:03,817-[agedb_30][196000]XNorm: 23.861441 Training: 2022-04-11 20:00:03,818-[agedb_30][196000]Accuracy-Flip: 0.98367+-0.00645 Training: 2022-04-11 20:00:03,818-[agedb_30][196000]Accuracy-Highest: 0.98500 Training: 2022-04-11 20:00:06,891-Speed 72.63 samples/sec Loss 1.3727 LearningRate 0.0170 Epoch: 11 Global Step: 196010 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:00:09,957-Speed 3341.16 samples/sec Loss 1.3559 LearningRate 0.0170 Epoch: 11 Global Step: 196020 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:00:13,021-Speed 3342.73 samples/sec Loss 1.3424 LearningRate 0.0170 Epoch: 11 Global Step: 196030 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:00:16,084-Speed 3343.76 samples/sec Loss 1.3691 LearningRate 0.0170 Epoch: 11 Global Step: 196040 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:00:19,148-Speed 3343.09 samples/sec Loss 1.3059 LearningRate 0.0170 Epoch: 11 Global Step: 196050 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:22,221-Speed 3332.21 samples/sec Loss 1.3872 LearningRate 0.0170 Epoch: 11 Global Step: 196060 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:25,296-Speed 3331.51 samples/sec Loss 1.3611 LearningRate 0.0170 Epoch: 11 Global Step: 196070 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:28,388-Speed 3312.10 samples/sec Loss 1.3530 LearningRate 0.0170 Epoch: 11 Global Step: 196080 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:31,569-Speed 3219.74 samples/sec Loss 1.3533 LearningRate 0.0170 Epoch: 11 Global Step: 196090 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:34,681-Speed 3291.71 samples/sec Loss 1.3650 LearningRate 0.0170 Epoch: 11 Global Step: 196100 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:37,769-Speed 3316.50 samples/sec Loss 1.3255 LearningRate 0.0170 Epoch: 11 Global Step: 196110 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:40,868-Speed 3305.54 samples/sec Loss 1.3239 LearningRate 0.0170 Epoch: 11 Global Step: 196120 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:43,969-Speed 3302.35 samples/sec Loss 1.3033 LearningRate 0.0170 Epoch: 11 Global Step: 196130 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:47,077-Speed 3296.30 samples/sec Loss 1.3351 LearningRate 0.0170 Epoch: 11 Global Step: 196140 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:50,156-Speed 3325.97 samples/sec Loss 1.3639 LearningRate 0.0170 Epoch: 11 Global Step: 196150 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:53,235-Speed 3325.96 samples/sec Loss 1.3197 LearningRate 0.0170 Epoch: 11 Global Step: 196160 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:56,317-Speed 3323.80 samples/sec Loss 1.3217 LearningRate 0.0170 Epoch: 11 Global Step: 196170 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:00:59,395-Speed 3328.05 samples/sec Loss 1.3373 LearningRate 0.0170 Epoch: 11 Global Step: 196180 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:02,502-Speed 3296.57 samples/sec Loss 1.3392 LearningRate 0.0170 Epoch: 11 Global Step: 196190 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:05,653-Speed 3250.80 samples/sec Loss 1.3421 LearningRate 0.0170 Epoch: 11 Global Step: 196200 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:08,772-Speed 3283.02 samples/sec Loss 1.3356 LearningRate 0.0170 Epoch: 11 Global Step: 196210 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:11,920-Speed 3253.62 samples/sec Loss 1.3538 LearningRate 0.0170 Epoch: 11 Global Step: 196220 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:15,028-Speed 3296.07 samples/sec Loss 1.3507 LearningRate 0.0170 Epoch: 11 Global Step: 196230 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:18,104-Speed 3329.32 samples/sec Loss 1.3159 LearningRate 0.0170 Epoch: 11 Global Step: 196240 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:21,199-Speed 3309.82 samples/sec Loss 1.3225 LearningRate 0.0170 Epoch: 11 Global Step: 196250 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:24,278-Speed 3326.20 samples/sec Loss 1.3036 LearningRate 0.0170 Epoch: 11 Global Step: 196260 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:27,477-Speed 3201.78 samples/sec Loss 1.3572 LearningRate 0.0170 Epoch: 11 Global Step: 196270 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:30,549-Speed 3334.04 samples/sec Loss 1.3618 LearningRate 0.0170 Epoch: 11 Global Step: 196280 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:01:33,641-Speed 3313.22 samples/sec Loss 1.3528 LearningRate 0.0170 Epoch: 11 Global Step: 196290 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:01:36,720-Speed 3325.86 samples/sec Loss 1.3200 LearningRate 0.0170 Epoch: 11 Global Step: 196300 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:01:39,940-Speed 3180.93 samples/sec Loss 1.3219 LearningRate 0.0170 Epoch: 11 Global Step: 196310 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:01:43,057-Speed 3286.14 samples/sec Loss 1.2815 LearningRate 0.0170 Epoch: 11 Global Step: 196320 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:46,178-Speed 3281.63 samples/sec Loss 1.3348 LearningRate 0.0170 Epoch: 11 Global Step: 196330 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:49,259-Speed 3323.96 samples/sec Loss 1.3174 LearningRate 0.0170 Epoch: 11 Global Step: 196340 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:52,451-Speed 3209.20 samples/sec Loss 1.3222 LearningRate 0.0170 Epoch: 11 Global Step: 196350 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:55,527-Speed 3330.25 samples/sec Loss 1.3609 LearningRate 0.0170 Epoch: 11 Global Step: 196360 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:01:58,609-Speed 3323.73 samples/sec Loss 1.3228 LearningRate 0.0170 Epoch: 11 Global Step: 196370 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:01,714-Speed 3298.09 samples/sec Loss 1.3299 LearningRate 0.0170 Epoch: 11 Global Step: 196380 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:04,815-Speed 3303.05 samples/sec Loss 1.3380 LearningRate 0.0169 Epoch: 11 Global Step: 196390 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:07,966-Speed 3251.28 samples/sec Loss 1.3126 LearningRate 0.0169 Epoch: 11 Global Step: 196400 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:11,107-Speed 3260.00 samples/sec Loss 1.3403 LearningRate 0.0169 Epoch: 11 Global Step: 196410 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:14,253-Speed 3256.24 samples/sec Loss 1.3470 LearningRate 0.0169 Epoch: 11 Global Step: 196420 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:02:17,348-Speed 3308.70 samples/sec Loss 1.3359 LearningRate 0.0169 Epoch: 11 Global Step: 196430 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:02:20,409-Speed 3346.55 samples/sec Loss 1.4254 LearningRate 0.0169 Epoch: 11 Global Step: 196440 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:23,557-Speed 3253.55 samples/sec Loss 1.3950 LearningRate 0.0169 Epoch: 11 Global Step: 196450 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:26,642-Speed 3320.24 samples/sec Loss 1.3432 LearningRate 0.0169 Epoch: 11 Global Step: 196460 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:29,724-Speed 3323.44 samples/sec Loss 1.3420 LearningRate 0.0169 Epoch: 11 Global Step: 196470 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:32,819-Speed 3309.51 samples/sec Loss 1.3426 LearningRate 0.0169 Epoch: 11 Global Step: 196480 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:35,918-Speed 3305.02 samples/sec Loss 1.3435 LearningRate 0.0169 Epoch: 11 Global Step: 196490 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:39,021-Speed 3300.57 samples/sec Loss 1.3340 LearningRate 0.0169 Epoch: 11 Global Step: 196500 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:42,121-Speed 3303.59 samples/sec Loss 1.3361 LearningRate 0.0169 Epoch: 11 Global Step: 196510 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:45,197-Speed 3330.27 samples/sec Loss 1.3619 LearningRate 0.0169 Epoch: 11 Global Step: 196520 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:48,277-Speed 3324.71 samples/sec Loss 1.3399 LearningRate 0.0169 Epoch: 11 Global Step: 196530 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:02:51,355-Speed 3327.51 samples/sec Loss 1.3382 LearningRate 0.0169 Epoch: 11 Global Step: 196540 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:02:54,430-Speed 3331.72 samples/sec Loss 1.2914 LearningRate 0.0169 Epoch: 11 Global Step: 196550 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:02:57,565-Speed 3267.29 samples/sec Loss 1.2920 LearningRate 0.0169 Epoch: 11 Global Step: 196560 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:03:00,651-Speed 3318.76 samples/sec Loss 1.3552 LearningRate 0.0169 Epoch: 11 Global Step: 196570 Fp16 Grad Scale: 131072 Required: 15 hours Training: 2022-04-11 20:03:03,822-Speed 3229.86 samples/sec Loss 1.3247 LearningRate 0.0169 Epoch: 11 Global Step: 196580 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:06,925-Speed 3300.84 samples/sec Loss 1.2366 LearningRate 0.0169 Epoch: 11 Global Step: 196590 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:09,995-Speed 3335.73 samples/sec Loss 1.2848 LearningRate 0.0169 Epoch: 11 Global Step: 196600 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:13,093-Speed 3305.87 samples/sec Loss 1.3044 LearningRate 0.0169 Epoch: 11 Global Step: 196610 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:16,172-Speed 3326.76 samples/sec Loss 1.4111 LearningRate 0.0169 Epoch: 11 Global Step: 196620 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:19,247-Speed 3331.72 samples/sec Loss 1.3279 LearningRate 0.0169 Epoch: 11 Global Step: 196630 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:22,323-Speed 3329.32 samples/sec Loss 1.2967 LearningRate 0.0169 Epoch: 11 Global Step: 196640 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:25,502-Speed 3222.22 samples/sec Loss 1.3391 LearningRate 0.0169 Epoch: 11 Global Step: 196650 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:28,628-Speed 3276.86 samples/sec Loss 1.3505 LearningRate 0.0169 Epoch: 11 Global Step: 196660 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:31,715-Speed 3317.10 samples/sec Loss 1.4230 LearningRate 0.0169 Epoch: 11 Global Step: 196670 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:34,788-Speed 3333.73 samples/sec Loss 1.3095 LearningRate 0.0169 Epoch: 11 Global Step: 196680 Fp16 Grad Scale: 65536 Required: 15 hours Training: 2022-04-11 20:03:37,845-Speed 3350.82 samples/sec Loss 1.3613 LearningRate 0.0169 Epoch: 11 Global Step: 196690 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 20:03:40,925-Speed 3324.71 samples/sec Loss 1.3377 LearningRate 0.0169 Epoch: 11 Global Step: 196700 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 20:03:44,125-Speed 3201.06 samples/sec Loss 1.3241 LearningRate 0.0169 Epoch: 11 Global Step: 196710 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 20:03:47,292-Speed 3234.43 samples/sec Loss 1.3631 LearningRate 0.0169 Epoch: 11 Global Step: 196720 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 20:03:50,364-Speed 3333.84 samples/sec Loss 1.3546 LearningRate 0.0169 Epoch: 11 Global Step: 196730 Fp16 Grad Scale: 32768 Required: 15 hours Training: 2022-04-11 20:03:53,438-Speed 3331.48 samples/sec Loss 1.3576 LearningRate 0.0169 Epoch: 11 Global Step: 196740 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:03:56,523-Speed 3320.06 samples/sec Loss 1.3203 LearningRate 0.0169 Epoch: 11 Global Step: 196750 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:03:59,593-Speed 3336.55 samples/sec Loss 1.3392 LearningRate 0.0169 Epoch: 11 Global Step: 196760 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:04:02,675-Speed 3323.58 samples/sec Loss 1.3451 LearningRate 0.0169 Epoch: 11 Global Step: 196770 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:04:05,783-Speed 3295.30 samples/sec Loss 1.3656 LearningRate 0.0169 Epoch: 11 Global Step: 196780 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:04:08,858-Speed 3330.61 samples/sec Loss 1.3058 LearningRate 0.0169 Epoch: 11 Global Step: 196790 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:11,939-Speed 3324.10 samples/sec Loss 1.3445 LearningRate 0.0168 Epoch: 11 Global Step: 196800 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:15,020-Speed 3325.51 samples/sec Loss 1.3028 LearningRate 0.0168 Epoch: 11 Global Step: 196810 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:18,107-Speed 3317.28 samples/sec Loss 1.4247 LearningRate 0.0168 Epoch: 11 Global Step: 196820 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:21,183-Speed 3329.71 samples/sec Loss 1.3347 LearningRate 0.0168 Epoch: 11 Global Step: 196830 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:24,257-Speed 3332.51 samples/sec Loss 1.3598 LearningRate 0.0168 Epoch: 11 Global Step: 196840 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:27,331-Speed 3331.30 samples/sec Loss 1.3621 LearningRate 0.0168 Epoch: 11 Global Step: 196850 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:30,411-Speed 3325.76 samples/sec Loss 1.3680 LearningRate 0.0168 Epoch: 11 Global Step: 196860 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:33,510-Speed 3304.83 samples/sec Loss 1.3017 LearningRate 0.0168 Epoch: 11 Global Step: 196870 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:36,582-Speed 3334.48 samples/sec Loss 1.3056 LearningRate 0.0168 Epoch: 11 Global Step: 196880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:39,649-Speed 3339.45 samples/sec Loss 1.3480 LearningRate 0.0168 Epoch: 11 Global Step: 196890 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:04:42,717-Speed 3339.16 samples/sec Loss 1.3733 LearningRate 0.0168 Epoch: 11 Global Step: 196900 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:04:45,790-Speed 3332.63 samples/sec Loss 1.2888 LearningRate 0.0168 Epoch: 11 Global Step: 196910 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:04:48,940-Speed 3252.09 samples/sec Loss 1.3991 LearningRate 0.0168 Epoch: 11 Global Step: 196920 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:04:51,998-Speed 3348.57 samples/sec Loss 1.3606 LearningRate 0.0168 Epoch: 11 Global Step: 196930 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:55,071-Speed 3333.25 samples/sec Loss 1.3215 LearningRate 0.0168 Epoch: 11 Global Step: 196940 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:04:58,144-Speed 3333.52 samples/sec Loss 1.3843 LearningRate 0.0168 Epoch: 11 Global Step: 196950 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:01,231-Speed 3317.67 samples/sec Loss 1.4072 LearningRate 0.0168 Epoch: 11 Global Step: 196960 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:04,318-Speed 3317.42 samples/sec Loss 1.3187 LearningRate 0.0168 Epoch: 11 Global Step: 196970 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:07,401-Speed 3322.58 samples/sec Loss 1.3929 LearningRate 0.0168 Epoch: 11 Global Step: 196980 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:10,484-Speed 3322.11 samples/sec Loss 1.3575 LearningRate 0.0168 Epoch: 11 Global Step: 196990 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:13,584-Speed 3304.07 samples/sec Loss 1.3745 LearningRate 0.0168 Epoch: 11 Global Step: 197000 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:16,659-Speed 3331.52 samples/sec Loss 1.3260 LearningRate 0.0168 Epoch: 11 Global Step: 197010 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:19,729-Speed 3335.60 samples/sec Loss 1.3259 LearningRate 0.0168 Epoch: 11 Global Step: 197020 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:22,790-Speed 3346.68 samples/sec Loss 1.4018 LearningRate 0.0168 Epoch: 11 Global Step: 197030 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:25,870-Speed 3325.32 samples/sec Loss 1.4108 LearningRate 0.0168 Epoch: 11 Global Step: 197040 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:28,973-Speed 3300.41 samples/sec Loss 1.3750 LearningRate 0.0168 Epoch: 11 Global Step: 197050 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:32,059-Speed 3318.67 samples/sec Loss 1.3791 LearningRate 0.0168 Epoch: 11 Global Step: 197060 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:35,130-Speed 3335.62 samples/sec Loss 1.3324 LearningRate 0.0168 Epoch: 11 Global Step: 197070 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:38,964-Speed 2671.24 samples/sec Loss 1.3901 LearningRate 0.0168 Epoch: 11 Global Step: 197080 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:42,047-Speed 3322.64 samples/sec Loss 1.3569 LearningRate 0.0168 Epoch: 11 Global Step: 197090 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:45,116-Speed 3337.60 samples/sec Loss 1.4009 LearningRate 0.0168 Epoch: 11 Global Step: 197100 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:48,189-Speed 3332.26 samples/sec Loss 1.2932 LearningRate 0.0168 Epoch: 11 Global Step: 197110 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:51,265-Speed 3329.68 samples/sec Loss 1.3032 LearningRate 0.0168 Epoch: 11 Global Step: 197120 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:05:54,347-Speed 3323.17 samples/sec Loss 1.4042 LearningRate 0.0168 Epoch: 11 Global Step: 197130 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:05:57,431-Speed 3321.27 samples/sec Loss 1.3441 LearningRate 0.0168 Epoch: 11 Global Step: 197140 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:00,503-Speed 3334.37 samples/sec Loss 1.3114 LearningRate 0.0168 Epoch: 11 Global Step: 197150 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:03,571-Speed 3339.02 samples/sec Loss 1.3329 LearningRate 0.0168 Epoch: 11 Global Step: 197160 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:06,657-Speed 3318.54 samples/sec Loss 1.3403 LearningRate 0.0168 Epoch: 11 Global Step: 197170 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:09,734-Speed 3329.35 samples/sec Loss 1.3424 LearningRate 0.0168 Epoch: 11 Global Step: 197180 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:12,793-Speed 3347.42 samples/sec Loss 1.3399 LearningRate 0.0168 Epoch: 11 Global Step: 197190 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:15,866-Speed 3333.57 samples/sec Loss 1.2739 LearningRate 0.0167 Epoch: 11 Global Step: 197200 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:18,950-Speed 3321.31 samples/sec Loss 1.3716 LearningRate 0.0167 Epoch: 11 Global Step: 197210 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:22,042-Speed 3312.57 samples/sec Loss 1.3266 LearningRate 0.0167 Epoch: 11 Global Step: 197220 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:25,130-Speed 3316.45 samples/sec Loss 1.3426 LearningRate 0.0167 Epoch: 11 Global Step: 197230 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:28,316-Speed 3214.64 samples/sec Loss 1.3486 LearningRate 0.0167 Epoch: 11 Global Step: 197240 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:31,399-Speed 3322.42 samples/sec Loss 1.3551 LearningRate 0.0167 Epoch: 11 Global Step: 197250 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:34,561-Speed 3239.55 samples/sec Loss 1.3155 LearningRate 0.0167 Epoch: 11 Global Step: 197260 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:37,712-Speed 3250.86 samples/sec Loss 1.3288 LearningRate 0.0167 Epoch: 11 Global Step: 197270 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:40,895-Speed 3217.65 samples/sec Loss 1.3450 LearningRate 0.0167 Epoch: 11 Global Step: 197280 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:43,969-Speed 3331.19 samples/sec Loss 1.3892 LearningRate 0.0167 Epoch: 11 Global Step: 197290 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:47,052-Speed 3323.17 samples/sec Loss 1.3649 LearningRate 0.0167 Epoch: 11 Global Step: 197300 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:50,134-Speed 3323.08 samples/sec Loss 1.3864 LearningRate 0.0167 Epoch: 11 Global Step: 197310 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:06:53,190-Speed 3351.04 samples/sec Loss 1.3975 LearningRate 0.0167 Epoch: 11 Global Step: 197320 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:56,270-Speed 3325.15 samples/sec Loss 1.3391 LearningRate 0.0167 Epoch: 11 Global Step: 197330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:06:59,348-Speed 3328.00 samples/sec Loss 1.3932 LearningRate 0.0167 Epoch: 11 Global Step: 197340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:02,420-Speed 3334.80 samples/sec Loss 1.3077 LearningRate 0.0167 Epoch: 11 Global Step: 197350 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:05,529-Speed 3294.83 samples/sec Loss 1.3497 LearningRate 0.0167 Epoch: 11 Global Step: 197360 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:08,622-Speed 3311.40 samples/sec Loss 1.3530 LearningRate 0.0167 Epoch: 11 Global Step: 197370 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:11,846-Speed 3176.64 samples/sec Loss 1.3568 LearningRate 0.0167 Epoch: 11 Global Step: 197380 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:15,087-Speed 3160.11 samples/sec Loss 1.3163 LearningRate 0.0167 Epoch: 11 Global Step: 197390 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:18,319-Speed 3168.51 samples/sec Loss 1.3609 LearningRate 0.0167 Epoch: 11 Global Step: 197400 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:21,573-Speed 3147.75 samples/sec Loss 1.3067 LearningRate 0.0167 Epoch: 11 Global Step: 197410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:24,741-Speed 3233.74 samples/sec Loss 1.3630 LearningRate 0.0167 Epoch: 11 Global Step: 197420 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:07:27,819-Speed 3327.57 samples/sec Loss 1.3527 LearningRate 0.0167 Epoch: 11 Global Step: 197430 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:07:31,037-Speed 3182.50 samples/sec Loss 1.3683 LearningRate 0.0167 Epoch: 11 Global Step: 197440 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:34,249-Speed 3189.29 samples/sec Loss 1.3620 LearningRate 0.0167 Epoch: 11 Global Step: 197450 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:37,532-Speed 3119.73 samples/sec Loss 1.3591 LearningRate 0.0167 Epoch: 11 Global Step: 197460 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:40,672-Speed 3261.06 samples/sec Loss 1.3526 LearningRate 0.0167 Epoch: 11 Global Step: 197470 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:43,847-Speed 3226.21 samples/sec Loss 1.3647 LearningRate 0.0167 Epoch: 11 Global Step: 197480 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:47,076-Speed 3171.60 samples/sec Loss 1.3188 LearningRate 0.0167 Epoch: 11 Global Step: 197490 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:50,310-Speed 3168.21 samples/sec Loss 1.3157 LearningRate 0.0167 Epoch: 11 Global Step: 197500 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:53,402-Speed 3311.65 samples/sec Loss 1.3368 LearningRate 0.0167 Epoch: 11 Global Step: 197510 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:56,482-Speed 3325.73 samples/sec Loss 1.2766 LearningRate 0.0167 Epoch: 11 Global Step: 197520 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:07:59,569-Speed 3317.96 samples/sec Loss 1.3462 LearningRate 0.0167 Epoch: 11 Global Step: 197530 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:02,645-Speed 3330.12 samples/sec Loss 1.3802 LearningRate 0.0167 Epoch: 11 Global Step: 197540 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:05,719-Speed 3331.92 samples/sec Loss 1.3295 LearningRate 0.0167 Epoch: 11 Global Step: 197550 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:08,811-Speed 3312.05 samples/sec Loss 1.3366 LearningRate 0.0167 Epoch: 11 Global Step: 197560 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:11,889-Speed 3327.87 samples/sec Loss 1.3356 LearningRate 0.0167 Epoch: 11 Global Step: 197570 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:14,966-Speed 3328.77 samples/sec Loss 1.3493 LearningRate 0.0167 Epoch: 11 Global Step: 197580 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:18,061-Speed 3309.68 samples/sec Loss 1.3362 LearningRate 0.0167 Epoch: 11 Global Step: 197590 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:21,125-Speed 3342.59 samples/sec Loss 1.3091 LearningRate 0.0167 Epoch: 11 Global Step: 197600 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:24,198-Speed 3332.41 samples/sec Loss 1.3469 LearningRate 0.0166 Epoch: 11 Global Step: 197610 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:27,291-Speed 3312.40 samples/sec Loss 1.3289 LearningRate 0.0166 Epoch: 11 Global Step: 197620 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:30,464-Speed 3227.75 samples/sec Loss 1.3381 LearningRate 0.0166 Epoch: 11 Global Step: 197630 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:33,556-Speed 3312.16 samples/sec Loss 1.3330 LearningRate 0.0166 Epoch: 11 Global Step: 197640 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:36,659-Speed 3300.76 samples/sec Loss 1.3368 LearningRate 0.0166 Epoch: 11 Global Step: 197650 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:39,739-Speed 3325.65 samples/sec Loss 1.3286 LearningRate 0.0166 Epoch: 11 Global Step: 197660 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:42,814-Speed 3330.91 samples/sec Loss 1.2903 LearningRate 0.0166 Epoch: 11 Global Step: 197670 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:45,901-Speed 3318.11 samples/sec Loss 1.3638 LearningRate 0.0166 Epoch: 11 Global Step: 197680 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:48,995-Speed 3310.21 samples/sec Loss 1.3142 LearningRate 0.0166 Epoch: 11 Global Step: 197690 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:08:52,084-Speed 3315.83 samples/sec Loss 1.3502 LearningRate 0.0166 Epoch: 11 Global Step: 197700 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:55,195-Speed 3292.27 samples/sec Loss 1.3222 LearningRate 0.0166 Epoch: 11 Global Step: 197710 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:08:58,259-Speed 3342.99 samples/sec Loss 1.3116 LearningRate 0.0166 Epoch: 11 Global Step: 197720 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:01,335-Speed 3329.32 samples/sec Loss 1.3438 LearningRate 0.0166 Epoch: 11 Global Step: 197730 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:04,434-Speed 3305.34 samples/sec Loss 1.3478 LearningRate 0.0166 Epoch: 11 Global Step: 197740 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:07,506-Speed 3333.34 samples/sec Loss 1.3620 LearningRate 0.0166 Epoch: 11 Global Step: 197750 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:10,594-Speed 3317.40 samples/sec Loss 1.3553 LearningRate 0.0166 Epoch: 11 Global Step: 197760 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:13,689-Speed 3308.80 samples/sec Loss 1.2930 LearningRate 0.0166 Epoch: 11 Global Step: 197770 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:16,766-Speed 3329.19 samples/sec Loss 1.3900 LearningRate 0.0166 Epoch: 11 Global Step: 197780 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:19,875-Speed 3294.11 samples/sec Loss 1.3680 LearningRate 0.0166 Epoch: 11 Global Step: 197790 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:22,950-Speed 3331.04 samples/sec Loss 1.3825 LearningRate 0.0166 Epoch: 11 Global Step: 197800 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:26,037-Speed 3317.53 samples/sec Loss 1.3463 LearningRate 0.0166 Epoch: 11 Global Step: 197810 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:29,165-Speed 3275.10 samples/sec Loss 1.3530 LearningRate 0.0166 Epoch: 11 Global Step: 197820 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:09:32,255-Speed 3313.73 samples/sec Loss 1.3117 LearningRate 0.0166 Epoch: 11 Global Step: 197830 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:09:35,345-Speed 3314.65 samples/sec Loss 1.2996 LearningRate 0.0166 Epoch: 11 Global Step: 197840 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:09:38,467-Speed 3281.50 samples/sec Loss 1.3140 LearningRate 0.0166 Epoch: 11 Global Step: 197850 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:09:41,588-Speed 3281.61 samples/sec Loss 1.3359 LearningRate 0.0166 Epoch: 11 Global Step: 197860 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:09:44,713-Speed 3278.14 samples/sec Loss 1.3678 LearningRate 0.0166 Epoch: 11 Global Step: 197870 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:47,785-Speed 3333.80 samples/sec Loss 1.3146 LearningRate 0.0166 Epoch: 11 Global Step: 197880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:50,912-Speed 3275.51 samples/sec Loss 1.3408 LearningRate 0.0166 Epoch: 11 Global Step: 197890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:54,023-Speed 3292.26 samples/sec Loss 1.3725 LearningRate 0.0166 Epoch: 11 Global Step: 197900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:09:57,097-Speed 3331.56 samples/sec Loss 1.3001 LearningRate 0.0166 Epoch: 11 Global Step: 197910 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:10:00,182-Speed 3320.15 samples/sec Loss 1.3550 LearningRate 0.0166 Epoch: 11 Global Step: 197920 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:10:03,267-Speed 3319.99 samples/sec Loss 1.3708 LearningRate 0.0166 Epoch: 11 Global Step: 197930 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:10:06,357-Speed 3315.60 samples/sec Loss 1.3650 LearningRate 0.0166 Epoch: 11 Global Step: 197940 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:10:09,433-Speed 3330.36 samples/sec Loss 1.3428 LearningRate 0.0166 Epoch: 11 Global Step: 197950 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:10:12,508-Speed 3329.97 samples/sec Loss 1.3398 LearningRate 0.0166 Epoch: 11 Global Step: 197960 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:10:15,590-Speed 3323.28 samples/sec Loss 1.3090 LearningRate 0.0166 Epoch: 11 Global Step: 197970 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:10:18,673-Speed 3322.35 samples/sec Loss 1.3151 LearningRate 0.0166 Epoch: 11 Global Step: 197980 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:10:21,761-Speed 3317.34 samples/sec Loss 1.3772 LearningRate 0.0166 Epoch: 11 Global Step: 197990 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:10:24,934-Speed 3227.91 samples/sec Loss 1.3665 LearningRate 0.0166 Epoch: 11 Global Step: 198000 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:11:09,340-[lfw][198000]XNorm: 21.941668 Training: 2022-04-11 20:11:09,341-[lfw][198000]Accuracy-Flip: 0.99783+-0.00269 Training: 2022-04-11 20:11:09,341-[lfw][198000]Accuracy-Highest: 0.99817 Training: 2022-04-11 20:12:00,774-[cfp_fp][198000]XNorm: 22.147303 Training: 2022-04-11 20:12:00,775-[cfp_fp][198000]Accuracy-Flip: 0.99029+-0.00437 Training: 2022-04-11 20:12:00,775-[cfp_fp][198000]Accuracy-Highest: 0.99029 Training: 2022-04-11 20:12:45,035-[agedb_30][198000]XNorm: 22.661545 Training: 2022-04-11 20:12:45,036-[agedb_30][198000]Accuracy-Flip: 0.98317+-0.00594 Training: 2022-04-11 20:12:45,036-[agedb_30][198000]Accuracy-Highest: 0.98500 Training: 2022-04-11 20:12:48,130-Speed 71.51 samples/sec Loss 1.3618 LearningRate 0.0166 Epoch: 11 Global Step: 198010 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:12:51,204-Speed 3332.12 samples/sec Loss 1.3579 LearningRate 0.0165 Epoch: 11 Global Step: 198020 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:12:54,357-Speed 3247.92 samples/sec Loss 1.3076 LearningRate 0.0165 Epoch: 11 Global Step: 198030 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:12:57,548-Speed 3210.12 samples/sec Loss 1.3389 LearningRate 0.0165 Epoch: 11 Global Step: 198040 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:13:00,616-Speed 3338.06 samples/sec Loss 1.2991 LearningRate 0.0165 Epoch: 11 Global Step: 198050 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:13:03,815-Speed 3201.95 samples/sec Loss 1.3299 LearningRate 0.0165 Epoch: 11 Global Step: 198060 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:07,023-Speed 3192.71 samples/sec Loss 1.3230 LearningRate 0.0165 Epoch: 11 Global Step: 198070 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:10,153-Speed 3272.62 samples/sec Loss 1.2984 LearningRate 0.0165 Epoch: 11 Global Step: 198080 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:13,259-Speed 3297.07 samples/sec Loss 1.3604 LearningRate 0.0165 Epoch: 11 Global Step: 198090 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:16,350-Speed 3313.99 samples/sec Loss 1.3437 LearningRate 0.0165 Epoch: 11 Global Step: 198100 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:19,469-Speed 3283.53 samples/sec Loss 1.3249 LearningRate 0.0165 Epoch: 11 Global Step: 198110 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:22,540-Speed 3335.68 samples/sec Loss 1.3375 LearningRate 0.0165 Epoch: 11 Global Step: 198120 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:25,610-Speed 3335.45 samples/sec Loss 1.3605 LearningRate 0.0165 Epoch: 11 Global Step: 198130 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:28,719-Speed 3294.54 samples/sec Loss 1.3866 LearningRate 0.0165 Epoch: 11 Global Step: 198140 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:31,821-Speed 3301.79 samples/sec Loss 1.3251 LearningRate 0.0165 Epoch: 11 Global Step: 198150 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:34,895-Speed 3332.37 samples/sec Loss 1.3571 LearningRate 0.0165 Epoch: 11 Global Step: 198160 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:13:37,977-Speed 3323.71 samples/sec Loss 1.3337 LearningRate 0.0165 Epoch: 11 Global Step: 198170 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:41,053-Speed 3329.80 samples/sec Loss 1.3132 LearningRate 0.0165 Epoch: 11 Global Step: 198180 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:44,129-Speed 3329.11 samples/sec Loss 1.3531 LearningRate 0.0165 Epoch: 11 Global Step: 198190 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:47,212-Speed 3322.75 samples/sec Loss 1.3018 LearningRate 0.0165 Epoch: 11 Global Step: 198200 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:13:50,277-Speed 3340.89 samples/sec Loss 1.3097 LearningRate 0.0165 Epoch: 11 Global Step: 198210 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:13:53,361-Speed 3321.12 samples/sec Loss 1.3369 LearningRate 0.0165 Epoch: 11 Global Step: 198220 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:13:56,437-Speed 3329.64 samples/sec Loss 1.3418 LearningRate 0.0165 Epoch: 11 Global Step: 198230 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:13:59,521-Speed 3321.31 samples/sec Loss 1.2820 LearningRate 0.0165 Epoch: 11 Global Step: 198240 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:14:02,636-Speed 3289.11 samples/sec Loss 1.3937 LearningRate 0.0165 Epoch: 11 Global Step: 198250 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:14:05,759-Speed 3279.75 samples/sec Loss 1.3551 LearningRate 0.0165 Epoch: 11 Global Step: 198260 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:14:08,852-Speed 3310.38 samples/sec Loss 1.2994 LearningRate 0.0165 Epoch: 11 Global Step: 198270 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:14:11,973-Speed 3281.86 samples/sec Loss 1.3406 LearningRate 0.0165 Epoch: 11 Global Step: 198280 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:14:15,066-Speed 3311.57 samples/sec Loss 1.3190 LearningRate 0.0165 Epoch: 11 Global Step: 198290 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:14:18,162-Speed 3308.56 samples/sec Loss 1.3114 LearningRate 0.0165 Epoch: 11 Global Step: 198300 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:14:21,247-Speed 3319.32 samples/sec Loss 1.3619 LearningRate 0.0165 Epoch: 11 Global Step: 198310 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:24,329-Speed 3323.26 samples/sec Loss 1.3245 LearningRate 0.0165 Epoch: 11 Global Step: 198320 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:27,416-Speed 3318.73 samples/sec Loss 1.3341 LearningRate 0.0165 Epoch: 11 Global Step: 198330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:30,492-Speed 3329.83 samples/sec Loss 1.3166 LearningRate 0.0165 Epoch: 11 Global Step: 198340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:33,629-Speed 3265.45 samples/sec Loss 1.3436 LearningRate 0.0165 Epoch: 11 Global Step: 198350 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:36,700-Speed 3335.00 samples/sec Loss 1.3333 LearningRate 0.0165 Epoch: 11 Global Step: 198360 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:39,770-Speed 3335.48 samples/sec Loss 1.3565 LearningRate 0.0165 Epoch: 11 Global Step: 198370 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:42,839-Speed 3337.51 samples/sec Loss 1.2546 LearningRate 0.0165 Epoch: 11 Global Step: 198380 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:45,934-Speed 3309.89 samples/sec Loss 1.3460 LearningRate 0.0165 Epoch: 11 Global Step: 198390 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:49,006-Speed 3333.41 samples/sec Loss 1.3476 LearningRate 0.0165 Epoch: 11 Global Step: 198400 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:52,076-Speed 3336.25 samples/sec Loss 1.3446 LearningRate 0.0165 Epoch: 11 Global Step: 198410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:55,149-Speed 3334.09 samples/sec Loss 1.2538 LearningRate 0.0165 Epoch: 11 Global Step: 198420 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:14:58,244-Speed 3308.77 samples/sec Loss 1.3526 LearningRate 0.0164 Epoch: 11 Global Step: 198430 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:01,324-Speed 3325.69 samples/sec Loss 1.3247 LearningRate 0.0164 Epoch: 11 Global Step: 198440 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:04,398-Speed 3332.07 samples/sec Loss 1.2613 LearningRate 0.0164 Epoch: 11 Global Step: 198450 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:07,491-Speed 3311.58 samples/sec Loss 1.3171 LearningRate 0.0164 Epoch: 11 Global Step: 198460 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:10,593-Speed 3302.11 samples/sec Loss 1.2676 LearningRate 0.0164 Epoch: 11 Global Step: 198470 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:13,717-Speed 3278.01 samples/sec Loss 1.3318 LearningRate 0.0164 Epoch: 11 Global Step: 198480 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:16,806-Speed 3315.41 samples/sec Loss 1.3449 LearningRate 0.0164 Epoch: 11 Global Step: 198490 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:19,924-Speed 3284.56 samples/sec Loss 1.3066 LearningRate 0.0164 Epoch: 11 Global Step: 198500 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:23,022-Speed 3307.06 samples/sec Loss 1.3751 LearningRate 0.0164 Epoch: 11 Global Step: 198510 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:15:26,095-Speed 3332.72 samples/sec Loss 1.3474 LearningRate 0.0164 Epoch: 11 Global Step: 198520 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:15:29,192-Speed 3307.21 samples/sec Loss 1.3617 LearningRate 0.0164 Epoch: 11 Global Step: 198530 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:32,277-Speed 3320.70 samples/sec Loss 1.3004 LearningRate 0.0164 Epoch: 11 Global Step: 198540 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:35,424-Speed 3253.81 samples/sec Loss 1.3158 LearningRate 0.0164 Epoch: 11 Global Step: 198550 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:38,556-Speed 3270.82 samples/sec Loss 1.3761 LearningRate 0.0164 Epoch: 11 Global Step: 198560 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:41,623-Speed 3339.86 samples/sec Loss 1.3929 LearningRate 0.0164 Epoch: 11 Global Step: 198570 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:44,701-Speed 3326.59 samples/sec Loss 1.2906 LearningRate 0.0164 Epoch: 11 Global Step: 198580 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:47,840-Speed 3263.98 samples/sec Loss 1.3656 LearningRate 0.0164 Epoch: 11 Global Step: 198590 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:50,953-Speed 3289.46 samples/sec Loss 1.3039 LearningRate 0.0164 Epoch: 11 Global Step: 198600 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:54,081-Speed 3274.82 samples/sec Loss 1.3852 LearningRate 0.0164 Epoch: 11 Global Step: 198610 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:15:57,188-Speed 3296.46 samples/sec Loss 1.2490 LearningRate 0.0164 Epoch: 11 Global Step: 198620 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:00,336-Speed 3254.39 samples/sec Loss 1.3164 LearningRate 0.0164 Epoch: 11 Global Step: 198630 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:03,414-Speed 3327.32 samples/sec Loss 1.3414 LearningRate 0.0164 Epoch: 11 Global Step: 198640 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:06,494-Speed 3325.25 samples/sec Loss 1.3043 LearningRate 0.0164 Epoch: 11 Global Step: 198650 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:09,579-Speed 3319.88 samples/sec Loss 1.3588 LearningRate 0.0164 Epoch: 11 Global Step: 198660 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:12,644-Speed 3343.06 samples/sec Loss 1.3858 LearningRate 0.0164 Epoch: 11 Global Step: 198670 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:15,726-Speed 3323.27 samples/sec Loss 1.3737 LearningRate 0.0164 Epoch: 11 Global Step: 198680 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:18,817-Speed 3314.07 samples/sec Loss 1.3217 LearningRate 0.0164 Epoch: 11 Global Step: 198690 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:21,920-Speed 3300.94 samples/sec Loss 1.3064 LearningRate 0.0164 Epoch: 11 Global Step: 198700 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:24,994-Speed 3331.48 samples/sec Loss 1.3460 LearningRate 0.0164 Epoch: 11 Global Step: 198710 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:28,068-Speed 3331.54 samples/sec Loss 1.3492 LearningRate 0.0164 Epoch: 11 Global Step: 198720 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:31,140-Speed 3334.02 samples/sec Loss 1.2934 LearningRate 0.0164 Epoch: 11 Global Step: 198730 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:34,225-Speed 3320.33 samples/sec Loss 1.2911 LearningRate 0.0164 Epoch: 11 Global Step: 198740 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:37,309-Speed 3321.18 samples/sec Loss 1.3253 LearningRate 0.0164 Epoch: 11 Global Step: 198750 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:40,387-Speed 3326.93 samples/sec Loss 1.3342 LearningRate 0.0164 Epoch: 11 Global Step: 198760 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:43,467-Speed 3326.17 samples/sec Loss 1.3450 LearningRate 0.0164 Epoch: 11 Global Step: 198770 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:46,542-Speed 3330.94 samples/sec Loss 1.3035 LearningRate 0.0164 Epoch: 11 Global Step: 198780 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:49,622-Speed 3325.10 samples/sec Loss 1.3043 LearningRate 0.0164 Epoch: 11 Global Step: 198790 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:52,700-Speed 3328.21 samples/sec Loss 1.3263 LearningRate 0.0164 Epoch: 11 Global Step: 198800 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:16:55,758-Speed 3349.17 samples/sec Loss 1.2947 LearningRate 0.0164 Epoch: 11 Global Step: 198810 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:16:58,850-Speed 3312.00 samples/sec Loss 1.3368 LearningRate 0.0164 Epoch: 11 Global Step: 198820 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:01,933-Speed 3322.97 samples/sec Loss 1.3276 LearningRate 0.0164 Epoch: 11 Global Step: 198830 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:05,024-Speed 3313.00 samples/sec Loss 1.3949 LearningRate 0.0163 Epoch: 11 Global Step: 198840 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:08,100-Speed 3330.16 samples/sec Loss 1.3567 LearningRate 0.0163 Epoch: 11 Global Step: 198850 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:11,174-Speed 3331.66 samples/sec Loss 1.3355 LearningRate 0.0163 Epoch: 11 Global Step: 198860 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:14,253-Speed 3327.20 samples/sec Loss 1.2923 LearningRate 0.0163 Epoch: 11 Global Step: 198870 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:17,349-Speed 3308.11 samples/sec Loss 1.3708 LearningRate 0.0163 Epoch: 11 Global Step: 198880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:20,422-Speed 3332.47 samples/sec Loss 1.3946 LearningRate 0.0163 Epoch: 11 Global Step: 198890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:23,495-Speed 3333.37 samples/sec Loss 1.3511 LearningRate 0.0163 Epoch: 11 Global Step: 198900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:26,571-Speed 3329.71 samples/sec Loss 1.3514 LearningRate 0.0163 Epoch: 11 Global Step: 198910 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:17:29,635-Speed 3342.22 samples/sec Loss 1.3154 LearningRate 0.0163 Epoch: 11 Global Step: 198920 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:32,715-Speed 3325.52 samples/sec Loss 1.3782 LearningRate 0.0163 Epoch: 11 Global Step: 198930 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:35,794-Speed 3326.83 samples/sec Loss 1.3202 LearningRate 0.0163 Epoch: 11 Global Step: 198940 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:38,873-Speed 3326.42 samples/sec Loss 1.3333 LearningRate 0.0163 Epoch: 11 Global Step: 198950 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:41,956-Speed 3322.98 samples/sec Loss 1.2847 LearningRate 0.0163 Epoch: 11 Global Step: 198960 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:45,028-Speed 3333.40 samples/sec Loss 1.3385 LearningRate 0.0163 Epoch: 11 Global Step: 198970 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:48,101-Speed 3333.57 samples/sec Loss 1.3462 LearningRate 0.0163 Epoch: 11 Global Step: 198980 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:51,185-Speed 3320.75 samples/sec Loss 1.3110 LearningRate 0.0163 Epoch: 11 Global Step: 198990 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:54,260-Speed 3330.42 samples/sec Loss 1.3060 LearningRate 0.0163 Epoch: 11 Global Step: 199000 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:17:57,340-Speed 3325.51 samples/sec Loss 1.3503 LearningRate 0.0163 Epoch: 11 Global Step: 199010 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:18:00,437-Speed 3306.94 samples/sec Loss 1.3492 LearningRate 0.0163 Epoch: 11 Global Step: 199020 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:03,526-Speed 3316.61 samples/sec Loss 1.3262 LearningRate 0.0163 Epoch: 11 Global Step: 199030 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:06,605-Speed 3326.63 samples/sec Loss 1.3175 LearningRate 0.0163 Epoch: 11 Global Step: 199040 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:09,684-Speed 3326.36 samples/sec Loss 1.2474 LearningRate 0.0163 Epoch: 11 Global Step: 199050 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:12,763-Speed 3326.87 samples/sec Loss 1.3210 LearningRate 0.0163 Epoch: 11 Global Step: 199060 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:15,838-Speed 3330.91 samples/sec Loss 1.3352 LearningRate 0.0163 Epoch: 11 Global Step: 199070 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:18,915-Speed 3327.69 samples/sec Loss 1.3216 LearningRate 0.0163 Epoch: 11 Global Step: 199080 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:22,005-Speed 3315.63 samples/sec Loss 1.3603 LearningRate 0.0163 Epoch: 11 Global Step: 199090 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:25,116-Speed 3291.56 samples/sec Loss 1.3405 LearningRate 0.0163 Epoch: 11 Global Step: 199100 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:28,208-Speed 3312.88 samples/sec Loss 1.2857 LearningRate 0.0163 Epoch: 11 Global Step: 199110 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:31,268-Speed 3347.10 samples/sec Loss 1.3349 LearningRate 0.0163 Epoch: 11 Global Step: 199120 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:34,341-Speed 3333.35 samples/sec Loss 1.3222 LearningRate 0.0163 Epoch: 11 Global Step: 199130 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:37,420-Speed 3326.69 samples/sec Loss 1.3348 LearningRate 0.0163 Epoch: 11 Global Step: 199140 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:40,498-Speed 3327.84 samples/sec Loss 1.3255 LearningRate 0.0163 Epoch: 11 Global Step: 199150 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:43,584-Speed 3318.48 samples/sec Loss 1.3556 LearningRate 0.0163 Epoch: 11 Global Step: 199160 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:46,696-Speed 3291.10 samples/sec Loss 1.3566 LearningRate 0.0163 Epoch: 11 Global Step: 199170 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:49,781-Speed 3319.72 samples/sec Loss 1.2901 LearningRate 0.0163 Epoch: 11 Global Step: 199180 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:52,875-Speed 3310.72 samples/sec Loss 1.3399 LearningRate 0.0163 Epoch: 11 Global Step: 199190 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:55,969-Speed 3309.96 samples/sec Loss 1.3710 LearningRate 0.0163 Epoch: 11 Global Step: 199200 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:18:59,049-Speed 3326.00 samples/sec Loss 1.3141 LearningRate 0.0163 Epoch: 11 Global Step: 199210 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:02,141-Speed 3312.48 samples/sec Loss 1.3673 LearningRate 0.0163 Epoch: 11 Global Step: 199220 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:05,233-Speed 3312.96 samples/sec Loss 1.3244 LearningRate 0.0163 Epoch: 11 Global Step: 199230 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:08,345-Speed 3291.04 samples/sec Loss 1.3489 LearningRate 0.0163 Epoch: 11 Global Step: 199240 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:11,425-Speed 3325.12 samples/sec Loss 1.3104 LearningRate 0.0163 Epoch: 11 Global Step: 199250 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:14,510-Speed 3320.49 samples/sec Loss 1.3736 LearningRate 0.0162 Epoch: 11 Global Step: 199260 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:17,600-Speed 3314.91 samples/sec Loss 1.3774 LearningRate 0.0162 Epoch: 11 Global Step: 199270 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:20,705-Speed 3298.06 samples/sec Loss 1.3646 LearningRate 0.0162 Epoch: 11 Global Step: 199280 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:23,817-Speed 3291.97 samples/sec Loss 1.3304 LearningRate 0.0162 Epoch: 11 Global Step: 199290 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:26,914-Speed 3307.37 samples/sec Loss 1.3122 LearningRate 0.0162 Epoch: 11 Global Step: 199300 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:29,990-Speed 3329.20 samples/sec Loss 1.3161 LearningRate 0.0162 Epoch: 11 Global Step: 199310 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:33,063-Speed 3332.88 samples/sec Loss 1.3084 LearningRate 0.0162 Epoch: 11 Global Step: 199320 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:36,139-Speed 3330.04 samples/sec Loss 1.3582 LearningRate 0.0162 Epoch: 11 Global Step: 199330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:39,213-Speed 3331.75 samples/sec Loss 1.3073 LearningRate 0.0162 Epoch: 11 Global Step: 199340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:42,318-Speed 3298.55 samples/sec Loss 1.3071 LearningRate 0.0162 Epoch: 11 Global Step: 199350 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:45,434-Speed 3287.49 samples/sec Loss 1.3613 LearningRate 0.0162 Epoch: 11 Global Step: 199360 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:48,539-Speed 3297.64 samples/sec Loss 1.3486 LearningRate 0.0162 Epoch: 11 Global Step: 199370 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:19:51,628-Speed 3317.08 samples/sec Loss 1.3326 LearningRate 0.0162 Epoch: 11 Global Step: 199380 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:54,713-Speed 3319.17 samples/sec Loss 1.3168 LearningRate 0.0162 Epoch: 11 Global Step: 199390 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:19:57,804-Speed 3313.97 samples/sec Loss 1.3737 LearningRate 0.0162 Epoch: 11 Global Step: 199400 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:00,932-Speed 3274.44 samples/sec Loss 1.3085 LearningRate 0.0162 Epoch: 11 Global Step: 199410 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:04,010-Speed 3327.72 samples/sec Loss 1.3075 LearningRate 0.0162 Epoch: 11 Global Step: 199420 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:07,094-Speed 3320.53 samples/sec Loss 1.3649 LearningRate 0.0162 Epoch: 11 Global Step: 199430 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:10,182-Speed 3317.15 samples/sec Loss 1.3183 LearningRate 0.0162 Epoch: 11 Global Step: 199440 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:13,267-Speed 3319.79 samples/sec Loss 1.3239 LearningRate 0.0162 Epoch: 11 Global Step: 199450 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:16,347-Speed 3326.27 samples/sec Loss 1.3347 LearningRate 0.0162 Epoch: 11 Global Step: 199460 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:19,428-Speed 3323.60 samples/sec Loss 1.3530 LearningRate 0.0162 Epoch: 11 Global Step: 199470 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:22,498-Speed 3336.76 samples/sec Loss 1.3343 LearningRate 0.0162 Epoch: 11 Global Step: 199480 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:25,605-Speed 3296.11 samples/sec Loss 1.3547 LearningRate 0.0162 Epoch: 11 Global Step: 199490 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:28,699-Speed 3310.59 samples/sec Loss 1.3211 LearningRate 0.0162 Epoch: 11 Global Step: 199500 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:31,782-Speed 3321.80 samples/sec Loss 1.3659 LearningRate 0.0162 Epoch: 11 Global Step: 199510 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:34,863-Speed 3325.62 samples/sec Loss 1.3378 LearningRate 0.0162 Epoch: 11 Global Step: 199520 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:37,958-Speed 3308.53 samples/sec Loss 1.3337 LearningRate 0.0162 Epoch: 11 Global Step: 199530 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:41,041-Speed 3322.46 samples/sec Loss 1.3193 LearningRate 0.0162 Epoch: 11 Global Step: 199540 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:44,133-Speed 3312.69 samples/sec Loss 1.3059 LearningRate 0.0162 Epoch: 11 Global Step: 199550 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:47,209-Speed 3329.73 samples/sec Loss 1.3854 LearningRate 0.0162 Epoch: 11 Global Step: 199560 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:50,298-Speed 3316.27 samples/sec Loss 1.3738 LearningRate 0.0162 Epoch: 11 Global Step: 199570 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:20:53,370-Speed 3333.50 samples/sec Loss 1.2905 LearningRate 0.0162 Epoch: 11 Global Step: 199580 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:56,447-Speed 3328.51 samples/sec Loss 1.3062 LearningRate 0.0162 Epoch: 11 Global Step: 199590 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:20:59,543-Speed 3308.89 samples/sec Loss 1.3589 LearningRate 0.0162 Epoch: 11 Global Step: 199600 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:02,610-Speed 3339.53 samples/sec Loss 1.3455 LearningRate 0.0162 Epoch: 11 Global Step: 199610 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:05,692-Speed 3322.64 samples/sec Loss 1.3221 LearningRate 0.0162 Epoch: 11 Global Step: 199620 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:08,773-Speed 3324.54 samples/sec Loss 1.3153 LearningRate 0.0162 Epoch: 11 Global Step: 199630 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:11,857-Speed 3321.31 samples/sec Loss 1.3573 LearningRate 0.0162 Epoch: 11 Global Step: 199640 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:14,938-Speed 3324.55 samples/sec Loss 1.3506 LearningRate 0.0162 Epoch: 11 Global Step: 199650 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:18,012-Speed 3331.88 samples/sec Loss 1.3255 LearningRate 0.0162 Epoch: 11 Global Step: 199660 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:21,115-Speed 3300.88 samples/sec Loss 1.3579 LearningRate 0.0161 Epoch: 11 Global Step: 199670 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:24,216-Speed 3302.61 samples/sec Loss 1.3221 LearningRate 0.0161 Epoch: 11 Global Step: 199680 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:27,359-Speed 3259.15 samples/sec Loss 1.2946 LearningRate 0.0161 Epoch: 11 Global Step: 199690 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:30,476-Speed 3285.75 samples/sec Loss 1.3161 LearningRate 0.0161 Epoch: 11 Global Step: 199700 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:21:33,587-Speed 3292.32 samples/sec Loss 1.3601 LearningRate 0.0161 Epoch: 11 Global Step: 199710 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:36,688-Speed 3302.47 samples/sec Loss 1.3885 LearningRate 0.0161 Epoch: 11 Global Step: 199720 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:39,767-Speed 3327.00 samples/sec Loss 1.3745 LearningRate 0.0161 Epoch: 11 Global Step: 199730 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:42,886-Speed 3283.82 samples/sec Loss 1.3357 LearningRate 0.0161 Epoch: 11 Global Step: 199740 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:46,103-Speed 3183.67 samples/sec Loss 1.3165 LearningRate 0.0161 Epoch: 11 Global Step: 199750 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:49,219-Speed 3287.94 samples/sec Loss 1.2939 LearningRate 0.0161 Epoch: 11 Global Step: 199760 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:52,353-Speed 3267.86 samples/sec Loss 1.3569 LearningRate 0.0161 Epoch: 11 Global Step: 199770 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:55,460-Speed 3295.85 samples/sec Loss 1.3169 LearningRate 0.0161 Epoch: 11 Global Step: 199780 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:21:58,651-Speed 3210.27 samples/sec Loss 1.3389 LearningRate 0.0161 Epoch: 11 Global Step: 199790 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:22:01,756-Speed 3298.54 samples/sec Loss 1.3106 LearningRate 0.0161 Epoch: 11 Global Step: 199800 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:22:04,839-Speed 3321.82 samples/sec Loss 1.3390 LearningRate 0.0161 Epoch: 11 Global Step: 199810 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:22:07,930-Speed 3313.92 samples/sec Loss 1.3617 LearningRate 0.0161 Epoch: 11 Global Step: 199820 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:22:11,001-Speed 3335.70 samples/sec Loss 1.3270 LearningRate 0.0161 Epoch: 11 Global Step: 199830 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:14,075-Speed 3332.28 samples/sec Loss 1.3721 LearningRate 0.0161 Epoch: 11 Global Step: 199840 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:17,167-Speed 3311.99 samples/sec Loss 1.3543 LearningRate 0.0161 Epoch: 11 Global Step: 199850 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:20,244-Speed 3328.59 samples/sec Loss 1.3235 LearningRate 0.0161 Epoch: 11 Global Step: 199860 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:23,398-Speed 3248.03 samples/sec Loss 1.3402 LearningRate 0.0161 Epoch: 11 Global Step: 199870 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:26,474-Speed 3328.74 samples/sec Loss 1.3044 LearningRate 0.0161 Epoch: 11 Global Step: 199880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:29,562-Speed 3317.19 samples/sec Loss 1.2834 LearningRate 0.0161 Epoch: 11 Global Step: 199890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:32,650-Speed 3317.74 samples/sec Loss 1.2519 LearningRate 0.0161 Epoch: 11 Global Step: 199900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:35,724-Speed 3330.84 samples/sec Loss 1.3083 LearningRate 0.0161 Epoch: 11 Global Step: 199910 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:38,795-Speed 3335.25 samples/sec Loss 1.3292 LearningRate 0.0161 Epoch: 11 Global Step: 199920 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:41,874-Speed 3327.06 samples/sec Loss 1.3300 LearningRate 0.0161 Epoch: 11 Global Step: 199930 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:22:44,946-Speed 3333.61 samples/sec Loss 1.3508 LearningRate 0.0161 Epoch: 11 Global Step: 199940 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:22:48,016-Speed 3336.38 samples/sec Loss 1.3496 LearningRate 0.0161 Epoch: 11 Global Step: 199950 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:51,110-Speed 3310.11 samples/sec Loss 1.3197 LearningRate 0.0161 Epoch: 11 Global Step: 199960 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:54,271-Speed 3241.12 samples/sec Loss 1.3446 LearningRate 0.0161 Epoch: 11 Global Step: 199970 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:22:57,357-Speed 3318.53 samples/sec Loss 1.3374 LearningRate 0.0161 Epoch: 11 Global Step: 199980 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:23:00,430-Speed 3333.26 samples/sec Loss 1.3526 LearningRate 0.0161 Epoch: 11 Global Step: 199990 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:23:03,568-Speed 3263.66 samples/sec Loss 1.3777 LearningRate 0.0161 Epoch: 11 Global Step: 200000 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:23:46,954-[lfw][200000]XNorm: 21.631169 Training: 2022-04-11 20:23:46,955-[lfw][200000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-11 20:23:46,955-[lfw][200000]Accuracy-Highest: 0.99817 Training: 2022-04-11 20:24:37,425-[cfp_fp][200000]XNorm: 22.291177 Training: 2022-04-11 20:24:37,426-[cfp_fp][200000]Accuracy-Flip: 0.98929+-0.00444 Training: 2022-04-11 20:24:37,427-[cfp_fp][200000]Accuracy-Highest: 0.99029 Training: 2022-04-11 20:25:20,917-[agedb_30][200000]XNorm: 23.055870 Training: 2022-04-11 20:25:20,918-[agedb_30][200000]Accuracy-Flip: 0.98567+-0.00620 Training: 2022-04-11 20:25:20,918-[agedb_30][200000]Accuracy-Highest: 0.98567 Training: 2022-04-11 20:25:23,993-Speed 72.92 samples/sec Loss 1.3519 LearningRate 0.0161 Epoch: 11 Global Step: 200010 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:25:27,123-Speed 3272.62 samples/sec Loss 1.3466 LearningRate 0.0161 Epoch: 11 Global Step: 200020 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:25:30,184-Speed 3345.87 samples/sec Loss 1.3651 LearningRate 0.0161 Epoch: 11 Global Step: 200030 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:25:33,271-Speed 3318.01 samples/sec Loss 1.3752 LearningRate 0.0161 Epoch: 11 Global Step: 200040 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:25:36,462-Speed 3209.38 samples/sec Loss 1.3515 LearningRate 0.0161 Epoch: 11 Global Step: 200050 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:25:39,538-Speed 3329.52 samples/sec Loss 1.3529 LearningRate 0.0161 Epoch: 11 Global Step: 200060 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:25:42,606-Speed 3338.95 samples/sec Loss 1.2676 LearningRate 0.0161 Epoch: 11 Global Step: 200070 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:25:45,682-Speed 3329.81 samples/sec Loss 1.3482 LearningRate 0.0161 Epoch: 11 Global Step: 200080 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:25:48,756-Speed 3331.18 samples/sec Loss 1.3074 LearningRate 0.0160 Epoch: 11 Global Step: 200090 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:25:51,876-Speed 3283.07 samples/sec Loss 1.3425 LearningRate 0.0160 Epoch: 11 Global Step: 200100 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:25:54,994-Speed 3285.44 samples/sec Loss 1.3060 LearningRate 0.0160 Epoch: 11 Global Step: 200110 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:25:58,067-Speed 3332.31 samples/sec Loss 1.3283 LearningRate 0.0160 Epoch: 11 Global Step: 200120 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:01,152-Speed 3320.66 samples/sec Loss 1.3638 LearningRate 0.0160 Epoch: 11 Global Step: 200130 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:04,241-Speed 3316.09 samples/sec Loss 1.3116 LearningRate 0.0160 Epoch: 11 Global Step: 200140 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:07,345-Speed 3299.49 samples/sec Loss 1.3120 LearningRate 0.0160 Epoch: 11 Global Step: 200150 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:10,465-Speed 3282.17 samples/sec Loss 1.3526 LearningRate 0.0160 Epoch: 11 Global Step: 200160 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:13,619-Speed 3247.44 samples/sec Loss 1.4035 LearningRate 0.0160 Epoch: 11 Global Step: 200170 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:16,693-Speed 3332.40 samples/sec Loss 1.3633 LearningRate 0.0160 Epoch: 11 Global Step: 200180 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:19,782-Speed 3315.80 samples/sec Loss 1.3517 LearningRate 0.0160 Epoch: 11 Global Step: 200190 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:26:22,871-Speed 3315.45 samples/sec Loss 1.3281 LearningRate 0.0160 Epoch: 11 Global Step: 200200 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:26:25,960-Speed 3315.45 samples/sec Loss 1.3994 LearningRate 0.0160 Epoch: 11 Global Step: 200210 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:26:29,041-Speed 3325.22 samples/sec Loss 1.3410 LearningRate 0.0160 Epoch: 11 Global Step: 200220 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:26:32,185-Speed 3257.64 samples/sec Loss 1.2866 LearningRate 0.0160 Epoch: 11 Global Step: 200230 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:26:35,267-Speed 3322.58 samples/sec Loss 1.3212 LearningRate 0.0160 Epoch: 11 Global Step: 200240 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:26:38,349-Speed 3324.14 samples/sec Loss 1.3120 LearningRate 0.0160 Epoch: 11 Global Step: 200250 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:41,455-Speed 3296.47 samples/sec Loss 1.3911 LearningRate 0.0160 Epoch: 11 Global Step: 200260 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:44,565-Speed 3293.74 samples/sec Loss 1.3304 LearningRate 0.0160 Epoch: 11 Global Step: 200270 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:47,739-Speed 3227.80 samples/sec Loss 1.3581 LearningRate 0.0160 Epoch: 11 Global Step: 200280 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:26:51,075-Speed 3069.81 samples/sec Loss 1.3507 LearningRate 0.0160 Epoch: 11 Global Step: 200290 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:27,140-Speed 283.94 samples/sec Loss 1.0106 LearningRate 0.0160 Epoch: 12 Global Step: 200300 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:30,464-Speed 3082.16 samples/sec Loss 0.9028 LearningRate 0.0160 Epoch: 12 Global Step: 200310 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:33,559-Speed 3308.50 samples/sec Loss 0.9163 LearningRate 0.0160 Epoch: 12 Global Step: 200320 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:36,674-Speed 3289.31 samples/sec Loss 0.8966 LearningRate 0.0160 Epoch: 12 Global Step: 200330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:39,820-Speed 3255.13 samples/sec Loss 0.9233 LearningRate 0.0160 Epoch: 12 Global Step: 200340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:43,054-Speed 3167.51 samples/sec Loss 0.9313 LearningRate 0.0160 Epoch: 12 Global Step: 200350 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:27:46,149-Speed 3308.31 samples/sec Loss 0.8734 LearningRate 0.0160 Epoch: 12 Global Step: 200360 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:27:49,295-Speed 3256.19 samples/sec Loss 0.8849 LearningRate 0.0160 Epoch: 12 Global Step: 200370 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:27:52,407-Speed 3291.58 samples/sec Loss 0.8733 LearningRate 0.0160 Epoch: 12 Global Step: 200380 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:55,483-Speed 3329.27 samples/sec Loss 0.9012 LearningRate 0.0160 Epoch: 12 Global Step: 200390 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:27:58,574-Speed 3313.41 samples/sec Loss 0.8912 LearningRate 0.0160 Epoch: 12 Global Step: 200400 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:01,658-Speed 3321.94 samples/sec Loss 0.8986 LearningRate 0.0160 Epoch: 12 Global Step: 200410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:04,745-Speed 3318.01 samples/sec Loss 0.8634 LearningRate 0.0160 Epoch: 12 Global Step: 200420 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:07,880-Speed 3267.09 samples/sec Loss 0.8783 LearningRate 0.0160 Epoch: 12 Global Step: 200430 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:10,967-Speed 3317.24 samples/sec Loss 0.8786 LearningRate 0.0160 Epoch: 12 Global Step: 200440 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:14,141-Speed 3226.86 samples/sec Loss 0.9153 LearningRate 0.0160 Epoch: 12 Global Step: 200450 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:17,318-Speed 3223.68 samples/sec Loss 0.8740 LearningRate 0.0160 Epoch: 12 Global Step: 200460 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:20,426-Speed 3295.71 samples/sec Loss 0.9052 LearningRate 0.0160 Epoch: 12 Global Step: 200470 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:23,964-Speed 2894.92 samples/sec Loss 0.8552 LearningRate 0.0160 Epoch: 12 Global Step: 200480 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:28:27,111-Speed 3254.66 samples/sec Loss 0.8694 LearningRate 0.0160 Epoch: 12 Global Step: 200490 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:28:30,560-Speed 2969.86 samples/sec Loss 0.8806 LearningRate 0.0160 Epoch: 12 Global Step: 200500 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:28:33,660-Speed 3303.94 samples/sec Loss 0.8822 LearningRate 0.0159 Epoch: 12 Global Step: 200510 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:28:36,847-Speed 3214.49 samples/sec Loss 0.9031 LearningRate 0.0159 Epoch: 12 Global Step: 200520 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:28:39,932-Speed 3319.42 samples/sec Loss 0.9224 LearningRate 0.0159 Epoch: 12 Global Step: 200530 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:28:43,030-Speed 3306.22 samples/sec Loss 0.8942 LearningRate 0.0159 Epoch: 12 Global Step: 200540 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:28:46,205-Speed 3226.05 samples/sec Loss 0.8813 LearningRate 0.0159 Epoch: 12 Global Step: 200550 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:49,327-Speed 3280.86 samples/sec Loss 0.8505 LearningRate 0.0159 Epoch: 12 Global Step: 200560 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:52,432-Speed 3298.27 samples/sec Loss 0.8730 LearningRate 0.0159 Epoch: 12 Global Step: 200570 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:28:55,505-Speed 3333.42 samples/sec Loss 0.8847 LearningRate 0.0159 Epoch: 12 Global Step: 200580 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:28:58,584-Speed 3326.54 samples/sec Loss 0.9114 LearningRate 0.0159 Epoch: 12 Global Step: 200590 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:01,680-Speed 3308.25 samples/sec Loss 0.9134 LearningRate 0.0159 Epoch: 12 Global Step: 200600 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:04,756-Speed 3330.14 samples/sec Loss 0.9101 LearningRate 0.0159 Epoch: 12 Global Step: 200610 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:07,846-Speed 3313.91 samples/sec Loss 0.8888 LearningRate 0.0159 Epoch: 12 Global Step: 200620 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:11,099-Speed 3148.88 samples/sec Loss 0.9047 LearningRate 0.0159 Epoch: 12 Global Step: 200630 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:14,196-Speed 3307.10 samples/sec Loss 0.8467 LearningRate 0.0159 Epoch: 12 Global Step: 200640 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:17,294-Speed 3306.66 samples/sec Loss 0.8935 LearningRate 0.0159 Epoch: 12 Global Step: 200650 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:20,433-Speed 3262.63 samples/sec Loss 0.8962 LearningRate 0.0159 Epoch: 12 Global Step: 200660 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:23,515-Speed 3322.96 samples/sec Loss 0.8456 LearningRate 0.0159 Epoch: 12 Global Step: 200670 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:29:26,630-Speed 3287.98 samples/sec Loss 0.8837 LearningRate 0.0159 Epoch: 12 Global Step: 200680 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:29,769-Speed 3263.05 samples/sec Loss 0.8953 LearningRate 0.0159 Epoch: 12 Global Step: 200690 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:32,897-Speed 3274.69 samples/sec Loss 0.8592 LearningRate 0.0159 Epoch: 12 Global Step: 200700 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:35,997-Speed 3304.02 samples/sec Loss 0.8813 LearningRate 0.0159 Epoch: 12 Global Step: 200710 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:39,097-Speed 3304.44 samples/sec Loss 0.8908 LearningRate 0.0159 Epoch: 12 Global Step: 200720 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:42,267-Speed 3230.62 samples/sec Loss 0.9404 LearningRate 0.0159 Epoch: 12 Global Step: 200730 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:45,388-Speed 3282.11 samples/sec Loss 0.9072 LearningRate 0.0159 Epoch: 12 Global Step: 200740 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:48,465-Speed 3329.11 samples/sec Loss 0.8872 LearningRate 0.0159 Epoch: 12 Global Step: 200750 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:51,643-Speed 3221.81 samples/sec Loss 0.9260 LearningRate 0.0159 Epoch: 12 Global Step: 200760 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:54,898-Speed 3147.21 samples/sec Loss 0.8728 LearningRate 0.0159 Epoch: 12 Global Step: 200770 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:29:58,077-Speed 3221.78 samples/sec Loss 0.8543 LearningRate 0.0159 Epoch: 12 Global Step: 200780 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:01,170-Speed 3311.30 samples/sec Loss 0.8815 LearningRate 0.0159 Epoch: 12 Global Step: 200790 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:04,286-Speed 3286.56 samples/sec Loss 0.8712 LearningRate 0.0159 Epoch: 12 Global Step: 200800 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:07,470-Speed 3217.60 samples/sec Loss 0.8883 LearningRate 0.0159 Epoch: 12 Global Step: 200810 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:10,547-Speed 3328.76 samples/sec Loss 0.8994 LearningRate 0.0159 Epoch: 12 Global Step: 200820 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:13,630-Speed 3321.72 samples/sec Loss 0.9327 LearningRate 0.0159 Epoch: 12 Global Step: 200830 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:16,707-Speed 3329.28 samples/sec Loss 0.8865 LearningRate 0.0159 Epoch: 12 Global Step: 200840 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:19,802-Speed 3308.50 samples/sec Loss 0.8989 LearningRate 0.0159 Epoch: 12 Global Step: 200850 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:22,909-Speed 3296.70 samples/sec Loss 0.9018 LearningRate 0.0159 Epoch: 12 Global Step: 200860 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:26,021-Speed 3291.63 samples/sec Loss 0.8454 LearningRate 0.0159 Epoch: 12 Global Step: 200870 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:29,116-Speed 3309.31 samples/sec Loss 0.8736 LearningRate 0.0159 Epoch: 12 Global Step: 200880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:32,284-Speed 3232.50 samples/sec Loss 0.9022 LearningRate 0.0159 Epoch: 12 Global Step: 200890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:35,406-Speed 3281.08 samples/sec Loss 0.8902 LearningRate 0.0159 Epoch: 12 Global Step: 200900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:30:38,617-Speed 3189.66 samples/sec Loss 0.9174 LearningRate 0.0159 Epoch: 12 Global Step: 200910 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:41,730-Speed 3290.01 samples/sec Loss 0.9213 LearningRate 0.0158 Epoch: 12 Global Step: 200920 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:44,806-Speed 3330.08 samples/sec Loss 0.9030 LearningRate 0.0158 Epoch: 12 Global Step: 200930 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:47,952-Speed 3256.03 samples/sec Loss 0.8833 LearningRate 0.0158 Epoch: 12 Global Step: 200940 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:51,103-Speed 3250.21 samples/sec Loss 0.9096 LearningRate 0.0158 Epoch: 12 Global Step: 200950 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:54,181-Speed 3326.98 samples/sec Loss 0.9076 LearningRate 0.0158 Epoch: 12 Global Step: 200960 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:30:57,334-Speed 3248.76 samples/sec Loss 0.9207 LearningRate 0.0158 Epoch: 12 Global Step: 200970 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:00,411-Speed 3328.80 samples/sec Loss 0.8665 LearningRate 0.0158 Epoch: 12 Global Step: 200980 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:03,488-Speed 3329.32 samples/sec Loss 0.9169 LearningRate 0.0158 Epoch: 12 Global Step: 200990 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:06,600-Speed 3303.19 samples/sec Loss 0.8846 LearningRate 0.0158 Epoch: 12 Global Step: 201000 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:09,754-Speed 3246.86 samples/sec Loss 0.8802 LearningRate 0.0158 Epoch: 12 Global Step: 201010 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:12,850-Speed 3308.58 samples/sec Loss 0.8945 LearningRate 0.0158 Epoch: 12 Global Step: 201020 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:15,969-Speed 3283.53 samples/sec Loss 0.8998 LearningRate 0.0158 Epoch: 12 Global Step: 201030 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:19,058-Speed 3316.05 samples/sec Loss 0.8929 LearningRate 0.0158 Epoch: 12 Global Step: 201040 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:22,138-Speed 3324.51 samples/sec Loss 0.8994 LearningRate 0.0158 Epoch: 12 Global Step: 201050 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:25,353-Speed 3186.58 samples/sec Loss 0.9255 LearningRate 0.0158 Epoch: 12 Global Step: 201060 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:28,435-Speed 3323.31 samples/sec Loss 0.8822 LearningRate 0.0158 Epoch: 12 Global Step: 201070 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:31:31,524-Speed 3316.19 samples/sec Loss 0.9126 LearningRate 0.0158 Epoch: 12 Global Step: 201080 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:34,598-Speed 3331.18 samples/sec Loss 0.8809 LearningRate 0.0158 Epoch: 12 Global Step: 201090 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:37,729-Speed 3271.66 samples/sec Loss 0.9154 LearningRate 0.0158 Epoch: 12 Global Step: 201100 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:40,884-Speed 3245.77 samples/sec Loss 0.9063 LearningRate 0.0158 Epoch: 12 Global Step: 201110 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:43,980-Speed 3308.12 samples/sec Loss 0.8591 LearningRate 0.0158 Epoch: 12 Global Step: 201120 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:47,075-Speed 3309.90 samples/sec Loss 0.9382 LearningRate 0.0158 Epoch: 12 Global Step: 201130 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:50,163-Speed 3317.01 samples/sec Loss 0.8748 LearningRate 0.0158 Epoch: 12 Global Step: 201140 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:53,306-Speed 3258.94 samples/sec Loss 0.9196 LearningRate 0.0158 Epoch: 12 Global Step: 201150 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:56,450-Speed 3257.70 samples/sec Loss 0.8829 LearningRate 0.0158 Epoch: 12 Global Step: 201160 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:31:59,527-Speed 3328.21 samples/sec Loss 0.8806 LearningRate 0.0158 Epoch: 12 Global Step: 201170 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:32:02,676-Speed 3252.96 samples/sec Loss 0.9038 LearningRate 0.0158 Epoch: 12 Global Step: 201180 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:05,763-Speed 3317.76 samples/sec Loss 0.9474 LearningRate 0.0158 Epoch: 12 Global Step: 201190 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:08,918-Speed 3246.93 samples/sec Loss 0.9498 LearningRate 0.0158 Epoch: 12 Global Step: 201200 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:12,011-Speed 3311.32 samples/sec Loss 0.8862 LearningRate 0.0158 Epoch: 12 Global Step: 201210 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:15,177-Speed 3235.00 samples/sec Loss 0.9194 LearningRate 0.0158 Epoch: 12 Global Step: 201220 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:18,257-Speed 3325.45 samples/sec Loss 0.9419 LearningRate 0.0158 Epoch: 12 Global Step: 201230 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:21,367-Speed 3293.79 samples/sec Loss 0.8881 LearningRate 0.0158 Epoch: 12 Global Step: 201240 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:24,498-Speed 3271.59 samples/sec Loss 0.9018 LearningRate 0.0158 Epoch: 12 Global Step: 201250 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:27,591-Speed 3310.47 samples/sec Loss 0.9026 LearningRate 0.0158 Epoch: 12 Global Step: 201260 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:30,667-Speed 3330.38 samples/sec Loss 0.9469 LearningRate 0.0158 Epoch: 12 Global Step: 201270 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:33,759-Speed 3312.46 samples/sec Loss 0.9392 LearningRate 0.0158 Epoch: 12 Global Step: 201280 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:36,859-Speed 3304.04 samples/sec Loss 0.8968 LearningRate 0.0158 Epoch: 12 Global Step: 201290 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:39,957-Speed 3306.31 samples/sec Loss 0.9190 LearningRate 0.0158 Epoch: 12 Global Step: 201300 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:43,045-Speed 3316.31 samples/sec Loss 0.8864 LearningRate 0.0158 Epoch: 12 Global Step: 201310 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:46,131-Speed 3318.81 samples/sec Loss 0.9296 LearningRate 0.0158 Epoch: 12 Global Step: 201320 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:49,226-Speed 3310.42 samples/sec Loss 0.9541 LearningRate 0.0158 Epoch: 12 Global Step: 201330 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:52,427-Speed 3199.65 samples/sec Loss 0.8952 LearningRate 0.0157 Epoch: 12 Global Step: 201340 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:55,507-Speed 3324.75 samples/sec Loss 0.9048 LearningRate 0.0157 Epoch: 12 Global Step: 201350 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:32:58,588-Speed 3324.59 samples/sec Loss 0.9307 LearningRate 0.0157 Epoch: 12 Global Step: 201360 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:01,698-Speed 3293.38 samples/sec Loss 0.9278 LearningRate 0.0157 Epoch: 12 Global Step: 201370 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:04,791-Speed 3313.46 samples/sec Loss 0.8819 LearningRate 0.0157 Epoch: 12 Global Step: 201380 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:07,891-Speed 3304.43 samples/sec Loss 0.9172 LearningRate 0.0157 Epoch: 12 Global Step: 201390 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:11,010-Speed 3283.56 samples/sec Loss 0.9103 LearningRate 0.0157 Epoch: 12 Global Step: 201400 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:14,129-Speed 3283.96 samples/sec Loss 0.9380 LearningRate 0.0157 Epoch: 12 Global Step: 201410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:17,217-Speed 3317.50 samples/sec Loss 0.9053 LearningRate 0.0157 Epoch: 12 Global Step: 201420 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:20,315-Speed 3306.14 samples/sec Loss 0.9185 LearningRate 0.0157 Epoch: 12 Global Step: 201430 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:23,438-Speed 3279.45 samples/sec Loss 0.9162 LearningRate 0.0157 Epoch: 12 Global Step: 201440 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:26,593-Speed 3246.19 samples/sec Loss 0.9103 LearningRate 0.0157 Epoch: 12 Global Step: 201450 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:29,672-Speed 3326.92 samples/sec Loss 0.9246 LearningRate 0.0157 Epoch: 12 Global Step: 201460 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:32,769-Speed 3306.28 samples/sec Loss 0.9210 LearningRate 0.0157 Epoch: 12 Global Step: 201470 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:35,874-Speed 3299.91 samples/sec Loss 0.8958 LearningRate 0.0157 Epoch: 12 Global Step: 201480 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:39,007-Speed 3268.37 samples/sec Loss 0.9227 LearningRate 0.0157 Epoch: 12 Global Step: 201490 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:42,109-Speed 3301.71 samples/sec Loss 0.9159 LearningRate 0.0157 Epoch: 12 Global Step: 201500 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:33:45,198-Speed 3315.72 samples/sec Loss 0.9056 LearningRate 0.0157 Epoch: 12 Global Step: 201510 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:48,292-Speed 3310.84 samples/sec Loss 0.8958 LearningRate 0.0157 Epoch: 12 Global Step: 201520 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:51,455-Speed 3238.17 samples/sec Loss 0.9000 LearningRate 0.0157 Epoch: 12 Global Step: 201530 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:54,627-Speed 3229.21 samples/sec Loss 0.8730 LearningRate 0.0157 Epoch: 12 Global Step: 201540 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:33:57,775-Speed 3252.66 samples/sec Loss 0.9503 LearningRate 0.0157 Epoch: 12 Global Step: 201550 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:00,866-Speed 3314.50 samples/sec Loss 0.9093 LearningRate 0.0157 Epoch: 12 Global Step: 201560 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:04,023-Speed 3244.15 samples/sec Loss 0.9578 LearningRate 0.0157 Epoch: 12 Global Step: 201570 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:07,103-Speed 3325.56 samples/sec Loss 0.8929 LearningRate 0.0157 Epoch: 12 Global Step: 201580 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:10,205-Speed 3302.28 samples/sec Loss 0.9385 LearningRate 0.0157 Epoch: 12 Global Step: 201590 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:13,343-Speed 3263.62 samples/sec Loss 0.9146 LearningRate 0.0157 Epoch: 12 Global Step: 201600 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:16,421-Speed 3327.06 samples/sec Loss 0.9265 LearningRate 0.0157 Epoch: 12 Global Step: 201610 Fp16 Grad Scale: 262144 Required: 14 hours Training: 2022-04-11 20:34:19,489-Speed 3338.90 samples/sec Loss 0.9394 LearningRate 0.0157 Epoch: 12 Global Step: 201620 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:22,570-Speed 3324.22 samples/sec Loss 0.9006 LearningRate 0.0157 Epoch: 12 Global Step: 201630 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:25,655-Speed 3319.59 samples/sec Loss 0.9359 LearningRate 0.0157 Epoch: 12 Global Step: 201640 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:28,786-Speed 3271.79 samples/sec Loss 0.8935 LearningRate 0.0157 Epoch: 12 Global Step: 201650 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:31,864-Speed 3327.93 samples/sec Loss 0.9061 LearningRate 0.0157 Epoch: 12 Global Step: 201660 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:34,940-Speed 3329.76 samples/sec Loss 0.9420 LearningRate 0.0157 Epoch: 12 Global Step: 201670 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:34:38,033-Speed 3312.04 samples/sec Loss 0.9379 LearningRate 0.0157 Epoch: 12 Global Step: 201680 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:34:41,142-Speed 3294.59 samples/sec Loss 0.9165 LearningRate 0.0157 Epoch: 12 Global Step: 201690 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:34:44,236-Speed 3309.31 samples/sec Loss 0.9094 LearningRate 0.0157 Epoch: 12 Global Step: 201700 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:34:47,321-Speed 3320.88 samples/sec Loss 0.9362 LearningRate 0.0157 Epoch: 12 Global Step: 201710 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:34:50,561-Speed 3160.87 samples/sec Loss 0.9127 LearningRate 0.0157 Epoch: 12 Global Step: 201720 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:34:53,726-Speed 3235.65 samples/sec Loss 0.9752 LearningRate 0.0157 Epoch: 12 Global Step: 201730 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:34:56,982-Speed 3146.04 samples/sec Loss 0.9308 LearningRate 0.0157 Epoch: 12 Global Step: 201740 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:35:00,230-Speed 3153.57 samples/sec Loss 0.9165 LearningRate 0.0157 Epoch: 12 Global Step: 201750 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:35:03,309-Speed 3327.40 samples/sec Loss 0.9684 LearningRate 0.0157 Epoch: 12 Global Step: 201760 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:35:06,383-Speed 3331.60 samples/sec Loss 0.8960 LearningRate 0.0156 Epoch: 12 Global Step: 201770 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:35:09,461-Speed 3327.82 samples/sec Loss 0.9563 LearningRate 0.0156 Epoch: 12 Global Step: 201780 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:12,537-Speed 3329.73 samples/sec Loss 0.8992 LearningRate 0.0156 Epoch: 12 Global Step: 201790 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:15,613-Speed 3329.64 samples/sec Loss 0.8952 LearningRate 0.0156 Epoch: 12 Global Step: 201800 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:18,743-Speed 3271.85 samples/sec Loss 0.9457 LearningRate 0.0156 Epoch: 12 Global Step: 201810 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:21,822-Speed 3326.59 samples/sec Loss 0.9035 LearningRate 0.0156 Epoch: 12 Global Step: 201820 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:24,897-Speed 3331.26 samples/sec Loss 0.9328 LearningRate 0.0156 Epoch: 12 Global Step: 201830 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:27,983-Speed 3319.08 samples/sec Loss 0.9492 LearningRate 0.0156 Epoch: 12 Global Step: 201840 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:31,066-Speed 3322.03 samples/sec Loss 0.9648 LearningRate 0.0156 Epoch: 12 Global Step: 201850 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:34,201-Speed 3266.71 samples/sec Loss 0.8989 LearningRate 0.0156 Epoch: 12 Global Step: 201860 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:37,378-Speed 3224.31 samples/sec Loss 0.9290 LearningRate 0.0156 Epoch: 12 Global Step: 201870 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:40,462-Speed 3321.20 samples/sec Loss 0.9105 LearningRate 0.0156 Epoch: 12 Global Step: 201880 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:43,553-Speed 3312.99 samples/sec Loss 0.9295 LearningRate 0.0156 Epoch: 12 Global Step: 201890 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:46,639-Speed 3319.62 samples/sec Loss 0.9328 LearningRate 0.0156 Epoch: 12 Global Step: 201900 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:49,743-Speed 3299.78 samples/sec Loss 0.9270 LearningRate 0.0156 Epoch: 12 Global Step: 201910 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:52,846-Speed 3301.07 samples/sec Loss 0.9392 LearningRate 0.0156 Epoch: 12 Global Step: 201920 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:55,943-Speed 3306.35 samples/sec Loss 0.9369 LearningRate 0.0156 Epoch: 12 Global Step: 201930 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:35:59,022-Speed 3327.09 samples/sec Loss 0.9079 LearningRate 0.0156 Epoch: 12 Global Step: 201940 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:36:02,158-Speed 3265.65 samples/sec Loss 0.9246 LearningRate 0.0156 Epoch: 12 Global Step: 201950 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:36:05,357-Speed 3202.30 samples/sec Loss 0.8859 LearningRate 0.0156 Epoch: 12 Global Step: 201960 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:36:08,502-Speed 3256.62 samples/sec Loss 0.9249 LearningRate 0.0156 Epoch: 12 Global Step: 201970 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:36:11,591-Speed 3315.93 samples/sec Loss 0.9435 LearningRate 0.0156 Epoch: 12 Global Step: 201980 Fp16 Grad Scale: 262144 Required: 14 hours Training: 2022-04-11 20:36:14,652-Speed 3345.80 samples/sec Loss 0.9447 LearningRate 0.0156 Epoch: 12 Global Step: 201990 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:36:17,739-Speed 3318.37 samples/sec Loss 0.9393 LearningRate 0.0156 Epoch: 12 Global Step: 202000 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:37:01,891-[lfw][202000]XNorm: 20.932021 Training: 2022-04-11 20:37:01,892-[lfw][202000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 20:37:01,893-[lfw][202000]Accuracy-Highest: 0.99817 Training: 2022-04-11 20:37:53,109-[cfp_fp][202000]XNorm: 21.647951 Training: 2022-04-11 20:37:53,110-[cfp_fp][202000]Accuracy-Flip: 0.98900+-0.00378 Training: 2022-04-11 20:37:53,110-[cfp_fp][202000]Accuracy-Highest: 0.99029 Training: 2022-04-11 20:38:37,351-[agedb_30][202000]XNorm: 22.332799 Training: 2022-04-11 20:38:37,352-[agedb_30][202000]Accuracy-Flip: 0.98317+-0.00647 Training: 2022-04-11 20:38:37,352-[agedb_30][202000]Accuracy-Highest: 0.98567 Training: 2022-04-11 20:38:40,440-Speed 71.76 samples/sec Loss 0.9545 LearningRate 0.0156 Epoch: 12 Global Step: 202010 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:38:43,515-Speed 3330.62 samples/sec Loss 0.9341 LearningRate 0.0156 Epoch: 12 Global Step: 202020 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:38:46,603-Speed 3316.58 samples/sec Loss 0.9524 LearningRate 0.0156 Epoch: 12 Global Step: 202030 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:38:49,670-Speed 3340.05 samples/sec Loss 0.9450 LearningRate 0.0156 Epoch: 12 Global Step: 202040 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:38:52,780-Speed 3293.15 samples/sec Loss 0.9564 LearningRate 0.0156 Epoch: 12 Global Step: 202050 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:38:55,852-Speed 3333.24 samples/sec Loss 0.9502 LearningRate 0.0156 Epoch: 12 Global Step: 202060 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:38:58,922-Speed 3336.95 samples/sec Loss 0.9706 LearningRate 0.0156 Epoch: 12 Global Step: 202070 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:02,051-Speed 3273.09 samples/sec Loss 0.9194 LearningRate 0.0156 Epoch: 12 Global Step: 202080 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:05,123-Speed 3334.68 samples/sec Loss 0.9068 LearningRate 0.0156 Epoch: 12 Global Step: 202090 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:39:08,191-Speed 3337.82 samples/sec Loss 0.9310 LearningRate 0.0156 Epoch: 12 Global Step: 202100 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:39:11,261-Speed 3336.29 samples/sec Loss 0.9990 LearningRate 0.0156 Epoch: 12 Global Step: 202110 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:39:14,335-Speed 3332.42 samples/sec Loss 0.9715 LearningRate 0.0156 Epoch: 12 Global Step: 202120 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:39:17,427-Speed 3312.37 samples/sec Loss 0.8966 LearningRate 0.0156 Epoch: 12 Global Step: 202130 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:39:20,541-Speed 3289.15 samples/sec Loss 0.9415 LearningRate 0.0156 Epoch: 12 Global Step: 202140 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:39:23,610-Speed 3337.80 samples/sec Loss 0.9241 LearningRate 0.0156 Epoch: 12 Global Step: 202150 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:26,847-Speed 3163.75 samples/sec Loss 0.9762 LearningRate 0.0156 Epoch: 12 Global Step: 202160 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:30,039-Speed 3209.16 samples/sec Loss 0.9449 LearningRate 0.0156 Epoch: 12 Global Step: 202170 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:33,126-Speed 3318.10 samples/sec Loss 0.9729 LearningRate 0.0156 Epoch: 12 Global Step: 202180 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:36,196-Speed 3335.29 samples/sec Loss 0.9293 LearningRate 0.0155 Epoch: 12 Global Step: 202190 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:39,298-Speed 3302.50 samples/sec Loss 0.9550 LearningRate 0.0155 Epoch: 12 Global Step: 202200 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:42,369-Speed 3334.53 samples/sec Loss 0.9225 LearningRate 0.0155 Epoch: 12 Global Step: 202210 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:45,586-Speed 3184.00 samples/sec Loss 0.9474 LearningRate 0.0155 Epoch: 12 Global Step: 202220 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:48,816-Speed 3170.51 samples/sec Loss 0.9482 LearningRate 0.0155 Epoch: 12 Global Step: 202230 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:51,886-Speed 3337.27 samples/sec Loss 0.9506 LearningRate 0.0155 Epoch: 12 Global Step: 202240 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:39:54,960-Speed 3331.44 samples/sec Loss 0.9248 LearningRate 0.0155 Epoch: 12 Global Step: 202250 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:39:58,098-Speed 3264.39 samples/sec Loss 0.9652 LearningRate 0.0155 Epoch: 12 Global Step: 202260 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:01,188-Speed 3314.28 samples/sec Loss 0.9494 LearningRate 0.0155 Epoch: 12 Global Step: 202270 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:04,264-Speed 3330.23 samples/sec Loss 0.9355 LearningRate 0.0155 Epoch: 12 Global Step: 202280 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:07,357-Speed 3310.78 samples/sec Loss 0.9148 LearningRate 0.0155 Epoch: 12 Global Step: 202290 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:10,466-Speed 3295.01 samples/sec Loss 0.9281 LearningRate 0.0155 Epoch: 12 Global Step: 202300 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:13,712-Speed 3155.44 samples/sec Loss 0.9477 LearningRate 0.0155 Epoch: 12 Global Step: 202310 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:16,893-Speed 3219.72 samples/sec Loss 0.9625 LearningRate 0.0155 Epoch: 12 Global Step: 202320 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:20,045-Speed 3248.73 samples/sec Loss 0.9617 LearningRate 0.0155 Epoch: 12 Global Step: 202330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:23,147-Speed 3302.94 samples/sec Loss 0.8995 LearningRate 0.0155 Epoch: 12 Global Step: 202340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:26,220-Speed 3332.51 samples/sec Loss 0.9125 LearningRate 0.0155 Epoch: 12 Global Step: 202350 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:29,291-Speed 3335.72 samples/sec Loss 0.9362 LearningRate 0.0155 Epoch: 12 Global Step: 202360 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:40:32,359-Speed 3337.58 samples/sec Loss 0.9587 LearningRate 0.0155 Epoch: 12 Global Step: 202370 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:40:35,457-Speed 3306.71 samples/sec Loss 1.0073 LearningRate 0.0155 Epoch: 12 Global Step: 202380 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:40:38,539-Speed 3323.34 samples/sec Loss 0.9142 LearningRate 0.0155 Epoch: 12 Global Step: 202390 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:40:41,623-Speed 3320.45 samples/sec Loss 0.9970 LearningRate 0.0155 Epoch: 12 Global Step: 202400 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:44,720-Speed 3307.85 samples/sec Loss 0.9574 LearningRate 0.0155 Epoch: 12 Global Step: 202410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:47,806-Speed 3318.91 samples/sec Loss 0.9562 LearningRate 0.0155 Epoch: 12 Global Step: 202420 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:50,877-Speed 3335.41 samples/sec Loss 0.9762 LearningRate 0.0155 Epoch: 12 Global Step: 202430 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:53,969-Speed 3312.95 samples/sec Loss 0.9107 LearningRate 0.0155 Epoch: 12 Global Step: 202440 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:40:57,129-Speed 3240.67 samples/sec Loss 0.9850 LearningRate 0.0155 Epoch: 12 Global Step: 202450 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:00,196-Speed 3339.11 samples/sec Loss 0.9263 LearningRate 0.0155 Epoch: 12 Global Step: 202460 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:03,314-Speed 3285.36 samples/sec Loss 0.9647 LearningRate 0.0155 Epoch: 12 Global Step: 202470 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:06,381-Speed 3339.60 samples/sec Loss 0.9542 LearningRate 0.0155 Epoch: 12 Global Step: 202480 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:09,453-Speed 3333.21 samples/sec Loss 0.9228 LearningRate 0.0155 Epoch: 12 Global Step: 202490 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:12,551-Speed 3306.23 samples/sec Loss 0.9578 LearningRate 0.0155 Epoch: 12 Global Step: 202500 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:41:15,640-Speed 3316.26 samples/sec Loss 0.9067 LearningRate 0.0155 Epoch: 12 Global Step: 202510 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:41:18,726-Speed 3319.37 samples/sec Loss 0.9373 LearningRate 0.0155 Epoch: 12 Global Step: 202520 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:41:21,814-Speed 3317.19 samples/sec Loss 0.9576 LearningRate 0.0155 Epoch: 12 Global Step: 202530 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:41:24,897-Speed 3321.73 samples/sec Loss 0.9509 LearningRate 0.0155 Epoch: 12 Global Step: 202540 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:41:27,954-Speed 3350.01 samples/sec Loss 0.9345 LearningRate 0.0155 Epoch: 12 Global Step: 202550 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:31,025-Speed 3334.76 samples/sec Loss 0.9505 LearningRate 0.0155 Epoch: 12 Global Step: 202560 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:34,098-Speed 3333.92 samples/sec Loss 0.9474 LearningRate 0.0155 Epoch: 12 Global Step: 202570 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:37,174-Speed 3328.81 samples/sec Loss 1.0006 LearningRate 0.0155 Epoch: 12 Global Step: 202580 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:41,169-Speed 2563.88 samples/sec Loss 0.9219 LearningRate 0.0155 Epoch: 12 Global Step: 202590 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:45,895-Speed 2167.43 samples/sec Loss 0.9848 LearningRate 0.0155 Epoch: 12 Global Step: 202600 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:49,924-Speed 2541.94 samples/sec Loss 0.9571 LearningRate 0.0154 Epoch: 12 Global Step: 202610 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:55,007-Speed 2014.61 samples/sec Loss 0.9447 LearningRate 0.0154 Epoch: 12 Global Step: 202620 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:41:58,131-Speed 3279.02 samples/sec Loss 0.9330 LearningRate 0.0154 Epoch: 12 Global Step: 202630 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:42:01,255-Speed 3278.97 samples/sec Loss 0.9365 LearningRate 0.0154 Epoch: 12 Global Step: 202640 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:42:04,322-Speed 3339.11 samples/sec Loss 0.9334 LearningRate 0.0154 Epoch: 12 Global Step: 202650 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:42:07,391-Speed 3338.25 samples/sec Loss 0.9742 LearningRate 0.0154 Epoch: 12 Global Step: 202660 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:42:10,455-Speed 3341.82 samples/sec Loss 1.0147 LearningRate 0.0154 Epoch: 12 Global Step: 202670 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:42:13,522-Speed 3339.52 samples/sec Loss 0.9787 LearningRate 0.0154 Epoch: 12 Global Step: 202680 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:42:16,584-Speed 3345.74 samples/sec Loss 1.0207 LearningRate 0.0154 Epoch: 12 Global Step: 202690 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:42:19,625-Speed 3367.83 samples/sec Loss 0.9532 LearningRate 0.0154 Epoch: 12 Global Step: 202700 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:22,771-Speed 3257.43 samples/sec Loss 0.9856 LearningRate 0.0154 Epoch: 12 Global Step: 202710 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:25,848-Speed 3328.54 samples/sec Loss 0.9629 LearningRate 0.0154 Epoch: 12 Global Step: 202720 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:28,917-Speed 3336.89 samples/sec Loss 0.9645 LearningRate 0.0154 Epoch: 12 Global Step: 202730 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:31,993-Speed 3330.03 samples/sec Loss 0.9999 LearningRate 0.0154 Epoch: 12 Global Step: 202740 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:35,054-Speed 3345.93 samples/sec Loss 0.9695 LearningRate 0.0154 Epoch: 12 Global Step: 202750 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:38,130-Speed 3329.86 samples/sec Loss 0.9794 LearningRate 0.0154 Epoch: 12 Global Step: 202760 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:41,192-Speed 3344.54 samples/sec Loss 0.9665 LearningRate 0.0154 Epoch: 12 Global Step: 202770 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:44,256-Speed 3343.22 samples/sec Loss 0.9661 LearningRate 0.0154 Epoch: 12 Global Step: 202780 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:47,324-Speed 3339.06 samples/sec Loss 0.9813 LearningRate 0.0154 Epoch: 12 Global Step: 202790 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:42:50,385-Speed 3347.41 samples/sec Loss 0.9806 LearningRate 0.0154 Epoch: 12 Global Step: 202800 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:42:53,481-Speed 3307.19 samples/sec Loss 0.9367 LearningRate 0.0154 Epoch: 12 Global Step: 202810 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:42:56,566-Speed 3320.96 samples/sec Loss 0.9516 LearningRate 0.0154 Epoch: 12 Global Step: 202820 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:42:59,633-Speed 3339.93 samples/sec Loss 0.9424 LearningRate 0.0154 Epoch: 12 Global Step: 202830 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:02,701-Speed 3338.11 samples/sec Loss 0.9917 LearningRate 0.0154 Epoch: 12 Global Step: 202840 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:05,765-Speed 3342.59 samples/sec Loss 0.9561 LearningRate 0.0154 Epoch: 12 Global Step: 202850 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:08,954-Speed 3211.78 samples/sec Loss 0.9485 LearningRate 0.0154 Epoch: 12 Global Step: 202860 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:12,057-Speed 3301.23 samples/sec Loss 0.9794 LearningRate 0.0154 Epoch: 12 Global Step: 202870 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:15,119-Speed 3344.47 samples/sec Loss 0.9462 LearningRate 0.0154 Epoch: 12 Global Step: 202880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:18,185-Speed 3340.14 samples/sec Loss 1.0026 LearningRate 0.0154 Epoch: 12 Global Step: 202890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:21,241-Speed 3352.28 samples/sec Loss 0.9583 LearningRate 0.0154 Epoch: 12 Global Step: 202900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:24,311-Speed 3335.84 samples/sec Loss 0.9858 LearningRate 0.0154 Epoch: 12 Global Step: 202910 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:27,396-Speed 3320.45 samples/sec Loss 0.9396 LearningRate 0.0154 Epoch: 12 Global Step: 202920 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:30,482-Speed 3318.98 samples/sec Loss 1.0492 LearningRate 0.0154 Epoch: 12 Global Step: 202930 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:33,554-Speed 3334.16 samples/sec Loss 0.9499 LearningRate 0.0154 Epoch: 12 Global Step: 202940 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:36,618-Speed 3342.98 samples/sec Loss 0.9531 LearningRate 0.0154 Epoch: 12 Global Step: 202950 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:39,777-Speed 3242.50 samples/sec Loss 0.9575 LearningRate 0.0154 Epoch: 12 Global Step: 202960 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:43,009-Speed 3168.63 samples/sec Loss 0.9779 LearningRate 0.0154 Epoch: 12 Global Step: 202970 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:46,249-Speed 3160.78 samples/sec Loss 0.9751 LearningRate 0.0154 Epoch: 12 Global Step: 202980 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:49,500-Speed 3150.86 samples/sec Loss 0.9892 LearningRate 0.0154 Epoch: 12 Global Step: 202990 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:43:52,565-Speed 3342.01 samples/sec Loss 0.9510 LearningRate 0.0154 Epoch: 12 Global Step: 203000 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:43:55,632-Speed 3340.40 samples/sec Loss 0.9625 LearningRate 0.0154 Epoch: 12 Global Step: 203010 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:43:58,694-Speed 3344.63 samples/sec Loss 0.9986 LearningRate 0.0154 Epoch: 12 Global Step: 203020 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:01,766-Speed 3334.15 samples/sec Loss 0.9896 LearningRate 0.0154 Epoch: 12 Global Step: 203030 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:04,936-Speed 3230.53 samples/sec Loss 0.9778 LearningRate 0.0153 Epoch: 12 Global Step: 203040 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:08,019-Speed 3322.45 samples/sec Loss 0.9545 LearningRate 0.0153 Epoch: 12 Global Step: 203050 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:11,088-Speed 3336.96 samples/sec Loss 0.9729 LearningRate 0.0153 Epoch: 12 Global Step: 203060 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:14,187-Speed 3305.68 samples/sec Loss 0.9407 LearningRate 0.0153 Epoch: 12 Global Step: 203070 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:17,250-Speed 3343.66 samples/sec Loss 0.9483 LearningRate 0.0153 Epoch: 12 Global Step: 203080 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:20,340-Speed 3314.71 samples/sec Loss 0.9760 LearningRate 0.0153 Epoch: 12 Global Step: 203090 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:23,395-Speed 3353.18 samples/sec Loss 0.9584 LearningRate 0.0153 Epoch: 12 Global Step: 203100 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:26,458-Speed 3344.06 samples/sec Loss 0.9653 LearningRate 0.0153 Epoch: 12 Global Step: 203110 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:29,527-Speed 3337.16 samples/sec Loss 0.9621 LearningRate 0.0153 Epoch: 12 Global Step: 203120 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:32,592-Speed 3340.99 samples/sec Loss 0.9643 LearningRate 0.0153 Epoch: 12 Global Step: 203130 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:35,675-Speed 3322.09 samples/sec Loss 0.9396 LearningRate 0.0153 Epoch: 12 Global Step: 203140 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:38,766-Speed 3314.38 samples/sec Loss 0.9683 LearningRate 0.0153 Epoch: 12 Global Step: 203150 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:41,832-Speed 3339.78 samples/sec Loss 0.9364 LearningRate 0.0153 Epoch: 12 Global Step: 203160 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:44,898-Speed 3341.16 samples/sec Loss 0.9495 LearningRate 0.0153 Epoch: 12 Global Step: 203170 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:44:47,953-Speed 3352.59 samples/sec Loss 0.9745 LearningRate 0.0153 Epoch: 12 Global Step: 203180 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:44:51,019-Speed 3341.57 samples/sec Loss 1.0057 LearningRate 0.0153 Epoch: 12 Global Step: 203190 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:44:54,110-Speed 3313.35 samples/sec Loss 1.0016 LearningRate 0.0153 Epoch: 12 Global Step: 203200 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:44:57,177-Speed 3339.17 samples/sec Loss 0.9751 LearningRate 0.0153 Epoch: 12 Global Step: 203210 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:00,256-Speed 3326.18 samples/sec Loss 0.9432 LearningRate 0.0153 Epoch: 12 Global Step: 203220 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:03,333-Speed 3329.05 samples/sec Loss 1.0163 LearningRate 0.0153 Epoch: 12 Global Step: 203230 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:06,405-Speed 3333.60 samples/sec Loss 0.9876 LearningRate 0.0153 Epoch: 12 Global Step: 203240 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:09,479-Speed 3332.82 samples/sec Loss 0.9841 LearningRate 0.0153 Epoch: 12 Global Step: 203250 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:12,544-Speed 3341.25 samples/sec Loss 0.9524 LearningRate 0.0153 Epoch: 12 Global Step: 203260 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:15,617-Speed 3333.58 samples/sec Loss 1.0174 LearningRate 0.0153 Epoch: 12 Global Step: 203270 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:18,681-Speed 3342.57 samples/sec Loss 0.9689 LearningRate 0.0153 Epoch: 12 Global Step: 203280 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:45:21,766-Speed 3320.36 samples/sec Loss 0.9919 LearningRate 0.0153 Epoch: 12 Global Step: 203290 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:45:24,930-Speed 3237.01 samples/sec Loss 0.9772 LearningRate 0.0153 Epoch: 12 Global Step: 203300 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:45:28,028-Speed 3306.17 samples/sec Loss 0.9275 LearningRate 0.0153 Epoch: 12 Global Step: 203310 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:45:31,083-Speed 3352.65 samples/sec Loss 1.0191 LearningRate 0.0153 Epoch: 12 Global Step: 203320 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:34,150-Speed 3339.05 samples/sec Loss 0.9520 LearningRate 0.0153 Epoch: 12 Global Step: 203330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:37,236-Speed 3319.44 samples/sec Loss 0.9697 LearningRate 0.0153 Epoch: 12 Global Step: 203340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:40,300-Speed 3343.51 samples/sec Loss 1.0156 LearningRate 0.0153 Epoch: 12 Global Step: 203350 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:43,471-Speed 3230.03 samples/sec Loss 1.0028 LearningRate 0.0153 Epoch: 12 Global Step: 203360 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:46,587-Speed 3286.80 samples/sec Loss 0.9451 LearningRate 0.0153 Epoch: 12 Global Step: 203370 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:49,701-Speed 3288.61 samples/sec Loss 0.9869 LearningRate 0.0153 Epoch: 12 Global Step: 203380 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:52,851-Speed 3251.25 samples/sec Loss 1.0051 LearningRate 0.0153 Epoch: 12 Global Step: 203390 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:55,924-Speed 3333.63 samples/sec Loss 1.0019 LearningRate 0.0153 Epoch: 12 Global Step: 203400 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:45:58,998-Speed 3332.12 samples/sec Loss 1.0124 LearningRate 0.0153 Epoch: 12 Global Step: 203410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:02,065-Speed 3339.43 samples/sec Loss 0.9688 LearningRate 0.0153 Epoch: 12 Global Step: 203420 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:05,210-Speed 3256.69 samples/sec Loss 1.0231 LearningRate 0.0153 Epoch: 12 Global Step: 203430 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:08,289-Speed 3326.80 samples/sec Loss 0.9920 LearningRate 0.0153 Epoch: 12 Global Step: 203440 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:11,359-Speed 3336.02 samples/sec Loss 0.9428 LearningRate 0.0153 Epoch: 12 Global Step: 203450 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:14,443-Speed 3321.89 samples/sec Loss 0.9882 LearningRate 0.0152 Epoch: 12 Global Step: 203460 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:17,513-Speed 3335.31 samples/sec Loss 0.9786 LearningRate 0.0152 Epoch: 12 Global Step: 203470 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:20,646-Speed 3269.33 samples/sec Loss 0.9570 LearningRate 0.0152 Epoch: 12 Global Step: 203480 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:23,771-Speed 3277.77 samples/sec Loss 0.9544 LearningRate 0.0152 Epoch: 12 Global Step: 203490 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:46:26,831-Speed 3347.06 samples/sec Loss 0.9984 LearningRate 0.0152 Epoch: 12 Global Step: 203500 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:29,903-Speed 3334.97 samples/sec Loss 0.9471 LearningRate 0.0152 Epoch: 12 Global Step: 203510 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:32,988-Speed 3319.07 samples/sec Loss 1.0333 LearningRate 0.0152 Epoch: 12 Global Step: 203520 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:36,062-Speed 3332.67 samples/sec Loss 1.0008 LearningRate 0.0152 Epoch: 12 Global Step: 203530 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:39,131-Speed 3337.33 samples/sec Loss 0.9743 LearningRate 0.0152 Epoch: 12 Global Step: 203540 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:42,196-Speed 3342.07 samples/sec Loss 1.0256 LearningRate 0.0152 Epoch: 12 Global Step: 203550 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:45,280-Speed 3321.04 samples/sec Loss 0.9783 LearningRate 0.0152 Epoch: 12 Global Step: 203560 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:48,400-Speed 3282.45 samples/sec Loss 0.9905 LearningRate 0.0152 Epoch: 12 Global Step: 203570 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:51,483-Speed 3322.19 samples/sec Loss 1.0243 LearningRate 0.0152 Epoch: 12 Global Step: 203580 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:54,568-Speed 3319.76 samples/sec Loss 0.9438 LearningRate 0.0152 Epoch: 12 Global Step: 203590 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:46:57,635-Speed 3340.20 samples/sec Loss 0.9770 LearningRate 0.0152 Epoch: 12 Global Step: 203600 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:00,835-Speed 3200.41 samples/sec Loss 0.9759 LearningRate 0.0152 Epoch: 12 Global Step: 203610 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:03,931-Speed 3308.71 samples/sec Loss 1.0138 LearningRate 0.0152 Epoch: 12 Global Step: 203620 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:07,033-Speed 3301.58 samples/sec Loss 1.0381 LearningRate 0.0152 Epoch: 12 Global Step: 203630 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:10,132-Speed 3305.01 samples/sec Loss 1.0085 LearningRate 0.0152 Epoch: 12 Global Step: 203640 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:13,242-Speed 3293.17 samples/sec Loss 0.9988 LearningRate 0.0152 Epoch: 12 Global Step: 203650 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:16,330-Speed 3316.13 samples/sec Loss 0.9927 LearningRate 0.0152 Epoch: 12 Global Step: 203660 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:19,414-Speed 3321.83 samples/sec Loss 1.0146 LearningRate 0.0152 Epoch: 12 Global Step: 203670 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:22,522-Speed 3295.50 samples/sec Loss 1.0496 LearningRate 0.0152 Epoch: 12 Global Step: 203680 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:25,588-Speed 3340.35 samples/sec Loss 0.9941 LearningRate 0.0152 Epoch: 12 Global Step: 203690 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:28,685-Speed 3307.13 samples/sec Loss 0.9897 LearningRate 0.0152 Epoch: 12 Global Step: 203700 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:47:31,740-Speed 3353.31 samples/sec Loss 1.0026 LearningRate 0.0152 Epoch: 12 Global Step: 203710 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:34,853-Speed 3289.66 samples/sec Loss 0.9808 LearningRate 0.0152 Epoch: 12 Global Step: 203720 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:37,953-Speed 3305.02 samples/sec Loss 1.0373 LearningRate 0.0152 Epoch: 12 Global Step: 203730 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:41,056-Speed 3300.33 samples/sec Loss 0.9887 LearningRate 0.0152 Epoch: 12 Global Step: 203740 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:44,132-Speed 3328.92 samples/sec Loss 1.0065 LearningRate 0.0152 Epoch: 12 Global Step: 203750 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:47,203-Speed 3335.54 samples/sec Loss 0.9918 LearningRate 0.0152 Epoch: 12 Global Step: 203760 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:50,272-Speed 3338.00 samples/sec Loss 0.9912 LearningRate 0.0152 Epoch: 12 Global Step: 203770 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:53,370-Speed 3305.86 samples/sec Loss 0.9955 LearningRate 0.0152 Epoch: 12 Global Step: 203780 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:56,458-Speed 3316.50 samples/sec Loss 0.9664 LearningRate 0.0152 Epoch: 12 Global Step: 203790 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:47:59,556-Speed 3306.77 samples/sec Loss 0.9647 LearningRate 0.0152 Epoch: 12 Global Step: 203800 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:02,628-Speed 3334.11 samples/sec Loss 1.0002 LearningRate 0.0152 Epoch: 12 Global Step: 203810 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:05,693-Speed 3341.85 samples/sec Loss 0.9986 LearningRate 0.0152 Epoch: 12 Global Step: 203820 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:08,764-Speed 3334.81 samples/sec Loss 1.0024 LearningRate 0.0152 Epoch: 12 Global Step: 203830 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:11,836-Speed 3334.21 samples/sec Loss 0.9737 LearningRate 0.0152 Epoch: 12 Global Step: 203840 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:14,990-Speed 3246.76 samples/sec Loss 1.0010 LearningRate 0.0152 Epoch: 12 Global Step: 203850 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:18,087-Speed 3308.05 samples/sec Loss 1.0071 LearningRate 0.0152 Epoch: 12 Global Step: 203860 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:21,151-Speed 3343.27 samples/sec Loss 1.0082 LearningRate 0.0152 Epoch: 12 Global Step: 203870 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:24,205-Speed 3352.70 samples/sec Loss 1.0433 LearningRate 0.0152 Epoch: 12 Global Step: 203880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:27,294-Speed 3316.09 samples/sec Loss 1.0096 LearningRate 0.0151 Epoch: 12 Global Step: 203890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:30,380-Speed 3319.05 samples/sec Loss 0.9686 LearningRate 0.0151 Epoch: 12 Global Step: 203900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:33,452-Speed 3334.28 samples/sec Loss 1.0156 LearningRate 0.0151 Epoch: 12 Global Step: 203910 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:36,538-Speed 3318.73 samples/sec Loss 0.9968 LearningRate 0.0151 Epoch: 12 Global Step: 203920 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:39,613-Speed 3330.66 samples/sec Loss 1.0048 LearningRate 0.0151 Epoch: 12 Global Step: 203930 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:42,700-Speed 3318.24 samples/sec Loss 0.9688 LearningRate 0.0151 Epoch: 12 Global Step: 203940 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:45,784-Speed 3321.43 samples/sec Loss 1.0073 LearningRate 0.0151 Epoch: 12 Global Step: 203950 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:48,886-Speed 3301.84 samples/sec Loss 1.0075 LearningRate 0.0151 Epoch: 12 Global Step: 203960 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:51,974-Speed 3317.39 samples/sec Loss 0.9666 LearningRate 0.0151 Epoch: 12 Global Step: 203970 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:48:55,206-Speed 3168.61 samples/sec Loss 0.9946 LearningRate 0.0151 Epoch: 12 Global Step: 203980 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:48:58,323-Speed 3285.93 samples/sec Loss 1.0245 LearningRate 0.0151 Epoch: 12 Global Step: 203990 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:49:01,393-Speed 3336.50 samples/sec Loss 1.0021 LearningRate 0.0151 Epoch: 12 Global Step: 204000 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:49:45,850-[lfw][204000]XNorm: 22.520686 Training: 2022-04-11 20:49:45,851-[lfw][204000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 20:49:45,851-[lfw][204000]Accuracy-Highest: 0.99817 Training: 2022-04-11 20:50:37,443-[cfp_fp][204000]XNorm: 22.766375 Training: 2022-04-11 20:50:37,444-[cfp_fp][204000]Accuracy-Flip: 0.99086+-0.00543 Training: 2022-04-11 20:50:37,444-[cfp_fp][204000]Accuracy-Highest: 0.99086 Training: 2022-04-11 20:51:21,923-[agedb_30][204000]XNorm: 23.431673 Training: 2022-04-11 20:51:21,924-[agedb_30][204000]Accuracy-Flip: 0.98267+-0.00764 Training: 2022-04-11 20:51:21,924-[agedb_30][204000]Accuracy-Highest: 0.98567 Training: 2022-04-11 20:51:25,001-Speed 71.31 samples/sec Loss 0.9767 LearningRate 0.0151 Epoch: 12 Global Step: 204010 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:28,064-Speed 3343.00 samples/sec Loss 1.0326 LearningRate 0.0151 Epoch: 12 Global Step: 204020 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:31,132-Speed 3339.45 samples/sec Loss 0.9868 LearningRate 0.0151 Epoch: 12 Global Step: 204030 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:34,191-Speed 3347.88 samples/sec Loss 1.0034 LearningRate 0.0151 Epoch: 12 Global Step: 204040 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:37,252-Speed 3346.30 samples/sec Loss 1.0221 LearningRate 0.0151 Epoch: 12 Global Step: 204050 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:40,314-Speed 3344.69 samples/sec Loss 1.0518 LearningRate 0.0151 Epoch: 12 Global Step: 204060 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:43,385-Speed 3335.26 samples/sec Loss 0.9798 LearningRate 0.0151 Epoch: 12 Global Step: 204070 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:46,468-Speed 3321.88 samples/sec Loss 1.0014 LearningRate 0.0151 Epoch: 12 Global Step: 204080 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:49,547-Speed 3326.98 samples/sec Loss 0.9886 LearningRate 0.0151 Epoch: 12 Global Step: 204090 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:52,634-Speed 3318.18 samples/sec Loss 1.0127 LearningRate 0.0151 Epoch: 12 Global Step: 204100 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:51:55,699-Speed 3341.72 samples/sec Loss 0.9986 LearningRate 0.0151 Epoch: 12 Global Step: 204110 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:51:58,755-Speed 3351.13 samples/sec Loss 1.0565 LearningRate 0.0151 Epoch: 12 Global Step: 204120 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:52:01,816-Speed 3346.87 samples/sec Loss 1.0345 LearningRate 0.0151 Epoch: 12 Global Step: 204130 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:52:04,900-Speed 3320.86 samples/sec Loss 1.0161 LearningRate 0.0151 Epoch: 12 Global Step: 204140 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:52:07,953-Speed 3354.32 samples/sec Loss 1.0268 LearningRate 0.0151 Epoch: 12 Global Step: 204150 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:11,186-Speed 3168.59 samples/sec Loss 1.0046 LearningRate 0.0151 Epoch: 12 Global Step: 204160 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:14,285-Speed 3304.75 samples/sec Loss 1.0579 LearningRate 0.0151 Epoch: 12 Global Step: 204170 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:17,363-Speed 3327.67 samples/sec Loss 0.9597 LearningRate 0.0151 Epoch: 12 Global Step: 204180 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:20,477-Speed 3288.93 samples/sec Loss 1.0070 LearningRate 0.0151 Epoch: 12 Global Step: 204190 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:23,574-Speed 3307.53 samples/sec Loss 0.9642 LearningRate 0.0151 Epoch: 12 Global Step: 204200 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:26,650-Speed 3329.41 samples/sec Loss 1.0341 LearningRate 0.0151 Epoch: 12 Global Step: 204210 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:29,713-Speed 3344.38 samples/sec Loss 1.0153 LearningRate 0.0151 Epoch: 12 Global Step: 204220 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:32,802-Speed 3315.94 samples/sec Loss 1.0038 LearningRate 0.0151 Epoch: 12 Global Step: 204230 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:35,870-Speed 3337.96 samples/sec Loss 0.9779 LearningRate 0.0151 Epoch: 12 Global Step: 204240 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:38,929-Speed 3347.95 samples/sec Loss 0.9902 LearningRate 0.0151 Epoch: 12 Global Step: 204250 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:52:42,005-Speed 3329.97 samples/sec Loss 0.9765 LearningRate 0.0151 Epoch: 12 Global Step: 204260 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:52:45,068-Speed 3343.56 samples/sec Loss 0.9742 LearningRate 0.0151 Epoch: 12 Global Step: 204270 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:48,156-Speed 3318.32 samples/sec Loss 0.9703 LearningRate 0.0151 Epoch: 12 Global Step: 204280 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:51,218-Speed 3344.51 samples/sec Loss 1.0488 LearningRate 0.0151 Epoch: 12 Global Step: 204290 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:54,305-Speed 3318.31 samples/sec Loss 1.1031 LearningRate 0.0151 Epoch: 12 Global Step: 204300 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:52:57,379-Speed 3331.65 samples/sec Loss 1.0270 LearningRate 0.0151 Epoch: 12 Global Step: 204310 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:00,487-Speed 3296.14 samples/sec Loss 1.0048 LearningRate 0.0150 Epoch: 12 Global Step: 204320 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:03,613-Speed 3275.82 samples/sec Loss 1.0300 LearningRate 0.0150 Epoch: 12 Global Step: 204330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:06,707-Speed 3310.34 samples/sec Loss 0.9945 LearningRate 0.0150 Epoch: 12 Global Step: 204340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:09,811-Speed 3300.08 samples/sec Loss 1.0029 LearningRate 0.0150 Epoch: 12 Global Step: 204350 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:12,875-Speed 3343.15 samples/sec Loss 0.9716 LearningRate 0.0150 Epoch: 12 Global Step: 204360 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:15,954-Speed 3326.77 samples/sec Loss 1.0272 LearningRate 0.0150 Epoch: 12 Global Step: 204370 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:53:19,032-Speed 3328.24 samples/sec Loss 0.9640 LearningRate 0.0150 Epoch: 12 Global Step: 204380 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:53:22,087-Speed 3351.62 samples/sec Loss 1.0302 LearningRate 0.0150 Epoch: 12 Global Step: 204390 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:25,148-Speed 3346.90 samples/sec Loss 1.0206 LearningRate 0.0150 Epoch: 12 Global Step: 204400 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:28,230-Speed 3323.39 samples/sec Loss 0.9871 LearningRate 0.0150 Epoch: 12 Global Step: 204410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:31,292-Speed 3344.87 samples/sec Loss 1.0133 LearningRate 0.0150 Epoch: 12 Global Step: 204420 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:34,418-Speed 3276.11 samples/sec Loss 0.9761 LearningRate 0.0150 Epoch: 12 Global Step: 204430 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:37,550-Speed 3270.74 samples/sec Loss 1.0349 LearningRate 0.0150 Epoch: 12 Global Step: 204440 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:40,783-Speed 3167.20 samples/sec Loss 1.0221 LearningRate 0.0150 Epoch: 12 Global Step: 204450 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:43,888-Speed 3299.56 samples/sec Loss 1.0088 LearningRate 0.0150 Epoch: 12 Global Step: 204460 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:46,994-Speed 3297.44 samples/sec Loss 1.0314 LearningRate 0.0150 Epoch: 12 Global Step: 204470 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:50,098-Speed 3299.67 samples/sec Loss 1.0271 LearningRate 0.0150 Epoch: 12 Global Step: 204480 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:53:53,171-Speed 3333.19 samples/sec Loss 1.0241 LearningRate 0.0150 Epoch: 12 Global Step: 204490 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:53:56,234-Speed 3344.46 samples/sec Loss 0.9995 LearningRate 0.0150 Epoch: 12 Global Step: 204500 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:53:59,303-Speed 3336.48 samples/sec Loss 1.0379 LearningRate 0.0150 Epoch: 12 Global Step: 204510 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:02,378-Speed 3331.18 samples/sec Loss 1.0252 LearningRate 0.0150 Epoch: 12 Global Step: 204520 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:05,452-Speed 3331.65 samples/sec Loss 1.0518 LearningRate 0.0150 Epoch: 12 Global Step: 204530 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:08,551-Speed 3305.95 samples/sec Loss 1.0350 LearningRate 0.0150 Epoch: 12 Global Step: 204540 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:11,612-Speed 3345.64 samples/sec Loss 1.0235 LearningRate 0.0150 Epoch: 12 Global Step: 204550 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:14,672-Speed 3347.36 samples/sec Loss 1.0362 LearningRate 0.0150 Epoch: 12 Global Step: 204560 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:17,737-Speed 3341.71 samples/sec Loss 1.0011 LearningRate 0.0150 Epoch: 12 Global Step: 204570 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:20,801-Speed 3343.09 samples/sec Loss 0.9992 LearningRate 0.0150 Epoch: 12 Global Step: 204580 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:23,863-Speed 3344.43 samples/sec Loss 1.0656 LearningRate 0.0150 Epoch: 12 Global Step: 204590 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:26,936-Speed 3333.27 samples/sec Loss 1.0039 LearningRate 0.0150 Epoch: 12 Global Step: 204600 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:29,994-Speed 3349.95 samples/sec Loss 0.9942 LearningRate 0.0150 Epoch: 12 Global Step: 204610 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:33,096-Speed 3301.71 samples/sec Loss 1.0419 LearningRate 0.0150 Epoch: 12 Global Step: 204620 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:36,156-Speed 3347.38 samples/sec Loss 1.0241 LearningRate 0.0150 Epoch: 12 Global Step: 204630 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:54:39,215-Speed 3347.71 samples/sec Loss 0.9970 LearningRate 0.0150 Epoch: 12 Global Step: 204640 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:54:42,278-Speed 3344.16 samples/sec Loss 1.0253 LearningRate 0.0150 Epoch: 12 Global Step: 204650 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:54:45,343-Speed 3341.19 samples/sec Loss 0.9925 LearningRate 0.0150 Epoch: 12 Global Step: 204660 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:54:48,406-Speed 3344.38 samples/sec Loss 1.0600 LearningRate 0.0150 Epoch: 12 Global Step: 204670 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:54:51,466-Speed 3347.52 samples/sec Loss 0.9970 LearningRate 0.0150 Epoch: 12 Global Step: 204680 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:54:54,528-Speed 3344.73 samples/sec Loss 1.0396 LearningRate 0.0150 Epoch: 12 Global Step: 204690 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:54:57,600-Speed 3333.30 samples/sec Loss 1.0252 LearningRate 0.0150 Epoch: 12 Global Step: 204700 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:00,673-Speed 3333.61 samples/sec Loss 1.0342 LearningRate 0.0150 Epoch: 12 Global Step: 204710 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:03,733-Speed 3346.69 samples/sec Loss 1.0202 LearningRate 0.0150 Epoch: 12 Global Step: 204720 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:06,808-Speed 3331.31 samples/sec Loss 1.0243 LearningRate 0.0150 Epoch: 12 Global Step: 204730 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:09,871-Speed 3344.31 samples/sec Loss 0.9898 LearningRate 0.0150 Epoch: 12 Global Step: 204740 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:12,959-Speed 3316.70 samples/sec Loss 1.0585 LearningRate 0.0149 Epoch: 12 Global Step: 204750 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:16,036-Speed 3328.51 samples/sec Loss 0.9811 LearningRate 0.0149 Epoch: 12 Global Step: 204760 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:19,115-Speed 3326.93 samples/sec Loss 1.0068 LearningRate 0.0149 Epoch: 12 Global Step: 204770 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:22,177-Speed 3344.53 samples/sec Loss 1.0177 LearningRate 0.0149 Epoch: 12 Global Step: 204780 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:25,258-Speed 3324.82 samples/sec Loss 0.9974 LearningRate 0.0149 Epoch: 12 Global Step: 204790 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:28,323-Speed 3341.79 samples/sec Loss 0.9718 LearningRate 0.0149 Epoch: 12 Global Step: 204800 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:31,394-Speed 3335.04 samples/sec Loss 1.0002 LearningRate 0.0149 Epoch: 12 Global Step: 204810 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:34,466-Speed 3334.79 samples/sec Loss 1.0352 LearningRate 0.0149 Epoch: 12 Global Step: 204820 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:55:37,631-Speed 3235.33 samples/sec Loss 1.0496 LearningRate 0.0149 Epoch: 12 Global Step: 204830 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:40,733-Speed 3302.73 samples/sec Loss 0.9959 LearningRate 0.0149 Epoch: 12 Global Step: 204840 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:43,799-Speed 3339.78 samples/sec Loss 1.0480 LearningRate 0.0149 Epoch: 12 Global Step: 204850 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:46,896-Speed 3307.39 samples/sec Loss 1.0355 LearningRate 0.0149 Epoch: 12 Global Step: 204860 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:49,963-Speed 3339.51 samples/sec Loss 1.0294 LearningRate 0.0149 Epoch: 12 Global Step: 204870 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:53,040-Speed 3328.82 samples/sec Loss 1.0241 LearningRate 0.0149 Epoch: 12 Global Step: 204880 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:56,106-Speed 3340.45 samples/sec Loss 1.0010 LearningRate 0.0149 Epoch: 12 Global Step: 204890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:55:59,210-Speed 3299.49 samples/sec Loss 1.0433 LearningRate 0.0149 Epoch: 12 Global Step: 204900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:56:02,295-Speed 3320.50 samples/sec Loss 1.0020 LearningRate 0.0149 Epoch: 12 Global Step: 204910 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:56:05,414-Speed 3283.59 samples/sec Loss 1.0237 LearningRate 0.0149 Epoch: 12 Global Step: 204920 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:56:08,506-Speed 3312.43 samples/sec Loss 0.9845 LearningRate 0.0149 Epoch: 12 Global Step: 204930 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:11,594-Speed 3317.54 samples/sec Loss 1.0411 LearningRate 0.0149 Epoch: 12 Global Step: 204940 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:14,662-Speed 3338.53 samples/sec Loss 1.0620 LearningRate 0.0149 Epoch: 12 Global Step: 204950 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:17,724-Speed 3345.10 samples/sec Loss 1.0183 LearningRate 0.0149 Epoch: 12 Global Step: 204960 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:20,788-Speed 3342.10 samples/sec Loss 1.0155 LearningRate 0.0149 Epoch: 12 Global Step: 204970 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:23,867-Speed 3326.97 samples/sec Loss 1.0288 LearningRate 0.0149 Epoch: 12 Global Step: 204980 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:26,944-Speed 3328.71 samples/sec Loss 1.0097 LearningRate 0.0149 Epoch: 12 Global Step: 204990 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:30,007-Speed 3343.81 samples/sec Loss 1.0274 LearningRate 0.0149 Epoch: 12 Global Step: 205000 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:33,124-Speed 3285.86 samples/sec Loss 1.0353 LearningRate 0.0149 Epoch: 12 Global Step: 205010 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:36,206-Speed 3323.32 samples/sec Loss 0.9826 LearningRate 0.0149 Epoch: 12 Global Step: 205020 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:39,291-Speed 3320.12 samples/sec Loss 1.0329 LearningRate 0.0149 Epoch: 12 Global Step: 205030 Fp16 Grad Scale: 262144 Required: 14 hours Training: 2022-04-11 20:56:42,423-Speed 3270.27 samples/sec Loss 1.0147 LearningRate 0.0149 Epoch: 12 Global Step: 205040 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:45,490-Speed 3339.09 samples/sec Loss 1.0502 LearningRate 0.0149 Epoch: 12 Global Step: 205050 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:48,568-Speed 3327.86 samples/sec Loss 1.0716 LearningRate 0.0149 Epoch: 12 Global Step: 205060 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:51,631-Speed 3343.44 samples/sec Loss 1.0358 LearningRate 0.0149 Epoch: 12 Global Step: 205070 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:56:54,723-Speed 3313.34 samples/sec Loss 1.0327 LearningRate 0.0149 Epoch: 12 Global Step: 205080 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:56:57,790-Speed 3339.39 samples/sec Loss 1.0317 LearningRate 0.0149 Epoch: 12 Global Step: 205090 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:00,860-Speed 3336.28 samples/sec Loss 1.0347 LearningRate 0.0149 Epoch: 12 Global Step: 205100 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:03,926-Speed 3340.64 samples/sec Loss 1.0326 LearningRate 0.0149 Epoch: 12 Global Step: 205110 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:07,078-Speed 3249.82 samples/sec Loss 1.0308 LearningRate 0.0149 Epoch: 12 Global Step: 205120 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:10,199-Speed 3282.22 samples/sec Loss 1.0275 LearningRate 0.0149 Epoch: 12 Global Step: 205130 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:13,271-Speed 3333.30 samples/sec Loss 1.0225 LearningRate 0.0149 Epoch: 12 Global Step: 205140 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:16,344-Speed 3333.65 samples/sec Loss 1.0409 LearningRate 0.0149 Epoch: 12 Global Step: 205150 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:19,567-Speed 3177.14 samples/sec Loss 1.0444 LearningRate 0.0149 Epoch: 12 Global Step: 205160 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:22,691-Speed 3278.66 samples/sec Loss 1.0157 LearningRate 0.0149 Epoch: 12 Global Step: 205170 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:25,763-Speed 3334.98 samples/sec Loss 1.0391 LearningRate 0.0149 Epoch: 12 Global Step: 205180 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:57:28,836-Speed 3332.78 samples/sec Loss 1.0197 LearningRate 0.0148 Epoch: 12 Global Step: 205190 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:57:31,904-Speed 3338.39 samples/sec Loss 0.9973 LearningRate 0.0148 Epoch: 12 Global Step: 205200 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:57:34,976-Speed 3334.56 samples/sec Loss 1.0576 LearningRate 0.0148 Epoch: 12 Global Step: 205210 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:57:38,040-Speed 3343.23 samples/sec Loss 1.0477 LearningRate 0.0148 Epoch: 12 Global Step: 205220 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:57:41,100-Speed 3347.24 samples/sec Loss 1.1013 LearningRate 0.0148 Epoch: 12 Global Step: 205230 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:57:44,177-Speed 3328.49 samples/sec Loss 1.0534 LearningRate 0.0148 Epoch: 12 Global Step: 205240 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:57:47,268-Speed 3313.70 samples/sec Loss 1.0410 LearningRate 0.0148 Epoch: 12 Global Step: 205250 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:57:50,348-Speed 3325.10 samples/sec Loss 1.0273 LearningRate 0.0148 Epoch: 12 Global Step: 205260 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:57:53,415-Speed 3340.11 samples/sec Loss 1.0078 LearningRate 0.0148 Epoch: 12 Global Step: 205270 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:57:56,490-Speed 3331.07 samples/sec Loss 1.0290 LearningRate 0.0148 Epoch: 12 Global Step: 205280 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:57:59,571-Speed 3323.84 samples/sec Loss 1.0258 LearningRate 0.0148 Epoch: 12 Global Step: 205290 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:58:02,650-Speed 3326.12 samples/sec Loss 1.0486 LearningRate 0.0148 Epoch: 12 Global Step: 205300 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:58:05,733-Speed 3323.14 samples/sec Loss 1.0479 LearningRate 0.0148 Epoch: 12 Global Step: 205310 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:58:08,823-Speed 3314.31 samples/sec Loss 1.0032 LearningRate 0.0148 Epoch: 12 Global Step: 205320 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 20:58:11,913-Speed 3314.53 samples/sec Loss 0.9854 LearningRate 0.0148 Epoch: 12 Global Step: 205330 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:14,984-Speed 3334.89 samples/sec Loss 1.0396 LearningRate 0.0148 Epoch: 12 Global Step: 205340 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:18,058-Speed 3332.02 samples/sec Loss 1.0310 LearningRate 0.0148 Epoch: 12 Global Step: 205350 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:21,181-Speed 3280.33 samples/sec Loss 0.9709 LearningRate 0.0148 Epoch: 12 Global Step: 205360 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:24,252-Speed 3335.41 samples/sec Loss 1.0746 LearningRate 0.0148 Epoch: 12 Global Step: 205370 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:27,321-Speed 3337.36 samples/sec Loss 1.0191 LearningRate 0.0148 Epoch: 12 Global Step: 205380 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:30,385-Speed 3342.63 samples/sec Loss 1.0154 LearningRate 0.0148 Epoch: 12 Global Step: 205390 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:33,538-Speed 3248.02 samples/sec Loss 1.0166 LearningRate 0.0148 Epoch: 12 Global Step: 205400 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:36,626-Speed 3316.76 samples/sec Loss 1.0225 LearningRate 0.0148 Epoch: 12 Global Step: 205410 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:39,730-Speed 3300.12 samples/sec Loss 1.0179 LearningRate 0.0148 Epoch: 12 Global Step: 205420 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:58:42,821-Speed 3314.20 samples/sec Loss 1.0816 LearningRate 0.0148 Epoch: 12 Global Step: 205430 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:58:45,909-Speed 3316.23 samples/sec Loss 1.0324 LearningRate 0.0148 Epoch: 12 Global Step: 205440 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:58:49,148-Speed 3162.22 samples/sec Loss 1.0637 LearningRate 0.0148 Epoch: 12 Global Step: 205450 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:58:52,256-Speed 3295.34 samples/sec Loss 1.0456 LearningRate 0.0148 Epoch: 12 Global Step: 205460 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:58:55,325-Speed 3338.22 samples/sec Loss 1.0349 LearningRate 0.0148 Epoch: 12 Global Step: 205470 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:58:58,444-Speed 3283.34 samples/sec Loss 1.0182 LearningRate 0.0148 Epoch: 12 Global Step: 205480 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:01,620-Speed 3224.57 samples/sec Loss 1.0510 LearningRate 0.0148 Epoch: 12 Global Step: 205490 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:04,709-Speed 3315.91 samples/sec Loss 1.0147 LearningRate 0.0148 Epoch: 12 Global Step: 205500 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:07,798-Speed 3315.79 samples/sec Loss 1.0564 LearningRate 0.0148 Epoch: 12 Global Step: 205510 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:10,906-Speed 3295.84 samples/sec Loss 1.0426 LearningRate 0.0148 Epoch: 12 Global Step: 205520 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:13,981-Speed 3331.72 samples/sec Loss 0.9891 LearningRate 0.0148 Epoch: 12 Global Step: 205530 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:17,068-Speed 3317.04 samples/sec Loss 1.0560 LearningRate 0.0148 Epoch: 12 Global Step: 205540 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:20,159-Speed 3313.47 samples/sec Loss 1.0770 LearningRate 0.0148 Epoch: 12 Global Step: 205550 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:23,381-Speed 3179.39 samples/sec Loss 1.0755 LearningRate 0.0148 Epoch: 12 Global Step: 205560 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:26,587-Speed 3194.60 samples/sec Loss 1.0519 LearningRate 0.0148 Epoch: 12 Global Step: 205570 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 20:59:29,645-Speed 3348.91 samples/sec Loss 1.0363 LearningRate 0.0148 Epoch: 12 Global Step: 205580 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:32,725-Speed 3325.71 samples/sec Loss 1.0253 LearningRate 0.0148 Epoch: 12 Global Step: 205590 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:35,799-Speed 3331.69 samples/sec Loss 1.0536 LearningRate 0.0148 Epoch: 12 Global Step: 205600 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:38,899-Speed 3304.84 samples/sec Loss 1.0148 LearningRate 0.0148 Epoch: 12 Global Step: 205610 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:42,007-Speed 3295.27 samples/sec Loss 1.0427 LearningRate 0.0147 Epoch: 12 Global Step: 205620 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:45,085-Speed 3328.23 samples/sec Loss 1.0360 LearningRate 0.0147 Epoch: 12 Global Step: 205630 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:48,152-Speed 3338.96 samples/sec Loss 1.0489 LearningRate 0.0147 Epoch: 12 Global Step: 205640 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:51,220-Speed 3338.17 samples/sec Loss 1.0759 LearningRate 0.0147 Epoch: 12 Global Step: 205650 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:54,310-Speed 3314.60 samples/sec Loss 1.0100 LearningRate 0.0147 Epoch: 12 Global Step: 205660 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 20:59:57,377-Speed 3340.04 samples/sec Loss 1.0615 LearningRate 0.0147 Epoch: 12 Global Step: 205670 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:00:00,448-Speed 3335.35 samples/sec Loss 1.0618 LearningRate 0.0147 Epoch: 12 Global Step: 205680 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:00:03,505-Speed 3350.24 samples/sec Loss 1.0397 LearningRate 0.0147 Epoch: 12 Global Step: 205690 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:06,573-Speed 3338.18 samples/sec Loss 1.0724 LearningRate 0.0147 Epoch: 12 Global Step: 205700 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:09,651-Speed 3328.45 samples/sec Loss 1.0160 LearningRate 0.0147 Epoch: 12 Global Step: 205710 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:12,719-Speed 3337.94 samples/sec Loss 0.9844 LearningRate 0.0147 Epoch: 12 Global Step: 205720 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:15,813-Speed 3311.00 samples/sec Loss 1.0138 LearningRate 0.0147 Epoch: 12 Global Step: 205730 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:18,898-Speed 3320.07 samples/sec Loss 1.0185 LearningRate 0.0147 Epoch: 12 Global Step: 205740 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:21,976-Speed 3327.52 samples/sec Loss 1.0310 LearningRate 0.0147 Epoch: 12 Global Step: 205750 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:25,044-Speed 3337.88 samples/sec Loss 1.0444 LearningRate 0.0147 Epoch: 12 Global Step: 205760 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:28,135-Speed 3314.05 samples/sec Loss 1.0317 LearningRate 0.0147 Epoch: 12 Global Step: 205770 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:31,203-Speed 3338.72 samples/sec Loss 1.0619 LearningRate 0.0147 Epoch: 12 Global Step: 205780 Fp16 Grad Scale: 16384 Required: 14 hours Training: 2022-04-11 21:00:34,318-Speed 3288.46 samples/sec Loss 1.0494 LearningRate 0.0147 Epoch: 12 Global Step: 205790 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:37,461-Speed 3258.25 samples/sec Loss 1.0674 LearningRate 0.0147 Epoch: 12 Global Step: 205800 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:40,536-Speed 3331.09 samples/sec Loss 1.1143 LearningRate 0.0147 Epoch: 12 Global Step: 205810 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:43,614-Speed 3327.09 samples/sec Loss 1.0272 LearningRate 0.0147 Epoch: 12 Global Step: 205820 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:46,684-Speed 3336.63 samples/sec Loss 1.0327 LearningRate 0.0147 Epoch: 12 Global Step: 205830 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:49,751-Speed 3339.57 samples/sec Loss 1.0727 LearningRate 0.0147 Epoch: 12 Global Step: 205840 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:52,822-Speed 3334.69 samples/sec Loss 1.0432 LearningRate 0.0147 Epoch: 12 Global Step: 205850 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:55,888-Speed 3340.88 samples/sec Loss 1.0871 LearningRate 0.0147 Epoch: 12 Global Step: 205860 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:00:58,958-Speed 3337.33 samples/sec Loss 1.0350 LearningRate 0.0147 Epoch: 12 Global Step: 205870 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:01:02,046-Speed 3316.00 samples/sec Loss 1.0406 LearningRate 0.0147 Epoch: 12 Global Step: 205880 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:01:05,114-Speed 3338.30 samples/sec Loss 1.0101 LearningRate 0.0147 Epoch: 12 Global Step: 205890 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:08,184-Speed 3337.19 samples/sec Loss 1.0513 LearningRate 0.0147 Epoch: 12 Global Step: 205900 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:11,264-Speed 3325.21 samples/sec Loss 1.0212 LearningRate 0.0147 Epoch: 12 Global Step: 205910 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:14,335-Speed 3334.62 samples/sec Loss 1.0813 LearningRate 0.0147 Epoch: 12 Global Step: 205920 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:17,417-Speed 3323.92 samples/sec Loss 1.0390 LearningRate 0.0147 Epoch: 12 Global Step: 205930 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:20,496-Speed 3326.51 samples/sec Loss 1.0986 LearningRate 0.0147 Epoch: 12 Global Step: 205940 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:23,573-Speed 3327.96 samples/sec Loss 1.0556 LearningRate 0.0147 Epoch: 12 Global Step: 205950 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:26,645-Speed 3335.53 samples/sec Loss 1.0382 LearningRate 0.0147 Epoch: 12 Global Step: 205960 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:29,716-Speed 3334.99 samples/sec Loss 1.0417 LearningRate 0.0147 Epoch: 12 Global Step: 205970 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:32,784-Speed 3338.60 samples/sec Loss 1.0038 LearningRate 0.0147 Epoch: 12 Global Step: 205980 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:01:35,855-Speed 3335.11 samples/sec Loss 1.0434 LearningRate 0.0147 Epoch: 12 Global Step: 205990 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:01:38,923-Speed 3337.68 samples/sec Loss 1.0169 LearningRate 0.0147 Epoch: 12 Global Step: 206000 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:02:23,213-[lfw][206000]XNorm: 20.972038 Training: 2022-04-11 21:02:23,213-[lfw][206000]Accuracy-Flip: 0.99800+-0.00287 Training: 2022-04-11 21:02:23,214-[lfw][206000]Accuracy-Highest: 0.99817 Training: 2022-04-11 21:03:14,663-[cfp_fp][206000]XNorm: 21.625598 Training: 2022-04-11 21:03:14,664-[cfp_fp][206000]Accuracy-Flip: 0.98814+-0.00511 Training: 2022-04-11 21:03:14,664-[cfp_fp][206000]Accuracy-Highest: 0.99086 Training: 2022-04-11 21:03:58,824-[agedb_30][206000]XNorm: 22.098682 Training: 2022-04-11 21:03:58,825-[agedb_30][206000]Accuracy-Flip: 0.98450+-0.00633 Training: 2022-04-11 21:03:58,825-[agedb_30][206000]Accuracy-Highest: 0.98567 Training: 2022-04-11 21:04:01,910-Speed 71.62 samples/sec Loss 1.0609 LearningRate 0.0147 Epoch: 12 Global Step: 206010 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:05,032-Speed 3279.97 samples/sec Loss 1.0437 LearningRate 0.0147 Epoch: 12 Global Step: 206020 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:08,256-Speed 3177.26 samples/sec Loss 1.0301 LearningRate 0.0147 Epoch: 12 Global Step: 206030 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:11,365-Speed 3294.67 samples/sec Loss 1.0375 LearningRate 0.0147 Epoch: 12 Global Step: 206040 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:14,423-Speed 3348.98 samples/sec Loss 1.0343 LearningRate 0.0146 Epoch: 12 Global Step: 206050 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:17,553-Speed 3272.48 samples/sec Loss 1.0188 LearningRate 0.0146 Epoch: 12 Global Step: 206060 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:20,638-Speed 3320.72 samples/sec Loss 1.0149 LearningRate 0.0146 Epoch: 12 Global Step: 206070 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:23,703-Speed 3342.09 samples/sec Loss 1.0112 LearningRate 0.0146 Epoch: 12 Global Step: 206080 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:26,766-Speed 3343.13 samples/sec Loss 1.0483 LearningRate 0.0146 Epoch: 12 Global Step: 206090 Fp16 Grad Scale: 262144 Required: 14 hours Training: 2022-04-11 21:04:29,850-Speed 3321.41 samples/sec Loss 1.0452 LearningRate 0.0146 Epoch: 12 Global Step: 206100 Fp16 Grad Scale: 131072 Required: 14 hours Training: 2022-04-11 21:04:32,945-Speed 3308.88 samples/sec Loss 1.0512 LearningRate 0.0146 Epoch: 12 Global Step: 206110 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:36,039-Speed 3310.99 samples/sec Loss 1.0538 LearningRate 0.0146 Epoch: 12 Global Step: 206120 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:39,098-Speed 3347.42 samples/sec Loss 1.0415 LearningRate 0.0146 Epoch: 12 Global Step: 206130 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:42,166-Speed 3338.85 samples/sec Loss 1.0495 LearningRate 0.0146 Epoch: 12 Global Step: 206140 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:45,227-Speed 3346.22 samples/sec Loss 1.0668 LearningRate 0.0146 Epoch: 12 Global Step: 206150 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:48,315-Speed 3316.63 samples/sec Loss 1.0993 LearningRate 0.0146 Epoch: 12 Global Step: 206160 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:51,537-Speed 3178.99 samples/sec Loss 1.0358 LearningRate 0.0146 Epoch: 12 Global Step: 206170 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:54,661-Speed 3278.98 samples/sec Loss 1.0606 LearningRate 0.0146 Epoch: 12 Global Step: 206180 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:04:57,718-Speed 3350.37 samples/sec Loss 1.0661 LearningRate 0.0146 Epoch: 12 Global Step: 206190 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:05:00,813-Speed 3309.42 samples/sec Loss 1.0627 LearningRate 0.0146 Epoch: 12 Global Step: 206200 Fp16 Grad Scale: 32768 Required: 14 hours Training: 2022-04-11 21:05:03,870-Speed 3350.70 samples/sec Loss 1.0361 LearningRate 0.0146 Epoch: 12 Global Step: 206210 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:06,933-Speed 3343.55 samples/sec Loss 1.0197 LearningRate 0.0146 Epoch: 12 Global Step: 206220 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:09,989-Speed 3350.93 samples/sec Loss 1.0278 LearningRate 0.0146 Epoch: 12 Global Step: 206230 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:13,046-Speed 3350.92 samples/sec Loss 1.0653 LearningRate 0.0146 Epoch: 12 Global Step: 206240 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:16,111-Speed 3341.91 samples/sec Loss 1.0260 LearningRate 0.0146 Epoch: 12 Global Step: 206250 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:19,173-Speed 3345.51 samples/sec Loss 1.0602 LearningRate 0.0146 Epoch: 12 Global Step: 206260 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:22,238-Speed 3341.07 samples/sec Loss 1.0605 LearningRate 0.0146 Epoch: 12 Global Step: 206270 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:25,348-Speed 3293.64 samples/sec Loss 1.0447 LearningRate 0.0146 Epoch: 12 Global Step: 206280 Fp16 Grad Scale: 65536 Required: 14 hours Training: 2022-04-11 21:05:28,459-Speed 3292.57 samples/sec Loss 1.0203 LearningRate 0.0146 Epoch: 12 Global Step: 206290 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:05:31,596-Speed 3264.33 samples/sec Loss 0.9853 LearningRate 0.0146 Epoch: 12 Global Step: 206300 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:05:34,653-Speed 3350.74 samples/sec Loss 1.0433 LearningRate 0.0146 Epoch: 12 Global Step: 206310 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:37,779-Speed 3276.79 samples/sec Loss 1.0234 LearningRate 0.0146 Epoch: 12 Global Step: 206320 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:40,930-Speed 3250.20 samples/sec Loss 1.0554 LearningRate 0.0146 Epoch: 12 Global Step: 206330 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:43,998-Speed 3339.12 samples/sec Loss 1.0779 LearningRate 0.0146 Epoch: 12 Global Step: 206340 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:47,086-Speed 3316.14 samples/sec Loss 1.0580 LearningRate 0.0146 Epoch: 12 Global Step: 206350 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:50,145-Speed 3348.54 samples/sec Loss 1.0686 LearningRate 0.0146 Epoch: 12 Global Step: 206360 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:53,270-Speed 3277.49 samples/sec Loss 1.0364 LearningRate 0.0146 Epoch: 12 Global Step: 206370 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:56,476-Speed 3194.87 samples/sec Loss 1.0694 LearningRate 0.0146 Epoch: 12 Global Step: 206380 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:05:59,593-Speed 3285.98 samples/sec Loss 1.0394 LearningRate 0.0146 Epoch: 12 Global Step: 206390 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:06:02,689-Speed 3308.19 samples/sec Loss 1.0710 LearningRate 0.0146 Epoch: 12 Global Step: 206400 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:06:05,752-Speed 3343.82 samples/sec Loss 1.0480 LearningRate 0.0146 Epoch: 12 Global Step: 206410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:08,817-Speed 3341.30 samples/sec Loss 1.0755 LearningRate 0.0146 Epoch: 12 Global Step: 206420 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:11,878-Speed 3351.00 samples/sec Loss 1.0218 LearningRate 0.0146 Epoch: 12 Global Step: 206430 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:14,933-Speed 3352.85 samples/sec Loss 1.0247 LearningRate 0.0146 Epoch: 12 Global Step: 206440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:17,990-Speed 3349.76 samples/sec Loss 1.0438 LearningRate 0.0146 Epoch: 12 Global Step: 206450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:21,050-Speed 3347.45 samples/sec Loss 1.0216 LearningRate 0.0146 Epoch: 12 Global Step: 206460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:24,105-Speed 3352.29 samples/sec Loss 1.0182 LearningRate 0.0146 Epoch: 12 Global Step: 206470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:27,168-Speed 3344.62 samples/sec Loss 1.0226 LearningRate 0.0146 Epoch: 12 Global Step: 206480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:30,226-Speed 3348.95 samples/sec Loss 1.0530 LearningRate 0.0145 Epoch: 12 Global Step: 206490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:33,303-Speed 3328.80 samples/sec Loss 1.0683 LearningRate 0.0145 Epoch: 12 Global Step: 206500 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:36,438-Speed 3267.18 samples/sec Loss 1.0576 LearningRate 0.0145 Epoch: 12 Global Step: 206510 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:06:39,503-Speed 3341.35 samples/sec Loss 1.0765 LearningRate 0.0145 Epoch: 12 Global Step: 206520 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:06:42,641-Speed 3263.88 samples/sec Loss 1.0747 LearningRate 0.0145 Epoch: 12 Global Step: 206530 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:06:45,726-Speed 3320.63 samples/sec Loss 1.0281 LearningRate 0.0145 Epoch: 12 Global Step: 206540 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:06:48,797-Speed 3334.46 samples/sec Loss 1.0452 LearningRate 0.0145 Epoch: 12 Global Step: 206550 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:51,857-Speed 3347.24 samples/sec Loss 1.0801 LearningRate 0.0145 Epoch: 12 Global Step: 206560 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:54,909-Speed 3356.40 samples/sec Loss 1.0564 LearningRate 0.0145 Epoch: 12 Global Step: 206570 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:06:57,982-Speed 3332.93 samples/sec Loss 1.0145 LearningRate 0.0145 Epoch: 12 Global Step: 206580 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:01,046-Speed 3342.84 samples/sec Loss 1.0724 LearningRate 0.0145 Epoch: 12 Global Step: 206590 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:04,103-Speed 3349.99 samples/sec Loss 1.0847 LearningRate 0.0145 Epoch: 12 Global Step: 206600 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:07,220-Speed 3286.26 samples/sec Loss 1.0542 LearningRate 0.0145 Epoch: 12 Global Step: 206610 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:10,284-Speed 3343.53 samples/sec Loss 1.0268 LearningRate 0.0145 Epoch: 12 Global Step: 206620 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:13,346-Speed 3345.04 samples/sec Loss 1.0712 LearningRate 0.0145 Epoch: 12 Global Step: 206630 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:16,401-Speed 3351.55 samples/sec Loss 1.0874 LearningRate 0.0145 Epoch: 12 Global Step: 206640 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:19,477-Speed 3330.12 samples/sec Loss 1.0709 LearningRate 0.0145 Epoch: 12 Global Step: 206650 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:22,554-Speed 3328.82 samples/sec Loss 1.1001 LearningRate 0.0145 Epoch: 12 Global Step: 206660 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:25,638-Speed 3320.98 samples/sec Loss 1.0762 LearningRate 0.0145 Epoch: 12 Global Step: 206670 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:28,734-Speed 3308.34 samples/sec Loss 1.0337 LearningRate 0.0145 Epoch: 12 Global Step: 206680 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:31,812-Speed 3327.57 samples/sec Loss 1.0865 LearningRate 0.0145 Epoch: 12 Global Step: 206690 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:07:34,871-Speed 3348.74 samples/sec Loss 1.0882 LearningRate 0.0145 Epoch: 12 Global Step: 206700 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:37,946-Speed 3330.70 samples/sec Loss 1.0694 LearningRate 0.0145 Epoch: 12 Global Step: 206710 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:41,059-Speed 3289.52 samples/sec Loss 1.0765 LearningRate 0.0145 Epoch: 12 Global Step: 206720 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:44,122-Speed 3344.00 samples/sec Loss 1.1167 LearningRate 0.0145 Epoch: 12 Global Step: 206730 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:47,183-Speed 3346.33 samples/sec Loss 1.0380 LearningRate 0.0145 Epoch: 12 Global Step: 206740 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:50,247-Speed 3343.26 samples/sec Loss 1.1005 LearningRate 0.0145 Epoch: 12 Global Step: 206750 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:53,353-Speed 3297.26 samples/sec Loss 1.0478 LearningRate 0.0145 Epoch: 12 Global Step: 206760 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:56,424-Speed 3335.60 samples/sec Loss 1.0770 LearningRate 0.0145 Epoch: 12 Global Step: 206770 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:07:59,525-Speed 3302.69 samples/sec Loss 1.0285 LearningRate 0.0145 Epoch: 12 Global Step: 206780 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:02,598-Speed 3332.77 samples/sec Loss 1.0538 LearningRate 0.0145 Epoch: 12 Global Step: 206790 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:05,790-Speed 3208.66 samples/sec Loss 1.0484 LearningRate 0.0145 Epoch: 12 Global Step: 206800 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:08,940-Speed 3252.30 samples/sec Loss 1.0848 LearningRate 0.0145 Epoch: 12 Global Step: 206810 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:12,003-Speed 3343.70 samples/sec Loss 1.0580 LearningRate 0.0145 Epoch: 12 Global Step: 206820 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:15,077-Speed 3332.02 samples/sec Loss 1.0971 LearningRate 0.0145 Epoch: 12 Global Step: 206830 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:18,226-Speed 3252.39 samples/sec Loss 1.0520 LearningRate 0.0145 Epoch: 12 Global Step: 206840 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:21,314-Speed 3316.50 samples/sec Loss 1.0534 LearningRate 0.0145 Epoch: 12 Global Step: 206850 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:24,453-Speed 3262.69 samples/sec Loss 1.0383 LearningRate 0.0145 Epoch: 12 Global Step: 206860 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:27,550-Speed 3307.10 samples/sec Loss 1.0667 LearningRate 0.0145 Epoch: 12 Global Step: 206870 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:08:30,626-Speed 3330.82 samples/sec Loss 1.0626 LearningRate 0.0145 Epoch: 12 Global Step: 206880 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:33,703-Speed 3327.96 samples/sec Loss 1.0470 LearningRate 0.0145 Epoch: 12 Global Step: 206890 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:36,865-Speed 3239.55 samples/sec Loss 1.0934 LearningRate 0.0145 Epoch: 12 Global Step: 206900 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:40,079-Speed 3186.64 samples/sec Loss 1.0356 LearningRate 0.0145 Epoch: 12 Global Step: 206910 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:43,181-Speed 3301.67 samples/sec Loss 1.0505 LearningRate 0.0145 Epoch: 12 Global Step: 206920 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:46,347-Speed 3235.22 samples/sec Loss 1.0297 LearningRate 0.0144 Epoch: 12 Global Step: 206930 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:49,418-Speed 3335.22 samples/sec Loss 1.0752 LearningRate 0.0144 Epoch: 12 Global Step: 206940 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:52,480-Speed 3345.45 samples/sec Loss 1.0742 LearningRate 0.0144 Epoch: 12 Global Step: 206950 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:55,554-Speed 3331.69 samples/sec Loss 1.0749 LearningRate 0.0144 Epoch: 12 Global Step: 206960 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:08:58,624-Speed 3336.56 samples/sec Loss 1.0792 LearningRate 0.0144 Epoch: 12 Global Step: 206970 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:01,686-Speed 3344.28 samples/sec Loss 1.0731 LearningRate 0.0144 Epoch: 12 Global Step: 206980 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:09:04,754-Speed 3338.68 samples/sec Loss 1.0463 LearningRate 0.0144 Epoch: 12 Global Step: 206990 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:09:07,828-Speed 3332.09 samples/sec Loss 1.0758 LearningRate 0.0144 Epoch: 12 Global Step: 207000 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:09:10,882-Speed 3353.82 samples/sec Loss 1.0657 LearningRate 0.0144 Epoch: 12 Global Step: 207010 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:13,948-Speed 3340.80 samples/sec Loss 1.0741 LearningRate 0.0144 Epoch: 12 Global Step: 207020 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:17,015-Speed 3338.69 samples/sec Loss 1.0995 LearningRate 0.0144 Epoch: 12 Global Step: 207030 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:20,080-Speed 3342.34 samples/sec Loss 1.0676 LearningRate 0.0144 Epoch: 12 Global Step: 207040 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:23,139-Speed 3348.63 samples/sec Loss 1.0863 LearningRate 0.0144 Epoch: 12 Global Step: 207050 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:26,208-Speed 3337.54 samples/sec Loss 1.0296 LearningRate 0.0144 Epoch: 12 Global Step: 207060 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:29,288-Speed 3324.84 samples/sec Loss 1.0596 LearningRate 0.0144 Epoch: 12 Global Step: 207070 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:32,354-Speed 3340.64 samples/sec Loss 1.0500 LearningRate 0.0144 Epoch: 12 Global Step: 207080 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:35,420-Speed 3341.14 samples/sec Loss 1.0394 LearningRate 0.0144 Epoch: 12 Global Step: 207090 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:38,486-Speed 3340.22 samples/sec Loss 1.0808 LearningRate 0.0144 Epoch: 12 Global Step: 207100 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:41,564-Speed 3327.27 samples/sec Loss 1.0510 LearningRate 0.0144 Epoch: 12 Global Step: 207110 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:09:44,630-Speed 3341.45 samples/sec Loss 1.0877 LearningRate 0.0144 Epoch: 12 Global Step: 207120 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:09:47,808-Speed 3223.08 samples/sec Loss 1.0813 LearningRate 0.0144 Epoch: 12 Global Step: 207130 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:50,896-Speed 3316.49 samples/sec Loss 1.0216 LearningRate 0.0144 Epoch: 12 Global Step: 207140 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:53,970-Speed 3331.99 samples/sec Loss 1.0682 LearningRate 0.0144 Epoch: 12 Global Step: 207150 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:09:57,074-Speed 3300.40 samples/sec Loss 1.0501 LearningRate 0.0144 Epoch: 12 Global Step: 207160 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:00,160-Speed 3318.83 samples/sec Loss 1.0934 LearningRate 0.0144 Epoch: 12 Global Step: 207170 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:03,238-Speed 3327.13 samples/sec Loss 1.0740 LearningRate 0.0144 Epoch: 12 Global Step: 207180 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:06,303-Speed 3341.67 samples/sec Loss 1.0452 LearningRate 0.0144 Epoch: 12 Global Step: 207190 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:09,368-Speed 3342.23 samples/sec Loss 1.0574 LearningRate 0.0144 Epoch: 12 Global Step: 207200 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:12,480-Speed 3291.17 samples/sec Loss 1.0916 LearningRate 0.0144 Epoch: 12 Global Step: 207210 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:15,706-Speed 3175.13 samples/sec Loss 1.0047 LearningRate 0.0144 Epoch: 12 Global Step: 207220 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:18,836-Speed 3272.18 samples/sec Loss 1.0239 LearningRate 0.0144 Epoch: 12 Global Step: 207230 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:21,908-Speed 3334.36 samples/sec Loss 1.0827 LearningRate 0.0144 Epoch: 12 Global Step: 207240 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:24,972-Speed 3342.47 samples/sec Loss 1.0324 LearningRate 0.0144 Epoch: 12 Global Step: 207250 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:28,101-Speed 3273.13 samples/sec Loss 1.0429 LearningRate 0.0144 Epoch: 12 Global Step: 207260 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:31,206-Speed 3298.66 samples/sec Loss 1.1019 LearningRate 0.0144 Epoch: 12 Global Step: 207270 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:34,282-Speed 3329.76 samples/sec Loss 1.0652 LearningRate 0.0144 Epoch: 12 Global Step: 207280 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:37,365-Speed 3323.33 samples/sec Loss 1.0640 LearningRate 0.0144 Epoch: 12 Global Step: 207290 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:40,458-Speed 3310.78 samples/sec Loss 1.0917 LearningRate 0.0144 Epoch: 12 Global Step: 207300 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:43,526-Speed 3338.96 samples/sec Loss 1.0485 LearningRate 0.0144 Epoch: 12 Global Step: 207310 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:46,591-Speed 3341.24 samples/sec Loss 1.0733 LearningRate 0.0144 Epoch: 12 Global Step: 207320 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:49,642-Speed 3356.67 samples/sec Loss 1.0682 LearningRate 0.0144 Epoch: 12 Global Step: 207330 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:10:52,711-Speed 3338.43 samples/sec Loss 1.0578 LearningRate 0.0144 Epoch: 12 Global Step: 207340 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:55,780-Speed 3336.66 samples/sec Loss 1.0752 LearningRate 0.0144 Epoch: 12 Global Step: 207350 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:10:58,842-Speed 3344.88 samples/sec Loss 1.0543 LearningRate 0.0144 Epoch: 12 Global Step: 207360 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:01,924-Speed 3323.66 samples/sec Loss 1.0526 LearningRate 0.0143 Epoch: 12 Global Step: 207370 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:04,991-Speed 3340.16 samples/sec Loss 1.0669 LearningRate 0.0143 Epoch: 12 Global Step: 207380 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:08,137-Speed 3255.33 samples/sec Loss 1.1056 LearningRate 0.0143 Epoch: 12 Global Step: 207390 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:11,212-Speed 3330.41 samples/sec Loss 1.0917 LearningRate 0.0143 Epoch: 12 Global Step: 207400 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:14,311-Speed 3305.01 samples/sec Loss 1.0733 LearningRate 0.0143 Epoch: 12 Global Step: 207410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:17,414-Speed 3301.20 samples/sec Loss 1.0680 LearningRate 0.0143 Epoch: 12 Global Step: 207420 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:20,513-Speed 3304.47 samples/sec Loss 1.0671 LearningRate 0.0143 Epoch: 12 Global Step: 207430 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:23,579-Speed 3340.34 samples/sec Loss 1.0350 LearningRate 0.0143 Epoch: 12 Global Step: 207440 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:11:26,655-Speed 3330.30 samples/sec Loss 1.0805 LearningRate 0.0143 Epoch: 12 Global Step: 207450 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:11:29,722-Speed 3339.65 samples/sec Loss 1.0752 LearningRate 0.0143 Epoch: 12 Global Step: 207460 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:11:32,786-Speed 3342.60 samples/sec Loss 1.0546 LearningRate 0.0143 Epoch: 12 Global Step: 207470 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:11:35,849-Speed 3343.59 samples/sec Loss 1.0543 LearningRate 0.0143 Epoch: 12 Global Step: 207480 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:11:38,902-Speed 3354.74 samples/sec Loss 1.0936 LearningRate 0.0143 Epoch: 12 Global Step: 207490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:41,986-Speed 3321.93 samples/sec Loss 1.0590 LearningRate 0.0143 Epoch: 12 Global Step: 207500 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:45,049-Speed 3343.72 samples/sec Loss 1.0715 LearningRate 0.0143 Epoch: 12 Global Step: 207510 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:48,120-Speed 3334.50 samples/sec Loss 1.0673 LearningRate 0.0143 Epoch: 12 Global Step: 207520 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:51,195-Speed 3331.27 samples/sec Loss 1.0456 LearningRate 0.0143 Epoch: 12 Global Step: 207530 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:54,274-Speed 3325.98 samples/sec Loss 1.0188 LearningRate 0.0143 Epoch: 12 Global Step: 207540 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:11:57,352-Speed 3327.70 samples/sec Loss 1.0809 LearningRate 0.0143 Epoch: 12 Global Step: 207550 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:00,420-Speed 3338.75 samples/sec Loss 1.0488 LearningRate 0.0143 Epoch: 12 Global Step: 207560 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:03,504-Speed 3320.99 samples/sec Loss 1.0459 LearningRate 0.0143 Epoch: 12 Global Step: 207570 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:06,571-Speed 3340.44 samples/sec Loss 1.0853 LearningRate 0.0143 Epoch: 12 Global Step: 207580 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:09,639-Speed 3337.63 samples/sec Loss 1.0655 LearningRate 0.0143 Epoch: 12 Global Step: 207590 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:12:12,717-Speed 3327.18 samples/sec Loss 1.0973 LearningRate 0.0143 Epoch: 12 Global Step: 207600 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:12:15,792-Speed 3331.85 samples/sec Loss 1.0656 LearningRate 0.0143 Epoch: 12 Global Step: 207610 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:12:18,873-Speed 3323.52 samples/sec Loss 1.0150 LearningRate 0.0143 Epoch: 12 Global Step: 207620 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:12:21,965-Speed 3312.79 samples/sec Loss 1.0879 LearningRate 0.0143 Epoch: 12 Global Step: 207630 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:12:25,033-Speed 3339.29 samples/sec Loss 1.0928 LearningRate 0.0143 Epoch: 12 Global Step: 207640 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:12:28,096-Speed 3343.16 samples/sec Loss 1.1188 LearningRate 0.0143 Epoch: 12 Global Step: 207650 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:12:31,155-Speed 3349.10 samples/sec Loss 1.0814 LearningRate 0.0143 Epoch: 12 Global Step: 207660 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:34,228-Speed 3333.15 samples/sec Loss 1.1089 LearningRate 0.0143 Epoch: 12 Global Step: 207670 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:37,298-Speed 3335.24 samples/sec Loss 1.0982 LearningRate 0.0143 Epoch: 12 Global Step: 207680 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:40,362-Speed 3343.15 samples/sec Loss 1.0994 LearningRate 0.0143 Epoch: 12 Global Step: 207690 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:43,430-Speed 3338.16 samples/sec Loss 1.0839 LearningRate 0.0143 Epoch: 12 Global Step: 207700 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:46,493-Speed 3343.85 samples/sec Loss 1.0188 LearningRate 0.0143 Epoch: 12 Global Step: 207710 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:49,570-Speed 3329.09 samples/sec Loss 1.0523 LearningRate 0.0143 Epoch: 12 Global Step: 207720 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:52,649-Speed 3327.29 samples/sec Loss 1.0719 LearningRate 0.0143 Epoch: 12 Global Step: 207730 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:55,712-Speed 3343.71 samples/sec Loss 1.0807 LearningRate 0.0143 Epoch: 12 Global Step: 207740 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:12:58,779-Speed 3339.51 samples/sec Loss 1.0812 LearningRate 0.0143 Epoch: 12 Global Step: 207750 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:01,852-Speed 3332.19 samples/sec Loss 1.0950 LearningRate 0.0143 Epoch: 12 Global Step: 207760 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:04,928-Speed 3329.95 samples/sec Loss 1.1061 LearningRate 0.0143 Epoch: 12 Global Step: 207770 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:08,027-Speed 3304.95 samples/sec Loss 1.1185 LearningRate 0.0143 Epoch: 12 Global Step: 207780 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:11,144-Speed 3286.59 samples/sec Loss 1.0341 LearningRate 0.0143 Epoch: 12 Global Step: 207790 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:14,245-Speed 3301.97 samples/sec Loss 1.0665 LearningRate 0.0143 Epoch: 12 Global Step: 207800 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:17,373-Speed 3274.63 samples/sec Loss 1.0787 LearningRate 0.0142 Epoch: 12 Global Step: 207810 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:20,457-Speed 3321.51 samples/sec Loss 1.0671 LearningRate 0.0142 Epoch: 12 Global Step: 207820 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:23,524-Speed 3339.93 samples/sec Loss 1.1040 LearningRate 0.0142 Epoch: 12 Global Step: 207830 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:13:26,579-Speed 3352.14 samples/sec Loss 1.0430 LearningRate 0.0142 Epoch: 12 Global Step: 207840 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:29,648-Speed 3337.41 samples/sec Loss 1.0450 LearningRate 0.0142 Epoch: 12 Global Step: 207850 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:32,735-Speed 3318.04 samples/sec Loss 1.0801 LearningRate 0.0142 Epoch: 12 Global Step: 207860 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:35,857-Speed 3280.75 samples/sec Loss 1.0710 LearningRate 0.0142 Epoch: 12 Global Step: 207870 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:38,927-Speed 3335.92 samples/sec Loss 1.0675 LearningRate 0.0142 Epoch: 12 Global Step: 207880 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:42,091-Speed 3236.60 samples/sec Loss 1.1067 LearningRate 0.0142 Epoch: 12 Global Step: 207890 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:45,196-Speed 3299.54 samples/sec Loss 1.0422 LearningRate 0.0142 Epoch: 12 Global Step: 207900 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:48,289-Speed 3311.66 samples/sec Loss 1.0999 LearningRate 0.0142 Epoch: 12 Global Step: 207910 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:51,381-Speed 3312.09 samples/sec Loss 1.1181 LearningRate 0.0142 Epoch: 12 Global Step: 207920 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:54,477-Speed 3308.81 samples/sec Loss 1.0806 LearningRate 0.0142 Epoch: 12 Global Step: 207930 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:13:57,540-Speed 3344.19 samples/sec Loss 1.0880 LearningRate 0.0142 Epoch: 12 Global Step: 207940 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:14:00,609-Speed 3336.56 samples/sec Loss 1.0686 LearningRate 0.0142 Epoch: 12 Global Step: 207950 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:14:03,691-Speed 3324.02 samples/sec Loss 1.0683 LearningRate 0.0142 Epoch: 12 Global Step: 207960 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:14:06,762-Speed 3334.89 samples/sec Loss 1.0765 LearningRate 0.0142 Epoch: 12 Global Step: 207970 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:14:09,898-Speed 3265.82 samples/sec Loss 1.0278 LearningRate 0.0142 Epoch: 12 Global Step: 207980 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:14:12,978-Speed 3325.48 samples/sec Loss 1.1104 LearningRate 0.0142 Epoch: 12 Global Step: 207990 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:14:16,110-Speed 3271.02 samples/sec Loss 1.0944 LearningRate 0.0142 Epoch: 12 Global Step: 208000 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:15:00,323-[lfw][208000]XNorm: 21.421805 Training: 2022-04-11 21:15:00,324-[lfw][208000]Accuracy-Flip: 0.99800+-0.00296 Training: 2022-04-11 21:15:00,324-[lfw][208000]Accuracy-Highest: 0.99817 Training: 2022-04-11 21:15:51,600-[cfp_fp][208000]XNorm: 21.511615 Training: 2022-04-11 21:15:51,601-[cfp_fp][208000]Accuracy-Flip: 0.99043+-0.00456 Training: 2022-04-11 21:15:51,601-[cfp_fp][208000]Accuracy-Highest: 0.99086 Training: 2022-04-11 21:16:35,746-[agedb_30][208000]XNorm: 22.039902 Training: 2022-04-11 21:16:35,746-[agedb_30][208000]Accuracy-Flip: 0.98417+-0.00620 Training: 2022-04-11 21:16:35,747-[agedb_30][208000]Accuracy-Highest: 0.98567 Training: 2022-04-11 21:16:38,810-Speed 71.76 samples/sec Loss 1.0908 LearningRate 0.0142 Epoch: 12 Global Step: 208010 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:16:41,868-Speed 3349.78 samples/sec Loss 1.0840 LearningRate 0.0142 Epoch: 12 Global Step: 208020 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:16:44,925-Speed 3349.86 samples/sec Loss 1.0457 LearningRate 0.0142 Epoch: 12 Global Step: 208030 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:16:47,991-Speed 3341.40 samples/sec Loss 1.0887 LearningRate 0.0142 Epoch: 12 Global Step: 208040 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:16:51,047-Speed 3351.38 samples/sec Loss 1.0774 LearningRate 0.0142 Epoch: 12 Global Step: 208050 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:16:54,112-Speed 3341.18 samples/sec Loss 1.0640 LearningRate 0.0142 Epoch: 12 Global Step: 208060 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:16:57,169-Speed 3349.98 samples/sec Loss 1.0992 LearningRate 0.0142 Epoch: 12 Global Step: 208070 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:00,227-Speed 3350.66 samples/sec Loss 1.0982 LearningRate 0.0142 Epoch: 12 Global Step: 208080 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:03,288-Speed 3345.70 samples/sec Loss 1.1237 LearningRate 0.0142 Epoch: 12 Global Step: 208090 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:06,366-Speed 3327.98 samples/sec Loss 1.0741 LearningRate 0.0142 Epoch: 12 Global Step: 208100 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:09,504-Speed 3263.13 samples/sec Loss 1.0650 LearningRate 0.0142 Epoch: 12 Global Step: 208110 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:12,577-Speed 3333.17 samples/sec Loss 1.0566 LearningRate 0.0142 Epoch: 12 Global Step: 208120 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:15,648-Speed 3335.84 samples/sec Loss 1.0628 LearningRate 0.0142 Epoch: 12 Global Step: 208130 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:18,722-Speed 3331.84 samples/sec Loss 1.1243 LearningRate 0.0142 Epoch: 12 Global Step: 208140 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:21,806-Speed 3320.22 samples/sec Loss 1.0654 LearningRate 0.0142 Epoch: 12 Global Step: 208150 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:24,875-Speed 3338.27 samples/sec Loss 1.0760 LearningRate 0.0142 Epoch: 12 Global Step: 208160 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:27,952-Speed 3328.37 samples/sec Loss 1.0771 LearningRate 0.0142 Epoch: 12 Global Step: 208170 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:17:31,039-Speed 3318.33 samples/sec Loss 1.0706 LearningRate 0.0142 Epoch: 12 Global Step: 208180 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:34,187-Speed 3253.19 samples/sec Loss 1.0881 LearningRate 0.0142 Epoch: 12 Global Step: 208190 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:37,257-Speed 3336.35 samples/sec Loss 1.0725 LearningRate 0.0142 Epoch: 12 Global Step: 208200 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:40,347-Speed 3314.03 samples/sec Loss 1.0524 LearningRate 0.0142 Epoch: 12 Global Step: 208210 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:43,409-Speed 3345.66 samples/sec Loss 1.0864 LearningRate 0.0142 Epoch: 12 Global Step: 208220 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:46,474-Speed 3341.91 samples/sec Loss 1.1231 LearningRate 0.0142 Epoch: 12 Global Step: 208230 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:49,563-Speed 3315.28 samples/sec Loss 1.0798 LearningRate 0.0142 Epoch: 12 Global Step: 208240 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:52,631-Speed 3338.71 samples/sec Loss 1.0880 LearningRate 0.0141 Epoch: 12 Global Step: 208250 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:55,695-Speed 3343.55 samples/sec Loss 1.0673 LearningRate 0.0141 Epoch: 12 Global Step: 208260 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:17:58,771-Speed 3329.46 samples/sec Loss 1.1013 LearningRate 0.0141 Epoch: 12 Global Step: 208270 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:01,848-Speed 3328.85 samples/sec Loss 1.0507 LearningRate 0.0141 Epoch: 12 Global Step: 208280 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:04,910-Speed 3344.32 samples/sec Loss 1.0538 LearningRate 0.0141 Epoch: 12 Global Step: 208290 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:07,975-Speed 3341.86 samples/sec Loss 1.0660 LearningRate 0.0141 Epoch: 12 Global Step: 208300 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:11,038-Speed 3344.53 samples/sec Loss 1.0743 LearningRate 0.0141 Epoch: 12 Global Step: 208310 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:14,106-Speed 3338.20 samples/sec Loss 1.1104 LearningRate 0.0141 Epoch: 12 Global Step: 208320 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:17,171-Speed 3341.78 samples/sec Loss 1.0939 LearningRate 0.0141 Epoch: 12 Global Step: 208330 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:20,230-Speed 3348.99 samples/sec Loss 1.1007 LearningRate 0.0141 Epoch: 12 Global Step: 208340 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:23,292-Speed 3344.98 samples/sec Loss 1.0726 LearningRate 0.0141 Epoch: 12 Global Step: 208350 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:26,350-Speed 3349.28 samples/sec Loss 1.0744 LearningRate 0.0141 Epoch: 12 Global Step: 208360 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:29,416-Speed 3339.48 samples/sec Loss 1.0722 LearningRate 0.0141 Epoch: 12 Global Step: 208370 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:32,482-Speed 3341.84 samples/sec Loss 1.1099 LearningRate 0.0141 Epoch: 12 Global Step: 208380 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:35,549-Speed 3338.44 samples/sec Loss 1.1279 LearningRate 0.0141 Epoch: 12 Global Step: 208390 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:38,626-Speed 3328.73 samples/sec Loss 1.1031 LearningRate 0.0141 Epoch: 12 Global Step: 208400 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:41,819-Speed 3207.95 samples/sec Loss 1.0765 LearningRate 0.0141 Epoch: 12 Global Step: 208410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:44,969-Speed 3252.52 samples/sec Loss 1.0756 LearningRate 0.0141 Epoch: 12 Global Step: 208420 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:48,052-Speed 3322.36 samples/sec Loss 1.1097 LearningRate 0.0141 Epoch: 12 Global Step: 208430 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:51,223-Speed 3230.14 samples/sec Loss 1.0551 LearningRate 0.0141 Epoch: 12 Global Step: 208440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:18:54,349-Speed 3276.27 samples/sec Loss 1.0672 LearningRate 0.0141 Epoch: 12 Global Step: 208450 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:18:57,482-Speed 3269.13 samples/sec Loss 1.0653 LearningRate 0.0141 Epoch: 12 Global Step: 208460 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:00,545-Speed 3343.44 samples/sec Loss 1.1193 LearningRate 0.0141 Epoch: 12 Global Step: 208470 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:03,651-Speed 3297.36 samples/sec Loss 1.0778 LearningRate 0.0141 Epoch: 12 Global Step: 208480 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:06,842-Speed 3209.61 samples/sec Loss 1.0900 LearningRate 0.0141 Epoch: 12 Global Step: 208490 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:10,046-Speed 3197.21 samples/sec Loss 1.1091 LearningRate 0.0141 Epoch: 12 Global Step: 208500 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:13,154-Speed 3296.46 samples/sec Loss 1.0858 LearningRate 0.0141 Epoch: 12 Global Step: 208510 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:16,228-Speed 3331.77 samples/sec Loss 1.0803 LearningRate 0.0141 Epoch: 12 Global Step: 208520 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:19,289-Speed 3345.83 samples/sec Loss 1.0500 LearningRate 0.0141 Epoch: 12 Global Step: 208530 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:22,398-Speed 3295.08 samples/sec Loss 1.1086 LearningRate 0.0141 Epoch: 12 Global Step: 208540 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:25,448-Speed 3357.29 samples/sec Loss 1.0467 LearningRate 0.0141 Epoch: 12 Global Step: 208550 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:28,514-Speed 3341.41 samples/sec Loss 1.0397 LearningRate 0.0141 Epoch: 12 Global Step: 208560 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:31,573-Speed 3348.32 samples/sec Loss 1.1112 LearningRate 0.0141 Epoch: 12 Global Step: 208570 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:34,639-Speed 3339.58 samples/sec Loss 1.0974 LearningRate 0.0141 Epoch: 12 Global Step: 208580 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:37,713-Speed 3332.58 samples/sec Loss 1.1107 LearningRate 0.0141 Epoch: 12 Global Step: 208590 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:40,806-Speed 3312.07 samples/sec Loss 1.0579 LearningRate 0.0141 Epoch: 12 Global Step: 208600 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:43,871-Speed 3341.82 samples/sec Loss 1.0528 LearningRate 0.0141 Epoch: 12 Global Step: 208610 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:46,993-Speed 3280.13 samples/sec Loss 1.0564 LearningRate 0.0141 Epoch: 12 Global Step: 208620 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:50,075-Speed 3323.77 samples/sec Loss 1.0806 LearningRate 0.0141 Epoch: 12 Global Step: 208630 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:53,150-Speed 3330.11 samples/sec Loss 1.0284 LearningRate 0.0141 Epoch: 12 Global Step: 208640 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:56,203-Speed 3355.15 samples/sec Loss 1.0685 LearningRate 0.0141 Epoch: 12 Global Step: 208650 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:19:59,350-Speed 3254.17 samples/sec Loss 1.1245 LearningRate 0.0141 Epoch: 12 Global Step: 208660 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:02,424-Speed 3332.56 samples/sec Loss 1.0799 LearningRate 0.0141 Epoch: 12 Global Step: 208670 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:05,486-Speed 3344.62 samples/sec Loss 1.0483 LearningRate 0.0141 Epoch: 12 Global Step: 208680 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:08,549-Speed 3343.79 samples/sec Loss 1.1060 LearningRate 0.0141 Epoch: 12 Global Step: 208690 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:11,618-Speed 3337.19 samples/sec Loss 1.1137 LearningRate 0.0140 Epoch: 12 Global Step: 208700 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:14,690-Speed 3334.94 samples/sec Loss 1.1028 LearningRate 0.0140 Epoch: 12 Global Step: 208710 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:17,752-Speed 3344.91 samples/sec Loss 1.0586 LearningRate 0.0140 Epoch: 12 Global Step: 208720 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:20,868-Speed 3287.02 samples/sec Loss 1.0596 LearningRate 0.0140 Epoch: 12 Global Step: 208730 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:23,940-Speed 3334.30 samples/sec Loss 1.1071 LearningRate 0.0140 Epoch: 12 Global Step: 208740 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:26,998-Speed 3349.22 samples/sec Loss 1.0435 LearningRate 0.0140 Epoch: 12 Global Step: 208750 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:30,079-Speed 3324.14 samples/sec Loss 1.0429 LearningRate 0.0140 Epoch: 12 Global Step: 208760 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:33,151-Speed 3333.64 samples/sec Loss 1.0837 LearningRate 0.0140 Epoch: 12 Global Step: 208770 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:36,224-Speed 3333.20 samples/sec Loss 1.0591 LearningRate 0.0140 Epoch: 12 Global Step: 208780 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:39,404-Speed 3221.19 samples/sec Loss 1.1029 LearningRate 0.0140 Epoch: 12 Global Step: 208790 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:20:42,461-Speed 3351.00 samples/sec Loss 1.0666 LearningRate 0.0140 Epoch: 12 Global Step: 208800 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:20:45,529-Speed 3338.03 samples/sec Loss 1.0765 LearningRate 0.0140 Epoch: 12 Global Step: 208810 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:20:48,604-Speed 3330.65 samples/sec Loss 1.0890 LearningRate 0.0140 Epoch: 12 Global Step: 208820 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:20:51,668-Speed 3342.96 samples/sec Loss 1.0908 LearningRate 0.0140 Epoch: 12 Global Step: 208830 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:20:54,771-Speed 3300.43 samples/sec Loss 1.0780 LearningRate 0.0140 Epoch: 12 Global Step: 208840 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:20:57,839-Speed 3339.01 samples/sec Loss 1.1294 LearningRate 0.0140 Epoch: 12 Global Step: 208850 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:00,904-Speed 3341.27 samples/sec Loss 1.0981 LearningRate 0.0140 Epoch: 12 Global Step: 208860 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:03,974-Speed 3336.36 samples/sec Loss 1.0721 LearningRate 0.0140 Epoch: 12 Global Step: 208870 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:07,040-Speed 3341.37 samples/sec Loss 1.0891 LearningRate 0.0140 Epoch: 12 Global Step: 208880 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:10,105-Speed 3341.03 samples/sec Loss 1.0714 LearningRate 0.0140 Epoch: 12 Global Step: 208890 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:13,178-Speed 3332.97 samples/sec Loss 1.0747 LearningRate 0.0140 Epoch: 12 Global Step: 208900 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:16,253-Speed 3330.80 samples/sec Loss 1.0729 LearningRate 0.0140 Epoch: 12 Global Step: 208910 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:19,336-Speed 3322.26 samples/sec Loss 1.0443 LearningRate 0.0140 Epoch: 12 Global Step: 208920 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:22,452-Speed 3287.68 samples/sec Loss 1.1085 LearningRate 0.0140 Epoch: 12 Global Step: 208930 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:25,522-Speed 3336.01 samples/sec Loss 1.1293 LearningRate 0.0140 Epoch: 12 Global Step: 208940 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:28,654-Speed 3270.47 samples/sec Loss 1.0997 LearningRate 0.0140 Epoch: 12 Global Step: 208950 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:31,832-Speed 3223.04 samples/sec Loss 1.0565 LearningRate 0.0140 Epoch: 12 Global Step: 208960 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:34,948-Speed 3287.12 samples/sec Loss 1.1165 LearningRate 0.0140 Epoch: 12 Global Step: 208970 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:38,025-Speed 3328.24 samples/sec Loss 1.0363 LearningRate 0.0140 Epoch: 12 Global Step: 208980 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:41,091-Speed 3341.41 samples/sec Loss 1.0905 LearningRate 0.0140 Epoch: 12 Global Step: 208990 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:21:44,154-Speed 3342.82 samples/sec Loss 1.0881 LearningRate 0.0140 Epoch: 12 Global Step: 209000 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:47,222-Speed 3338.83 samples/sec Loss 1.0277 LearningRate 0.0140 Epoch: 12 Global Step: 209010 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:50,354-Speed 3269.94 samples/sec Loss 1.0803 LearningRate 0.0140 Epoch: 12 Global Step: 209020 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:53,490-Speed 3266.92 samples/sec Loss 1.1269 LearningRate 0.0140 Epoch: 12 Global Step: 209030 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:56,554-Speed 3342.81 samples/sec Loss 1.0992 LearningRate 0.0140 Epoch: 12 Global Step: 209040 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:21:59,617-Speed 3343.52 samples/sec Loss 1.1014 LearningRate 0.0140 Epoch: 12 Global Step: 209050 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:02,687-Speed 3336.59 samples/sec Loss 1.1110 LearningRate 0.0140 Epoch: 12 Global Step: 209060 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:05,781-Speed 3310.52 samples/sec Loss 1.0896 LearningRate 0.0140 Epoch: 12 Global Step: 209070 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:08,853-Speed 3333.04 samples/sec Loss 1.0555 LearningRate 0.0140 Epoch: 12 Global Step: 209080 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:12,045-Speed 3208.91 samples/sec Loss 1.0801 LearningRate 0.0140 Epoch: 12 Global Step: 209090 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:15,101-Speed 3352.34 samples/sec Loss 1.1198 LearningRate 0.0140 Epoch: 12 Global Step: 209100 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:18,173-Speed 3334.05 samples/sec Loss 1.0910 LearningRate 0.0140 Epoch: 12 Global Step: 209110 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:21,253-Speed 3325.13 samples/sec Loss 1.0744 LearningRate 0.0140 Epoch: 12 Global Step: 209120 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:24,323-Speed 3336.56 samples/sec Loss 1.0634 LearningRate 0.0140 Epoch: 12 Global Step: 209130 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:27,469-Speed 3255.09 samples/sec Loss 1.0719 LearningRate 0.0139 Epoch: 12 Global Step: 209140 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:30,583-Speed 3289.28 samples/sec Loss 1.0555 LearningRate 0.0139 Epoch: 12 Global Step: 209150 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:33,653-Speed 3337.01 samples/sec Loss 1.1312 LearningRate 0.0139 Epoch: 12 Global Step: 209160 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:36,727-Speed 3331.89 samples/sec Loss 1.0701 LearningRate 0.0139 Epoch: 12 Global Step: 209170 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:39,790-Speed 3343.24 samples/sec Loss 1.0656 LearningRate 0.0139 Epoch: 12 Global Step: 209180 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:42,873-Speed 3322.46 samples/sec Loss 1.0657 LearningRate 0.0139 Epoch: 12 Global Step: 209190 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:22:45,968-Speed 3308.74 samples/sec Loss 1.0576 LearningRate 0.0139 Epoch: 12 Global Step: 209200 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:22:49,051-Speed 3322.45 samples/sec Loss 1.0809 LearningRate 0.0139 Epoch: 12 Global Step: 209210 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:22:52,261-Speed 3190.66 samples/sec Loss 1.1202 LearningRate 0.0139 Epoch: 12 Global Step: 209220 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:22:55,412-Speed 3251.05 samples/sec Loss 1.0936 LearningRate 0.0139 Epoch: 12 Global Step: 209230 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:22:58,492-Speed 3325.50 samples/sec Loss 1.0549 LearningRate 0.0139 Epoch: 12 Global Step: 209240 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:23:01,556-Speed 3343.15 samples/sec Loss 1.0498 LearningRate 0.0139 Epoch: 12 Global Step: 209250 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:23:04,620-Speed 3342.21 samples/sec Loss 1.0769 LearningRate 0.0139 Epoch: 12 Global Step: 209260 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:23:07,698-Speed 3327.52 samples/sec Loss 1.1180 LearningRate 0.0139 Epoch: 12 Global Step: 209270 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:23:10,749-Speed 3356.44 samples/sec Loss 1.0800 LearningRate 0.0139 Epoch: 12 Global Step: 209280 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:13,846-Speed 3307.36 samples/sec Loss 1.0682 LearningRate 0.0139 Epoch: 12 Global Step: 209290 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:16,949-Speed 3301.63 samples/sec Loss 1.1107 LearningRate 0.0139 Epoch: 12 Global Step: 209300 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:20,036-Speed 3317.71 samples/sec Loss 1.1105 LearningRate 0.0139 Epoch: 12 Global Step: 209310 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:23,103-Speed 3339.57 samples/sec Loss 1.0427 LearningRate 0.0139 Epoch: 12 Global Step: 209320 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:26,184-Speed 3324.18 samples/sec Loss 1.0723 LearningRate 0.0139 Epoch: 12 Global Step: 209330 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:29,260-Speed 3329.97 samples/sec Loss 1.0937 LearningRate 0.0139 Epoch: 12 Global Step: 209340 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:32,412-Speed 3249.14 samples/sec Loss 1.0718 LearningRate 0.0139 Epoch: 12 Global Step: 209350 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:35,637-Speed 3176.32 samples/sec Loss 1.0981 LearningRate 0.0139 Epoch: 12 Global Step: 209360 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:38,713-Speed 3329.53 samples/sec Loss 1.0784 LearningRate 0.0139 Epoch: 12 Global Step: 209370 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:41,784-Speed 3335.01 samples/sec Loss 1.0745 LearningRate 0.0139 Epoch: 12 Global Step: 209380 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:23:44,861-Speed 3329.27 samples/sec Loss 1.0907 LearningRate 0.0139 Epoch: 12 Global Step: 209390 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:23:47,918-Speed 3350.13 samples/sec Loss 1.1275 LearningRate 0.0139 Epoch: 12 Global Step: 209400 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:50,983-Speed 3342.21 samples/sec Loss 1.0922 LearningRate 0.0139 Epoch: 12 Global Step: 209410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:54,050-Speed 3339.14 samples/sec Loss 1.0899 LearningRate 0.0139 Epoch: 12 Global Step: 209420 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:23:57,120-Speed 3336.73 samples/sec Loss 1.0806 LearningRate 0.0139 Epoch: 12 Global Step: 209430 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:00,188-Speed 3338.47 samples/sec Loss 1.0518 LearningRate 0.0139 Epoch: 12 Global Step: 209440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:03,255-Speed 3339.09 samples/sec Loss 1.0919 LearningRate 0.0139 Epoch: 12 Global Step: 209450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:06,338-Speed 3322.59 samples/sec Loss 1.0722 LearningRate 0.0139 Epoch: 12 Global Step: 209460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:09,412-Speed 3332.02 samples/sec Loss 1.0501 LearningRate 0.0139 Epoch: 12 Global Step: 209470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:12,491-Speed 3326.48 samples/sec Loss 1.0850 LearningRate 0.0139 Epoch: 12 Global Step: 209480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:15,563-Speed 3333.47 samples/sec Loss 1.0742 LearningRate 0.0139 Epoch: 12 Global Step: 209490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:18,632-Speed 3337.34 samples/sec Loss 1.1085 LearningRate 0.0139 Epoch: 12 Global Step: 209500 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:24:21,706-Speed 3332.11 samples/sec Loss 1.0495 LearningRate 0.0139 Epoch: 12 Global Step: 209510 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:24:24,768-Speed 3345.13 samples/sec Loss 1.1065 LearningRate 0.0139 Epoch: 12 Global Step: 209520 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:24:27,834-Speed 3340.99 samples/sec Loss 1.0752 LearningRate 0.0139 Epoch: 12 Global Step: 209530 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:24:30,919-Speed 3319.30 samples/sec Loss 1.0986 LearningRate 0.0139 Epoch: 12 Global Step: 209540 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:24:33,985-Speed 3341.24 samples/sec Loss 1.0962 LearningRate 0.0139 Epoch: 12 Global Step: 209550 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:37,052-Speed 3339.65 samples/sec Loss 1.1107 LearningRate 0.0139 Epoch: 12 Global Step: 209560 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:40,137-Speed 3320.40 samples/sec Loss 1.1107 LearningRate 0.0139 Epoch: 12 Global Step: 209570 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:43,243-Speed 3297.29 samples/sec Loss 1.1037 LearningRate 0.0139 Epoch: 12 Global Step: 209580 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:46,321-Speed 3327.04 samples/sec Loss 1.0949 LearningRate 0.0138 Epoch: 12 Global Step: 209590 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:49,396-Speed 3331.60 samples/sec Loss 1.1201 LearningRate 0.0138 Epoch: 12 Global Step: 209600 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:52,481-Speed 3319.20 samples/sec Loss 1.1494 LearningRate 0.0138 Epoch: 12 Global Step: 209610 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:55,651-Speed 3231.07 samples/sec Loss 1.1149 LearningRate 0.0138 Epoch: 12 Global Step: 209620 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:24:58,733-Speed 3323.52 samples/sec Loss 1.0624 LearningRate 0.0138 Epoch: 12 Global Step: 209630 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:01,801-Speed 3338.85 samples/sec Loss 1.0530 LearningRate 0.0138 Epoch: 12 Global Step: 209640 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:04,966-Speed 3237.21 samples/sec Loss 1.0489 LearningRate 0.0138 Epoch: 12 Global Step: 209650 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:25:08,069-Speed 3300.85 samples/sec Loss 1.0776 LearningRate 0.0138 Epoch: 12 Global Step: 209660 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:25:11,203-Speed 3267.66 samples/sec Loss 1.0777 LearningRate 0.0138 Epoch: 12 Global Step: 209670 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:25:14,337-Speed 3268.84 samples/sec Loss 1.1317 LearningRate 0.0138 Epoch: 12 Global Step: 209680 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:25:17,432-Speed 3308.36 samples/sec Loss 1.1124 LearningRate 0.0138 Epoch: 12 Global Step: 209690 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:25:20,520-Speed 3316.78 samples/sec Loss 1.0621 LearningRate 0.0138 Epoch: 12 Global Step: 209700 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:23,671-Speed 3250.76 samples/sec Loss 1.0454 LearningRate 0.0138 Epoch: 12 Global Step: 209710 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:26,747-Speed 3330.18 samples/sec Loss 1.1047 LearningRate 0.0138 Epoch: 12 Global Step: 209720 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:29,832-Speed 3320.61 samples/sec Loss 1.0586 LearningRate 0.0138 Epoch: 12 Global Step: 209730 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:32,917-Speed 3320.09 samples/sec Loss 1.0845 LearningRate 0.0138 Epoch: 12 Global Step: 209740 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:36,001-Speed 3321.08 samples/sec Loss 1.0431 LearningRate 0.0138 Epoch: 12 Global Step: 209750 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:25:39,087-Speed 3318.30 samples/sec Loss 1.1489 LearningRate 0.0138 Epoch: 12 Global Step: 209760 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:25:42,166-Speed 3326.57 samples/sec Loss 1.0748 LearningRate 0.0138 Epoch: 12 Global Step: 209770 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:25:45,238-Speed 3334.10 samples/sec Loss 1.0851 LearningRate 0.0138 Epoch: 12 Global Step: 209780 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:25:48,301-Speed 3343.64 samples/sec Loss 1.0972 LearningRate 0.0138 Epoch: 12 Global Step: 209790 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:25:51,384-Speed 3322.48 samples/sec Loss 1.0852 LearningRate 0.0138 Epoch: 12 Global Step: 209800 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:25:54,450-Speed 3340.81 samples/sec Loss 1.0713 LearningRate 0.0138 Epoch: 12 Global Step: 209810 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:25:57,517-Speed 3340.10 samples/sec Loss 1.0684 LearningRate 0.0138 Epoch: 12 Global Step: 209820 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:26:00,590-Speed 3332.87 samples/sec Loss 1.0968 LearningRate 0.0138 Epoch: 12 Global Step: 209830 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:26:03,661-Speed 3335.27 samples/sec Loss 1.0882 LearningRate 0.0138 Epoch: 12 Global Step: 209840 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:26:06,744-Speed 3322.33 samples/sec Loss 1.0790 LearningRate 0.0138 Epoch: 12 Global Step: 209850 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:26:09,871-Speed 3275.31 samples/sec Loss 1.0895 LearningRate 0.0138 Epoch: 12 Global Step: 209860 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:12,945-Speed 3331.48 samples/sec Loss 1.0868 LearningRate 0.0138 Epoch: 12 Global Step: 209870 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:16,009-Speed 3343.04 samples/sec Loss 1.0929 LearningRate 0.0138 Epoch: 12 Global Step: 209880 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:19,083-Speed 3331.18 samples/sec Loss 1.1155 LearningRate 0.0138 Epoch: 12 Global Step: 209890 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:22,160-Speed 3329.27 samples/sec Loss 1.0853 LearningRate 0.0138 Epoch: 12 Global Step: 209900 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:25,227-Speed 3340.06 samples/sec Loss 1.1014 LearningRate 0.0138 Epoch: 12 Global Step: 209910 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:28,288-Speed 3345.33 samples/sec Loss 1.0890 LearningRate 0.0138 Epoch: 12 Global Step: 209920 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:31,359-Speed 3335.06 samples/sec Loss 1.1177 LearningRate 0.0138 Epoch: 12 Global Step: 209930 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:34,490-Speed 3271.33 samples/sec Loss 1.0741 LearningRate 0.0138 Epoch: 12 Global Step: 209940 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:37,603-Speed 3290.67 samples/sec Loss 1.0846 LearningRate 0.0138 Epoch: 12 Global Step: 209950 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:26:40,707-Speed 3299.68 samples/sec Loss 1.0980 LearningRate 0.0138 Epoch: 12 Global Step: 209960 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:26:43,831-Speed 3278.37 samples/sec Loss 1.0913 LearningRate 0.0138 Epoch: 12 Global Step: 209970 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:26:46,955-Speed 3278.54 samples/sec Loss 1.1046 LearningRate 0.0138 Epoch: 12 Global Step: 209980 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:26:50,061-Speed 3298.00 samples/sec Loss 1.0747 LearningRate 0.0138 Epoch: 12 Global Step: 209990 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:26:53,133-Speed 3334.53 samples/sec Loss 1.0967 LearningRate 0.0138 Epoch: 12 Global Step: 210000 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:27:37,212-[lfw][210000]XNorm: 22.479736 Training: 2022-04-11 21:27:37,212-[lfw][210000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-11 21:27:37,213-[lfw][210000]Accuracy-Highest: 0.99817 Training: 2022-04-11 21:28:28,408-[cfp_fp][210000]XNorm: 23.074610 Training: 2022-04-11 21:28:28,408-[cfp_fp][210000]Accuracy-Flip: 0.98957+-0.00550 Training: 2022-04-11 21:28:28,409-[cfp_fp][210000]Accuracy-Highest: 0.99086 Training: 2022-04-11 21:29:12,923-[agedb_30][210000]XNorm: 23.605374 Training: 2022-04-11 21:29:12,923-[agedb_30][210000]Accuracy-Flip: 0.98500+-0.00749 Training: 2022-04-11 21:29:12,924-[agedb_30][210000]Accuracy-Highest: 0.98567 Training: 2022-04-11 21:29:15,989-Speed 71.68 samples/sec Loss 1.0717 LearningRate 0.0138 Epoch: 12 Global Step: 210010 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:29:19,047-Speed 3349.59 samples/sec Loss 1.1044 LearningRate 0.0138 Epoch: 12 Global Step: 210020 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:29:22,144-Speed 3307.39 samples/sec Loss 1.1058 LearningRate 0.0138 Epoch: 12 Global Step: 210030 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:25,268-Speed 3278.55 samples/sec Loss 1.0862 LearningRate 0.0137 Epoch: 12 Global Step: 210040 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:28,329-Speed 3345.62 samples/sec Loss 1.1000 LearningRate 0.0137 Epoch: 12 Global Step: 210050 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:31,424-Speed 3309.49 samples/sec Loss 1.0991 LearningRate 0.0137 Epoch: 12 Global Step: 210060 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:34,492-Speed 3338.11 samples/sec Loss 1.0844 LearningRate 0.0137 Epoch: 12 Global Step: 210070 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:37,564-Speed 3333.73 samples/sec Loss 1.1008 LearningRate 0.0137 Epoch: 12 Global Step: 210080 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:40,688-Speed 3279.27 samples/sec Loss 1.1230 LearningRate 0.0137 Epoch: 12 Global Step: 210090 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:43,765-Speed 3328.32 samples/sec Loss 1.0609 LearningRate 0.0137 Epoch: 12 Global Step: 210100 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:46,911-Speed 3255.62 samples/sec Loss 1.0699 LearningRate 0.0137 Epoch: 12 Global Step: 210110 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:49,995-Speed 3321.70 samples/sec Loss 1.1040 LearningRate 0.0137 Epoch: 12 Global Step: 210120 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:29:53,063-Speed 3337.41 samples/sec Loss 1.0581 LearningRate 0.0137 Epoch: 12 Global Step: 210130 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:29:56,128-Speed 3342.72 samples/sec Loss 1.0783 LearningRate 0.0137 Epoch: 12 Global Step: 210140 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:29:59,193-Speed 3341.28 samples/sec Loss 1.1069 LearningRate 0.0137 Epoch: 12 Global Step: 210150 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:02,266-Speed 3332.86 samples/sec Loss 1.0762 LearningRate 0.0137 Epoch: 12 Global Step: 210160 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:05,330-Speed 3342.84 samples/sec Loss 1.1299 LearningRate 0.0137 Epoch: 12 Global Step: 210170 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:08,408-Speed 3327.44 samples/sec Loss 1.1074 LearningRate 0.0137 Epoch: 12 Global Step: 210180 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:11,467-Speed 3349.05 samples/sec Loss 1.0832 LearningRate 0.0137 Epoch: 12 Global Step: 210190 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:14,649-Speed 3218.11 samples/sec Loss 1.0950 LearningRate 0.0137 Epoch: 12 Global Step: 210200 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:17,723-Speed 3332.72 samples/sec Loss 1.0660 LearningRate 0.0137 Epoch: 12 Global Step: 210210 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:20,791-Speed 3338.51 samples/sec Loss 1.1036 LearningRate 0.0137 Epoch: 12 Global Step: 210220 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:23,886-Speed 3308.42 samples/sec Loss 1.0941 LearningRate 0.0137 Epoch: 12 Global Step: 210230 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:26,958-Speed 3334.80 samples/sec Loss 1.0575 LearningRate 0.0137 Epoch: 12 Global Step: 210240 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:30,055-Speed 3306.55 samples/sec Loss 1.1090 LearningRate 0.0137 Epoch: 12 Global Step: 210250 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:33,140-Speed 3320.82 samples/sec Loss 1.1184 LearningRate 0.0137 Epoch: 12 Global Step: 210260 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:36,198-Speed 3348.92 samples/sec Loss 1.1173 LearningRate 0.0137 Epoch: 12 Global Step: 210270 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:39,269-Speed 3336.22 samples/sec Loss 1.0829 LearningRate 0.0137 Epoch: 12 Global Step: 210280 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:42,331-Speed 3344.62 samples/sec Loss 1.0775 LearningRate 0.0137 Epoch: 12 Global Step: 210290 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:45,411-Speed 3325.51 samples/sec Loss 1.0885 LearningRate 0.0137 Epoch: 12 Global Step: 210300 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:48,478-Speed 3338.66 samples/sec Loss 1.1646 LearningRate 0.0137 Epoch: 12 Global Step: 210310 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:30:51,529-Speed 3357.33 samples/sec Loss 1.0929 LearningRate 0.0137 Epoch: 12 Global Step: 210320 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:30:54,597-Speed 3338.79 samples/sec Loss 1.0809 LearningRate 0.0137 Epoch: 12 Global Step: 210330 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:30:57,661-Speed 3343.12 samples/sec Loss 1.1273 LearningRate 0.0137 Epoch: 12 Global Step: 210340 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:00,736-Speed 3329.90 samples/sec Loss 1.0969 LearningRate 0.0137 Epoch: 12 Global Step: 210350 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:03,804-Speed 3338.72 samples/sec Loss 1.0921 LearningRate 0.0137 Epoch: 12 Global Step: 210360 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:06,860-Speed 3351.74 samples/sec Loss 1.0701 LearningRate 0.0137 Epoch: 12 Global Step: 210370 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:09,933-Speed 3332.94 samples/sec Loss 1.1249 LearningRate 0.0137 Epoch: 12 Global Step: 210380 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:13,011-Speed 3328.26 samples/sec Loss 1.1260 LearningRate 0.0137 Epoch: 12 Global Step: 210390 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:16,074-Speed 3343.11 samples/sec Loss 1.0641 LearningRate 0.0137 Epoch: 12 Global Step: 210400 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:19,155-Speed 3324.40 samples/sec Loss 1.0748 LearningRate 0.0137 Epoch: 12 Global Step: 210410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:22,214-Speed 3348.78 samples/sec Loss 1.1083 LearningRate 0.0137 Epoch: 12 Global Step: 210420 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:31:25,266-Speed 3355.50 samples/sec Loss 1.1356 LearningRate 0.0137 Epoch: 12 Global Step: 210430 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:28,344-Speed 3328.48 samples/sec Loss 1.1097 LearningRate 0.0137 Epoch: 12 Global Step: 210440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:31,408-Speed 3342.94 samples/sec Loss 1.0977 LearningRate 0.0137 Epoch: 12 Global Step: 210450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:34,467-Speed 3347.79 samples/sec Loss 1.1236 LearningRate 0.0137 Epoch: 12 Global Step: 210460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:37,536-Speed 3337.17 samples/sec Loss 1.1666 LearningRate 0.0137 Epoch: 12 Global Step: 210470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:40,612-Speed 3329.73 samples/sec Loss 1.1124 LearningRate 0.0137 Epoch: 12 Global Step: 210480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:43,671-Speed 3348.16 samples/sec Loss 1.1346 LearningRate 0.0136 Epoch: 12 Global Step: 210490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:46,744-Speed 3333.45 samples/sec Loss 1.1162 LearningRate 0.0136 Epoch: 12 Global Step: 210500 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:49,828-Speed 3321.21 samples/sec Loss 1.1506 LearningRate 0.0136 Epoch: 12 Global Step: 210510 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:52,893-Speed 3341.60 samples/sec Loss 1.0953 LearningRate 0.0136 Epoch: 12 Global Step: 210520 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:31:55,961-Speed 3338.41 samples/sec Loss 1.1514 LearningRate 0.0136 Epoch: 12 Global Step: 210530 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:31:59,060-Speed 3305.35 samples/sec Loss 1.1142 LearningRate 0.0136 Epoch: 12 Global Step: 210540 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:32:02,127-Speed 3339.10 samples/sec Loss 1.1083 LearningRate 0.0136 Epoch: 12 Global Step: 210550 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:32:05,193-Speed 3340.87 samples/sec Loss 1.0828 LearningRate 0.0136 Epoch: 12 Global Step: 210560 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:32:08,236-Speed 3366.41 samples/sec Loss 1.1170 LearningRate 0.0136 Epoch: 12 Global Step: 210570 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:11,300-Speed 3342.20 samples/sec Loss 1.1032 LearningRate 0.0136 Epoch: 12 Global Step: 210580 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:14,360-Speed 3347.41 samples/sec Loss 1.0918 LearningRate 0.0136 Epoch: 12 Global Step: 210590 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:17,432-Speed 3334.20 samples/sec Loss 1.1134 LearningRate 0.0136 Epoch: 12 Global Step: 210600 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:20,503-Speed 3335.03 samples/sec Loss 1.0833 LearningRate 0.0136 Epoch: 12 Global Step: 210610 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:23,617-Speed 3288.75 samples/sec Loss 1.0441 LearningRate 0.0136 Epoch: 12 Global Step: 210620 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:26,686-Speed 3338.23 samples/sec Loss 1.0863 LearningRate 0.0136 Epoch: 12 Global Step: 210630 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:29,746-Speed 3346.70 samples/sec Loss 1.0565 LearningRate 0.0136 Epoch: 12 Global Step: 210640 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:32,818-Speed 3333.99 samples/sec Loss 1.0737 LearningRate 0.0136 Epoch: 12 Global Step: 210650 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:35,877-Speed 3347.96 samples/sec Loss 1.1053 LearningRate 0.0136 Epoch: 12 Global Step: 210660 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:32:38,955-Speed 3327.80 samples/sec Loss 1.1215 LearningRate 0.0136 Epoch: 12 Global Step: 210670 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:32:42,029-Speed 3331.92 samples/sec Loss 1.0930 LearningRate 0.0136 Epoch: 12 Global Step: 210680 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:32:45,097-Speed 3337.92 samples/sec Loss 1.0929 LearningRate 0.0136 Epoch: 12 Global Step: 210690 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:32:48,174-Speed 3328.85 samples/sec Loss 1.0747 LearningRate 0.0136 Epoch: 12 Global Step: 210700 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:32:51,242-Speed 3338.94 samples/sec Loss 1.0718 LearningRate 0.0136 Epoch: 12 Global Step: 210710 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:32:54,299-Speed 3350.28 samples/sec Loss 1.0763 LearningRate 0.0136 Epoch: 12 Global Step: 210720 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:32:57,366-Speed 3339.82 samples/sec Loss 1.1316 LearningRate 0.0136 Epoch: 12 Global Step: 210730 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:00,429-Speed 3344.40 samples/sec Loss 1.1010 LearningRate 0.0136 Epoch: 12 Global Step: 210740 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:03,492-Speed 3343.29 samples/sec Loss 1.0950 LearningRate 0.0136 Epoch: 12 Global Step: 210750 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:06,564-Speed 3334.45 samples/sec Loss 1.0933 LearningRate 0.0136 Epoch: 12 Global Step: 210760 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:09,649-Speed 3320.02 samples/sec Loss 1.0918 LearningRate 0.0136 Epoch: 12 Global Step: 210770 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:12,721-Speed 3333.96 samples/sec Loss 1.1095 LearningRate 0.0136 Epoch: 12 Global Step: 210780 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:15,794-Speed 3333.63 samples/sec Loss 1.0866 LearningRate 0.0136 Epoch: 12 Global Step: 210790 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:18,852-Speed 3348.64 samples/sec Loss 1.1301 LearningRate 0.0136 Epoch: 12 Global Step: 210800 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:21,912-Speed 3347.05 samples/sec Loss 1.1281 LearningRate 0.0136 Epoch: 12 Global Step: 210810 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:24,985-Speed 3333.31 samples/sec Loss 1.1173 LearningRate 0.0136 Epoch: 12 Global Step: 210820 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:28,045-Speed 3347.48 samples/sec Loss 1.1551 LearningRate 0.0136 Epoch: 12 Global Step: 210830 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:31,244-Speed 3201.46 samples/sec Loss 1.1159 LearningRate 0.0136 Epoch: 12 Global Step: 210840 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:34,474-Speed 3171.28 samples/sec Loss 1.1378 LearningRate 0.0136 Epoch: 12 Global Step: 210850 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:33:37,635-Speed 3239.75 samples/sec Loss 1.1072 LearningRate 0.0136 Epoch: 12 Global Step: 210860 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:40,706-Speed 3335.79 samples/sec Loss 1.0979 LearningRate 0.0136 Epoch: 12 Global Step: 210870 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:43,778-Speed 3334.09 samples/sec Loss 1.0770 LearningRate 0.0136 Epoch: 12 Global Step: 210880 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:46,845-Speed 3339.12 samples/sec Loss 1.0781 LearningRate 0.0136 Epoch: 12 Global Step: 210890 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:49,913-Speed 3338.15 samples/sec Loss 1.1469 LearningRate 0.0136 Epoch: 12 Global Step: 210900 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:52,990-Speed 3328.69 samples/sec Loss 1.1127 LearningRate 0.0136 Epoch: 12 Global Step: 210910 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:56,053-Speed 3343.82 samples/sec Loss 1.1474 LearningRate 0.0136 Epoch: 12 Global Step: 210920 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:33:59,254-Speed 3200.00 samples/sec Loss 1.1611 LearningRate 0.0136 Epoch: 12 Global Step: 210930 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:02,340-Speed 3318.59 samples/sec Loss 1.0889 LearningRate 0.0135 Epoch: 12 Global Step: 210940 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:05,411-Speed 3335.35 samples/sec Loss 1.0322 LearningRate 0.0135 Epoch: 12 Global Step: 210950 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:08,476-Speed 3341.89 samples/sec Loss 1.1321 LearningRate 0.0135 Epoch: 12 Global Step: 210960 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:34:11,559-Speed 3322.32 samples/sec Loss 1.0583 LearningRate 0.0135 Epoch: 12 Global Step: 210970 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:34:14,625-Speed 3340.83 samples/sec Loss 1.1160 LearningRate 0.0135 Epoch: 12 Global Step: 210980 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:34:17,693-Speed 3338.17 samples/sec Loss 1.1132 LearningRate 0.0135 Epoch: 12 Global Step: 210990 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:34:20,744-Speed 3356.95 samples/sec Loss 1.1244 LearningRate 0.0135 Epoch: 12 Global Step: 211000 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:23,807-Speed 3344.35 samples/sec Loss 1.1259 LearningRate 0.0135 Epoch: 12 Global Step: 211010 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:26,867-Speed 3347.84 samples/sec Loss 1.1029 LearningRate 0.0135 Epoch: 12 Global Step: 211020 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:29,966-Speed 3304.47 samples/sec Loss 1.1148 LearningRate 0.0135 Epoch: 12 Global Step: 211030 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:33,085-Speed 3283.58 samples/sec Loss 1.0857 LearningRate 0.0135 Epoch: 12 Global Step: 211040 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:36,155-Speed 3336.62 samples/sec Loss 1.1219 LearningRate 0.0135 Epoch: 12 Global Step: 211050 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:39,221-Speed 3340.46 samples/sec Loss 1.0999 LearningRate 0.0135 Epoch: 12 Global Step: 211060 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:42,285-Speed 3343.08 samples/sec Loss 1.0791 LearningRate 0.0135 Epoch: 12 Global Step: 211070 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:45,369-Speed 3321.88 samples/sec Loss 1.1145 LearningRate 0.0135 Epoch: 12 Global Step: 211080 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:48,434-Speed 3341.01 samples/sec Loss 1.1229 LearningRate 0.0135 Epoch: 12 Global Step: 211090 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:34:51,498-Speed 3342.77 samples/sec Loss 1.1111 LearningRate 0.0135 Epoch: 12 Global Step: 211100 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:34:54,564-Speed 3340.53 samples/sec Loss 1.1328 LearningRate 0.0135 Epoch: 12 Global Step: 211110 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:34:57,631-Speed 3339.51 samples/sec Loss 1.1065 LearningRate 0.0135 Epoch: 12 Global Step: 211120 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:00,700-Speed 3338.41 samples/sec Loss 1.0312 LearningRate 0.0135 Epoch: 12 Global Step: 211130 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:03,785-Speed 3319.45 samples/sec Loss 1.1018 LearningRate 0.0135 Epoch: 12 Global Step: 211140 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:06,873-Speed 3316.47 samples/sec Loss 1.1241 LearningRate 0.0135 Epoch: 12 Global Step: 211150 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:09,939-Speed 3341.27 samples/sec Loss 1.0732 LearningRate 0.0135 Epoch: 12 Global Step: 211160 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:13,012-Speed 3332.62 samples/sec Loss 1.0865 LearningRate 0.0135 Epoch: 12 Global Step: 211170 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:16,071-Speed 3347.92 samples/sec Loss 1.0848 LearningRate 0.0135 Epoch: 12 Global Step: 211180 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:19,140-Speed 3337.87 samples/sec Loss 1.0619 LearningRate 0.0135 Epoch: 12 Global Step: 211190 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:22,206-Speed 3340.12 samples/sec Loss 1.1053 LearningRate 0.0135 Epoch: 12 Global Step: 211200 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:25,294-Speed 3317.10 samples/sec Loss 1.0968 LearningRate 0.0135 Epoch: 12 Global Step: 211210 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:28,533-Speed 3161.95 samples/sec Loss 1.1038 LearningRate 0.0135 Epoch: 12 Global Step: 211220 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:31,607-Speed 3332.23 samples/sec Loss 1.0748 LearningRate 0.0135 Epoch: 12 Global Step: 211230 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:34,716-Speed 3294.41 samples/sec Loss 1.0938 LearningRate 0.0135 Epoch: 12 Global Step: 211240 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:37,852-Speed 3266.30 samples/sec Loss 1.0830 LearningRate 0.0135 Epoch: 12 Global Step: 211250 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:40,935-Speed 3322.10 samples/sec Loss 1.1053 LearningRate 0.0135 Epoch: 12 Global Step: 211260 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:44,008-Speed 3333.91 samples/sec Loss 1.0837 LearningRate 0.0135 Epoch: 12 Global Step: 211270 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:47,075-Speed 3339.39 samples/sec Loss 1.1085 LearningRate 0.0135 Epoch: 12 Global Step: 211280 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:50,140-Speed 3341.49 samples/sec Loss 1.0763 LearningRate 0.0135 Epoch: 12 Global Step: 211290 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:53,209-Speed 3336.95 samples/sec Loss 1.0592 LearningRate 0.0135 Epoch: 12 Global Step: 211300 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:35:56,329-Speed 3283.45 samples/sec Loss 1.1161 LearningRate 0.0135 Epoch: 12 Global Step: 211310 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:35:59,401-Speed 3334.19 samples/sec Loss 1.1070 LearningRate 0.0135 Epoch: 12 Global Step: 211320 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:02,484-Speed 3322.03 samples/sec Loss 1.0915 LearningRate 0.0135 Epoch: 12 Global Step: 211330 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:05,549-Speed 3341.50 samples/sec Loss 1.1026 LearningRate 0.0135 Epoch: 12 Global Step: 211340 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:08,614-Speed 3341.34 samples/sec Loss 1.0788 LearningRate 0.0135 Epoch: 12 Global Step: 211350 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:11,678-Speed 3342.96 samples/sec Loss 1.0877 LearningRate 0.0135 Epoch: 12 Global Step: 211360 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:14,754-Speed 3330.65 samples/sec Loss 1.1180 LearningRate 0.0135 Epoch: 12 Global Step: 211370 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:17,824-Speed 3335.69 samples/sec Loss 1.0605 LearningRate 0.0135 Epoch: 12 Global Step: 211380 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:20,993-Speed 3231.78 samples/sec Loss 1.0955 LearningRate 0.0135 Epoch: 12 Global Step: 211390 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:24,071-Speed 3327.81 samples/sec Loss 1.1648 LearningRate 0.0134 Epoch: 12 Global Step: 211400 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:27,149-Speed 3327.67 samples/sec Loss 1.1176 LearningRate 0.0134 Epoch: 12 Global Step: 211410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:30,260-Speed 3292.80 samples/sec Loss 1.0996 LearningRate 0.0134 Epoch: 12 Global Step: 211420 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:36:33,323-Speed 3344.10 samples/sec Loss 1.1141 LearningRate 0.0134 Epoch: 12 Global Step: 211430 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:36:36,432-Speed 3293.85 samples/sec Loss 1.1115 LearningRate 0.0134 Epoch: 12 Global Step: 211440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:40,303-Speed 2645.52 samples/sec Loss 1.1178 LearningRate 0.0134 Epoch: 12 Global Step: 211450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:43,409-Speed 3298.03 samples/sec Loss 1.0949 LearningRate 0.0134 Epoch: 12 Global Step: 211460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:46,541-Speed 3271.07 samples/sec Loss 1.1277 LearningRate 0.0134 Epoch: 12 Global Step: 211470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:49,634-Speed 3311.57 samples/sec Loss 1.1369 LearningRate 0.0134 Epoch: 12 Global Step: 211480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:52,695-Speed 3346.26 samples/sec Loss 1.0710 LearningRate 0.0134 Epoch: 12 Global Step: 211490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:55,816-Speed 3281.82 samples/sec Loss 1.0981 LearningRate 0.0134 Epoch: 12 Global Step: 211500 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:36:58,878-Speed 3344.38 samples/sec Loss 1.1290 LearningRate 0.0134 Epoch: 12 Global Step: 211510 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:37:01,938-Speed 3347.93 samples/sec Loss 1.1148 LearningRate 0.0134 Epoch: 12 Global Step: 211520 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:37:05,016-Speed 3327.36 samples/sec Loss 1.0704 LearningRate 0.0134 Epoch: 12 Global Step: 211530 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:37:08,084-Speed 3338.58 samples/sec Loss 1.1113 LearningRate 0.0134 Epoch: 12 Global Step: 211540 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:11,174-Speed 3314.78 samples/sec Loss 1.0656 LearningRate 0.0134 Epoch: 12 Global Step: 211550 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:14,243-Speed 3337.72 samples/sec Loss 1.0939 LearningRate 0.0134 Epoch: 12 Global Step: 211560 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:17,322-Speed 3325.95 samples/sec Loss 1.1140 LearningRate 0.0134 Epoch: 12 Global Step: 211570 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:20,402-Speed 3325.54 samples/sec Loss 1.0915 LearningRate 0.0134 Epoch: 12 Global Step: 211580 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:23,466-Speed 3342.47 samples/sec Loss 1.0645 LearningRate 0.0134 Epoch: 12 Global Step: 211590 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:26,550-Speed 3321.67 samples/sec Loss 1.0651 LearningRate 0.0134 Epoch: 12 Global Step: 211600 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:29,615-Speed 3341.33 samples/sec Loss 1.0435 LearningRate 0.0134 Epoch: 12 Global Step: 211610 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:32,683-Speed 3339.33 samples/sec Loss 1.0767 LearningRate 0.0134 Epoch: 12 Global Step: 211620 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:35,754-Speed 3334.54 samples/sec Loss 1.0869 LearningRate 0.0134 Epoch: 12 Global Step: 211630 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:38,811-Speed 3350.94 samples/sec Loss 1.1351 LearningRate 0.0134 Epoch: 12 Global Step: 211640 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:41,886-Speed 3329.85 samples/sec Loss 1.1234 LearningRate 0.0134 Epoch: 12 Global Step: 211650 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:45,016-Speed 3272.91 samples/sec Loss 1.0829 LearningRate 0.0134 Epoch: 12 Global Step: 211660 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:48,125-Speed 3294.10 samples/sec Loss 1.0765 LearningRate 0.0134 Epoch: 12 Global Step: 211670 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:51,206-Speed 3323.85 samples/sec Loss 1.0879 LearningRate 0.0134 Epoch: 12 Global Step: 211680 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:54,294-Speed 3317.98 samples/sec Loss 1.0728 LearningRate 0.0134 Epoch: 12 Global Step: 211690 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:37:57,558-Speed 3138.16 samples/sec Loss 1.1324 LearningRate 0.0134 Epoch: 12 Global Step: 211700 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:38:00,653-Speed 3309.54 samples/sec Loss 1.0638 LearningRate 0.0134 Epoch: 12 Global Step: 211710 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:38:03,741-Speed 3316.24 samples/sec Loss 1.1094 LearningRate 0.0134 Epoch: 12 Global Step: 211720 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:38:06,810-Speed 3337.77 samples/sec Loss 1.1281 LearningRate 0.0134 Epoch: 12 Global Step: 211730 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:38:09,868-Speed 3348.90 samples/sec Loss 1.0485 LearningRate 0.0134 Epoch: 12 Global Step: 211740 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:38:12,952-Speed 3320.64 samples/sec Loss 1.1294 LearningRate 0.0134 Epoch: 12 Global Step: 211750 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:38:16,019-Speed 3340.25 samples/sec Loss 1.1041 LearningRate 0.0134 Epoch: 12 Global Step: 211760 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:19,090-Speed 3335.06 samples/sec Loss 1.1260 LearningRate 0.0134 Epoch: 12 Global Step: 211770 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:22,162-Speed 3333.93 samples/sec Loss 1.1223 LearningRate 0.0134 Epoch: 12 Global Step: 211780 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:25,231-Speed 3337.91 samples/sec Loss 1.0694 LearningRate 0.0134 Epoch: 12 Global Step: 211790 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:28,300-Speed 3336.98 samples/sec Loss 1.0995 LearningRate 0.0134 Epoch: 12 Global Step: 211800 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:31,366-Speed 3340.81 samples/sec Loss 1.0956 LearningRate 0.0134 Epoch: 12 Global Step: 211810 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:34,434-Speed 3338.73 samples/sec Loss 1.1040 LearningRate 0.0134 Epoch: 12 Global Step: 211820 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:37,503-Speed 3336.96 samples/sec Loss 1.1398 LearningRate 0.0134 Epoch: 12 Global Step: 211830 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:40,624-Speed 3282.00 samples/sec Loss 1.0805 LearningRate 0.0134 Epoch: 12 Global Step: 211840 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:43,724-Speed 3303.09 samples/sec Loss 1.1456 LearningRate 0.0134 Epoch: 12 Global Step: 211850 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:46,830-Speed 3297.63 samples/sec Loss 1.1054 LearningRate 0.0133 Epoch: 12 Global Step: 211860 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:38:49,956-Speed 3276.73 samples/sec Loss 1.1010 LearningRate 0.0133 Epoch: 12 Global Step: 211870 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:53,025-Speed 3337.76 samples/sec Loss 1.1154 LearningRate 0.0133 Epoch: 12 Global Step: 211880 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:56,091-Speed 3340.60 samples/sec Loss 1.1429 LearningRate 0.0133 Epoch: 12 Global Step: 211890 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:38:59,170-Speed 3326.27 samples/sec Loss 1.1250 LearningRate 0.0133 Epoch: 12 Global Step: 211900 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:39:02,266-Speed 3308.30 samples/sec Loss 1.0991 LearningRate 0.0133 Epoch: 12 Global Step: 211910 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:39:05,330-Speed 3343.10 samples/sec Loss 1.1217 LearningRate 0.0133 Epoch: 12 Global Step: 211920 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:39:08,396-Speed 3340.91 samples/sec Loss 1.1299 LearningRate 0.0133 Epoch: 12 Global Step: 211930 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:39:11,472-Speed 3329.50 samples/sec Loss 1.1167 LearningRate 0.0133 Epoch: 12 Global Step: 211940 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:39:14,547-Speed 3331.51 samples/sec Loss 1.0905 LearningRate 0.0133 Epoch: 12 Global Step: 211950 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:39:17,612-Speed 3341.74 samples/sec Loss 1.1097 LearningRate 0.0133 Epoch: 12 Global Step: 211960 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:39:20,678-Speed 3340.43 samples/sec Loss 1.1281 LearningRate 0.0133 Epoch: 12 Global Step: 211970 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:39:23,741-Speed 3343.77 samples/sec Loss 1.0990 LearningRate 0.0133 Epoch: 12 Global Step: 211980 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:39:26,809-Speed 3338.82 samples/sec Loss 1.1411 LearningRate 0.0133 Epoch: 12 Global Step: 211990 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:39:29,885-Speed 3329.41 samples/sec Loss 1.1661 LearningRate 0.0133 Epoch: 12 Global Step: 212000 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:40:13,852-[lfw][212000]XNorm: 21.705825 Training: 2022-04-11 21:40:13,852-[lfw][212000]Accuracy-Flip: 0.99817+-0.00273 Training: 2022-04-11 21:40:13,853-[lfw][212000]Accuracy-Highest: 0.99817 Training: 2022-04-11 21:41:05,041-[cfp_fp][212000]XNorm: 22.322761 Training: 2022-04-11 21:41:05,042-[cfp_fp][212000]Accuracy-Flip: 0.98943+-0.00492 Training: 2022-04-11 21:41:05,042-[cfp_fp][212000]Accuracy-Highest: 0.99086 Training: 2022-04-11 21:41:49,012-[agedb_30][212000]XNorm: 22.973783 Training: 2022-04-11 21:41:49,013-[agedb_30][212000]Accuracy-Flip: 0.98433+-0.00564 Training: 2022-04-11 21:41:49,013-[agedb_30][212000]Accuracy-Highest: 0.98567 Training: 2022-04-11 21:41:52,116-Speed 72.00 samples/sec Loss 1.1449 LearningRate 0.0133 Epoch: 12 Global Step: 212010 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:41:55,207-Speed 3312.65 samples/sec Loss 1.0925 LearningRate 0.0133 Epoch: 12 Global Step: 212020 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:41:58,293-Speed 3320.06 samples/sec Loss 1.0774 LearningRate 0.0133 Epoch: 12 Global Step: 212030 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:01,344-Speed 3356.92 samples/sec Loss 1.1573 LearningRate 0.0133 Epoch: 12 Global Step: 212040 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:04,413-Speed 3337.16 samples/sec Loss 1.1373 LearningRate 0.0133 Epoch: 12 Global Step: 212050 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:07,486-Speed 3332.98 samples/sec Loss 1.0999 LearningRate 0.0133 Epoch: 12 Global Step: 212060 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:10,553-Speed 3339.93 samples/sec Loss 1.1292 LearningRate 0.0133 Epoch: 12 Global Step: 212070 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:13,610-Speed 3349.85 samples/sec Loss 1.1853 LearningRate 0.0133 Epoch: 12 Global Step: 212080 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:16,669-Speed 3348.96 samples/sec Loss 1.1140 LearningRate 0.0133 Epoch: 12 Global Step: 212090 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:19,748-Speed 3325.91 samples/sec Loss 1.0955 LearningRate 0.0133 Epoch: 12 Global Step: 212100 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:22,873-Speed 3277.02 samples/sec Loss 1.1432 LearningRate 0.0133 Epoch: 12 Global Step: 212110 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:25,934-Speed 3346.42 samples/sec Loss 1.1433 LearningRate 0.0133 Epoch: 12 Global Step: 212120 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:29,028-Speed 3310.25 samples/sec Loss 1.1497 LearningRate 0.0133 Epoch: 12 Global Step: 212130 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:32,094-Speed 3340.62 samples/sec Loss 1.1133 LearningRate 0.0133 Epoch: 12 Global Step: 212140 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:35,179-Speed 3320.69 samples/sec Loss 1.1128 LearningRate 0.0133 Epoch: 12 Global Step: 212150 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:38,285-Speed 3297.21 samples/sec Loss 1.0852 LearningRate 0.0133 Epoch: 12 Global Step: 212160 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:41,408-Speed 3280.26 samples/sec Loss 1.0960 LearningRate 0.0133 Epoch: 12 Global Step: 212170 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:44,484-Speed 3329.50 samples/sec Loss 1.0970 LearningRate 0.0133 Epoch: 12 Global Step: 212180 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:47,549-Speed 3341.55 samples/sec Loss 1.1370 LearningRate 0.0133 Epoch: 12 Global Step: 212190 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:50,624-Speed 3330.44 samples/sec Loss 1.0980 LearningRate 0.0133 Epoch: 12 Global Step: 212200 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:53,686-Speed 3345.64 samples/sec Loss 1.0929 LearningRate 0.0133 Epoch: 12 Global Step: 212210 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:42:56,799-Speed 3290.00 samples/sec Loss 1.1186 LearningRate 0.0133 Epoch: 12 Global Step: 212220 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:42:59,875-Speed 3329.36 samples/sec Loss 1.0850 LearningRate 0.0133 Epoch: 12 Global Step: 212230 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:03,000-Speed 3277.74 samples/sec Loss 1.1191 LearningRate 0.0133 Epoch: 12 Global Step: 212240 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:06,219-Speed 3182.56 samples/sec Loss 1.1056 LearningRate 0.0133 Epoch: 12 Global Step: 212250 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:09,353-Speed 3267.35 samples/sec Loss 1.0718 LearningRate 0.0133 Epoch: 12 Global Step: 212260 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:12,445-Speed 3313.28 samples/sec Loss 1.1390 LearningRate 0.0133 Epoch: 12 Global Step: 212270 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:15,530-Speed 3319.41 samples/sec Loss 1.0846 LearningRate 0.0133 Epoch: 12 Global Step: 212280 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:18,614-Speed 3321.94 samples/sec Loss 1.0662 LearningRate 0.0133 Epoch: 12 Global Step: 212290 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:21,706-Speed 3312.43 samples/sec Loss 1.0835 LearningRate 0.0133 Epoch: 12 Global Step: 212300 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:24,771-Speed 3341.66 samples/sec Loss 1.1200 LearningRate 0.0132 Epoch: 12 Global Step: 212310 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:27,864-Speed 3311.07 samples/sec Loss 1.0967 LearningRate 0.0132 Epoch: 12 Global Step: 212320 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:30,940-Speed 3330.24 samples/sec Loss 1.1058 LearningRate 0.0132 Epoch: 12 Global Step: 212330 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:34,072-Speed 3270.69 samples/sec Loss 1.1016 LearningRate 0.0132 Epoch: 12 Global Step: 212340 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:37,217-Speed 3256.66 samples/sec Loss 1.0842 LearningRate 0.0132 Epoch: 12 Global Step: 212350 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:43:40,292-Speed 3330.11 samples/sec Loss 1.1300 LearningRate 0.0132 Epoch: 12 Global Step: 212360 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:43,402-Speed 3293.89 samples/sec Loss 1.1483 LearningRate 0.0132 Epoch: 12 Global Step: 212370 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:46,496-Speed 3310.56 samples/sec Loss 1.1125 LearningRate 0.0132 Epoch: 12 Global Step: 212380 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:49,629-Speed 3269.27 samples/sec Loss 1.0942 LearningRate 0.0132 Epoch: 12 Global Step: 212390 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:52,698-Speed 3336.31 samples/sec Loss 1.1578 LearningRate 0.0132 Epoch: 12 Global Step: 212400 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:55,850-Speed 3250.17 samples/sec Loss 1.1030 LearningRate 0.0132 Epoch: 12 Global Step: 212410 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:43:58,938-Speed 3316.83 samples/sec Loss 1.0380 LearningRate 0.0132 Epoch: 12 Global Step: 212420 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:44:01,998-Speed 3347.88 samples/sec Loss 1.1260 LearningRate 0.0132 Epoch: 12 Global Step: 212430 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:44:05,059-Speed 3345.30 samples/sec Loss 1.0933 LearningRate 0.0132 Epoch: 12 Global Step: 212440 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:44:08,126-Speed 3339.41 samples/sec Loss 1.1256 LearningRate 0.0132 Epoch: 12 Global Step: 212450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:11,187-Speed 3346.46 samples/sec Loss 1.0670 LearningRate 0.0132 Epoch: 12 Global Step: 212460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:14,291-Speed 3300.02 samples/sec Loss 1.0737 LearningRate 0.0132 Epoch: 12 Global Step: 212470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:17,376-Speed 3320.26 samples/sec Loss 1.0967 LearningRate 0.0132 Epoch: 12 Global Step: 212480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:20,470-Speed 3310.10 samples/sec Loss 1.1027 LearningRate 0.0132 Epoch: 12 Global Step: 212490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:23,544-Speed 3331.07 samples/sec Loss 1.0901 LearningRate 0.0132 Epoch: 12 Global Step: 212500 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:26,644-Speed 3304.75 samples/sec Loss 1.1008 LearningRate 0.0132 Epoch: 12 Global Step: 212510 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:29,704-Speed 3347.88 samples/sec Loss 1.1183 LearningRate 0.0132 Epoch: 12 Global Step: 212520 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:32,761-Speed 3350.23 samples/sec Loss 1.0798 LearningRate 0.0132 Epoch: 12 Global Step: 212530 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:35,828-Speed 3339.59 samples/sec Loss 1.1430 LearningRate 0.0132 Epoch: 12 Global Step: 212540 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:38,900-Speed 3333.93 samples/sec Loss 1.1468 LearningRate 0.0132 Epoch: 12 Global Step: 212550 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:44:41,979-Speed 3325.98 samples/sec Loss 1.0973 LearningRate 0.0132 Epoch: 12 Global Step: 212560 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:44:45,154-Speed 3226.67 samples/sec Loss 1.1530 LearningRate 0.0132 Epoch: 12 Global Step: 212570 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:44:48,259-Speed 3298.52 samples/sec Loss 1.1476 LearningRate 0.0132 Epoch: 12 Global Step: 212580 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:51,337-Speed 3327.51 samples/sec Loss 1.1284 LearningRate 0.0132 Epoch: 12 Global Step: 212590 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:54,399-Speed 3345.20 samples/sec Loss 1.1466 LearningRate 0.0132 Epoch: 12 Global Step: 212600 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:44:57,496-Speed 3307.11 samples/sec Loss 1.0772 LearningRate 0.0132 Epoch: 12 Global Step: 212610 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:00,572-Speed 3330.43 samples/sec Loss 1.0764 LearningRate 0.0132 Epoch: 12 Global Step: 212620 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:03,647-Speed 3330.89 samples/sec Loss 1.0966 LearningRate 0.0132 Epoch: 12 Global Step: 212630 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:06,730-Speed 3322.13 samples/sec Loss 1.0853 LearningRate 0.0132 Epoch: 12 Global Step: 212640 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:09,799-Speed 3337.26 samples/sec Loss 1.1071 LearningRate 0.0132 Epoch: 12 Global Step: 212650 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:12,867-Speed 3338.59 samples/sec Loss 1.1048 LearningRate 0.0132 Epoch: 12 Global Step: 212660 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:15,936-Speed 3337.38 samples/sec Loss 1.0960 LearningRate 0.0132 Epoch: 12 Global Step: 212670 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:19,069-Speed 3269.15 samples/sec Loss 1.1004 LearningRate 0.0132 Epoch: 12 Global Step: 212680 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:22,157-Speed 3316.79 samples/sec Loss 1.0882 LearningRate 0.0132 Epoch: 12 Global Step: 212690 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:25,223-Speed 3340.63 samples/sec Loss 1.1029 LearningRate 0.0132 Epoch: 12 Global Step: 212700 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:28,286-Speed 3344.81 samples/sec Loss 1.1392 LearningRate 0.0132 Epoch: 12 Global Step: 212710 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:31,348-Speed 3345.01 samples/sec Loss 1.1178 LearningRate 0.0132 Epoch: 12 Global Step: 212720 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:34,407-Speed 3347.42 samples/sec Loss 1.1156 LearningRate 0.0132 Epoch: 12 Global Step: 212730 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:45:37,470-Speed 3344.50 samples/sec Loss 1.1134 LearningRate 0.0132 Epoch: 12 Global Step: 212740 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:40,532-Speed 3344.30 samples/sec Loss 1.1411 LearningRate 0.0132 Epoch: 12 Global Step: 212750 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:43,631-Speed 3305.72 samples/sec Loss 1.1205 LearningRate 0.0132 Epoch: 12 Global Step: 212760 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:46,719-Speed 3316.20 samples/sec Loss 1.0870 LearningRate 0.0131 Epoch: 12 Global Step: 212770 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:49,945-Speed 3175.80 samples/sec Loss 1.1008 LearningRate 0.0131 Epoch: 12 Global Step: 212780 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:53,172-Speed 3173.43 samples/sec Loss 1.0873 LearningRate 0.0131 Epoch: 12 Global Step: 212790 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:56,289-Speed 3286.45 samples/sec Loss 1.1272 LearningRate 0.0131 Epoch: 12 Global Step: 212800 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:45:59,418-Speed 3273.61 samples/sec Loss 1.1223 LearningRate 0.0131 Epoch: 12 Global Step: 212810 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:02,560-Speed 3259.96 samples/sec Loss 1.0830 LearningRate 0.0131 Epoch: 12 Global Step: 212820 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:05,647-Speed 3316.87 samples/sec Loss 1.1094 LearningRate 0.0131 Epoch: 12 Global Step: 212830 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:08,709-Speed 3346.19 samples/sec Loss 1.0980 LearningRate 0.0131 Epoch: 12 Global Step: 212840 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:11,773-Speed 3342.54 samples/sec Loss 1.1036 LearningRate 0.0131 Epoch: 12 Global Step: 212850 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:14,942-Speed 3231.74 samples/sec Loss 1.1122 LearningRate 0.0131 Epoch: 12 Global Step: 212860 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:18,019-Speed 3329.29 samples/sec Loss 1.0986 LearningRate 0.0131 Epoch: 12 Global Step: 212870 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:21,089-Speed 3336.64 samples/sec Loss 1.0911 LearningRate 0.0131 Epoch: 12 Global Step: 212880 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:24,156-Speed 3339.18 samples/sec Loss 1.0943 LearningRate 0.0131 Epoch: 12 Global Step: 212890 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:27,226-Speed 3336.18 samples/sec Loss 1.0805 LearningRate 0.0131 Epoch: 12 Global Step: 212900 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:30,302-Speed 3329.66 samples/sec Loss 1.0963 LearningRate 0.0131 Epoch: 12 Global Step: 212910 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:33,392-Speed 3314.95 samples/sec Loss 1.1451 LearningRate 0.0131 Epoch: 12 Global Step: 212920 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:36,482-Speed 3314.78 samples/sec Loss 1.1252 LearningRate 0.0131 Epoch: 12 Global Step: 212930 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:46:39,555-Speed 3332.66 samples/sec Loss 1.0846 LearningRate 0.0131 Epoch: 12 Global Step: 212940 Fp16 Grad Scale: 262144 Required: 13 hours Training: 2022-04-11 21:46:42,598-Speed 3366.86 samples/sec Loss 1.1297 LearningRate 0.0131 Epoch: 12 Global Step: 212950 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:45,660-Speed 3345.11 samples/sec Loss 1.0744 LearningRate 0.0131 Epoch: 12 Global Step: 212960 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:48,722-Speed 3344.15 samples/sec Loss 1.1172 LearningRate 0.0131 Epoch: 12 Global Step: 212970 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:51,782-Speed 3347.74 samples/sec Loss 1.1368 LearningRate 0.0131 Epoch: 12 Global Step: 212980 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:54,845-Speed 3343.49 samples/sec Loss 1.0948 LearningRate 0.0131 Epoch: 12 Global Step: 212990 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:46:57,907-Speed 3345.31 samples/sec Loss 1.1447 LearningRate 0.0131 Epoch: 12 Global Step: 213000 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:00,983-Speed 3330.06 samples/sec Loss 1.0720 LearningRate 0.0131 Epoch: 12 Global Step: 213010 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:04,048-Speed 3341.06 samples/sec Loss 1.1250 LearningRate 0.0131 Epoch: 12 Global Step: 213020 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:07,138-Speed 3314.60 samples/sec Loss 1.1213 LearningRate 0.0131 Epoch: 12 Global Step: 213030 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:10,206-Speed 3338.44 samples/sec Loss 1.1083 LearningRate 0.0131 Epoch: 12 Global Step: 213040 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:13,317-Speed 3293.19 samples/sec Loss 1.1415 LearningRate 0.0131 Epoch: 12 Global Step: 213050 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:47:16,369-Speed 3355.04 samples/sec Loss 1.0984 LearningRate 0.0131 Epoch: 12 Global Step: 213060 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:19,441-Speed 3334.41 samples/sec Loss 1.1212 LearningRate 0.0131 Epoch: 12 Global Step: 213070 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:22,551-Speed 3293.40 samples/sec Loss 1.1814 LearningRate 0.0131 Epoch: 12 Global Step: 213080 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:25,623-Speed 3334.17 samples/sec Loss 1.1173 LearningRate 0.0131 Epoch: 12 Global Step: 213090 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:28,688-Speed 3341.88 samples/sec Loss 1.0916 LearningRate 0.0131 Epoch: 12 Global Step: 213100 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:31,759-Speed 3334.62 samples/sec Loss 1.1468 LearningRate 0.0131 Epoch: 12 Global Step: 213110 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:34,828-Speed 3337.05 samples/sec Loss 1.1132 LearningRate 0.0131 Epoch: 12 Global Step: 213120 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:37,900-Speed 3334.62 samples/sec Loss 1.1279 LearningRate 0.0131 Epoch: 12 Global Step: 213130 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:40,984-Speed 3321.58 samples/sec Loss 1.0977 LearningRate 0.0131 Epoch: 12 Global Step: 213140 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:47:44,042-Speed 3349.15 samples/sec Loss 1.1337 LearningRate 0.0131 Epoch: 12 Global Step: 213150 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:47:47,109-Speed 3339.18 samples/sec Loss 1.1423 LearningRate 0.0131 Epoch: 12 Global Step: 213160 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:47:50,192-Speed 3322.60 samples/sec Loss 1.1396 LearningRate 0.0131 Epoch: 12 Global Step: 213170 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:47:53,257-Speed 3341.07 samples/sec Loss 1.0828 LearningRate 0.0131 Epoch: 12 Global Step: 213180 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:47:56,340-Speed 3322.27 samples/sec Loss 1.1149 LearningRate 0.0131 Epoch: 12 Global Step: 213190 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:47:59,409-Speed 3337.44 samples/sec Loss 1.0437 LearningRate 0.0131 Epoch: 12 Global Step: 213200 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:48:02,482-Speed 3333.35 samples/sec Loss 1.0829 LearningRate 0.0131 Epoch: 12 Global Step: 213210 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:48:05,543-Speed 3346.59 samples/sec Loss 1.0919 LearningRate 0.0131 Epoch: 12 Global Step: 213220 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:48:08,606-Speed 3343.40 samples/sec Loss 1.1008 LearningRate 0.0130 Epoch: 12 Global Step: 213230 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:48:11,668-Speed 3344.93 samples/sec Loss 1.0944 LearningRate 0.0130 Epoch: 12 Global Step: 213240 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:48:14,727-Speed 3348.49 samples/sec Loss 1.1280 LearningRate 0.0130 Epoch: 12 Global Step: 213250 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:17,835-Speed 3295.59 samples/sec Loss 1.0917 LearningRate 0.0130 Epoch: 12 Global Step: 213260 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:20,893-Speed 3349.28 samples/sec Loss 1.0897 LearningRate 0.0130 Epoch: 12 Global Step: 213270 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:24,011-Speed 3284.95 samples/sec Loss 1.0920 LearningRate 0.0130 Epoch: 12 Global Step: 213280 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:27,123-Speed 3290.59 samples/sec Loss 1.0744 LearningRate 0.0130 Epoch: 12 Global Step: 213290 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:30,201-Speed 3327.22 samples/sec Loss 1.0647 LearningRate 0.0130 Epoch: 12 Global Step: 213300 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:33,261-Speed 3348.57 samples/sec Loss 1.1191 LearningRate 0.0130 Epoch: 12 Global Step: 213310 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:36,320-Speed 3347.84 samples/sec Loss 1.1006 LearningRate 0.0130 Epoch: 12 Global Step: 213320 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:39,388-Speed 3338.39 samples/sec Loss 1.1098 LearningRate 0.0130 Epoch: 12 Global Step: 213330 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:42,450-Speed 3345.23 samples/sec Loss 1.0612 LearningRate 0.0130 Epoch: 12 Global Step: 213340 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:48:45,526-Speed 3329.03 samples/sec Loss 1.0950 LearningRate 0.0130 Epoch: 12 Global Step: 213350 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:48:48,610-Speed 3321.91 samples/sec Loss 1.0154 LearningRate 0.0130 Epoch: 12 Global Step: 213360 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:48:51,676-Speed 3340.79 samples/sec Loss 1.0824 LearningRate 0.0130 Epoch: 12 Global Step: 213370 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:48:54,776-Speed 3303.10 samples/sec Loss 1.0869 LearningRate 0.0130 Epoch: 12 Global Step: 213380 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:48:57,876-Speed 3304.41 samples/sec Loss 1.0956 LearningRate 0.0130 Epoch: 12 Global Step: 213390 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:00,944-Speed 3338.21 samples/sec Loss 1.0896 LearningRate 0.0130 Epoch: 12 Global Step: 213400 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:04,026-Speed 3323.47 samples/sec Loss 1.1234 LearningRate 0.0130 Epoch: 12 Global Step: 213410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:07,104-Speed 3328.06 samples/sec Loss 1.0806 LearningRate 0.0130 Epoch: 12 Global Step: 213420 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:10,227-Speed 3279.24 samples/sec Loss 1.0809 LearningRate 0.0130 Epoch: 12 Global Step: 213430 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:13,314-Speed 3317.99 samples/sec Loss 1.0961 LearningRate 0.0130 Epoch: 12 Global Step: 213440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:16,400-Speed 3318.35 samples/sec Loss 1.0841 LearningRate 0.0130 Epoch: 12 Global Step: 213450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:19,480-Speed 3325.66 samples/sec Loss 1.1102 LearningRate 0.0130 Epoch: 12 Global Step: 213460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:22,568-Speed 3316.61 samples/sec Loss 1.1026 LearningRate 0.0130 Epoch: 12 Global Step: 213470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:25,659-Speed 3313.68 samples/sec Loss 1.1165 LearningRate 0.0130 Epoch: 12 Global Step: 213480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:28,738-Speed 3326.99 samples/sec Loss 1.1299 LearningRate 0.0130 Epoch: 12 Global Step: 213490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:49:31,809-Speed 3335.01 samples/sec Loss 1.0928 LearningRate 0.0130 Epoch: 12 Global Step: 213500 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:34,889-Speed 3325.80 samples/sec Loss 1.0820 LearningRate 0.0130 Epoch: 12 Global Step: 213510 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:37,970-Speed 3323.78 samples/sec Loss 1.0728 LearningRate 0.0130 Epoch: 12 Global Step: 213520 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:41,040-Speed 3336.61 samples/sec Loss 1.1114 LearningRate 0.0130 Epoch: 12 Global Step: 213530 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:44,117-Speed 3328.65 samples/sec Loss 1.1090 LearningRate 0.0130 Epoch: 12 Global Step: 213540 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:47,215-Speed 3306.13 samples/sec Loss 1.1026 LearningRate 0.0130 Epoch: 12 Global Step: 213550 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:50,319-Speed 3299.18 samples/sec Loss 1.0844 LearningRate 0.0130 Epoch: 12 Global Step: 213560 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:53,387-Speed 3339.25 samples/sec Loss 1.0893 LearningRate 0.0130 Epoch: 12 Global Step: 213570 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:56,489-Speed 3301.92 samples/sec Loss 1.1484 LearningRate 0.0130 Epoch: 12 Global Step: 213580 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:49:59,554-Speed 3341.24 samples/sec Loss 1.1045 LearningRate 0.0130 Epoch: 12 Global Step: 213590 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:02,662-Speed 3295.26 samples/sec Loss 1.1283 LearningRate 0.0130 Epoch: 12 Global Step: 213600 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:05,798-Speed 3266.31 samples/sec Loss 1.0703 LearningRate 0.0130 Epoch: 12 Global Step: 213610 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:08,900-Speed 3302.06 samples/sec Loss 1.0964 LearningRate 0.0130 Epoch: 12 Global Step: 213620 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:11,995-Speed 3309.41 samples/sec Loss 1.1386 LearningRate 0.0130 Epoch: 12 Global Step: 213630 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:15,065-Speed 3335.77 samples/sec Loss 1.1354 LearningRate 0.0130 Epoch: 12 Global Step: 213640 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:18,142-Speed 3328.85 samples/sec Loss 1.0750 LearningRate 0.0130 Epoch: 12 Global Step: 213650 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:21,215-Speed 3333.44 samples/sec Loss 1.0972 LearningRate 0.0130 Epoch: 12 Global Step: 213660 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:24,475-Speed 3141.39 samples/sec Loss 1.1109 LearningRate 0.0130 Epoch: 12 Global Step: 213670 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:27,570-Speed 3309.47 samples/sec Loss 1.0966 LearningRate 0.0130 Epoch: 12 Global Step: 213680 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:30,641-Speed 3334.95 samples/sec Loss 1.1273 LearningRate 0.0130 Epoch: 12 Global Step: 213690 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:33,714-Speed 3332.98 samples/sec Loss 1.0977 LearningRate 0.0129 Epoch: 12 Global Step: 213700 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:36,790-Speed 3330.54 samples/sec Loss 1.1626 LearningRate 0.0129 Epoch: 12 Global Step: 213710 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:39,857-Speed 3339.06 samples/sec Loss 1.0859 LearningRate 0.0129 Epoch: 12 Global Step: 213720 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:42,968-Speed 3292.28 samples/sec Loss 1.1025 LearningRate 0.0129 Epoch: 12 Global Step: 213730 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:46,122-Speed 3247.29 samples/sec Loss 1.1194 LearningRate 0.0129 Epoch: 12 Global Step: 213740 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:49,215-Speed 3312.32 samples/sec Loss 1.1007 LearningRate 0.0129 Epoch: 12 Global Step: 213750 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:52,341-Speed 3276.29 samples/sec Loss 1.0370 LearningRate 0.0129 Epoch: 12 Global Step: 213760 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:55,409-Speed 3338.92 samples/sec Loss 1.1331 LearningRate 0.0129 Epoch: 12 Global Step: 213770 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:50:58,562-Speed 3247.69 samples/sec Loss 1.1037 LearningRate 0.0129 Epoch: 12 Global Step: 213780 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:51:01,689-Speed 3275.12 samples/sec Loss 1.1713 LearningRate 0.0129 Epoch: 12 Global Step: 213790 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:04,766-Speed 3328.98 samples/sec Loss 1.1254 LearningRate 0.0129 Epoch: 12 Global Step: 213800 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:07,841-Speed 3331.36 samples/sec Loss 1.0933 LearningRate 0.0129 Epoch: 12 Global Step: 213810 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:10,921-Speed 3325.02 samples/sec Loss 1.1066 LearningRate 0.0129 Epoch: 12 Global Step: 213820 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:14,045-Speed 3279.21 samples/sec Loss 1.1392 LearningRate 0.0129 Epoch: 12 Global Step: 213830 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:17,118-Speed 3333.02 samples/sec Loss 1.1353 LearningRate 0.0129 Epoch: 12 Global Step: 213840 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:20,241-Speed 3280.23 samples/sec Loss 1.1215 LearningRate 0.0129 Epoch: 12 Global Step: 213850 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:23,398-Speed 3244.06 samples/sec Loss 1.1166 LearningRate 0.0129 Epoch: 12 Global Step: 213860 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:26,466-Speed 3338.40 samples/sec Loss 1.1145 LearningRate 0.0129 Epoch: 12 Global Step: 213870 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:29,541-Speed 3330.21 samples/sec Loss 1.1207 LearningRate 0.0129 Epoch: 12 Global Step: 213880 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:32,611-Speed 3336.02 samples/sec Loss 1.1241 LearningRate 0.0129 Epoch: 12 Global Step: 213890 Fp16 Grad Scale: 262144 Required: 13 hours Training: 2022-04-11 21:51:35,682-Speed 3335.63 samples/sec Loss 1.1042 LearningRate 0.0129 Epoch: 12 Global Step: 213900 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:38,763-Speed 3323.81 samples/sec Loss 1.0792 LearningRate 0.0129 Epoch: 12 Global Step: 213910 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:41,864-Speed 3304.10 samples/sec Loss 1.1121 LearningRate 0.0129 Epoch: 12 Global Step: 213920 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:44,969-Speed 3298.80 samples/sec Loss 1.0890 LearningRate 0.0129 Epoch: 12 Global Step: 213930 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:48,079-Speed 3292.90 samples/sec Loss 1.0888 LearningRate 0.0129 Epoch: 12 Global Step: 213940 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:51,222-Speed 3259.18 samples/sec Loss 1.0950 LearningRate 0.0129 Epoch: 12 Global Step: 213950 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:51:54,287-Speed 3341.44 samples/sec Loss 1.0884 LearningRate 0.0129 Epoch: 12 Global Step: 213960 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:51:57,356-Speed 3336.50 samples/sec Loss 1.0991 LearningRate 0.0129 Epoch: 12 Global Step: 213970 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:52:00,450-Speed 3310.90 samples/sec Loss 1.1083 LearningRate 0.0129 Epoch: 12 Global Step: 213980 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:52:03,558-Speed 3295.21 samples/sec Loss 1.1321 LearningRate 0.0129 Epoch: 12 Global Step: 213990 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:52:06,653-Speed 3309.34 samples/sec Loss 1.1112 LearningRate 0.0129 Epoch: 12 Global Step: 214000 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:52:50,809-[lfw][214000]XNorm: 19.967534 Training: 2022-04-11 21:52:50,810-[lfw][214000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 21:52:50,810-[lfw][214000]Accuracy-Highest: 0.99817 Training: 2022-04-11 21:53:42,379-[cfp_fp][214000]XNorm: 20.262101 Training: 2022-04-11 21:53:42,379-[cfp_fp][214000]Accuracy-Flip: 0.98943+-0.00384 Training: 2022-04-11 21:53:42,380-[cfp_fp][214000]Accuracy-Highest: 0.99086 Training: 2022-04-11 21:54:26,656-[agedb_30][214000]XNorm: 21.104116 Training: 2022-04-11 21:54:26,657-[agedb_30][214000]Accuracy-Flip: 0.98467+-0.00657 Training: 2022-04-11 21:54:26,657-[agedb_30][214000]Accuracy-Highest: 0.98567 Training: 2022-04-11 21:54:29,735-Speed 71.57 samples/sec Loss 1.1240 LearningRate 0.0129 Epoch: 12 Global Step: 214010 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:54:32,835-Speed 3304.85 samples/sec Loss 1.1034 LearningRate 0.0129 Epoch: 12 Global Step: 214020 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:54:35,902-Speed 3338.82 samples/sec Loss 1.1296 LearningRate 0.0129 Epoch: 12 Global Step: 214030 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:54:38,969-Speed 3339.21 samples/sec Loss 1.1284 LearningRate 0.0129 Epoch: 12 Global Step: 214040 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:54:42,034-Speed 3341.73 samples/sec Loss 1.0909 LearningRate 0.0129 Epoch: 12 Global Step: 214050 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:54:45,095-Speed 3346.32 samples/sec Loss 1.0800 LearningRate 0.0129 Epoch: 12 Global Step: 214060 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:54:48,155-Speed 3346.84 samples/sec Loss 1.0946 LearningRate 0.0129 Epoch: 12 Global Step: 214070 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:54:51,224-Speed 3337.97 samples/sec Loss 1.0368 LearningRate 0.0129 Epoch: 12 Global Step: 214080 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:54:54,288-Speed 3342.85 samples/sec Loss 1.0952 LearningRate 0.0129 Epoch: 12 Global Step: 214090 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:54:57,344-Speed 3351.49 samples/sec Loss 1.0895 LearningRate 0.0129 Epoch: 12 Global Step: 214100 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:00,400-Speed 3351.51 samples/sec Loss 1.1258 LearningRate 0.0129 Epoch: 12 Global Step: 214110 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:03,492-Speed 3312.48 samples/sec Loss 1.0946 LearningRate 0.0129 Epoch: 12 Global Step: 214120 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:06,600-Speed 3295.64 samples/sec Loss 1.1093 LearningRate 0.0129 Epoch: 12 Global Step: 214130 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:09,676-Speed 3329.82 samples/sec Loss 1.1080 LearningRate 0.0129 Epoch: 12 Global Step: 214140 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:12,799-Speed 3279.28 samples/sec Loss 1.1276 LearningRate 0.0129 Epoch: 12 Global Step: 214150 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:15,862-Speed 3344.04 samples/sec Loss 1.1100 LearningRate 0.0128 Epoch: 12 Global Step: 214160 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:18,925-Speed 3343.21 samples/sec Loss 1.1272 LearningRate 0.0128 Epoch: 12 Global Step: 214170 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:55:22,031-Speed 3298.48 samples/sec Loss 1.1500 LearningRate 0.0128 Epoch: 12 Global Step: 214180 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:55:25,078-Speed 3360.64 samples/sec Loss 1.0882 LearningRate 0.0128 Epoch: 12 Global Step: 214190 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:28,135-Speed 3350.98 samples/sec Loss 1.0814 LearningRate 0.0128 Epoch: 12 Global Step: 214200 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:31,201-Speed 3340.80 samples/sec Loss 1.0878 LearningRate 0.0128 Epoch: 12 Global Step: 214210 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:34,258-Speed 3350.29 samples/sec Loss 1.1309 LearningRate 0.0128 Epoch: 12 Global Step: 214220 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:37,321-Speed 3343.27 samples/sec Loss 1.1208 LearningRate 0.0128 Epoch: 12 Global Step: 214230 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:40,373-Speed 3356.95 samples/sec Loss 1.0897 LearningRate 0.0128 Epoch: 12 Global Step: 214240 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:43,425-Speed 3354.87 samples/sec Loss 1.0412 LearningRate 0.0128 Epoch: 12 Global Step: 214250 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:46,485-Speed 3347.42 samples/sec Loss 1.1148 LearningRate 0.0128 Epoch: 12 Global Step: 214260 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:49,553-Speed 3338.91 samples/sec Loss 1.0993 LearningRate 0.0128 Epoch: 12 Global Step: 214270 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:52,620-Speed 3339.28 samples/sec Loss 1.1255 LearningRate 0.0128 Epoch: 12 Global Step: 214280 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:55,666-Speed 3363.23 samples/sec Loss 1.1065 LearningRate 0.0128 Epoch: 12 Global Step: 214290 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:55:58,722-Speed 3350.67 samples/sec Loss 1.1269 LearningRate 0.0128 Epoch: 12 Global Step: 214300 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:01,784-Speed 3344.69 samples/sec Loss 1.1044 LearningRate 0.0128 Epoch: 12 Global Step: 214310 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:04,865-Speed 3324.53 samples/sec Loss 1.0993 LearningRate 0.0128 Epoch: 12 Global Step: 214320 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:07,977-Speed 3291.00 samples/sec Loss 1.1192 LearningRate 0.0128 Epoch: 12 Global Step: 214330 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:11,046-Speed 3337.99 samples/sec Loss 1.1522 LearningRate 0.0128 Epoch: 12 Global Step: 214340 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:14,114-Speed 3338.68 samples/sec Loss 1.0712 LearningRate 0.0128 Epoch: 12 Global Step: 214350 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:17,185-Speed 3335.24 samples/sec Loss 1.0953 LearningRate 0.0128 Epoch: 12 Global Step: 214360 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:20,247-Speed 3345.43 samples/sec Loss 1.1061 LearningRate 0.0128 Epoch: 12 Global Step: 214370 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:23,305-Speed 3348.83 samples/sec Loss 1.1114 LearningRate 0.0128 Epoch: 12 Global Step: 214380 Fp16 Grad Scale: 32768 Required: 13 hours Training: 2022-04-11 21:56:26,358-Speed 3354.84 samples/sec Loss 1.1122 LearningRate 0.0128 Epoch: 12 Global Step: 214390 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:29,420-Speed 3344.86 samples/sec Loss 1.0789 LearningRate 0.0128 Epoch: 12 Global Step: 214400 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:32,479-Speed 3348.58 samples/sec Loss 1.0992 LearningRate 0.0128 Epoch: 12 Global Step: 214410 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:35,548-Speed 3337.30 samples/sec Loss 1.0701 LearningRate 0.0128 Epoch: 12 Global Step: 214420 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:38,668-Speed 3283.01 samples/sec Loss 1.1490 LearningRate 0.0128 Epoch: 12 Global Step: 214430 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:41,736-Speed 3338.33 samples/sec Loss 1.1051 LearningRate 0.0128 Epoch: 12 Global Step: 214440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:44,796-Speed 3347.76 samples/sec Loss 1.1019 LearningRate 0.0128 Epoch: 12 Global Step: 214450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:47,857-Speed 3345.25 samples/sec Loss 1.0651 LearningRate 0.0128 Epoch: 12 Global Step: 214460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:50,963-Speed 3298.05 samples/sec Loss 1.1369 LearningRate 0.0128 Epoch: 12 Global Step: 214470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:54,018-Speed 3352.59 samples/sec Loss 1.1029 LearningRate 0.0128 Epoch: 12 Global Step: 214480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:56:57,073-Speed 3352.88 samples/sec Loss 1.0971 LearningRate 0.0128 Epoch: 12 Global Step: 214490 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:00,137-Speed 3342.35 samples/sec Loss 1.1061 LearningRate 0.0128 Epoch: 12 Global Step: 214500 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:03,216-Speed 3326.50 samples/sec Loss 1.0969 LearningRate 0.0128 Epoch: 12 Global Step: 214510 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:06,288-Speed 3333.97 samples/sec Loss 1.1073 LearningRate 0.0128 Epoch: 12 Global Step: 214520 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:09,341-Speed 3355.08 samples/sec Loss 1.1004 LearningRate 0.0128 Epoch: 12 Global Step: 214530 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:12,411-Speed 3335.97 samples/sec Loss 1.0714 LearningRate 0.0128 Epoch: 12 Global Step: 214540 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:15,467-Speed 3351.75 samples/sec Loss 1.1261 LearningRate 0.0128 Epoch: 12 Global Step: 214550 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:18,648-Speed 3219.75 samples/sec Loss 1.1172 LearningRate 0.0128 Epoch: 12 Global Step: 214560 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:21,706-Speed 3350.08 samples/sec Loss 1.0836 LearningRate 0.0128 Epoch: 12 Global Step: 214570 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:24,771-Speed 3340.68 samples/sec Loss 1.1018 LearningRate 0.0128 Epoch: 12 Global Step: 214580 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:27,830-Speed 3348.72 samples/sec Loss 1.0973 LearningRate 0.0128 Epoch: 12 Global Step: 214590 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:30,915-Speed 3319.59 samples/sec Loss 1.1333 LearningRate 0.0128 Epoch: 12 Global Step: 214600 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:34,001-Speed 3319.08 samples/sec Loss 1.1063 LearningRate 0.0128 Epoch: 12 Global Step: 214610 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:57:37,113-Speed 3291.79 samples/sec Loss 1.1105 LearningRate 0.0128 Epoch: 12 Global Step: 214620 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:40,194-Speed 3324.96 samples/sec Loss 1.1336 LearningRate 0.0127 Epoch: 12 Global Step: 214630 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:43,258-Speed 3341.73 samples/sec Loss 1.1287 LearningRate 0.0127 Epoch: 12 Global Step: 214640 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:46,321-Speed 3343.77 samples/sec Loss 1.1053 LearningRate 0.0127 Epoch: 12 Global Step: 214650 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:49,391-Speed 3336.96 samples/sec Loss 1.1309 LearningRate 0.0127 Epoch: 12 Global Step: 214660 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:52,454-Speed 3343.92 samples/sec Loss 1.0790 LearningRate 0.0127 Epoch: 12 Global Step: 214670 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:55,526-Speed 3334.09 samples/sec Loss 1.0939 LearningRate 0.0127 Epoch: 12 Global Step: 214680 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:57:58,586-Speed 3346.16 samples/sec Loss 1.1018 LearningRate 0.0127 Epoch: 12 Global Step: 214690 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:01,642-Speed 3352.35 samples/sec Loss 1.1029 LearningRate 0.0127 Epoch: 12 Global Step: 214700 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:04,715-Speed 3333.34 samples/sec Loss 1.1100 LearningRate 0.0127 Epoch: 12 Global Step: 214710 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:07,771-Speed 3350.69 samples/sec Loss 1.0682 LearningRate 0.0127 Epoch: 12 Global Step: 214720 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:10,834-Speed 3344.19 samples/sec Loss 1.1598 LearningRate 0.0127 Epoch: 12 Global Step: 214730 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:13,892-Speed 3349.04 samples/sec Loss 1.1225 LearningRate 0.0127 Epoch: 12 Global Step: 214740 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:16,950-Speed 3349.20 samples/sec Loss 1.1207 LearningRate 0.0127 Epoch: 12 Global Step: 214750 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:20,013-Speed 3343.88 samples/sec Loss 1.1285 LearningRate 0.0127 Epoch: 12 Global Step: 214760 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:23,080-Speed 3340.61 samples/sec Loss 1.0978 LearningRate 0.0127 Epoch: 12 Global Step: 214770 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:26,152-Speed 3332.98 samples/sec Loss 1.0764 LearningRate 0.0127 Epoch: 12 Global Step: 214780 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:29,210-Speed 3349.76 samples/sec Loss 1.1177 LearningRate 0.0127 Epoch: 12 Global Step: 214790 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:58:32,279-Speed 3337.20 samples/sec Loss 1.1479 LearningRate 0.0127 Epoch: 12 Global Step: 214800 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:58:35,341-Speed 3345.81 samples/sec Loss 1.0815 LearningRate 0.0127 Epoch: 12 Global Step: 214810 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:58:38,414-Speed 3333.23 samples/sec Loss 1.1500 LearningRate 0.0127 Epoch: 12 Global Step: 214820 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:58:41,492-Speed 3326.82 samples/sec Loss 1.1137 LearningRate 0.0127 Epoch: 12 Global Step: 214830 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:58:44,560-Speed 3338.94 samples/sec Loss 1.1120 LearningRate 0.0127 Epoch: 12 Global Step: 214840 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:58:47,616-Speed 3351.21 samples/sec Loss 1.1406 LearningRate 0.0127 Epoch: 12 Global Step: 214850 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:50,675-Speed 3348.36 samples/sec Loss 1.1336 LearningRate 0.0127 Epoch: 12 Global Step: 214860 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:53,741-Speed 3340.31 samples/sec Loss 1.0894 LearningRate 0.0127 Epoch: 12 Global Step: 214870 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:56,863-Speed 3281.04 samples/sec Loss 1.1366 LearningRate 0.0127 Epoch: 12 Global Step: 214880 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:58:59,977-Speed 3288.93 samples/sec Loss 1.1180 LearningRate 0.0127 Epoch: 12 Global Step: 214890 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:03,041-Speed 3342.79 samples/sec Loss 1.1136 LearningRate 0.0127 Epoch: 12 Global Step: 214900 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:06,117-Speed 3329.98 samples/sec Loss 1.1415 LearningRate 0.0127 Epoch: 12 Global Step: 214910 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:09,175-Speed 3348.96 samples/sec Loss 1.1606 LearningRate 0.0127 Epoch: 12 Global Step: 214920 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:12,239-Speed 3342.73 samples/sec Loss 1.0839 LearningRate 0.0127 Epoch: 12 Global Step: 214930 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:15,297-Speed 3349.52 samples/sec Loss 1.0830 LearningRate 0.0127 Epoch: 12 Global Step: 214940 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:18,419-Speed 3280.44 samples/sec Loss 1.1154 LearningRate 0.0127 Epoch: 12 Global Step: 214950 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:59:21,528-Speed 3294.55 samples/sec Loss 1.0749 LearningRate 0.0127 Epoch: 12 Global Step: 214960 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:59:24,582-Speed 3354.08 samples/sec Loss 1.1120 LearningRate 0.0127 Epoch: 12 Global Step: 214970 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:27,646-Speed 3343.12 samples/sec Loss 1.0725 LearningRate 0.0127 Epoch: 12 Global Step: 214980 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:30,702-Speed 3351.53 samples/sec Loss 1.1006 LearningRate 0.0127 Epoch: 12 Global Step: 214990 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:33,760-Speed 3349.04 samples/sec Loss 1.0955 LearningRate 0.0127 Epoch: 12 Global Step: 215000 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:36,909-Speed 3252.30 samples/sec Loss 1.0730 LearningRate 0.0127 Epoch: 12 Global Step: 215010 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:39,998-Speed 3316.17 samples/sec Loss 1.0734 LearningRate 0.0127 Epoch: 12 Global Step: 215020 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:43,054-Speed 3351.60 samples/sec Loss 1.1379 LearningRate 0.0127 Epoch: 12 Global Step: 215030 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:46,114-Speed 3347.18 samples/sec Loss 1.1003 LearningRate 0.0127 Epoch: 12 Global Step: 215040 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:49,179-Speed 3341.38 samples/sec Loss 1.1092 LearningRate 0.0127 Epoch: 12 Global Step: 215050 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:52,239-Speed 3347.11 samples/sec Loss 1.0938 LearningRate 0.0127 Epoch: 12 Global Step: 215060 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 21:59:55,339-Speed 3304.43 samples/sec Loss 1.0976 LearningRate 0.0127 Epoch: 12 Global Step: 215070 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 21:59:58,412-Speed 3332.97 samples/sec Loss 1.1011 LearningRate 0.0127 Epoch: 12 Global Step: 215080 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:01,473-Speed 3345.66 samples/sec Loss 1.1554 LearningRate 0.0127 Epoch: 12 Global Step: 215090 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:04,535-Speed 3344.75 samples/sec Loss 1.1251 LearningRate 0.0126 Epoch: 12 Global Step: 215100 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:07,599-Speed 3343.58 samples/sec Loss 1.1024 LearningRate 0.0126 Epoch: 12 Global Step: 215110 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:10,656-Speed 3350.10 samples/sec Loss 1.1291 LearningRate 0.0126 Epoch: 12 Global Step: 215120 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:13,730-Speed 3331.77 samples/sec Loss 1.1560 LearningRate 0.0126 Epoch: 12 Global Step: 215130 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:16,791-Speed 3345.62 samples/sec Loss 1.1008 LearningRate 0.0126 Epoch: 12 Global Step: 215140 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:19,866-Speed 3331.61 samples/sec Loss 1.1184 LearningRate 0.0126 Epoch: 12 Global Step: 215150 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:22,932-Speed 3340.82 samples/sec Loss 1.0855 LearningRate 0.0126 Epoch: 12 Global Step: 215160 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:25,992-Speed 3346.64 samples/sec Loss 1.1049 LearningRate 0.0126 Epoch: 12 Global Step: 215170 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:29,057-Speed 3341.37 samples/sec Loss 1.1012 LearningRate 0.0126 Epoch: 12 Global Step: 215180 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:32,115-Speed 3349.95 samples/sec Loss 1.0758 LearningRate 0.0126 Epoch: 12 Global Step: 215190 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:35,176-Speed 3346.00 samples/sec Loss 1.0843 LearningRate 0.0126 Epoch: 12 Global Step: 215200 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:38,241-Speed 3341.73 samples/sec Loss 1.0452 LearningRate 0.0126 Epoch: 12 Global Step: 215210 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:41,301-Speed 3347.38 samples/sec Loss 1.1188 LearningRate 0.0126 Epoch: 12 Global Step: 215220 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:44,367-Speed 3341.01 samples/sec Loss 1.1108 LearningRate 0.0126 Epoch: 12 Global Step: 215230 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:47,434-Speed 3338.63 samples/sec Loss 1.1098 LearningRate 0.0126 Epoch: 12 Global Step: 215240 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:50,495-Speed 3346.68 samples/sec Loss 1.1447 LearningRate 0.0126 Epoch: 12 Global Step: 215250 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:53,550-Speed 3352.09 samples/sec Loss 1.0675 LearningRate 0.0126 Epoch: 12 Global Step: 215260 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:56,673-Speed 3280.49 samples/sec Loss 1.1207 LearningRate 0.0126 Epoch: 12 Global Step: 215270 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:00:59,758-Speed 3319.81 samples/sec Loss 1.1073 LearningRate 0.0126 Epoch: 12 Global Step: 215280 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:01:02,832-Speed 3331.54 samples/sec Loss 1.1113 LearningRate 0.0126 Epoch: 12 Global Step: 215290 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:01:05,900-Speed 3338.59 samples/sec Loss 1.1007 LearningRate 0.0126 Epoch: 12 Global Step: 215300 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:09,001-Speed 3302.48 samples/sec Loss 1.0770 LearningRate 0.0126 Epoch: 12 Global Step: 215310 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:12,058-Speed 3350.65 samples/sec Loss 1.1019 LearningRate 0.0126 Epoch: 12 Global Step: 215320 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:15,116-Speed 3350.15 samples/sec Loss 1.0942 LearningRate 0.0126 Epoch: 12 Global Step: 215330 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:18,189-Speed 3332.86 samples/sec Loss 1.0854 LearningRate 0.0126 Epoch: 12 Global Step: 215340 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:21,406-Speed 3183.50 samples/sec Loss 1.0940 LearningRate 0.0126 Epoch: 12 Global Step: 215350 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:24,469-Speed 3343.56 samples/sec Loss 1.0961 LearningRate 0.0126 Epoch: 12 Global Step: 215360 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:27,534-Speed 3342.29 samples/sec Loss 1.1310 LearningRate 0.0126 Epoch: 12 Global Step: 215370 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:30,597-Speed 3343.78 samples/sec Loss 1.1070 LearningRate 0.0126 Epoch: 12 Global Step: 215380 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:33,668-Speed 3334.58 samples/sec Loss 1.1147 LearningRate 0.0126 Epoch: 12 Global Step: 215390 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:36,748-Speed 3325.86 samples/sec Loss 1.1090 LearningRate 0.0126 Epoch: 12 Global Step: 215400 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:01:39,814-Speed 3340.38 samples/sec Loss 1.1236 LearningRate 0.0126 Epoch: 12 Global Step: 215410 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:01:42,955-Speed 3261.18 samples/sec Loss 1.0700 LearningRate 0.0126 Epoch: 12 Global Step: 215420 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:01:46,020-Speed 3341.68 samples/sec Loss 1.1009 LearningRate 0.0126 Epoch: 12 Global Step: 215430 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:01:49,080-Speed 3346.83 samples/sec Loss 1.1156 LearningRate 0.0126 Epoch: 12 Global Step: 215440 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:52,162-Speed 3324.10 samples/sec Loss 1.1585 LearningRate 0.0126 Epoch: 12 Global Step: 215450 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:55,238-Speed 3328.91 samples/sec Loss 1.0896 LearningRate 0.0126 Epoch: 12 Global Step: 215460 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:01:58,332-Speed 3310.30 samples/sec Loss 1.1106 LearningRate 0.0126 Epoch: 12 Global Step: 215470 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:02:01,407-Speed 3331.68 samples/sec Loss 1.0831 LearningRate 0.0126 Epoch: 12 Global Step: 215480 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:02:04,469-Speed 3344.61 samples/sec Loss 1.0649 LearningRate 0.0126 Epoch: 12 Global Step: 215490 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:02:07,538-Speed 3337.54 samples/sec Loss 1.1186 LearningRate 0.0126 Epoch: 12 Global Step: 215500 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:02:10,607-Speed 3337.12 samples/sec Loss 1.1226 LearningRate 0.0126 Epoch: 12 Global Step: 215510 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:02:13,674-Speed 3340.14 samples/sec Loss 1.0972 LearningRate 0.0126 Epoch: 12 Global Step: 215520 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:02:16,770-Speed 3307.86 samples/sec Loss 1.1088 LearningRate 0.0126 Epoch: 12 Global Step: 215530 Fp16 Grad Scale: 65536 Required: 13 hours Training: 2022-04-11 22:02:19,874-Speed 3300.09 samples/sec Loss 1.1460 LearningRate 0.0126 Epoch: 12 Global Step: 215540 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:02:22,949-Speed 3330.50 samples/sec Loss 1.1235 LearningRate 0.0126 Epoch: 12 Global Step: 215550 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:02:26,018-Speed 3337.85 samples/sec Loss 1.1462 LearningRate 0.0126 Epoch: 12 Global Step: 215560 Fp16 Grad Scale: 131072 Required: 13 hours Training: 2022-04-11 22:02:29,130-Speed 3291.39 samples/sec Loss 1.1146 LearningRate 0.0125 Epoch: 12 Global Step: 215570 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:32,219-Speed 3315.46 samples/sec Loss 1.1153 LearningRate 0.0125 Epoch: 12 Global Step: 215580 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:35,321-Speed 3301.31 samples/sec Loss 1.1075 LearningRate 0.0125 Epoch: 12 Global Step: 215590 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:38,415-Speed 3311.08 samples/sec Loss 1.1340 LearningRate 0.0125 Epoch: 12 Global Step: 215600 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:41,488-Speed 3332.63 samples/sec Loss 1.0822 LearningRate 0.0125 Epoch: 12 Global Step: 215610 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:44,558-Speed 3336.72 samples/sec Loss 1.0437 LearningRate 0.0125 Epoch: 12 Global Step: 215620 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:47,625-Speed 3339.22 samples/sec Loss 1.0582 LearningRate 0.0125 Epoch: 12 Global Step: 215630 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:50,707-Speed 3323.32 samples/sec Loss 1.1205 LearningRate 0.0125 Epoch: 12 Global Step: 215640 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:53,780-Speed 3332.89 samples/sec Loss 1.1332 LearningRate 0.0125 Epoch: 12 Global Step: 215650 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:56,843-Speed 3344.25 samples/sec Loss 1.1240 LearningRate 0.0125 Epoch: 12 Global Step: 215660 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:02:59,909-Speed 3340.08 samples/sec Loss 1.0454 LearningRate 0.0125 Epoch: 12 Global Step: 215670 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:02,975-Speed 3340.77 samples/sec Loss 1.1069 LearningRate 0.0125 Epoch: 12 Global Step: 215680 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:06,050-Speed 3330.73 samples/sec Loss 1.1511 LearningRate 0.0125 Epoch: 12 Global Step: 215690 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:09,116-Speed 3340.73 samples/sec Loss 1.0947 LearningRate 0.0125 Epoch: 12 Global Step: 215700 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:12,182-Speed 3340.69 samples/sec Loss 1.0898 LearningRate 0.0125 Epoch: 12 Global Step: 215710 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:15,255-Speed 3332.94 samples/sec Loss 1.1186 LearningRate 0.0125 Epoch: 12 Global Step: 215720 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:18,338-Speed 3322.12 samples/sec Loss 1.0703 LearningRate 0.0125 Epoch: 12 Global Step: 215730 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:21,388-Speed 3358.56 samples/sec Loss 1.0880 LearningRate 0.0125 Epoch: 12 Global Step: 215740 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:24,449-Speed 3346.43 samples/sec Loss 1.1038 LearningRate 0.0125 Epoch: 12 Global Step: 215750 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:27,515-Speed 3342.00 samples/sec Loss 1.1100 LearningRate 0.0125 Epoch: 12 Global Step: 215760 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:30,579-Speed 3342.36 samples/sec Loss 1.0519 LearningRate 0.0125 Epoch: 12 Global Step: 215770 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:03:33,642-Speed 3344.20 samples/sec Loss 1.0834 LearningRate 0.0125 Epoch: 12 Global Step: 215780 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:36,714-Speed 3333.70 samples/sec Loss 1.0589 LearningRate 0.0125 Epoch: 12 Global Step: 215790 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:39,812-Speed 3306.80 samples/sec Loss 1.1446 LearningRate 0.0125 Epoch: 12 Global Step: 215800 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:42,911-Speed 3304.00 samples/sec Loss 1.0806 LearningRate 0.0125 Epoch: 12 Global Step: 215810 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:45,975-Speed 3343.33 samples/sec Loss 1.1845 LearningRate 0.0125 Epoch: 12 Global Step: 215820 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:49,062-Speed 3317.98 samples/sec Loss 1.1336 LearningRate 0.0125 Epoch: 12 Global Step: 215830 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:52,126-Speed 3343.20 samples/sec Loss 1.0981 LearningRate 0.0125 Epoch: 12 Global Step: 215840 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:55,189-Speed 3343.86 samples/sec Loss 1.1118 LearningRate 0.0125 Epoch: 12 Global Step: 215850 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:03:58,258-Speed 3337.12 samples/sec Loss 1.1302 LearningRate 0.0125 Epoch: 12 Global Step: 215860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:01,392-Speed 3268.68 samples/sec Loss 1.1135 LearningRate 0.0125 Epoch: 12 Global Step: 215870 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:04,461-Speed 3337.09 samples/sec Loss 1.1064 LearningRate 0.0125 Epoch: 12 Global Step: 215880 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:04:07,530-Speed 3336.95 samples/sec Loss 1.1109 LearningRate 0.0125 Epoch: 12 Global Step: 215890 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:10,627-Speed 3307.48 samples/sec Loss 1.1123 LearningRate 0.0125 Epoch: 12 Global Step: 215900 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:13,750-Speed 3279.12 samples/sec Loss 1.0874 LearningRate 0.0125 Epoch: 12 Global Step: 215910 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:16,834-Speed 3322.12 samples/sec Loss 1.1119 LearningRate 0.0125 Epoch: 12 Global Step: 215920 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:20,000-Speed 3234.85 samples/sec Loss 1.0912 LearningRate 0.0125 Epoch: 12 Global Step: 215930 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:23,077-Speed 3328.50 samples/sec Loss 1.1238 LearningRate 0.0125 Epoch: 12 Global Step: 215940 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:26,140-Speed 3343.54 samples/sec Loss 1.0894 LearningRate 0.0125 Epoch: 12 Global Step: 215950 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:29,212-Speed 3333.85 samples/sec Loss 1.1040 LearningRate 0.0125 Epoch: 12 Global Step: 215960 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:32,291-Speed 3326.48 samples/sec Loss 1.1293 LearningRate 0.0125 Epoch: 12 Global Step: 215970 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:35,368-Speed 3328.55 samples/sec Loss 1.0989 LearningRate 0.0125 Epoch: 12 Global Step: 215980 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:38,460-Speed 3312.59 samples/sec Loss 1.1203 LearningRate 0.0125 Epoch: 12 Global Step: 215990 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:04:41,533-Speed 3333.98 samples/sec Loss 1.1078 LearningRate 0.0125 Epoch: 12 Global Step: 216000 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:05:25,216-[lfw][216000]XNorm: 21.793292 Training: 2022-04-11 22:05:25,216-[lfw][216000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-11 22:05:25,217-[lfw][216000]Accuracy-Highest: 0.99817 Training: 2022-04-11 22:06:15,847-[cfp_fp][216000]XNorm: 22.098081 Training: 2022-04-11 22:06:15,848-[cfp_fp][216000]Accuracy-Flip: 0.99000+-0.00456 Training: 2022-04-11 22:06:15,848-[cfp_fp][216000]Accuracy-Highest: 0.99086 Training: 2022-04-11 22:06:59,427-[agedb_30][216000]XNorm: 22.682130 Training: 2022-04-11 22:06:59,427-[agedb_30][216000]Accuracy-Flip: 0.98450+-0.00633 Training: 2022-04-11 22:06:59,428-[agedb_30][216000]Accuracy-Highest: 0.98567 Training: 2022-04-11 22:07:02,501-Speed 72.64 samples/sec Loss 1.1060 LearningRate 0.0125 Epoch: 12 Global Step: 216010 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:05,565-Speed 3342.40 samples/sec Loss 1.0716 LearningRate 0.0125 Epoch: 12 Global Step: 216020 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:08,629-Speed 3343.38 samples/sec Loss 1.0813 LearningRate 0.0125 Epoch: 12 Global Step: 216030 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:11,681-Speed 3355.10 samples/sec Loss 1.1203 LearningRate 0.0124 Epoch: 12 Global Step: 216040 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:14,755-Speed 3332.37 samples/sec Loss 1.0801 LearningRate 0.0124 Epoch: 12 Global Step: 216050 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:17,946-Speed 3209.28 samples/sec Loss 1.1071 LearningRate 0.0124 Epoch: 12 Global Step: 216060 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:21,084-Speed 3263.89 samples/sec Loss 1.1160 LearningRate 0.0124 Epoch: 12 Global Step: 216070 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:24,231-Speed 3254.73 samples/sec Loss 1.1191 LearningRate 0.0124 Epoch: 12 Global Step: 216080 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:27,322-Speed 3314.18 samples/sec Loss 1.0941 LearningRate 0.0124 Epoch: 12 Global Step: 216090 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:30,499-Speed 3223.01 samples/sec Loss 1.0999 LearningRate 0.0124 Epoch: 12 Global Step: 216100 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:33,589-Speed 3315.40 samples/sec Loss 1.0523 LearningRate 0.0124 Epoch: 12 Global Step: 216110 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:36,666-Speed 3328.85 samples/sec Loss 1.1512 LearningRate 0.0124 Epoch: 12 Global Step: 216120 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:07:39,821-Speed 3246.76 samples/sec Loss 1.0853 LearningRate 0.0124 Epoch: 12 Global Step: 216130 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:42,931-Speed 3293.15 samples/sec Loss 1.0755 LearningRate 0.0124 Epoch: 12 Global Step: 216140 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:46,019-Speed 3316.37 samples/sec Loss 1.0862 LearningRate 0.0124 Epoch: 12 Global Step: 216150 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:49,083-Speed 3343.17 samples/sec Loss 1.1012 LearningRate 0.0124 Epoch: 12 Global Step: 216160 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:52,152-Speed 3336.80 samples/sec Loss 1.0654 LearningRate 0.0124 Epoch: 12 Global Step: 216170 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:55,222-Speed 3336.31 samples/sec Loss 1.1142 LearningRate 0.0124 Epoch: 12 Global Step: 216180 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:07:58,287-Speed 3341.66 samples/sec Loss 1.1307 LearningRate 0.0124 Epoch: 12 Global Step: 216190 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:01,436-Speed 3252.83 samples/sec Loss 1.1052 LearningRate 0.0124 Epoch: 12 Global Step: 216200 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:04,498-Speed 3345.22 samples/sec Loss 1.1342 LearningRate 0.0124 Epoch: 12 Global Step: 216210 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:07,574-Speed 3329.71 samples/sec Loss 1.1239 LearningRate 0.0124 Epoch: 12 Global Step: 216220 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:10,650-Speed 3329.73 samples/sec Loss 1.1588 LearningRate 0.0124 Epoch: 12 Global Step: 216230 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:13,744-Speed 3310.56 samples/sec Loss 1.1375 LearningRate 0.0124 Epoch: 12 Global Step: 216240 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:16,870-Speed 3276.26 samples/sec Loss 1.1032 LearningRate 0.0124 Epoch: 12 Global Step: 216250 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:19,962-Speed 3312.41 samples/sec Loss 1.1119 LearningRate 0.0124 Epoch: 12 Global Step: 216260 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:23,024-Speed 3345.27 samples/sec Loss 1.1207 LearningRate 0.0124 Epoch: 12 Global Step: 216270 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:26,100-Speed 3329.77 samples/sec Loss 1.1577 LearningRate 0.0124 Epoch: 12 Global Step: 216280 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:29,160-Speed 3347.17 samples/sec Loss 1.0944 LearningRate 0.0124 Epoch: 12 Global Step: 216290 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:32,230-Speed 3336.58 samples/sec Loss 1.1309 LearningRate 0.0124 Epoch: 12 Global Step: 216300 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:08:35,286-Speed 3351.02 samples/sec Loss 1.0721 LearningRate 0.0124 Epoch: 12 Global Step: 216310 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:38,354-Speed 3338.94 samples/sec Loss 1.0960 LearningRate 0.0124 Epoch: 12 Global Step: 216320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:41,427-Speed 3332.23 samples/sec Loss 1.1131 LearningRate 0.0124 Epoch: 12 Global Step: 216330 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:44,508-Speed 3324.89 samples/sec Loss 1.0973 LearningRate 0.0124 Epoch: 12 Global Step: 216340 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:47,600-Speed 3312.10 samples/sec Loss 1.1213 LearningRate 0.0124 Epoch: 12 Global Step: 216350 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:50,675-Speed 3330.65 samples/sec Loss 1.0644 LearningRate 0.0124 Epoch: 12 Global Step: 216360 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:53,741-Speed 3340.74 samples/sec Loss 1.0803 LearningRate 0.0124 Epoch: 12 Global Step: 216370 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:56,809-Speed 3339.54 samples/sec Loss 1.1017 LearningRate 0.0124 Epoch: 12 Global Step: 216380 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:08:59,940-Speed 3270.62 samples/sec Loss 1.0774 LearningRate 0.0124 Epoch: 12 Global Step: 216390 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:03,088-Speed 3253.39 samples/sec Loss 1.1193 LearningRate 0.0124 Epoch: 12 Global Step: 216400 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:06,190-Speed 3302.76 samples/sec Loss 1.1425 LearningRate 0.0124 Epoch: 12 Global Step: 216410 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:09:09,260-Speed 3335.57 samples/sec Loss 1.0931 LearningRate 0.0124 Epoch: 12 Global Step: 216420 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:09:12,325-Speed 3342.15 samples/sec Loss 1.0963 LearningRate 0.0124 Epoch: 12 Global Step: 216430 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:09:15,415-Speed 3314.18 samples/sec Loss 1.1194 LearningRate 0.0124 Epoch: 12 Global Step: 216440 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:09:18,489-Speed 3331.83 samples/sec Loss 1.1105 LearningRate 0.0124 Epoch: 12 Global Step: 216450 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:09:21,581-Speed 3313.07 samples/sec Loss 1.1053 LearningRate 0.0124 Epoch: 12 Global Step: 216460 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:09:24,666-Speed 3320.77 samples/sec Loss 1.0912 LearningRate 0.0124 Epoch: 12 Global Step: 216470 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:27,765-Speed 3304.02 samples/sec Loss 1.1169 LearningRate 0.0124 Epoch: 12 Global Step: 216480 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:30,849-Speed 3321.21 samples/sec Loss 1.1148 LearningRate 0.0124 Epoch: 12 Global Step: 216490 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:33,956-Speed 3296.38 samples/sec Loss 1.0836 LearningRate 0.0124 Epoch: 12 Global Step: 216500 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:37,026-Speed 3336.97 samples/sec Loss 1.1043 LearningRate 0.0123 Epoch: 12 Global Step: 216510 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:40,094-Speed 3338.66 samples/sec Loss 1.0627 LearningRate 0.0123 Epoch: 12 Global Step: 216520 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:43,174-Speed 3324.67 samples/sec Loss 1.1475 LearningRate 0.0123 Epoch: 12 Global Step: 216530 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:46,254-Speed 3325.48 samples/sec Loss 1.1080 LearningRate 0.0123 Epoch: 12 Global Step: 216540 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:49,323-Speed 3337.83 samples/sec Loss 1.1627 LearningRate 0.0123 Epoch: 12 Global Step: 216550 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:52,389-Speed 3341.41 samples/sec Loss 1.0849 LearningRate 0.0123 Epoch: 12 Global Step: 216560 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:09:55,460-Speed 3334.44 samples/sec Loss 1.1285 LearningRate 0.0123 Epoch: 12 Global Step: 216570 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:09:58,526-Speed 3341.47 samples/sec Loss 1.0802 LearningRate 0.0123 Epoch: 12 Global Step: 216580 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:01,588-Speed 3344.09 samples/sec Loss 1.1192 LearningRate 0.0123 Epoch: 12 Global Step: 216590 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:04,649-Speed 3345.85 samples/sec Loss 1.0773 LearningRate 0.0123 Epoch: 12 Global Step: 216600 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:07,794-Speed 3257.38 samples/sec Loss 1.1323 LearningRate 0.0123 Epoch: 12 Global Step: 216610 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:10,857-Speed 3343.33 samples/sec Loss 1.1321 LearningRate 0.0123 Epoch: 12 Global Step: 216620 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:13,943-Speed 3318.95 samples/sec Loss 1.1636 LearningRate 0.0123 Epoch: 12 Global Step: 216630 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:17,022-Speed 3326.98 samples/sec Loss 1.1140 LearningRate 0.0123 Epoch: 12 Global Step: 216640 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:20,133-Speed 3292.64 samples/sec Loss 1.1261 LearningRate 0.0123 Epoch: 12 Global Step: 216650 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:23,193-Speed 3346.63 samples/sec Loss 1.1112 LearningRate 0.0123 Epoch: 12 Global Step: 216660 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:26,260-Speed 3340.59 samples/sec Loss 1.1060 LearningRate 0.0123 Epoch: 12 Global Step: 216670 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:29,341-Speed 3323.74 samples/sec Loss 1.1280 LearningRate 0.0123 Epoch: 12 Global Step: 216680 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:10:32,438-Speed 3307.62 samples/sec Loss 1.0815 LearningRate 0.0123 Epoch: 12 Global Step: 216690 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:35,498-Speed 3346.78 samples/sec Loss 1.1366 LearningRate 0.0123 Epoch: 12 Global Step: 216700 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:38,563-Speed 3341.69 samples/sec Loss 1.0826 LearningRate 0.0123 Epoch: 12 Global Step: 216710 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:41,636-Speed 3333.07 samples/sec Loss 1.0596 LearningRate 0.0123 Epoch: 12 Global Step: 216720 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:44,717-Speed 3324.79 samples/sec Loss 1.0720 LearningRate 0.0123 Epoch: 12 Global Step: 216730 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:47,785-Speed 3338.09 samples/sec Loss 1.1188 LearningRate 0.0123 Epoch: 12 Global Step: 216740 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:50,858-Speed 3333.44 samples/sec Loss 1.1179 LearningRate 0.0123 Epoch: 12 Global Step: 216750 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:53,965-Speed 3295.53 samples/sec Loss 1.0858 LearningRate 0.0123 Epoch: 12 Global Step: 216760 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:10:57,040-Speed 3331.08 samples/sec Loss 1.0546 LearningRate 0.0123 Epoch: 12 Global Step: 216770 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:00,102-Speed 3345.02 samples/sec Loss 1.0845 LearningRate 0.0123 Epoch: 12 Global Step: 216780 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:03,160-Speed 3349.46 samples/sec Loss 1.1065 LearningRate 0.0123 Epoch: 12 Global Step: 216790 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:06,242-Speed 3323.54 samples/sec Loss 1.0653 LearningRate 0.0123 Epoch: 12 Global Step: 216800 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:09,324-Speed 3323.37 samples/sec Loss 1.1481 LearningRate 0.0123 Epoch: 12 Global Step: 216810 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:12,407-Speed 3322.98 samples/sec Loss 1.1032 LearningRate 0.0123 Epoch: 12 Global Step: 216820 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:15,468-Speed 3345.92 samples/sec Loss 1.0825 LearningRate 0.0123 Epoch: 12 Global Step: 216830 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:18,536-Speed 3338.45 samples/sec Loss 1.1068 LearningRate 0.0123 Epoch: 12 Global Step: 216840 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:21,605-Speed 3337.13 samples/sec Loss 1.1102 LearningRate 0.0123 Epoch: 12 Global Step: 216850 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:24,669-Speed 3342.89 samples/sec Loss 1.0479 LearningRate 0.0123 Epoch: 12 Global Step: 216860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:27,733-Speed 3342.09 samples/sec Loss 1.1120 LearningRate 0.0123 Epoch: 12 Global Step: 216870 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:30,799-Speed 3341.45 samples/sec Loss 1.0579 LearningRate 0.0123 Epoch: 12 Global Step: 216880 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:33,871-Speed 3334.01 samples/sec Loss 1.0563 LearningRate 0.0123 Epoch: 12 Global Step: 216890 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:36,936-Speed 3341.73 samples/sec Loss 1.0888 LearningRate 0.0123 Epoch: 12 Global Step: 216900 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:40,002-Speed 3341.13 samples/sec Loss 1.1016 LearningRate 0.0123 Epoch: 12 Global Step: 216910 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:43,066-Speed 3343.15 samples/sec Loss 1.0850 LearningRate 0.0123 Epoch: 12 Global Step: 216920 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:46,142-Speed 3330.24 samples/sec Loss 1.1121 LearningRate 0.0123 Epoch: 12 Global Step: 216930 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:49,220-Speed 3327.25 samples/sec Loss 1.1049 LearningRate 0.0123 Epoch: 12 Global Step: 216940 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:52,328-Speed 3295.89 samples/sec Loss 1.0691 LearningRate 0.0123 Epoch: 12 Global Step: 216950 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:11:55,406-Speed 3327.53 samples/sec Loss 1.0647 LearningRate 0.0123 Epoch: 12 Global Step: 216960 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:11:58,486-Speed 3324.59 samples/sec Loss 1.1040 LearningRate 0.0123 Epoch: 12 Global Step: 216970 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:02,105-Speed 2830.44 samples/sec Loss 1.1160 LearningRate 0.0123 Epoch: 12 Global Step: 216980 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:39,786-Speed 271.76 samples/sec Loss 0.8364 LearningRate 0.0122 Epoch: 13 Global Step: 216990 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:42,917-Speed 3272.35 samples/sec Loss 0.7389 LearningRate 0.0122 Epoch: 13 Global Step: 217000 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:46,054-Speed 3263.88 samples/sec Loss 0.7175 LearningRate 0.0122 Epoch: 13 Global Step: 217010 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:49,128-Speed 3333.00 samples/sec Loss 0.7101 LearningRate 0.0122 Epoch: 13 Global Step: 217020 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:52,285-Speed 3244.13 samples/sec Loss 0.7064 LearningRate 0.0122 Epoch: 13 Global Step: 217030 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:55,345-Speed 3346.54 samples/sec Loss 0.7091 LearningRate 0.0122 Epoch: 13 Global Step: 217040 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:12:58,430-Speed 3320.60 samples/sec Loss 0.7158 LearningRate 0.0122 Epoch: 13 Global Step: 217050 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:01,589-Speed 3241.97 samples/sec Loss 0.7062 LearningRate 0.0122 Epoch: 13 Global Step: 217060 Fp16 Grad Scale: 262144 Required: 12 hours Training: 2022-04-11 22:13:04,644-Speed 3353.03 samples/sec Loss 0.7129 LearningRate 0.0122 Epoch: 13 Global Step: 217070 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:07,710-Speed 3340.79 samples/sec Loss 0.7227 LearningRate 0.0122 Epoch: 13 Global Step: 217080 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:10,782-Speed 3333.70 samples/sec Loss 0.6992 LearningRate 0.0122 Epoch: 13 Global Step: 217090 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:13,851-Speed 3337.97 samples/sec Loss 0.7165 LearningRate 0.0122 Epoch: 13 Global Step: 217100 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:16,923-Speed 3334.13 samples/sec Loss 0.6783 LearningRate 0.0122 Epoch: 13 Global Step: 217110 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:20,010-Speed 3317.53 samples/sec Loss 0.7235 LearningRate 0.0122 Epoch: 13 Global Step: 217120 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:23,139-Speed 3273.54 samples/sec Loss 0.6861 LearningRate 0.0122 Epoch: 13 Global Step: 217130 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:26,234-Speed 3309.37 samples/sec Loss 0.6988 LearningRate 0.0122 Epoch: 13 Global Step: 217140 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:29,325-Speed 3313.24 samples/sec Loss 0.7061 LearningRate 0.0122 Epoch: 13 Global Step: 217150 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:32,407-Speed 3323.99 samples/sec Loss 0.6770 LearningRate 0.0122 Epoch: 13 Global Step: 217160 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:35,663-Speed 3145.72 samples/sec Loss 0.7001 LearningRate 0.0122 Epoch: 13 Global Step: 217170 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:38,733-Speed 3335.31 samples/sec Loss 0.6987 LearningRate 0.0122 Epoch: 13 Global Step: 217180 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:42,291-Speed 2878.81 samples/sec Loss 0.6825 LearningRate 0.0122 Epoch: 13 Global Step: 217190 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:45,551-Speed 3141.90 samples/sec Loss 0.6691 LearningRate 0.0122 Epoch: 13 Global Step: 217200 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:48,641-Speed 3314.52 samples/sec Loss 0.7057 LearningRate 0.0122 Epoch: 13 Global Step: 217210 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:51,740-Speed 3305.71 samples/sec Loss 0.6937 LearningRate 0.0122 Epoch: 13 Global Step: 217220 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:13:54,809-Speed 3337.60 samples/sec Loss 0.6952 LearningRate 0.0122 Epoch: 13 Global Step: 217230 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:13:57,869-Speed 3346.64 samples/sec Loss 0.7030 LearningRate 0.0122 Epoch: 13 Global Step: 217240 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:00,951-Speed 3323.89 samples/sec Loss 0.7107 LearningRate 0.0122 Epoch: 13 Global Step: 217250 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:04,025-Speed 3331.45 samples/sec Loss 0.7199 LearningRate 0.0122 Epoch: 13 Global Step: 217260 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:07,154-Speed 3273.33 samples/sec Loss 0.6938 LearningRate 0.0122 Epoch: 13 Global Step: 217270 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:10,252-Speed 3306.22 samples/sec Loss 0.6970 LearningRate 0.0122 Epoch: 13 Global Step: 217280 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:13,340-Speed 3316.54 samples/sec Loss 0.7021 LearningRate 0.0122 Epoch: 13 Global Step: 217290 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:16,413-Speed 3333.86 samples/sec Loss 0.6693 LearningRate 0.0122 Epoch: 13 Global Step: 217300 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:19,482-Speed 3337.64 samples/sec Loss 0.7503 LearningRate 0.0122 Epoch: 13 Global Step: 217310 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:22,544-Speed 3345.02 samples/sec Loss 0.7114 LearningRate 0.0122 Epoch: 13 Global Step: 217320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:25,606-Speed 3345.52 samples/sec Loss 0.6765 LearningRate 0.0122 Epoch: 13 Global Step: 217330 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:28,666-Speed 3346.24 samples/sec Loss 0.6865 LearningRate 0.0122 Epoch: 13 Global Step: 217340 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:31,725-Speed 3348.22 samples/sec Loss 0.7141 LearningRate 0.0122 Epoch: 13 Global Step: 217350 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:34,809-Speed 3321.71 samples/sec Loss 0.7207 LearningRate 0.0122 Epoch: 13 Global Step: 217360 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:37,884-Speed 3330.86 samples/sec Loss 0.7019 LearningRate 0.0122 Epoch: 13 Global Step: 217370 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:40,967-Speed 3321.32 samples/sec Loss 0.7054 LearningRate 0.0122 Epoch: 13 Global Step: 217380 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:44,084-Speed 3286.63 samples/sec Loss 0.7074 LearningRate 0.0122 Epoch: 13 Global Step: 217390 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:47,196-Speed 3291.86 samples/sec Loss 0.6876 LearningRate 0.0122 Epoch: 13 Global Step: 217400 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:14:50,267-Speed 3334.69 samples/sec Loss 0.7260 LearningRate 0.0122 Epoch: 13 Global Step: 217410 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:53,337-Speed 3336.38 samples/sec Loss 0.7145 LearningRate 0.0122 Epoch: 13 Global Step: 217420 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:56,433-Speed 3308.08 samples/sec Loss 0.7055 LearningRate 0.0122 Epoch: 13 Global Step: 217430 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:14:59,524-Speed 3313.31 samples/sec Loss 0.6859 LearningRate 0.0122 Epoch: 13 Global Step: 217440 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:15:02,609-Speed 3320.91 samples/sec Loss 0.6763 LearningRate 0.0122 Epoch: 13 Global Step: 217450 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:15:05,673-Speed 3341.95 samples/sec Loss 0.6941 LearningRate 0.0122 Epoch: 13 Global Step: 217460 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:15:08,743-Speed 3336.46 samples/sec Loss 0.7055 LearningRate 0.0121 Epoch: 13 Global Step: 217470 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:15:11,800-Speed 3350.51 samples/sec Loss 0.7205 LearningRate 0.0121 Epoch: 13 Global Step: 217480 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:15:14,901-Speed 3303.79 samples/sec Loss 0.6995 LearningRate 0.0121 Epoch: 13 Global Step: 217490 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:15:17,975-Speed 3331.43 samples/sec Loss 0.7083 LearningRate 0.0121 Epoch: 13 Global Step: 217500 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:15:21,061-Speed 3319.10 samples/sec Loss 0.6643 LearningRate 0.0121 Epoch: 13 Global Step: 217510 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:24,139-Speed 3327.26 samples/sec Loss 0.7348 LearningRate 0.0121 Epoch: 13 Global Step: 217520 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:27,206-Speed 3340.04 samples/sec Loss 0.6984 LearningRate 0.0121 Epoch: 13 Global Step: 217530 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:30,296-Speed 3314.25 samples/sec Loss 0.7043 LearningRate 0.0121 Epoch: 13 Global Step: 217540 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:33,469-Speed 3227.69 samples/sec Loss 0.6972 LearningRate 0.0121 Epoch: 13 Global Step: 217550 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:36,612-Speed 3259.11 samples/sec Loss 0.7045 LearningRate 0.0121 Epoch: 13 Global Step: 217560 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:39,674-Speed 3345.61 samples/sec Loss 0.7068 LearningRate 0.0121 Epoch: 13 Global Step: 217570 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:42,747-Speed 3332.45 samples/sec Loss 0.7223 LearningRate 0.0121 Epoch: 13 Global Step: 217580 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:45,807-Speed 3347.42 samples/sec Loss 0.7059 LearningRate 0.0121 Epoch: 13 Global Step: 217590 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:48,877-Speed 3335.96 samples/sec Loss 0.7029 LearningRate 0.0121 Epoch: 13 Global Step: 217600 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:51,997-Speed 3283.52 samples/sec Loss 0.6975 LearningRate 0.0121 Epoch: 13 Global Step: 217610 Fp16 Grad Scale: 262144 Required: 12 hours Training: 2022-04-11 22:15:55,053-Speed 3351.15 samples/sec Loss 0.6871 LearningRate 0.0121 Epoch: 13 Global Step: 217620 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:15:58,119-Speed 3340.87 samples/sec Loss 0.6902 LearningRate 0.0121 Epoch: 13 Global Step: 217630 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:01,198-Speed 3325.83 samples/sec Loss 0.6823 LearningRate 0.0121 Epoch: 13 Global Step: 217640 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:04,265-Speed 3340.53 samples/sec Loss 0.7363 LearningRate 0.0121 Epoch: 13 Global Step: 217650 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:07,323-Speed 3348.86 samples/sec Loss 0.7248 LearningRate 0.0121 Epoch: 13 Global Step: 217660 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:10,384-Speed 3346.94 samples/sec Loss 0.7014 LearningRate 0.0121 Epoch: 13 Global Step: 217670 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:13,441-Speed 3349.89 samples/sec Loss 0.7150 LearningRate 0.0121 Epoch: 13 Global Step: 217680 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:16,509-Speed 3338.43 samples/sec Loss 0.7600 LearningRate 0.0121 Epoch: 13 Global Step: 217690 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:19,578-Speed 3337.34 samples/sec Loss 0.7304 LearningRate 0.0121 Epoch: 13 Global Step: 217700 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:22,640-Speed 3345.09 samples/sec Loss 0.7345 LearningRate 0.0121 Epoch: 13 Global Step: 217710 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:25,685-Speed 3364.06 samples/sec Loss 0.7011 LearningRate 0.0121 Epoch: 13 Global Step: 217720 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:28,770-Speed 3319.87 samples/sec Loss 0.6817 LearningRate 0.0121 Epoch: 13 Global Step: 217730 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:31,910-Speed 3262.41 samples/sec Loss 0.7089 LearningRate 0.0121 Epoch: 13 Global Step: 217740 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:34,990-Speed 3325.72 samples/sec Loss 0.7405 LearningRate 0.0121 Epoch: 13 Global Step: 217750 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:38,076-Speed 3318.29 samples/sec Loss 0.6867 LearningRate 0.0121 Epoch: 13 Global Step: 217760 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:41,190-Speed 3289.30 samples/sec Loss 0.7045 LearningRate 0.0121 Epoch: 13 Global Step: 217770 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:44,357-Speed 3234.39 samples/sec Loss 0.7132 LearningRate 0.0121 Epoch: 13 Global Step: 217780 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:47,449-Speed 3312.23 samples/sec Loss 0.7283 LearningRate 0.0121 Epoch: 13 Global Step: 217790 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:50,657-Speed 3192.84 samples/sec Loss 0.7251 LearningRate 0.0121 Epoch: 13 Global Step: 217800 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:53,774-Speed 3285.64 samples/sec Loss 0.7477 LearningRate 0.0121 Epoch: 13 Global Step: 217810 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:16:56,846-Speed 3334.68 samples/sec Loss 0.7114 LearningRate 0.0121 Epoch: 13 Global Step: 217820 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:16:59,959-Speed 3290.19 samples/sec Loss 0.7522 LearningRate 0.0121 Epoch: 13 Global Step: 217830 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:03,043-Speed 3321.85 samples/sec Loss 0.7388 LearningRate 0.0121 Epoch: 13 Global Step: 217840 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:06,128-Speed 3319.65 samples/sec Loss 0.6943 LearningRate 0.0121 Epoch: 13 Global Step: 217850 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:09,195-Speed 3339.39 samples/sec Loss 0.7005 LearningRate 0.0121 Epoch: 13 Global Step: 217860 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:12,264-Speed 3337.74 samples/sec Loss 0.7036 LearningRate 0.0121 Epoch: 13 Global Step: 217870 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:15,321-Speed 3349.67 samples/sec Loss 0.7253 LearningRate 0.0121 Epoch: 13 Global Step: 217880 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:18,410-Speed 3316.40 samples/sec Loss 0.7083 LearningRate 0.0121 Epoch: 13 Global Step: 217890 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:21,512-Speed 3301.32 samples/sec Loss 0.7124 LearningRate 0.0121 Epoch: 13 Global Step: 217900 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:24,689-Speed 3223.99 samples/sec Loss 0.7157 LearningRate 0.0121 Epoch: 13 Global Step: 217910 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:27,753-Speed 3343.47 samples/sec Loss 0.7474 LearningRate 0.0121 Epoch: 13 Global Step: 217920 Fp16 Grad Scale: 262144 Required: 12 hours Training: 2022-04-11 22:17:30,832-Speed 3326.48 samples/sec Loss 0.6943 LearningRate 0.0121 Epoch: 13 Global Step: 217930 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:33,920-Speed 3316.45 samples/sec Loss 0.7062 LearningRate 0.0121 Epoch: 13 Global Step: 217940 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:36,996-Speed 3329.70 samples/sec Loss 0.7171 LearningRate 0.0120 Epoch: 13 Global Step: 217950 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:40,139-Speed 3259.18 samples/sec Loss 0.6919 LearningRate 0.0120 Epoch: 13 Global Step: 217960 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:43,367-Speed 3172.66 samples/sec Loss 0.7198 LearningRate 0.0120 Epoch: 13 Global Step: 217970 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:46,508-Speed 3261.07 samples/sec Loss 0.7434 LearningRate 0.0120 Epoch: 13 Global Step: 217980 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:49,576-Speed 3338.55 samples/sec Loss 0.7315 LearningRate 0.0120 Epoch: 13 Global Step: 217990 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:17:52,698-Speed 3280.88 samples/sec Loss 0.7047 LearningRate 0.0120 Epoch: 13 Global Step: 218000 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:18:36,686-[lfw][218000]XNorm: 20.087014 Training: 2022-04-11 22:18:36,686-[lfw][218000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-11 22:18:36,687-[lfw][218000]Accuracy-Highest: 0.99817 Training: 2022-04-11 22:19:27,605-[cfp_fp][218000]XNorm: 20.891124 Training: 2022-04-11 22:19:27,606-[cfp_fp][218000]Accuracy-Flip: 0.99100+-0.00414 Training: 2022-04-11 22:19:27,606-[cfp_fp][218000]Accuracy-Highest: 0.99100 Training: 2022-04-11 22:20:11,497-[agedb_30][218000]XNorm: 21.343681 Training: 2022-04-11 22:20:11,498-[agedb_30][218000]Accuracy-Flip: 0.98400+-0.00688 Training: 2022-04-11 22:20:11,498-[agedb_30][218000]Accuracy-Highest: 0.98567 Training: 2022-04-11 22:20:14,571-Speed 72.18 samples/sec Loss 0.7104 LearningRate 0.0120 Epoch: 13 Global Step: 218010 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:20:17,647-Speed 3329.56 samples/sec Loss 0.7471 LearningRate 0.0120 Epoch: 13 Global Step: 218020 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:20:20,868-Speed 3180.95 samples/sec Loss 0.7412 LearningRate 0.0120 Epoch: 13 Global Step: 218030 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:20:24,030-Speed 3238.57 samples/sec Loss 0.7161 LearningRate 0.0120 Epoch: 13 Global Step: 218040 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:20:27,126-Speed 3308.62 samples/sec Loss 0.7007 LearningRate 0.0120 Epoch: 13 Global Step: 218050 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:30,182-Speed 3351.32 samples/sec Loss 0.7165 LearningRate 0.0120 Epoch: 13 Global Step: 218060 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:33,258-Speed 3329.62 samples/sec Loss 0.7173 LearningRate 0.0120 Epoch: 13 Global Step: 218070 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:36,319-Speed 3346.22 samples/sec Loss 0.7249 LearningRate 0.0120 Epoch: 13 Global Step: 218080 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:39,381-Speed 3345.47 samples/sec Loss 0.7290 LearningRate 0.0120 Epoch: 13 Global Step: 218090 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:42,495-Speed 3288.95 samples/sec Loss 0.7267 LearningRate 0.0120 Epoch: 13 Global Step: 218100 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:45,604-Speed 3294.76 samples/sec Loss 0.7262 LearningRate 0.0120 Epoch: 13 Global Step: 218110 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:48,748-Speed 3257.76 samples/sec Loss 0.7351 LearningRate 0.0120 Epoch: 13 Global Step: 218120 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:51,802-Speed 3353.54 samples/sec Loss 0.7166 LearningRate 0.0120 Epoch: 13 Global Step: 218130 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:54,898-Speed 3308.52 samples/sec Loss 0.7290 LearningRate 0.0120 Epoch: 13 Global Step: 218140 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:20:57,956-Speed 3348.82 samples/sec Loss 0.7218 LearningRate 0.0120 Epoch: 13 Global Step: 218150 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:21:01,070-Speed 3289.58 samples/sec Loss 0.7134 LearningRate 0.0120 Epoch: 13 Global Step: 218160 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:04,126-Speed 3350.98 samples/sec Loss 0.7097 LearningRate 0.0120 Epoch: 13 Global Step: 218170 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:07,190-Speed 3342.76 samples/sec Loss 0.7528 LearningRate 0.0120 Epoch: 13 Global Step: 218180 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:10,292-Speed 3303.20 samples/sec Loss 0.7515 LearningRate 0.0120 Epoch: 13 Global Step: 218190 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:13,365-Speed 3332.40 samples/sec Loss 0.7042 LearningRate 0.0120 Epoch: 13 Global Step: 218200 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:16,422-Speed 3350.75 samples/sec Loss 0.7206 LearningRate 0.0120 Epoch: 13 Global Step: 218210 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:19,530-Speed 3295.42 samples/sec Loss 0.7255 LearningRate 0.0120 Epoch: 13 Global Step: 218220 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:22,661-Speed 3271.43 samples/sec Loss 0.7102 LearningRate 0.0120 Epoch: 13 Global Step: 218230 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:25,821-Speed 3241.19 samples/sec Loss 0.6803 LearningRate 0.0120 Epoch: 13 Global Step: 218240 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:28,931-Speed 3292.88 samples/sec Loss 0.7085 LearningRate 0.0120 Epoch: 13 Global Step: 218250 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:31,994-Speed 3343.63 samples/sec Loss 0.7158 LearningRate 0.0120 Epoch: 13 Global Step: 218260 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:21:35,051-Speed 3350.42 samples/sec Loss 0.7469 LearningRate 0.0120 Epoch: 13 Global Step: 218270 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:21:38,117-Speed 3341.28 samples/sec Loss 0.7295 LearningRate 0.0120 Epoch: 13 Global Step: 218280 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:21:41,170-Speed 3355.40 samples/sec Loss 0.7549 LearningRate 0.0120 Epoch: 13 Global Step: 218290 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:21:44,235-Speed 3341.63 samples/sec Loss 0.7111 LearningRate 0.0120 Epoch: 13 Global Step: 218300 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:21:47,295-Speed 3347.39 samples/sec Loss 0.7226 LearningRate 0.0120 Epoch: 13 Global Step: 218310 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:21:50,357-Speed 3344.86 samples/sec Loss 0.7437 LearningRate 0.0120 Epoch: 13 Global Step: 218320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:53,414-Speed 3350.48 samples/sec Loss 0.7411 LearningRate 0.0120 Epoch: 13 Global Step: 218330 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:56,476-Speed 3344.64 samples/sec Loss 0.7167 LearningRate 0.0120 Epoch: 13 Global Step: 218340 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:21:59,540-Speed 3342.99 samples/sec Loss 0.7654 LearningRate 0.0120 Epoch: 13 Global Step: 218350 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:02,597-Speed 3350.25 samples/sec Loss 0.7334 LearningRate 0.0120 Epoch: 13 Global Step: 218360 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:05,658-Speed 3346.84 samples/sec Loss 0.7528 LearningRate 0.0120 Epoch: 13 Global Step: 218370 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:08,710-Speed 3355.07 samples/sec Loss 0.6913 LearningRate 0.0120 Epoch: 13 Global Step: 218380 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:11,769-Speed 3349.27 samples/sec Loss 0.7322 LearningRate 0.0120 Epoch: 13 Global Step: 218390 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:14,836-Speed 3339.33 samples/sec Loss 0.7288 LearningRate 0.0120 Epoch: 13 Global Step: 218400 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:17,894-Speed 3348.49 samples/sec Loss 0.7244 LearningRate 0.0120 Epoch: 13 Global Step: 218410 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:20,941-Speed 3361.61 samples/sec Loss 0.7414 LearningRate 0.0120 Epoch: 13 Global Step: 218420 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:24,011-Speed 3336.72 samples/sec Loss 0.7672 LearningRate 0.0119 Epoch: 13 Global Step: 218430 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:27,117-Speed 3297.17 samples/sec Loss 0.6996 LearningRate 0.0119 Epoch: 13 Global Step: 218440 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:30,185-Speed 3338.90 samples/sec Loss 0.7229 LearningRate 0.0119 Epoch: 13 Global Step: 218450 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:33,271-Speed 3318.78 samples/sec Loss 0.7342 LearningRate 0.0119 Epoch: 13 Global Step: 218460 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:36,340-Speed 3336.78 samples/sec Loss 0.7585 LearningRate 0.0119 Epoch: 13 Global Step: 218470 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:39,400-Speed 3348.07 samples/sec Loss 0.7473 LearningRate 0.0119 Epoch: 13 Global Step: 218480 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:42,457-Speed 3350.27 samples/sec Loss 0.7298 LearningRate 0.0119 Epoch: 13 Global Step: 218490 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:45,565-Speed 3295.28 samples/sec Loss 0.7053 LearningRate 0.0119 Epoch: 13 Global Step: 218500 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:48,627-Speed 3345.44 samples/sec Loss 0.7529 LearningRate 0.0119 Epoch: 13 Global Step: 218510 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:22:51,686-Speed 3347.64 samples/sec Loss 0.7595 LearningRate 0.0119 Epoch: 13 Global Step: 218520 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:22:54,773-Speed 3317.41 samples/sec Loss 0.6892 LearningRate 0.0119 Epoch: 13 Global Step: 218530 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:22:57,839-Speed 3341.37 samples/sec Loss 0.7474 LearningRate 0.0119 Epoch: 13 Global Step: 218540 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:00,913-Speed 3332.72 samples/sec Loss 0.7533 LearningRate 0.0119 Epoch: 13 Global Step: 218550 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:04,045-Speed 3269.81 samples/sec Loss 0.7128 LearningRate 0.0119 Epoch: 13 Global Step: 218560 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:07,101-Speed 3350.69 samples/sec Loss 0.7310 LearningRate 0.0119 Epoch: 13 Global Step: 218570 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:10,163-Speed 3345.21 samples/sec Loss 0.7327 LearningRate 0.0119 Epoch: 13 Global Step: 218580 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:13,235-Speed 3334.62 samples/sec Loss 0.7188 LearningRate 0.0119 Epoch: 13 Global Step: 218590 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:16,297-Speed 3345.22 samples/sec Loss 0.7284 LearningRate 0.0119 Epoch: 13 Global Step: 218600 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:19,347-Speed 3357.72 samples/sec Loss 0.7270 LearningRate 0.0119 Epoch: 13 Global Step: 218610 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:22,409-Speed 3344.98 samples/sec Loss 0.7339 LearningRate 0.0119 Epoch: 13 Global Step: 218620 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:25,466-Speed 3351.00 samples/sec Loss 0.7399 LearningRate 0.0119 Epoch: 13 Global Step: 218630 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:28,528-Speed 3344.60 samples/sec Loss 0.7166 LearningRate 0.0119 Epoch: 13 Global Step: 218640 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:31,585-Speed 3351.44 samples/sec Loss 0.7566 LearningRate 0.0119 Epoch: 13 Global Step: 218650 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:34,644-Speed 3347.61 samples/sec Loss 0.7448 LearningRate 0.0119 Epoch: 13 Global Step: 218660 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:37,719-Speed 3331.36 samples/sec Loss 0.7325 LearningRate 0.0119 Epoch: 13 Global Step: 218670 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:40,911-Speed 3208.05 samples/sec Loss 0.7349 LearningRate 0.0119 Epoch: 13 Global Step: 218680 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:43,975-Speed 3343.12 samples/sec Loss 0.7656 LearningRate 0.0119 Epoch: 13 Global Step: 218690 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:47,045-Speed 3336.24 samples/sec Loss 0.7329 LearningRate 0.0119 Epoch: 13 Global Step: 218700 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:23:50,116-Speed 3335.81 samples/sec Loss 0.7510 LearningRate 0.0119 Epoch: 13 Global Step: 218710 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:53,196-Speed 3325.82 samples/sec Loss 0.7707 LearningRate 0.0119 Epoch: 13 Global Step: 218720 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:56,257-Speed 3345.28 samples/sec Loss 0.7537 LearningRate 0.0119 Epoch: 13 Global Step: 218730 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:23:59,380-Speed 3279.83 samples/sec Loss 0.7239 LearningRate 0.0119 Epoch: 13 Global Step: 218740 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:02,437-Speed 3350.63 samples/sec Loss 0.7292 LearningRate 0.0119 Epoch: 13 Global Step: 218750 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:05,492-Speed 3351.95 samples/sec Loss 0.7440 LearningRate 0.0119 Epoch: 13 Global Step: 218760 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:08,576-Speed 3321.70 samples/sec Loss 0.7371 LearningRate 0.0119 Epoch: 13 Global Step: 218770 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:11,649-Speed 3333.54 samples/sec Loss 0.7383 LearningRate 0.0119 Epoch: 13 Global Step: 218780 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:14,716-Speed 3338.77 samples/sec Loss 0.7523 LearningRate 0.0119 Epoch: 13 Global Step: 218790 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:17,785-Speed 3338.03 samples/sec Loss 0.7525 LearningRate 0.0119 Epoch: 13 Global Step: 218800 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:20,911-Speed 3276.32 samples/sec Loss 0.7249 LearningRate 0.0119 Epoch: 13 Global Step: 218810 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:23,967-Speed 3352.22 samples/sec Loss 0.7260 LearningRate 0.0119 Epoch: 13 Global Step: 218820 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:27,029-Speed 3343.95 samples/sec Loss 0.7108 LearningRate 0.0119 Epoch: 13 Global Step: 218830 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:30,089-Speed 3347.55 samples/sec Loss 0.7449 LearningRate 0.0119 Epoch: 13 Global Step: 218840 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:33,147-Speed 3349.52 samples/sec Loss 0.7216 LearningRate 0.0119 Epoch: 13 Global Step: 218850 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:36,202-Speed 3352.27 samples/sec Loss 0.7225 LearningRate 0.0119 Epoch: 13 Global Step: 218860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:24:39,301-Speed 3305.68 samples/sec Loss 0.7239 LearningRate 0.0119 Epoch: 13 Global Step: 218870 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:42,360-Speed 3348.23 samples/sec Loss 0.7645 LearningRate 0.0119 Epoch: 13 Global Step: 218880 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:45,471-Speed 3292.74 samples/sec Loss 0.7300 LearningRate 0.0119 Epoch: 13 Global Step: 218890 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:48,582-Speed 3291.76 samples/sec Loss 0.7392 LearningRate 0.0119 Epoch: 13 Global Step: 218900 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:51,662-Speed 3325.83 samples/sec Loss 0.7675 LearningRate 0.0118 Epoch: 13 Global Step: 218910 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:54,784-Speed 3280.85 samples/sec Loss 0.7164 LearningRate 0.0118 Epoch: 13 Global Step: 218920 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:24:58,004-Speed 3180.32 samples/sec Loss 0.7381 LearningRate 0.0118 Epoch: 13 Global Step: 218930 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:02,003-Speed 2561.39 samples/sec Loss 0.7745 LearningRate 0.0118 Epoch: 13 Global Step: 218940 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:05,075-Speed 3333.91 samples/sec Loss 0.7440 LearningRate 0.0118 Epoch: 13 Global Step: 218950 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:11,144-Speed 1687.50 samples/sec Loss 0.7523 LearningRate 0.0118 Epoch: 13 Global Step: 218960 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:14,998-Speed 2657.52 samples/sec Loss 0.7727 LearningRate 0.0118 Epoch: 13 Global Step: 218970 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:18,068-Speed 3336.45 samples/sec Loss 0.7128 LearningRate 0.0118 Epoch: 13 Global Step: 218980 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:21,196-Speed 3274.58 samples/sec Loss 0.7371 LearningRate 0.0118 Epoch: 13 Global Step: 218990 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:24,273-Speed 3328.35 samples/sec Loss 0.7426 LearningRate 0.0118 Epoch: 13 Global Step: 219000 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:27,327-Speed 3352.89 samples/sec Loss 0.7573 LearningRate 0.0118 Epoch: 13 Global Step: 219010 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:30,388-Speed 3346.85 samples/sec Loss 0.7589 LearningRate 0.0118 Epoch: 13 Global Step: 219020 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:33,457-Speed 3336.79 samples/sec Loss 0.7119 LearningRate 0.0118 Epoch: 13 Global Step: 219030 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:36,535-Speed 3327.79 samples/sec Loss 0.7699 LearningRate 0.0118 Epoch: 13 Global Step: 219040 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:39,641-Speed 3298.14 samples/sec Loss 0.7288 LearningRate 0.0118 Epoch: 13 Global Step: 219050 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:42,847-Speed 3194.74 samples/sec Loss 0.7653 LearningRate 0.0118 Epoch: 13 Global Step: 219060 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:45,928-Speed 3323.84 samples/sec Loss 0.7873 LearningRate 0.0118 Epoch: 13 Global Step: 219070 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:49,019-Speed 3314.27 samples/sec Loss 0.7125 LearningRate 0.0118 Epoch: 13 Global Step: 219080 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:52,193-Speed 3227.00 samples/sec Loss 0.7418 LearningRate 0.0118 Epoch: 13 Global Step: 219090 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:25:55,291-Speed 3305.74 samples/sec Loss 0.7552 LearningRate 0.0118 Epoch: 13 Global Step: 219100 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:25:58,412-Speed 3281.25 samples/sec Loss 0.7564 LearningRate 0.0118 Epoch: 13 Global Step: 219110 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:01,480-Speed 3338.70 samples/sec Loss 0.7345 LearningRate 0.0118 Epoch: 13 Global Step: 219120 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:04,551-Speed 3335.64 samples/sec Loss 0.7320 LearningRate 0.0118 Epoch: 13 Global Step: 219130 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:07,650-Speed 3304.56 samples/sec Loss 0.7187 LearningRate 0.0118 Epoch: 13 Global Step: 219140 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:10,722-Speed 3334.97 samples/sec Loss 0.7972 LearningRate 0.0118 Epoch: 13 Global Step: 219150 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:13,836-Speed 3288.33 samples/sec Loss 0.7532 LearningRate 0.0118 Epoch: 13 Global Step: 219160 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:16,897-Speed 3346.44 samples/sec Loss 0.7369 LearningRate 0.0118 Epoch: 13 Global Step: 219170 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:20,000-Speed 3300.18 samples/sec Loss 0.7644 LearningRate 0.0118 Epoch: 13 Global Step: 219180 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:23,222-Speed 3179.21 samples/sec Loss 0.7608 LearningRate 0.0118 Epoch: 13 Global Step: 219190 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:26,381-Speed 3242.64 samples/sec Loss 0.7131 LearningRate 0.0118 Epoch: 13 Global Step: 219200 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:29,471-Speed 3314.69 samples/sec Loss 0.7384 LearningRate 0.0118 Epoch: 13 Global Step: 219210 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:32,552-Speed 3323.83 samples/sec Loss 0.7378 LearningRate 0.0118 Epoch: 13 Global Step: 219220 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:35,641-Speed 3316.36 samples/sec Loss 0.7367 LearningRate 0.0118 Epoch: 13 Global Step: 219230 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:38,707-Speed 3340.13 samples/sec Loss 0.7294 LearningRate 0.0118 Epoch: 13 Global Step: 219240 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:41,768-Speed 3346.72 samples/sec Loss 0.7576 LearningRate 0.0118 Epoch: 13 Global Step: 219250 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:44,840-Speed 3333.97 samples/sec Loss 0.7531 LearningRate 0.0118 Epoch: 13 Global Step: 219260 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:47,917-Speed 3328.18 samples/sec Loss 0.7098 LearningRate 0.0118 Epoch: 13 Global Step: 219270 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:51,014-Speed 3307.92 samples/sec Loss 0.7687 LearningRate 0.0118 Epoch: 13 Global Step: 219280 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:26:54,061-Speed 3360.89 samples/sec Loss 0.7023 LearningRate 0.0118 Epoch: 13 Global Step: 219290 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:26:57,131-Speed 3336.08 samples/sec Loss 0.7748 LearningRate 0.0118 Epoch: 13 Global Step: 219300 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:00,197-Speed 3340.92 samples/sec Loss 0.7354 LearningRate 0.0118 Epoch: 13 Global Step: 219310 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:03,355-Speed 3243.44 samples/sec Loss 0.7685 LearningRate 0.0118 Epoch: 13 Global Step: 219320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:06,538-Speed 3218.11 samples/sec Loss 0.7841 LearningRate 0.0118 Epoch: 13 Global Step: 219330 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:09,720-Speed 3218.70 samples/sec Loss 0.7766 LearningRate 0.0118 Epoch: 13 Global Step: 219340 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:12,880-Speed 3241.23 samples/sec Loss 0.7402 LearningRate 0.0118 Epoch: 13 Global Step: 219350 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:15,956-Speed 3330.29 samples/sec Loss 0.7429 LearningRate 0.0118 Epoch: 13 Global Step: 219360 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:19,033-Speed 3327.60 samples/sec Loss 0.7294 LearningRate 0.0118 Epoch: 13 Global Step: 219370 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:22,189-Speed 3245.94 samples/sec Loss 0.7297 LearningRate 0.0118 Epoch: 13 Global Step: 219380 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:25,443-Speed 3147.24 samples/sec Loss 0.7900 LearningRate 0.0118 Epoch: 13 Global Step: 219390 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:27:28,501-Speed 3349.54 samples/sec Loss 0.7726 LearningRate 0.0117 Epoch: 13 Global Step: 219400 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:31,582-Speed 3325.25 samples/sec Loss 0.7657 LearningRate 0.0117 Epoch: 13 Global Step: 219410 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:34,748-Speed 3234.85 samples/sec Loss 0.7286 LearningRate 0.0117 Epoch: 13 Global Step: 219420 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:37,811-Speed 3343.24 samples/sec Loss 0.7462 LearningRate 0.0117 Epoch: 13 Global Step: 219430 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:40,908-Speed 3307.84 samples/sec Loss 0.7748 LearningRate 0.0117 Epoch: 13 Global Step: 219440 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:43,969-Speed 3345.80 samples/sec Loss 0.7376 LearningRate 0.0117 Epoch: 13 Global Step: 219450 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:47,040-Speed 3335.29 samples/sec Loss 0.7387 LearningRate 0.0117 Epoch: 13 Global Step: 219460 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:50,143-Speed 3300.72 samples/sec Loss 0.7419 LearningRate 0.0117 Epoch: 13 Global Step: 219470 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:53,226-Speed 3322.46 samples/sec Loss 0.7560 LearningRate 0.0117 Epoch: 13 Global Step: 219480 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:56,299-Speed 3332.86 samples/sec Loss 0.7624 LearningRate 0.0117 Epoch: 13 Global Step: 219490 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:27:59,389-Speed 3315.29 samples/sec Loss 0.7891 LearningRate 0.0117 Epoch: 13 Global Step: 219500 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:02,485-Speed 3307.30 samples/sec Loss 0.7981 LearningRate 0.0117 Epoch: 13 Global Step: 219510 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:05,618-Speed 3269.79 samples/sec Loss 0.7694 LearningRate 0.0117 Epoch: 13 Global Step: 219520 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:08,749-Speed 3270.62 samples/sec Loss 0.7619 LearningRate 0.0117 Epoch: 13 Global Step: 219530 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:11,825-Speed 3330.21 samples/sec Loss 0.7809 LearningRate 0.0117 Epoch: 13 Global Step: 219540 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:14,903-Speed 3327.74 samples/sec Loss 0.7823 LearningRate 0.0117 Epoch: 13 Global Step: 219550 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:18,043-Speed 3261.88 samples/sec Loss 0.7962 LearningRate 0.0117 Epoch: 13 Global Step: 219560 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:21,268-Speed 3176.10 samples/sec Loss 0.7537 LearningRate 0.0117 Epoch: 13 Global Step: 219570 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:24,493-Speed 3176.10 samples/sec Loss 0.7698 LearningRate 0.0117 Epoch: 13 Global Step: 219580 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:27,640-Speed 3254.14 samples/sec Loss 0.7579 LearningRate 0.0117 Epoch: 13 Global Step: 219590 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:30,856-Speed 3185.00 samples/sec Loss 0.7625 LearningRate 0.0117 Epoch: 13 Global Step: 219600 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:33,964-Speed 3294.98 samples/sec Loss 0.7790 LearningRate 0.0117 Epoch: 13 Global Step: 219610 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:37,080-Speed 3287.02 samples/sec Loss 0.7836 LearningRate 0.0117 Epoch: 13 Global Step: 219620 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:40,201-Speed 3282.42 samples/sec Loss 0.7472 LearningRate 0.0117 Epoch: 13 Global Step: 219630 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:28:43,267-Speed 3340.48 samples/sec Loss 0.7495 LearningRate 0.0117 Epoch: 13 Global Step: 219640 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:46,352-Speed 3320.11 samples/sec Loss 0.8047 LearningRate 0.0117 Epoch: 13 Global Step: 219650 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:49,433-Speed 3323.65 samples/sec Loss 0.7821 LearningRate 0.0117 Epoch: 13 Global Step: 219660 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:52,571-Speed 3264.46 samples/sec Loss 0.7619 LearningRate 0.0117 Epoch: 13 Global Step: 219670 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:55,695-Speed 3278.94 samples/sec Loss 0.7847 LearningRate 0.0117 Epoch: 13 Global Step: 219680 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:28:58,766-Speed 3335.12 samples/sec Loss 0.7636 LearningRate 0.0117 Epoch: 13 Global Step: 219690 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:29:01,878-Speed 3290.91 samples/sec Loss 0.7918 LearningRate 0.0117 Epoch: 13 Global Step: 219700 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:29:04,953-Speed 3331.71 samples/sec Loss 0.7698 LearningRate 0.0117 Epoch: 13 Global Step: 219710 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:29:08,029-Speed 3329.55 samples/sec Loss 0.7858 LearningRate 0.0117 Epoch: 13 Global Step: 219720 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:29:11,083-Speed 3353.97 samples/sec Loss 0.7673 LearningRate 0.0117 Epoch: 13 Global Step: 219730 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:14,150-Speed 3338.55 samples/sec Loss 0.7298 LearningRate 0.0117 Epoch: 13 Global Step: 219740 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:17,261-Speed 3293.46 samples/sec Loss 0.7713 LearningRate 0.0117 Epoch: 13 Global Step: 219750 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:20,326-Speed 3341.57 samples/sec Loss 0.7726 LearningRate 0.0117 Epoch: 13 Global Step: 219760 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:23,396-Speed 3335.83 samples/sec Loss 0.7949 LearningRate 0.0117 Epoch: 13 Global Step: 219770 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:26,476-Speed 3325.72 samples/sec Loss 0.7541 LearningRate 0.0117 Epoch: 13 Global Step: 219780 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:29,550-Speed 3331.71 samples/sec Loss 0.7517 LearningRate 0.0117 Epoch: 13 Global Step: 219790 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:32,616-Speed 3340.86 samples/sec Loss 0.7557 LearningRate 0.0117 Epoch: 13 Global Step: 219800 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:35,697-Speed 3323.58 samples/sec Loss 0.7337 LearningRate 0.0117 Epoch: 13 Global Step: 219810 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:38,766-Speed 3337.85 samples/sec Loss 0.7792 LearningRate 0.0117 Epoch: 13 Global Step: 219820 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:41,846-Speed 3324.95 samples/sec Loss 0.7389 LearningRate 0.0117 Epoch: 13 Global Step: 219830 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:29:44,954-Speed 3296.31 samples/sec Loss 0.7396 LearningRate 0.0117 Epoch: 13 Global Step: 219840 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:29:48,024-Speed 3336.72 samples/sec Loss 0.7533 LearningRate 0.0117 Epoch: 13 Global Step: 219850 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:29:51,091-Speed 3338.76 samples/sec Loss 0.7831 LearningRate 0.0117 Epoch: 13 Global Step: 219860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:54,157-Speed 3341.61 samples/sec Loss 0.7687 LearningRate 0.0117 Epoch: 13 Global Step: 219870 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:29:57,224-Speed 3338.83 samples/sec Loss 0.7733 LearningRate 0.0117 Epoch: 13 Global Step: 219880 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:00,291-Speed 3339.90 samples/sec Loss 0.7725 LearningRate 0.0116 Epoch: 13 Global Step: 219890 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:03,360-Speed 3337.08 samples/sec Loss 0.7624 LearningRate 0.0116 Epoch: 13 Global Step: 219900 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:06,464-Speed 3299.75 samples/sec Loss 0.7817 LearningRate 0.0116 Epoch: 13 Global Step: 219910 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:09,604-Speed 3262.49 samples/sec Loss 0.7563 LearningRate 0.0116 Epoch: 13 Global Step: 219920 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:12,676-Speed 3334.37 samples/sec Loss 0.7715 LearningRate 0.0116 Epoch: 13 Global Step: 219930 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:15,776-Speed 3303.23 samples/sec Loss 0.7905 LearningRate 0.0116 Epoch: 13 Global Step: 219940 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:18,841-Speed 3342.39 samples/sec Loss 0.7775 LearningRate 0.0116 Epoch: 13 Global Step: 219950 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:21,950-Speed 3293.82 samples/sec Loss 0.7720 LearningRate 0.0116 Epoch: 13 Global Step: 219960 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:30:25,027-Speed 3329.23 samples/sec Loss 0.7693 LearningRate 0.0116 Epoch: 13 Global Step: 219970 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:30:28,099-Speed 3333.94 samples/sec Loss 0.7414 LearningRate 0.0116 Epoch: 13 Global Step: 219980 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:31,172-Speed 3332.72 samples/sec Loss 0.7473 LearningRate 0.0116 Epoch: 13 Global Step: 219990 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:30:34,244-Speed 3334.55 samples/sec Loss 0.7771 LearningRate 0.0116 Epoch: 13 Global Step: 220000 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:31:18,537-[lfw][220000]XNorm: 22.635737 Training: 2022-04-11 22:31:18,538-[lfw][220000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-11 22:31:18,538-[lfw][220000]Accuracy-Highest: 0.99817 Training: 2022-04-11 22:32:10,033-[cfp_fp][220000]XNorm: 23.086130 Training: 2022-04-11 22:32:10,034-[cfp_fp][220000]Accuracy-Flip: 0.99043+-0.00452 Training: 2022-04-11 22:32:10,034-[cfp_fp][220000]Accuracy-Highest: 0.99100 Training: 2022-04-11 22:32:54,339-[agedb_30][220000]XNorm: 23.498052 Training: 2022-04-11 22:32:54,339-[agedb_30][220000]Accuracy-Flip: 0.98450+-0.00628 Training: 2022-04-11 22:32:54,340-[agedb_30][220000]Accuracy-Highest: 0.98567 Training: 2022-04-11 22:32:57,516-Speed 71.47 samples/sec Loss 0.7683 LearningRate 0.0116 Epoch: 13 Global Step: 220010 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:00,601-Speed 3320.27 samples/sec Loss 0.7828 LearningRate 0.0116 Epoch: 13 Global Step: 220020 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:03,659-Speed 3350.31 samples/sec Loss 0.7621 LearningRate 0.0116 Epoch: 13 Global Step: 220030 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:06,762-Speed 3300.26 samples/sec Loss 0.8025 LearningRate 0.0116 Epoch: 13 Global Step: 220040 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:09,831-Speed 3337.61 samples/sec Loss 0.7746 LearningRate 0.0116 Epoch: 13 Global Step: 220050 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:13,003-Speed 3228.28 samples/sec Loss 0.7965 LearningRate 0.0116 Epoch: 13 Global Step: 220060 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:16,110-Speed 3296.32 samples/sec Loss 0.7950 LearningRate 0.0116 Epoch: 13 Global Step: 220070 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:19,179-Speed 3337.60 samples/sec Loss 0.8002 LearningRate 0.0116 Epoch: 13 Global Step: 220080 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:22,261-Speed 3323.08 samples/sec Loss 0.7565 LearningRate 0.0116 Epoch: 13 Global Step: 220090 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:25,321-Speed 3347.61 samples/sec Loss 0.8015 LearningRate 0.0116 Epoch: 13 Global Step: 220100 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:28,401-Speed 3325.41 samples/sec Loss 0.7767 LearningRate 0.0116 Epoch: 13 Global Step: 220110 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:31,515-Speed 3288.74 samples/sec Loss 0.7650 LearningRate 0.0116 Epoch: 13 Global Step: 220120 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:34,605-Speed 3314.67 samples/sec Loss 0.7849 LearningRate 0.0116 Epoch: 13 Global Step: 220130 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:37,667-Speed 3345.64 samples/sec Loss 0.7767 LearningRate 0.0116 Epoch: 13 Global Step: 220140 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:40,736-Speed 3336.52 samples/sec Loss 0.7372 LearningRate 0.0116 Epoch: 13 Global Step: 220150 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:43,865-Speed 3273.21 samples/sec Loss 0.8255 LearningRate 0.0116 Epoch: 13 Global Step: 220160 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:47,013-Speed 3254.29 samples/sec Loss 0.7713 LearningRate 0.0116 Epoch: 13 Global Step: 220170 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:33:50,137-Speed 3279.09 samples/sec Loss 0.7748 LearningRate 0.0116 Epoch: 13 Global Step: 220180 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:33:53,293-Speed 3244.57 samples/sec Loss 0.8063 LearningRate 0.0116 Epoch: 13 Global Step: 220190 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:33:56,352-Speed 3348.82 samples/sec Loss 0.7717 LearningRate 0.0116 Epoch: 13 Global Step: 220200 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:33:59,555-Speed 3197.06 samples/sec Loss 0.8156 LearningRate 0.0116 Epoch: 13 Global Step: 220210 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:02,688-Speed 3269.64 samples/sec Loss 0.7546 LearningRate 0.0116 Epoch: 13 Global Step: 220220 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:05,750-Speed 3344.70 samples/sec Loss 0.7832 LearningRate 0.0116 Epoch: 13 Global Step: 220230 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:08,828-Speed 3327.96 samples/sec Loss 0.7775 LearningRate 0.0116 Epoch: 13 Global Step: 220240 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:11,888-Speed 3346.38 samples/sec Loss 0.7648 LearningRate 0.0116 Epoch: 13 Global Step: 220250 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:14,954-Speed 3340.34 samples/sec Loss 0.7845 LearningRate 0.0116 Epoch: 13 Global Step: 220260 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:18,022-Speed 3339.57 samples/sec Loss 0.7798 LearningRate 0.0116 Epoch: 13 Global Step: 220270 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:21,108-Speed 3318.63 samples/sec Loss 0.7779 LearningRate 0.0116 Epoch: 13 Global Step: 220280 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:24,273-Speed 3236.11 samples/sec Loss 0.7655 LearningRate 0.0116 Epoch: 13 Global Step: 220290 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:27,367-Speed 3310.20 samples/sec Loss 0.7701 LearningRate 0.0116 Epoch: 13 Global Step: 220300 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:30,472-Speed 3298.97 samples/sec Loss 0.7583 LearningRate 0.0116 Epoch: 13 Global Step: 220310 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:33,618-Speed 3255.35 samples/sec Loss 0.7603 LearningRate 0.0116 Epoch: 13 Global Step: 220320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:36,762-Speed 3257.42 samples/sec Loss 0.8287 LearningRate 0.0116 Epoch: 13 Global Step: 220330 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:39,853-Speed 3313.41 samples/sec Loss 0.7819 LearningRate 0.0116 Epoch: 13 Global Step: 220340 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:42,913-Speed 3347.09 samples/sec Loss 0.7761 LearningRate 0.0116 Epoch: 13 Global Step: 220350 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:46,002-Speed 3316.34 samples/sec Loss 0.8118 LearningRate 0.0116 Epoch: 13 Global Step: 220360 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:49,152-Speed 3252.00 samples/sec Loss 0.7771 LearningRate 0.0116 Epoch: 13 Global Step: 220370 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:52,251-Speed 3304.79 samples/sec Loss 0.7938 LearningRate 0.0115 Epoch: 13 Global Step: 220380 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:34:55,325-Speed 3331.59 samples/sec Loss 0.7851 LearningRate 0.0115 Epoch: 13 Global Step: 220390 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:34:58,398-Speed 3333.06 samples/sec Loss 0.7881 LearningRate 0.0115 Epoch: 13 Global Step: 220400 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:01,477-Speed 3326.26 samples/sec Loss 0.7751 LearningRate 0.0115 Epoch: 13 Global Step: 220410 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:04,587-Speed 3293.96 samples/sec Loss 0.8287 LearningRate 0.0115 Epoch: 13 Global Step: 220420 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:07,658-Speed 3334.29 samples/sec Loss 0.7731 LearningRate 0.0115 Epoch: 13 Global Step: 220430 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:10,720-Speed 3345.32 samples/sec Loss 0.7844 LearningRate 0.0115 Epoch: 13 Global Step: 220440 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:13,819-Speed 3305.60 samples/sec Loss 0.7862 LearningRate 0.0115 Epoch: 13 Global Step: 220450 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:16,904-Speed 3319.59 samples/sec Loss 0.7767 LearningRate 0.0115 Epoch: 13 Global Step: 220460 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:19,983-Speed 3326.56 samples/sec Loss 0.8081 LearningRate 0.0115 Epoch: 13 Global Step: 220470 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:23,067-Speed 3321.36 samples/sec Loss 0.7809 LearningRate 0.0115 Epoch: 13 Global Step: 220480 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:26,132-Speed 3341.09 samples/sec Loss 0.7420 LearningRate 0.0115 Epoch: 13 Global Step: 220490 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:29,252-Speed 3283.04 samples/sec Loss 0.7897 LearningRate 0.0115 Epoch: 13 Global Step: 220500 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:32,353-Speed 3303.23 samples/sec Loss 0.7898 LearningRate 0.0115 Epoch: 13 Global Step: 220510 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:35,436-Speed 3322.09 samples/sec Loss 0.8025 LearningRate 0.0115 Epoch: 13 Global Step: 220520 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:38,511-Speed 3330.71 samples/sec Loss 0.8072 LearningRate 0.0115 Epoch: 13 Global Step: 220530 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:41,604-Speed 3312.13 samples/sec Loss 0.7816 LearningRate 0.0115 Epoch: 13 Global Step: 220540 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:44,738-Speed 3268.13 samples/sec Loss 0.7917 LearningRate 0.0115 Epoch: 13 Global Step: 220550 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:47,837-Speed 3304.68 samples/sec Loss 0.7746 LearningRate 0.0115 Epoch: 13 Global Step: 220560 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:35:50,911-Speed 3331.60 samples/sec Loss 0.7724 LearningRate 0.0115 Epoch: 13 Global Step: 220570 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:53,977-Speed 3341.24 samples/sec Loss 0.7661 LearningRate 0.0115 Epoch: 13 Global Step: 220580 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:35:57,038-Speed 3345.87 samples/sec Loss 0.7848 LearningRate 0.0115 Epoch: 13 Global Step: 220590 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:00,097-Speed 3347.76 samples/sec Loss 0.8059 LearningRate 0.0115 Epoch: 13 Global Step: 220600 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:03,226-Speed 3273.45 samples/sec Loss 0.8007 LearningRate 0.0115 Epoch: 13 Global Step: 220610 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:06,305-Speed 3326.39 samples/sec Loss 0.8061 LearningRate 0.0115 Epoch: 13 Global Step: 220620 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:09,387-Speed 3324.32 samples/sec Loss 0.7569 LearningRate 0.0115 Epoch: 13 Global Step: 220630 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:12,481-Speed 3309.69 samples/sec Loss 0.7784 LearningRate 0.0115 Epoch: 13 Global Step: 220640 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:15,575-Speed 3310.84 samples/sec Loss 0.7628 LearningRate 0.0115 Epoch: 13 Global Step: 220650 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:18,705-Speed 3271.34 samples/sec Loss 0.8006 LearningRate 0.0115 Epoch: 13 Global Step: 220660 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:21,843-Speed 3264.11 samples/sec Loss 0.7860 LearningRate 0.0115 Epoch: 13 Global Step: 220670 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:24,906-Speed 3343.79 samples/sec Loss 0.7744 LearningRate 0.0115 Epoch: 13 Global Step: 220680 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:28,044-Speed 3264.45 samples/sec Loss 0.8087 LearningRate 0.0115 Epoch: 13 Global Step: 220690 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:31,147-Speed 3300.33 samples/sec Loss 0.8163 LearningRate 0.0115 Epoch: 13 Global Step: 220700 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:36:34,214-Speed 3339.90 samples/sec Loss 0.7891 LearningRate 0.0115 Epoch: 13 Global Step: 220710 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:37,275-Speed 3346.31 samples/sec Loss 0.8149 LearningRate 0.0115 Epoch: 13 Global Step: 220720 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:40,333-Speed 3349.50 samples/sec Loss 0.7725 LearningRate 0.0115 Epoch: 13 Global Step: 220730 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:43,418-Speed 3319.95 samples/sec Loss 0.7643 LearningRate 0.0115 Epoch: 13 Global Step: 220740 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:46,575-Speed 3243.90 samples/sec Loss 0.7992 LearningRate 0.0115 Epoch: 13 Global Step: 220750 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:49,653-Speed 3328.01 samples/sec Loss 0.7625 LearningRate 0.0115 Epoch: 13 Global Step: 220760 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:52,720-Speed 3339.29 samples/sec Loss 0.8165 LearningRate 0.0115 Epoch: 13 Global Step: 220770 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:55,855-Speed 3266.94 samples/sec Loss 0.7758 LearningRate 0.0115 Epoch: 13 Global Step: 220780 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:36:58,953-Speed 3306.12 samples/sec Loss 0.7552 LearningRate 0.0115 Epoch: 13 Global Step: 220790 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:02,045-Speed 3313.34 samples/sec Loss 0.7745 LearningRate 0.0115 Epoch: 13 Global Step: 220800 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:05,132-Speed 3317.66 samples/sec Loss 0.8006 LearningRate 0.0115 Epoch: 13 Global Step: 220810 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:08,194-Speed 3345.45 samples/sec Loss 0.7688 LearningRate 0.0115 Epoch: 13 Global Step: 220820 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:11,305-Speed 3292.11 samples/sec Loss 0.7745 LearningRate 0.0115 Epoch: 13 Global Step: 220830 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:14,385-Speed 3325.35 samples/sec Loss 0.7962 LearningRate 0.0115 Epoch: 13 Global Step: 220840 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:17,499-Speed 3288.74 samples/sec Loss 0.8374 LearningRate 0.0115 Epoch: 13 Global Step: 220850 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:20,567-Speed 3338.87 samples/sec Loss 0.7679 LearningRate 0.0115 Epoch: 13 Global Step: 220860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:23,635-Speed 3337.41 samples/sec Loss 0.7896 LearningRate 0.0114 Epoch: 13 Global Step: 220870 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:26,789-Speed 3248.32 samples/sec Loss 0.7806 LearningRate 0.0114 Epoch: 13 Global Step: 220880 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:29,889-Speed 3303.88 samples/sec Loss 0.7688 LearningRate 0.0114 Epoch: 13 Global Step: 220890 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:33,026-Speed 3264.59 samples/sec Loss 0.7591 LearningRate 0.0114 Epoch: 13 Global Step: 220900 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:36,119-Speed 3311.61 samples/sec Loss 0.8115 LearningRate 0.0114 Epoch: 13 Global Step: 220910 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:39,190-Speed 3334.86 samples/sec Loss 0.8012 LearningRate 0.0114 Epoch: 13 Global Step: 220920 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:42,255-Speed 3342.35 samples/sec Loss 0.7824 LearningRate 0.0114 Epoch: 13 Global Step: 220930 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:45,325-Speed 3335.94 samples/sec Loss 0.8102 LearningRate 0.0114 Epoch: 13 Global Step: 220940 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:37:48,411-Speed 3319.42 samples/sec Loss 0.8169 LearningRate 0.0114 Epoch: 13 Global Step: 220950 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:51,493-Speed 3322.42 samples/sec Loss 0.8367 LearningRate 0.0114 Epoch: 13 Global Step: 220960 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:54,560-Speed 3339.78 samples/sec Loss 0.8040 LearningRate 0.0114 Epoch: 13 Global Step: 220970 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:37:57,738-Speed 3223.08 samples/sec Loss 0.7886 LearningRate 0.0114 Epoch: 13 Global Step: 220980 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:38:00,873-Speed 3267.72 samples/sec Loss 0.8195 LearningRate 0.0114 Epoch: 13 Global Step: 220990 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:38:03,939-Speed 3339.59 samples/sec Loss 0.7761 LearningRate 0.0114 Epoch: 13 Global Step: 221000 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:07,091-Speed 3250.00 samples/sec Loss 0.7997 LearningRate 0.0114 Epoch: 13 Global Step: 221010 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:10,177-Speed 3318.35 samples/sec Loss 0.7981 LearningRate 0.0114 Epoch: 13 Global Step: 221020 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:13,329-Speed 3249.76 samples/sec Loss 0.7830 LearningRate 0.0114 Epoch: 13 Global Step: 221030 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:16,402-Speed 3332.52 samples/sec Loss 0.8118 LearningRate 0.0114 Epoch: 13 Global Step: 221040 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:19,474-Speed 3334.47 samples/sec Loss 0.7994 LearningRate 0.0114 Epoch: 13 Global Step: 221050 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:22,544-Speed 3336.93 samples/sec Loss 0.8342 LearningRate 0.0114 Epoch: 13 Global Step: 221060 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:25,606-Speed 3345.29 samples/sec Loss 0.7917 LearningRate 0.0114 Epoch: 13 Global Step: 221070 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:28,674-Speed 3338.04 samples/sec Loss 0.7967 LearningRate 0.0114 Epoch: 13 Global Step: 221080 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:31,806-Speed 3269.44 samples/sec Loss 0.7912 LearningRate 0.0114 Epoch: 13 Global Step: 221090 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:34,912-Speed 3298.26 samples/sec Loss 0.8045 LearningRate 0.0114 Epoch: 13 Global Step: 221100 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:38:37,986-Speed 3331.47 samples/sec Loss 0.8252 LearningRate 0.0114 Epoch: 13 Global Step: 221110 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:38:41,064-Speed 3328.11 samples/sec Loss 0.7993 LearningRate 0.0114 Epoch: 13 Global Step: 221120 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:38:44,126-Speed 3344.12 samples/sec Loss 0.7882 LearningRate 0.0114 Epoch: 13 Global Step: 221130 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:38:47,198-Speed 3334.60 samples/sec Loss 0.8243 LearningRate 0.0114 Epoch: 13 Global Step: 221140 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:38:50,271-Speed 3333.37 samples/sec Loss 0.7786 LearningRate 0.0114 Epoch: 13 Global Step: 221150 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:53,338-Speed 3338.86 samples/sec Loss 0.8077 LearningRate 0.0114 Epoch: 13 Global Step: 221160 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:56,553-Speed 3186.28 samples/sec Loss 0.8070 LearningRate 0.0114 Epoch: 13 Global Step: 221170 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:38:59,735-Speed 3218.13 samples/sec Loss 0.8005 LearningRate 0.0114 Epoch: 13 Global Step: 221180 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:39:02,852-Speed 3286.75 samples/sec Loss 0.8063 LearningRate 0.0114 Epoch: 13 Global Step: 221190 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:39:05,935-Speed 3321.80 samples/sec Loss 0.7720 LearningRate 0.0114 Epoch: 13 Global Step: 221200 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:39:09,000-Speed 3342.07 samples/sec Loss 0.8121 LearningRate 0.0114 Epoch: 13 Global Step: 221210 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:39:12,092-Speed 3312.46 samples/sec Loss 0.7946 LearningRate 0.0114 Epoch: 13 Global Step: 221220 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:39:15,221-Speed 3272.88 samples/sec Loss 0.7842 LearningRate 0.0114 Epoch: 13 Global Step: 221230 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:39:18,321-Speed 3304.17 samples/sec Loss 0.7649 LearningRate 0.0114 Epoch: 13 Global Step: 221240 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:39:21,396-Speed 3331.31 samples/sec Loss 0.7660 LearningRate 0.0114 Epoch: 13 Global Step: 221250 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:24,472-Speed 3329.68 samples/sec Loss 0.7867 LearningRate 0.0114 Epoch: 13 Global Step: 221260 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:27,627-Speed 3246.43 samples/sec Loss 0.8336 LearningRate 0.0114 Epoch: 13 Global Step: 221270 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:30,700-Speed 3332.96 samples/sec Loss 0.7994 LearningRate 0.0114 Epoch: 13 Global Step: 221280 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:33,762-Speed 3344.81 samples/sec Loss 0.8243 LearningRate 0.0114 Epoch: 13 Global Step: 221290 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:36,878-Speed 3286.93 samples/sec Loss 0.8515 LearningRate 0.0114 Epoch: 13 Global Step: 221300 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:39,942-Speed 3342.50 samples/sec Loss 0.7982 LearningRate 0.0114 Epoch: 13 Global Step: 221310 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:43,044-Speed 3301.71 samples/sec Loss 0.7796 LearningRate 0.0114 Epoch: 13 Global Step: 221320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:46,123-Speed 3326.65 samples/sec Loss 0.7894 LearningRate 0.0114 Epoch: 13 Global Step: 221330 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:49,191-Speed 3339.14 samples/sec Loss 0.7680 LearningRate 0.0114 Epoch: 13 Global Step: 221340 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:39:52,268-Speed 3327.65 samples/sec Loss 0.7945 LearningRate 0.0114 Epoch: 13 Global Step: 221350 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:39:55,398-Speed 3272.46 samples/sec Loss 0.8194 LearningRate 0.0113 Epoch: 13 Global Step: 221360 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:39:58,495-Speed 3307.07 samples/sec Loss 0.8096 LearningRate 0.0113 Epoch: 13 Global Step: 221370 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:01,578-Speed 3322.44 samples/sec Loss 0.7844 LearningRate 0.0113 Epoch: 13 Global Step: 221380 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:04,653-Speed 3331.02 samples/sec Loss 0.8114 LearningRate 0.0113 Epoch: 13 Global Step: 221390 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:07,782-Speed 3273.39 samples/sec Loss 0.7797 LearningRate 0.0113 Epoch: 13 Global Step: 221400 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:10,933-Speed 3250.87 samples/sec Loss 0.7963 LearningRate 0.0113 Epoch: 13 Global Step: 221410 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:14,015-Speed 3323.60 samples/sec Loss 0.7981 LearningRate 0.0113 Epoch: 13 Global Step: 221420 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:17,123-Speed 3295.41 samples/sec Loss 0.7743 LearningRate 0.0113 Epoch: 13 Global Step: 221430 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:20,206-Speed 3321.64 samples/sec Loss 0.8165 LearningRate 0.0113 Epoch: 13 Global Step: 221440 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:23,336-Speed 3272.37 samples/sec Loss 0.7873 LearningRate 0.0113 Epoch: 13 Global Step: 221450 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:26,405-Speed 3337.54 samples/sec Loss 0.8310 LearningRate 0.0113 Epoch: 13 Global Step: 221460 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:29,490-Speed 3319.69 samples/sec Loss 0.7973 LearningRate 0.0113 Epoch: 13 Global Step: 221470 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:32,572-Speed 3323.34 samples/sec Loss 0.8283 LearningRate 0.0113 Epoch: 13 Global Step: 221480 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:35,640-Speed 3338.17 samples/sec Loss 0.7813 LearningRate 0.0113 Epoch: 13 Global Step: 221490 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:38,724-Speed 3321.44 samples/sec Loss 0.8144 LearningRate 0.0113 Epoch: 13 Global Step: 221500 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:41,789-Speed 3341.86 samples/sec Loss 0.7412 LearningRate 0.0113 Epoch: 13 Global Step: 221510 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:44,881-Speed 3312.58 samples/sec Loss 0.7879 LearningRate 0.0113 Epoch: 13 Global Step: 221520 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:47,948-Speed 3339.37 samples/sec Loss 0.7860 LearningRate 0.0113 Epoch: 13 Global Step: 221530 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:51,014-Speed 3340.15 samples/sec Loss 0.8089 LearningRate 0.0113 Epoch: 13 Global Step: 221540 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:54,220-Speed 3195.34 samples/sec Loss 0.8072 LearningRate 0.0113 Epoch: 13 Global Step: 221550 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:40:57,324-Speed 3299.67 samples/sec Loss 0.7688 LearningRate 0.0113 Epoch: 13 Global Step: 221560 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:41:00,478-Speed 3247.05 samples/sec Loss 0.7896 LearningRate 0.0113 Epoch: 13 Global Step: 221570 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:03,544-Speed 3340.39 samples/sec Loss 0.8049 LearningRate 0.0113 Epoch: 13 Global Step: 221580 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:06,609-Speed 3342.20 samples/sec Loss 0.7707 LearningRate 0.0113 Epoch: 13 Global Step: 221590 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:09,733-Speed 3279.20 samples/sec Loss 0.8499 LearningRate 0.0113 Epoch: 13 Global Step: 221600 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:12,921-Speed 3211.96 samples/sec Loss 0.8085 LearningRate 0.0113 Epoch: 13 Global Step: 221610 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:15,992-Speed 3335.27 samples/sec Loss 0.8260 LearningRate 0.0113 Epoch: 13 Global Step: 221620 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:19,064-Speed 3334.86 samples/sec Loss 0.8337 LearningRate 0.0113 Epoch: 13 Global Step: 221630 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:22,261-Speed 3202.82 samples/sec Loss 0.7772 LearningRate 0.0113 Epoch: 13 Global Step: 221640 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:25,467-Speed 3195.32 samples/sec Loss 0.8110 LearningRate 0.0113 Epoch: 13 Global Step: 221650 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:28,644-Speed 3223.10 samples/sec Loss 0.8444 LearningRate 0.0113 Epoch: 13 Global Step: 221660 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:31,719-Speed 3331.85 samples/sec Loss 0.7979 LearningRate 0.0113 Epoch: 13 Global Step: 221670 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:34,797-Speed 3327.00 samples/sec Loss 0.8060 LearningRate 0.0113 Epoch: 13 Global Step: 221680 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:37,927-Speed 3272.98 samples/sec Loss 0.7891 LearningRate 0.0113 Epoch: 13 Global Step: 221690 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:40,993-Speed 3340.61 samples/sec Loss 0.7908 LearningRate 0.0113 Epoch: 13 Global Step: 221700 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:44,065-Speed 3333.73 samples/sec Loss 0.7679 LearningRate 0.0113 Epoch: 13 Global Step: 221710 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:47,146-Speed 3324.12 samples/sec Loss 0.8385 LearningRate 0.0113 Epoch: 13 Global Step: 221720 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:50,290-Speed 3257.54 samples/sec Loss 0.8093 LearningRate 0.0113 Epoch: 13 Global Step: 221730 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:53,429-Speed 3263.45 samples/sec Loss 0.8112 LearningRate 0.0113 Epoch: 13 Global Step: 221740 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:56,501-Speed 3333.73 samples/sec Loss 0.7622 LearningRate 0.0113 Epoch: 13 Global Step: 221750 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:41:59,581-Speed 3326.17 samples/sec Loss 0.7736 LearningRate 0.0113 Epoch: 13 Global Step: 221760 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:02,642-Speed 3346.04 samples/sec Loss 0.8229 LearningRate 0.0113 Epoch: 13 Global Step: 221770 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:05,709-Speed 3339.68 samples/sec Loss 0.8053 LearningRate 0.0113 Epoch: 13 Global Step: 221780 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:08,773-Speed 3342.90 samples/sec Loss 0.7662 LearningRate 0.0113 Epoch: 13 Global Step: 221790 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:11,837-Speed 3342.20 samples/sec Loss 0.8074 LearningRate 0.0113 Epoch: 13 Global Step: 221800 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:14,918-Speed 3323.84 samples/sec Loss 0.7827 LearningRate 0.0113 Epoch: 13 Global Step: 221810 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:18,034-Speed 3287.32 samples/sec Loss 0.8063 LearningRate 0.0113 Epoch: 13 Global Step: 221820 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:21,237-Speed 3197.80 samples/sec Loss 0.8321 LearningRate 0.0113 Epoch: 13 Global Step: 221830 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:24,436-Speed 3201.63 samples/sec Loss 0.8030 LearningRate 0.0113 Epoch: 13 Global Step: 221840 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:27,567-Speed 3271.91 samples/sec Loss 0.8245 LearningRate 0.0113 Epoch: 13 Global Step: 221850 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:30,674-Speed 3296.51 samples/sec Loss 0.8291 LearningRate 0.0112 Epoch: 13 Global Step: 221860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:33,740-Speed 3340.32 samples/sec Loss 0.8272 LearningRate 0.0112 Epoch: 13 Global Step: 221870 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:36,805-Speed 3341.83 samples/sec Loss 0.7971 LearningRate 0.0112 Epoch: 13 Global Step: 221880 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:39,935-Speed 3271.78 samples/sec Loss 0.8283 LearningRate 0.0112 Epoch: 13 Global Step: 221890 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:43,013-Speed 3327.16 samples/sec Loss 0.8051 LearningRate 0.0112 Epoch: 13 Global Step: 221900 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:46,085-Speed 3334.91 samples/sec Loss 0.8744 LearningRate 0.0112 Epoch: 13 Global Step: 221910 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:49,149-Speed 3342.68 samples/sec Loss 0.8198 LearningRate 0.0112 Epoch: 13 Global Step: 221920 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:52,239-Speed 3314.29 samples/sec Loss 0.8660 LearningRate 0.0112 Epoch: 13 Global Step: 221930 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:55,311-Speed 3334.64 samples/sec Loss 0.7843 LearningRate 0.0112 Epoch: 13 Global Step: 221940 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:42:58,389-Speed 3327.78 samples/sec Loss 0.8502 LearningRate 0.0112 Epoch: 13 Global Step: 221950 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:43:01,467-Speed 3326.54 samples/sec Loss 0.8172 LearningRate 0.0112 Epoch: 13 Global Step: 221960 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:43:04,562-Speed 3309.84 samples/sec Loss 0.8283 LearningRate 0.0112 Epoch: 13 Global Step: 221970 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:43:07,644-Speed 3323.21 samples/sec Loss 0.8243 LearningRate 0.0112 Epoch: 13 Global Step: 221980 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:43:10,743-Speed 3305.02 samples/sec Loss 0.8482 LearningRate 0.0112 Epoch: 13 Global Step: 221990 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:43:13,839-Speed 3307.73 samples/sec Loss 0.8179 LearningRate 0.0112 Epoch: 13 Global Step: 222000 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:43:57,552-[lfw][222000]XNorm: 21.454036 Training: 2022-04-11 22:43:57,553-[lfw][222000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-11 22:43:57,553-[lfw][222000]Accuracy-Highest: 0.99817 Training: 2022-04-11 22:44:48,075-[cfp_fp][222000]XNorm: 22.308540 Training: 2022-04-11 22:44:48,075-[cfp_fp][222000]Accuracy-Flip: 0.99129+-0.00364 Training: 2022-04-11 22:44:48,076-[cfp_fp][222000]Accuracy-Highest: 0.99129 Training: 2022-04-11 22:45:31,675-[agedb_30][222000]XNorm: 22.937775 Training: 2022-04-11 22:45:31,676-[agedb_30][222000]Accuracy-Flip: 0.98367+-0.00745 Training: 2022-04-11 22:45:31,676-[agedb_30][222000]Accuracy-Highest: 0.98567 Training: 2022-04-11 22:45:34,732-Speed 72.68 samples/sec Loss 0.8371 LearningRate 0.0112 Epoch: 13 Global Step: 222010 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:37,815-Speed 3322.47 samples/sec Loss 0.7893 LearningRate 0.0112 Epoch: 13 Global Step: 222020 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:40,881-Speed 3340.80 samples/sec Loss 0.7812 LearningRate 0.0112 Epoch: 13 Global Step: 222030 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:43,938-Speed 3350.75 samples/sec Loss 0.7728 LearningRate 0.0112 Epoch: 13 Global Step: 222040 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:47,015-Speed 3328.41 samples/sec Loss 0.8329 LearningRate 0.0112 Epoch: 13 Global Step: 222050 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:50,182-Speed 3234.26 samples/sec Loss 0.8237 LearningRate 0.0112 Epoch: 13 Global Step: 222060 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:53,312-Speed 3272.02 samples/sec Loss 0.8257 LearningRate 0.0112 Epoch: 13 Global Step: 222070 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:56,429-Speed 3286.25 samples/sec Loss 0.7938 LearningRate 0.0112 Epoch: 13 Global Step: 222080 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:45:59,585-Speed 3244.46 samples/sec Loss 0.7986 LearningRate 0.0112 Epoch: 13 Global Step: 222090 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:46:02,766-Speed 3219.69 samples/sec Loss 0.8008 LearningRate 0.0112 Epoch: 13 Global Step: 222100 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:46:06,007-Speed 3160.66 samples/sec Loss 0.8194 LearningRate 0.0112 Epoch: 13 Global Step: 222110 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:09,068-Speed 3345.78 samples/sec Loss 0.8320 LearningRate 0.0112 Epoch: 13 Global Step: 222120 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:12,185-Speed 3286.73 samples/sec Loss 0.8450 LearningRate 0.0112 Epoch: 13 Global Step: 222130 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:15,320-Speed 3266.41 samples/sec Loss 0.8305 LearningRate 0.0112 Epoch: 13 Global Step: 222140 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:18,441-Speed 3282.24 samples/sec Loss 0.8094 LearningRate 0.0112 Epoch: 13 Global Step: 222150 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:21,528-Speed 3317.98 samples/sec Loss 0.8056 LearningRate 0.0112 Epoch: 13 Global Step: 222160 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:24,649-Speed 3281.46 samples/sec Loss 0.8286 LearningRate 0.0112 Epoch: 13 Global Step: 222170 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:27,832-Speed 3217.39 samples/sec Loss 0.7989 LearningRate 0.0112 Epoch: 13 Global Step: 222180 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:31,050-Speed 3183.14 samples/sec Loss 0.8179 LearningRate 0.0112 Epoch: 13 Global Step: 222190 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:34,174-Speed 3278.71 samples/sec Loss 0.7898 LearningRate 0.0112 Epoch: 13 Global Step: 222200 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:37,233-Speed 3347.70 samples/sec Loss 0.7949 LearningRate 0.0112 Epoch: 13 Global Step: 222210 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:40,345-Speed 3291.58 samples/sec Loss 0.8149 LearningRate 0.0112 Epoch: 13 Global Step: 222220 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:43,493-Speed 3253.39 samples/sec Loss 0.7828 LearningRate 0.0112 Epoch: 13 Global Step: 222230 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:46,591-Speed 3306.25 samples/sec Loss 0.7932 LearningRate 0.0112 Epoch: 13 Global Step: 222240 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:49,759-Speed 3233.59 samples/sec Loss 0.8097 LearningRate 0.0112 Epoch: 13 Global Step: 222250 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:46:52,855-Speed 3308.07 samples/sec Loss 0.8232 LearningRate 0.0112 Epoch: 13 Global Step: 222260 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:46:56,032-Speed 3223.60 samples/sec Loss 0.7864 LearningRate 0.0112 Epoch: 13 Global Step: 222270 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:46:59,202-Speed 3231.37 samples/sec Loss 0.7755 LearningRate 0.0112 Epoch: 13 Global Step: 222280 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:02,330-Speed 3274.40 samples/sec Loss 0.8005 LearningRate 0.0112 Epoch: 13 Global Step: 222290 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:05,407-Speed 3328.48 samples/sec Loss 0.8170 LearningRate 0.0112 Epoch: 13 Global Step: 222300 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:08,500-Speed 3312.01 samples/sec Loss 0.7921 LearningRate 0.0112 Epoch: 13 Global Step: 222310 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:11,678-Speed 3222.56 samples/sec Loss 0.8014 LearningRate 0.0112 Epoch: 13 Global Step: 222320 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:14,798-Speed 3283.01 samples/sec Loss 0.7940 LearningRate 0.0112 Epoch: 13 Global Step: 222330 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:17,899-Speed 3302.18 samples/sec Loss 0.8075 LearningRate 0.0112 Epoch: 13 Global Step: 222340 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:20,970-Speed 3335.42 samples/sec Loss 0.7924 LearningRate 0.0112 Epoch: 13 Global Step: 222350 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:47:24,058-Speed 3316.50 samples/sec Loss 0.8180 LearningRate 0.0111 Epoch: 13 Global Step: 222360 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:27,148-Speed 3314.78 samples/sec Loss 0.7883 LearningRate 0.0111 Epoch: 13 Global Step: 222370 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:30,235-Speed 3318.26 samples/sec Loss 0.8095 LearningRate 0.0111 Epoch: 13 Global Step: 222380 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:33,330-Speed 3309.02 samples/sec Loss 0.8179 LearningRate 0.0111 Epoch: 13 Global Step: 222390 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:36,400-Speed 3336.82 samples/sec Loss 0.8378 LearningRate 0.0111 Epoch: 13 Global Step: 222400 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:39,500-Speed 3303.66 samples/sec Loss 0.8137 LearningRate 0.0111 Epoch: 13 Global Step: 222410 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:42,623-Speed 3279.86 samples/sec Loss 0.8076 LearningRate 0.0111 Epoch: 13 Global Step: 222420 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:45,698-Speed 3331.66 samples/sec Loss 0.8184 LearningRate 0.0111 Epoch: 13 Global Step: 222430 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:48,807-Speed 3294.04 samples/sec Loss 0.7930 LearningRate 0.0111 Epoch: 13 Global Step: 222440 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:51,925-Speed 3284.11 samples/sec Loss 0.8432 LearningRate 0.0111 Epoch: 13 Global Step: 222450 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:47:54,993-Speed 3338.24 samples/sec Loss 0.8301 LearningRate 0.0111 Epoch: 13 Global Step: 222460 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:47:58,065-Speed 3335.12 samples/sec Loss 0.9093 LearningRate 0.0111 Epoch: 13 Global Step: 222470 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:01,171-Speed 3297.17 samples/sec Loss 0.8141 LearningRate 0.0111 Epoch: 13 Global Step: 222480 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:04,246-Speed 3331.68 samples/sec Loss 0.8548 LearningRate 0.0111 Epoch: 13 Global Step: 222490 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:07,346-Speed 3303.09 samples/sec Loss 0.8142 LearningRate 0.0111 Epoch: 13 Global Step: 222500 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:10,424-Speed 3327.94 samples/sec Loss 0.8128 LearningRate 0.0111 Epoch: 13 Global Step: 222510 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:13,525-Speed 3303.06 samples/sec Loss 0.8471 LearningRate 0.0111 Epoch: 13 Global Step: 222520 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:16,684-Speed 3241.96 samples/sec Loss 0.7858 LearningRate 0.0111 Epoch: 13 Global Step: 222530 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:19,751-Speed 3339.39 samples/sec Loss 0.8155 LearningRate 0.0111 Epoch: 13 Global Step: 222540 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:22,826-Speed 3330.69 samples/sec Loss 0.7905 LearningRate 0.0111 Epoch: 13 Global Step: 222550 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:25,901-Speed 3331.42 samples/sec Loss 0.8399 LearningRate 0.0111 Epoch: 13 Global Step: 222560 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:28,990-Speed 3315.40 samples/sec Loss 0.8289 LearningRate 0.0111 Epoch: 13 Global Step: 222570 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:32,135-Speed 3257.09 samples/sec Loss 0.8333 LearningRate 0.0111 Epoch: 13 Global Step: 222580 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:35,204-Speed 3337.76 samples/sec Loss 0.8325 LearningRate 0.0111 Epoch: 13 Global Step: 222590 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:38,320-Speed 3286.33 samples/sec Loss 0.8424 LearningRate 0.0111 Epoch: 13 Global Step: 222600 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:48:41,406-Speed 3318.89 samples/sec Loss 0.8212 LearningRate 0.0111 Epoch: 13 Global Step: 222610 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:44,478-Speed 3334.05 samples/sec Loss 0.8004 LearningRate 0.0111 Epoch: 13 Global Step: 222620 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:47,621-Speed 3259.24 samples/sec Loss 0.8032 LearningRate 0.0111 Epoch: 13 Global Step: 222630 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:50,759-Speed 3263.48 samples/sec Loss 0.8108 LearningRate 0.0111 Epoch: 13 Global Step: 222640 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:53,957-Speed 3203.05 samples/sec Loss 0.8421 LearningRate 0.0111 Epoch: 13 Global Step: 222650 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:48:57,022-Speed 3342.02 samples/sec Loss 0.8553 LearningRate 0.0111 Epoch: 13 Global Step: 222660 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:49:00,191-Speed 3232.31 samples/sec Loss 0.8472 LearningRate 0.0111 Epoch: 13 Global Step: 222670 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:49:03,316-Speed 3276.97 samples/sec Loss 0.8244 LearningRate 0.0111 Epoch: 13 Global Step: 222680 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:49:06,406-Speed 3314.75 samples/sec Loss 0.8341 LearningRate 0.0111 Epoch: 13 Global Step: 222690 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:09,493-Speed 3318.42 samples/sec Loss 0.8394 LearningRate 0.0111 Epoch: 13 Global Step: 222700 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:12,563-Speed 3335.57 samples/sec Loss 0.8503 LearningRate 0.0111 Epoch: 13 Global Step: 222710 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:15,666-Speed 3302.95 samples/sec Loss 0.8438 LearningRate 0.0111 Epoch: 13 Global Step: 222720 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:18,808-Speed 3258.77 samples/sec Loss 0.8481 LearningRate 0.0111 Epoch: 13 Global Step: 222730 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:21,963-Speed 3246.17 samples/sec Loss 0.8275 LearningRate 0.0111 Epoch: 13 Global Step: 222740 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:25,069-Speed 3298.11 samples/sec Loss 0.7834 LearningRate 0.0111 Epoch: 13 Global Step: 222750 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:28,177-Speed 3295.79 samples/sec Loss 0.8199 LearningRate 0.0111 Epoch: 13 Global Step: 222760 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:31,263-Speed 3318.58 samples/sec Loss 0.8132 LearningRate 0.0111 Epoch: 13 Global Step: 222770 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:34,385-Speed 3281.11 samples/sec Loss 0.7876 LearningRate 0.0111 Epoch: 13 Global Step: 222780 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:37,469-Speed 3321.02 samples/sec Loss 0.8269 LearningRate 0.0111 Epoch: 13 Global Step: 222790 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:49:40,542-Speed 3332.53 samples/sec Loss 0.8013 LearningRate 0.0111 Epoch: 13 Global Step: 222800 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:49:43,608-Speed 3341.30 samples/sec Loss 0.8311 LearningRate 0.0111 Epoch: 13 Global Step: 222810 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:46,744-Speed 3266.26 samples/sec Loss 0.7993 LearningRate 0.0111 Epoch: 13 Global Step: 222820 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:49,862-Speed 3284.97 samples/sec Loss 0.7933 LearningRate 0.0111 Epoch: 13 Global Step: 222830 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:52,929-Speed 3339.42 samples/sec Loss 0.8098 LearningRate 0.0111 Epoch: 13 Global Step: 222840 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:56,057-Speed 3274.36 samples/sec Loss 0.7703 LearningRate 0.0111 Epoch: 13 Global Step: 222850 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:49:59,256-Speed 3201.45 samples/sec Loss 0.8165 LearningRate 0.0110 Epoch: 13 Global Step: 222860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:02,364-Speed 3295.15 samples/sec Loss 0.8325 LearningRate 0.0110 Epoch: 13 Global Step: 222870 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:05,440-Speed 3330.29 samples/sec Loss 0.8518 LearningRate 0.0110 Epoch: 13 Global Step: 222880 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:08,551-Speed 3292.34 samples/sec Loss 0.8218 LearningRate 0.0110 Epoch: 13 Global Step: 222890 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:11,749-Speed 3201.98 samples/sec Loss 0.8187 LearningRate 0.0110 Epoch: 13 Global Step: 222900 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:14,845-Speed 3308.27 samples/sec Loss 0.8351 LearningRate 0.0110 Epoch: 13 Global Step: 222910 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:50:17,909-Speed 3343.78 samples/sec Loss 0.8404 LearningRate 0.0110 Epoch: 13 Global Step: 222920 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:50:20,988-Speed 3326.34 samples/sec Loss 0.8006 LearningRate 0.0110 Epoch: 13 Global Step: 222930 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:50:24,141-Speed 3248.63 samples/sec Loss 0.7918 LearningRate 0.0110 Epoch: 13 Global Step: 222940 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:27,207-Speed 3340.11 samples/sec Loss 0.8479 LearningRate 0.0110 Epoch: 13 Global Step: 222950 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:30,292-Speed 3320.08 samples/sec Loss 0.8078 LearningRate 0.0110 Epoch: 13 Global Step: 222960 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:33,362-Speed 3336.71 samples/sec Loss 0.8605 LearningRate 0.0110 Epoch: 13 Global Step: 222970 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:36,457-Speed 3309.07 samples/sec Loss 0.8435 LearningRate 0.0110 Epoch: 13 Global Step: 222980 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:39,597-Speed 3261.93 samples/sec Loss 0.8268 LearningRate 0.0110 Epoch: 13 Global Step: 222990 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:42,673-Speed 3329.21 samples/sec Loss 0.8615 LearningRate 0.0110 Epoch: 13 Global Step: 223000 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:45,746-Speed 3333.18 samples/sec Loss 0.8409 LearningRate 0.0110 Epoch: 13 Global Step: 223010 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:48,865-Speed 3284.00 samples/sec Loss 0.8574 LearningRate 0.0110 Epoch: 13 Global Step: 223020 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:52,028-Speed 3238.78 samples/sec Loss 0.8454 LearningRate 0.0110 Epoch: 13 Global Step: 223030 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:50:55,098-Speed 3335.32 samples/sec Loss 0.8596 LearningRate 0.0110 Epoch: 13 Global Step: 223040 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:50:58,189-Speed 3314.42 samples/sec Loss 0.8211 LearningRate 0.0110 Epoch: 13 Global Step: 223050 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:01,346-Speed 3243.97 samples/sec Loss 0.8684 LearningRate 0.0110 Epoch: 13 Global Step: 223060 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:04,439-Speed 3310.87 samples/sec Loss 0.8508 LearningRate 0.0110 Epoch: 13 Global Step: 223070 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:07,544-Speed 3298.64 samples/sec Loss 0.8278 LearningRate 0.0110 Epoch: 13 Global Step: 223080 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:10,689-Speed 3257.17 samples/sec Loss 0.8778 LearningRate 0.0110 Epoch: 13 Global Step: 223090 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:13,808-Speed 3284.19 samples/sec Loss 0.8020 LearningRate 0.0110 Epoch: 13 Global Step: 223100 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:16,902-Speed 3310.26 samples/sec Loss 0.8136 LearningRate 0.0110 Epoch: 13 Global Step: 223110 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:19,969-Speed 3340.06 samples/sec Loss 0.8086 LearningRate 0.0110 Epoch: 13 Global Step: 223120 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:23,040-Speed 3334.31 samples/sec Loss 0.8451 LearningRate 0.0110 Epoch: 13 Global Step: 223130 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:26,120-Speed 3325.20 samples/sec Loss 0.8242 LearningRate 0.0110 Epoch: 13 Global Step: 223140 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:51:29,181-Speed 3346.41 samples/sec Loss 0.8310 LearningRate 0.0110 Epoch: 13 Global Step: 223150 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:51:32,236-Speed 3352.43 samples/sec Loss 0.8377 LearningRate 0.0110 Epoch: 13 Global Step: 223160 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:35,327-Speed 3313.99 samples/sec Loss 0.8257 LearningRate 0.0110 Epoch: 13 Global Step: 223170 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:38,409-Speed 3323.73 samples/sec Loss 0.8161 LearningRate 0.0110 Epoch: 13 Global Step: 223180 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:41,480-Speed 3335.00 samples/sec Loss 0.8472 LearningRate 0.0110 Epoch: 13 Global Step: 223190 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:44,614-Speed 3268.22 samples/sec Loss 0.8487 LearningRate 0.0110 Epoch: 13 Global Step: 223200 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:47,783-Speed 3231.28 samples/sec Loss 0.8184 LearningRate 0.0110 Epoch: 13 Global Step: 223210 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:50,922-Speed 3263.02 samples/sec Loss 0.8137 LearningRate 0.0110 Epoch: 13 Global Step: 223220 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:54,003-Speed 3323.92 samples/sec Loss 0.8181 LearningRate 0.0110 Epoch: 13 Global Step: 223230 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:51:57,073-Speed 3336.28 samples/sec Loss 0.8340 LearningRate 0.0110 Epoch: 13 Global Step: 223240 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:52:00,148-Speed 3331.40 samples/sec Loss 0.7909 LearningRate 0.0110 Epoch: 13 Global Step: 223250 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:52:03,232-Speed 3321.27 samples/sec Loss 0.8326 LearningRate 0.0110 Epoch: 13 Global Step: 223260 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:06,303-Speed 3335.37 samples/sec Loss 0.8452 LearningRate 0.0110 Epoch: 13 Global Step: 223270 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:09,369-Speed 3339.83 samples/sec Loss 0.7922 LearningRate 0.0110 Epoch: 13 Global Step: 223280 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:12,460-Speed 3313.72 samples/sec Loss 0.8368 LearningRate 0.0110 Epoch: 13 Global Step: 223290 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:15,537-Speed 3329.35 samples/sec Loss 0.8594 LearningRate 0.0110 Epoch: 13 Global Step: 223300 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:18,619-Speed 3322.68 samples/sec Loss 0.8139 LearningRate 0.0110 Epoch: 13 Global Step: 223310 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:21,788-Speed 3232.33 samples/sec Loss 0.8679 LearningRate 0.0110 Epoch: 13 Global Step: 223320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:24,855-Speed 3339.36 samples/sec Loss 0.8149 LearningRate 0.0110 Epoch: 13 Global Step: 223330 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:27,935-Speed 3325.37 samples/sec Loss 0.8230 LearningRate 0.0110 Epoch: 13 Global Step: 223340 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:31,054-Speed 3283.89 samples/sec Loss 0.8279 LearningRate 0.0110 Epoch: 13 Global Step: 223350 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:34,129-Speed 3331.76 samples/sec Loss 0.8319 LearningRate 0.0109 Epoch: 13 Global Step: 223360 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:52:37,223-Speed 3310.46 samples/sec Loss 0.8241 LearningRate 0.0109 Epoch: 13 Global Step: 223370 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:40,343-Speed 3282.14 samples/sec Loss 0.8203 LearningRate 0.0109 Epoch: 13 Global Step: 223380 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:43,509-Speed 3234.69 samples/sec Loss 0.8393 LearningRate 0.0109 Epoch: 13 Global Step: 223390 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:46,603-Speed 3311.15 samples/sec Loss 0.8303 LearningRate 0.0109 Epoch: 13 Global Step: 223400 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:49,725-Speed 3280.43 samples/sec Loss 0.7911 LearningRate 0.0109 Epoch: 13 Global Step: 223410 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:52,809-Speed 3320.73 samples/sec Loss 0.8368 LearningRate 0.0109 Epoch: 13 Global Step: 223420 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:55,892-Speed 3322.99 samples/sec Loss 0.7899 LearningRate 0.0109 Epoch: 13 Global Step: 223430 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:52:59,017-Speed 3276.53 samples/sec Loss 0.8105 LearningRate 0.0109 Epoch: 13 Global Step: 223440 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:02,121-Speed 3300.03 samples/sec Loss 0.8115 LearningRate 0.0109 Epoch: 13 Global Step: 223450 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:05,201-Speed 3326.65 samples/sec Loss 0.8042 LearningRate 0.0109 Epoch: 13 Global Step: 223460 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:08,293-Speed 3312.23 samples/sec Loss 0.8638 LearningRate 0.0109 Epoch: 13 Global Step: 223470 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:11,416-Speed 3279.20 samples/sec Loss 0.8730 LearningRate 0.0109 Epoch: 13 Global Step: 223480 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:14,555-Speed 3263.22 samples/sec Loss 0.8423 LearningRate 0.0109 Epoch: 13 Global Step: 223490 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:17,695-Speed 3261.30 samples/sec Loss 0.8224 LearningRate 0.0109 Epoch: 13 Global Step: 223500 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:20,765-Speed 3336.76 samples/sec Loss 0.8083 LearningRate 0.0109 Epoch: 13 Global Step: 223510 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:23,839-Speed 3331.43 samples/sec Loss 0.8415 LearningRate 0.0109 Epoch: 13 Global Step: 223520 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:26,928-Speed 3316.87 samples/sec Loss 0.8469 LearningRate 0.0109 Epoch: 13 Global Step: 223530 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:30,000-Speed 3333.70 samples/sec Loss 0.7894 LearningRate 0.0109 Epoch: 13 Global Step: 223540 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:33,081-Speed 3324.73 samples/sec Loss 0.8003 LearningRate 0.0109 Epoch: 13 Global Step: 223550 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:53:36,129-Speed 3359.93 samples/sec Loss 0.8228 LearningRate 0.0109 Epoch: 13 Global Step: 223560 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:39,196-Speed 3339.17 samples/sec Loss 0.8248 LearningRate 0.0109 Epoch: 13 Global Step: 223570 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:42,275-Speed 3326.23 samples/sec Loss 0.8176 LearningRate 0.0109 Epoch: 13 Global Step: 223580 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:45,435-Speed 3241.96 samples/sec Loss 0.7901 LearningRate 0.0109 Epoch: 13 Global Step: 223590 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:48,613-Speed 3222.95 samples/sec Loss 0.7970 LearningRate 0.0109 Epoch: 13 Global Step: 223600 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:51,728-Speed 3288.00 samples/sec Loss 0.8290 LearningRate 0.0109 Epoch: 13 Global Step: 223610 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:54,874-Speed 3255.35 samples/sec Loss 0.8262 LearningRate 0.0109 Epoch: 13 Global Step: 223620 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:53:58,023-Speed 3252.68 samples/sec Loss 0.8182 LearningRate 0.0109 Epoch: 13 Global Step: 223630 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:01,111-Speed 3316.76 samples/sec Loss 0.8194 LearningRate 0.0109 Epoch: 13 Global Step: 223640 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:04,192-Speed 3324.86 samples/sec Loss 0.8387 LearningRate 0.0109 Epoch: 13 Global Step: 223650 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:07,273-Speed 3324.58 samples/sec Loss 0.8274 LearningRate 0.0109 Epoch: 13 Global Step: 223660 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:54:10,344-Speed 3334.43 samples/sec Loss 0.8224 LearningRate 0.0109 Epoch: 13 Global Step: 223670 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:13,418-Speed 3332.33 samples/sec Loss 0.8260 LearningRate 0.0109 Epoch: 13 Global Step: 223680 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:16,572-Speed 3247.46 samples/sec Loss 0.8386 LearningRate 0.0109 Epoch: 13 Global Step: 223690 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:19,684-Speed 3290.52 samples/sec Loss 0.8522 LearningRate 0.0109 Epoch: 13 Global Step: 223700 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:22,959-Speed 3127.81 samples/sec Loss 0.8390 LearningRate 0.0109 Epoch: 13 Global Step: 223710 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:26,107-Speed 3253.88 samples/sec Loss 0.8462 LearningRate 0.0109 Epoch: 13 Global Step: 223720 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:29,196-Speed 3316.30 samples/sec Loss 0.8329 LearningRate 0.0109 Epoch: 13 Global Step: 223730 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:54:32,335-Speed 3262.39 samples/sec Loss 0.8659 LearningRate 0.0109 Epoch: 13 Global Step: 223740 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:35,413-Speed 3327.41 samples/sec Loss 0.8699 LearningRate 0.0109 Epoch: 13 Global Step: 223750 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:38,524-Speed 3292.93 samples/sec Loss 0.8328 LearningRate 0.0109 Epoch: 13 Global Step: 223760 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:41,601-Speed 3328.45 samples/sec Loss 0.8313 LearningRate 0.0109 Epoch: 13 Global Step: 223770 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:44,694-Speed 3310.46 samples/sec Loss 0.8201 LearningRate 0.0109 Epoch: 13 Global Step: 223780 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:47,796-Speed 3302.34 samples/sec Loss 0.8720 LearningRate 0.0109 Epoch: 13 Global Step: 223790 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:50,870-Speed 3332.03 samples/sec Loss 0.8354 LearningRate 0.0109 Epoch: 13 Global Step: 223800 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:53,956-Speed 3319.56 samples/sec Loss 0.8482 LearningRate 0.0109 Epoch: 13 Global Step: 223810 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:54:57,042-Speed 3318.96 samples/sec Loss 0.8015 LearningRate 0.0109 Epoch: 13 Global Step: 223820 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:55:00,121-Speed 3326.25 samples/sec Loss 0.8672 LearningRate 0.0109 Epoch: 13 Global Step: 223830 Fp16 Grad Scale: 32768 Required: 12 hours Training: 2022-04-11 22:55:03,190-Speed 3337.07 samples/sec Loss 0.8385 LearningRate 0.0109 Epoch: 13 Global Step: 223840 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:06,274-Speed 3321.55 samples/sec Loss 0.8434 LearningRate 0.0109 Epoch: 13 Global Step: 223850 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:09,365-Speed 3313.47 samples/sec Loss 0.8092 LearningRate 0.0109 Epoch: 13 Global Step: 223860 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:12,438-Speed 3332.68 samples/sec Loss 0.8165 LearningRate 0.0108 Epoch: 13 Global Step: 223870 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:15,512-Speed 3331.82 samples/sec Loss 0.8563 LearningRate 0.0108 Epoch: 13 Global Step: 223880 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:18,624-Speed 3291.85 samples/sec Loss 0.8489 LearningRate 0.0108 Epoch: 13 Global Step: 223890 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:21,730-Speed 3297.33 samples/sec Loss 0.8679 LearningRate 0.0108 Epoch: 13 Global Step: 223900 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:24,799-Speed 3337.17 samples/sec Loss 0.8769 LearningRate 0.0108 Epoch: 13 Global Step: 223910 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:27,883-Speed 3321.05 samples/sec Loss 0.8080 LearningRate 0.0108 Epoch: 13 Global Step: 223920 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:30,955-Speed 3334.20 samples/sec Loss 0.8307 LearningRate 0.0108 Epoch: 13 Global Step: 223930 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:34,063-Speed 3295.42 samples/sec Loss 0.8861 LearningRate 0.0108 Epoch: 13 Global Step: 223940 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:55:37,170-Speed 3296.09 samples/sec Loss 0.8563 LearningRate 0.0108 Epoch: 13 Global Step: 223950 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:55:40,243-Speed 3333.36 samples/sec Loss 0.8099 LearningRate 0.0108 Epoch: 13 Global Step: 223960 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:43,324-Speed 3324.02 samples/sec Loss 0.8311 LearningRate 0.0108 Epoch: 13 Global Step: 223970 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:46,397-Speed 3333.07 samples/sec Loss 0.8153 LearningRate 0.0108 Epoch: 13 Global Step: 223980 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:49,472-Speed 3331.41 samples/sec Loss 0.7945 LearningRate 0.0108 Epoch: 13 Global Step: 223990 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:55:52,595-Speed 3279.40 samples/sec Loss 0.8591 LearningRate 0.0108 Epoch: 13 Global Step: 224000 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:56:35,974-[lfw][224000]XNorm: 21.873795 Training: 2022-04-11 22:56:35,975-[lfw][224000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-11 22:56:35,975-[lfw][224000]Accuracy-Highest: 0.99817 Training: 2022-04-11 22:57:26,356-[cfp_fp][224000]XNorm: 22.827671 Training: 2022-04-11 22:57:26,356-[cfp_fp][224000]Accuracy-Flip: 0.99057+-0.00457 Training: 2022-04-11 22:57:26,357-[cfp_fp][224000]Accuracy-Highest: 0.99129 Training: 2022-04-11 22:58:09,697-[agedb_30][224000]XNorm: 23.397329 Training: 2022-04-11 22:58:09,697-[agedb_30][224000]Accuracy-Flip: 0.98283+-0.00749 Training: 2022-04-11 22:58:09,698-[agedb_30][224000]Accuracy-Highest: 0.98567 Training: 2022-04-11 22:58:12,778-Speed 73.05 samples/sec Loss 0.8495 LearningRate 0.0108 Epoch: 13 Global Step: 224010 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:58:15,870-Speed 3312.44 samples/sec Loss 0.8088 LearningRate 0.0108 Epoch: 13 Global Step: 224020 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:58:18,981-Speed 3292.61 samples/sec Loss 0.8238 LearningRate 0.0108 Epoch: 13 Global Step: 224030 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:58:22,078-Speed 3306.58 samples/sec Loss 0.8522 LearningRate 0.0108 Epoch: 13 Global Step: 224040 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:58:25,200-Speed 3280.54 samples/sec Loss 0.8191 LearningRate 0.0108 Epoch: 13 Global Step: 224050 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:58:28,281-Speed 3324.44 samples/sec Loss 0.8530 LearningRate 0.0108 Epoch: 13 Global Step: 224060 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:31,362-Speed 3324.90 samples/sec Loss 0.8417 LearningRate 0.0108 Epoch: 13 Global Step: 224070 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:34,479-Speed 3285.48 samples/sec Loss 0.8356 LearningRate 0.0108 Epoch: 13 Global Step: 224080 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:37,568-Speed 3316.15 samples/sec Loss 0.8428 LearningRate 0.0108 Epoch: 13 Global Step: 224090 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:40,641-Speed 3333.13 samples/sec Loss 0.8582 LearningRate 0.0108 Epoch: 13 Global Step: 224100 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:43,706-Speed 3341.71 samples/sec Loss 0.8513 LearningRate 0.0108 Epoch: 13 Global Step: 224110 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:46,768-Speed 3344.84 samples/sec Loss 0.8494 LearningRate 0.0108 Epoch: 13 Global Step: 224120 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:49,832-Speed 3342.16 samples/sec Loss 0.8233 LearningRate 0.0108 Epoch: 13 Global Step: 224130 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:52,929-Speed 3307.77 samples/sec Loss 0.8658 LearningRate 0.0108 Epoch: 13 Global Step: 224140 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:56,047-Speed 3284.59 samples/sec Loss 0.8142 LearningRate 0.0108 Epoch: 13 Global Step: 224150 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:58:59,109-Speed 3345.27 samples/sec Loss 0.8791 LearningRate 0.0108 Epoch: 13 Global Step: 224160 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:02,209-Speed 3303.45 samples/sec Loss 0.8098 LearningRate 0.0108 Epoch: 13 Global Step: 224170 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:05,276-Speed 3340.48 samples/sec Loss 0.8550 LearningRate 0.0108 Epoch: 13 Global Step: 224180 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:08,362-Speed 3318.76 samples/sec Loss 0.8398 LearningRate 0.0108 Epoch: 13 Global Step: 224190 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:11,444-Speed 3322.75 samples/sec Loss 0.8917 LearningRate 0.0108 Epoch: 13 Global Step: 224200 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:14,559-Speed 3288.64 samples/sec Loss 0.8304 LearningRate 0.0108 Epoch: 13 Global Step: 224210 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:17,641-Speed 3323.20 samples/sec Loss 0.8550 LearningRate 0.0108 Epoch: 13 Global Step: 224220 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:20,721-Speed 3325.84 samples/sec Loss 0.8460 LearningRate 0.0108 Epoch: 13 Global Step: 224230 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:23,906-Speed 3216.00 samples/sec Loss 0.8382 LearningRate 0.0108 Epoch: 13 Global Step: 224240 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:27,065-Speed 3241.44 samples/sec Loss 0.8487 LearningRate 0.0108 Epoch: 13 Global Step: 224250 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:30,211-Speed 3255.90 samples/sec Loss 0.8329 LearningRate 0.0108 Epoch: 13 Global Step: 224260 Fp16 Grad Scale: 262144 Required: 12 hours Training: 2022-04-11 22:59:33,294-Speed 3322.53 samples/sec Loss 0.8404 LearningRate 0.0108 Epoch: 13 Global Step: 224270 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:36,523-Speed 3171.66 samples/sec Loss 0.8401 LearningRate 0.0108 Epoch: 13 Global Step: 224280 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:39,586-Speed 3344.03 samples/sec Loss 0.8680 LearningRate 0.0108 Epoch: 13 Global Step: 224290 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 22:59:42,697-Speed 3292.39 samples/sec Loss 0.8336 LearningRate 0.0108 Epoch: 13 Global Step: 224300 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:59:45,822-Speed 3277.62 samples/sec Loss 0.8359 LearningRate 0.0108 Epoch: 13 Global Step: 224310 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:59:48,896-Speed 3332.13 samples/sec Loss 0.8471 LearningRate 0.0108 Epoch: 13 Global Step: 224320 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:59:51,968-Speed 3333.92 samples/sec Loss 0.8513 LearningRate 0.0108 Epoch: 13 Global Step: 224330 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:59:55,074-Speed 3297.89 samples/sec Loss 0.8462 LearningRate 0.0108 Epoch: 13 Global Step: 224340 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 22:59:58,170-Speed 3307.95 samples/sec Loss 0.8289 LearningRate 0.0108 Epoch: 13 Global Step: 224350 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:01,234-Speed 3342.27 samples/sec Loss 0.8381 LearningRate 0.0108 Epoch: 13 Global Step: 224360 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:04,303-Speed 3337.57 samples/sec Loss 0.8134 LearningRate 0.0107 Epoch: 13 Global Step: 224370 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:07,362-Speed 3348.39 samples/sec Loss 0.8430 LearningRate 0.0107 Epoch: 13 Global Step: 224380 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:10,495-Speed 3269.34 samples/sec Loss 0.8389 LearningRate 0.0107 Epoch: 13 Global Step: 224390 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:13,556-Speed 3346.43 samples/sec Loss 0.8573 LearningRate 0.0107 Epoch: 13 Global Step: 224400 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:00:16,636-Speed 3325.72 samples/sec Loss 0.8169 LearningRate 0.0107 Epoch: 13 Global Step: 224410 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:00:19,746-Speed 3292.62 samples/sec Loss 0.8146 LearningRate 0.0107 Epoch: 13 Global Step: 224420 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:22,863-Speed 3285.94 samples/sec Loss 0.8693 LearningRate 0.0107 Epoch: 13 Global Step: 224430 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:26,014-Speed 3250.58 samples/sec Loss 0.8403 LearningRate 0.0107 Epoch: 13 Global Step: 224440 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:29,088-Speed 3332.52 samples/sec Loss 0.8264 LearningRate 0.0107 Epoch: 13 Global Step: 224450 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:32,150-Speed 3344.75 samples/sec Loss 0.8225 LearningRate 0.0107 Epoch: 13 Global Step: 224460 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:35,219-Speed 3337.99 samples/sec Loss 0.8788 LearningRate 0.0107 Epoch: 13 Global Step: 224470 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:38,295-Speed 3328.72 samples/sec Loss 0.8177 LearningRate 0.0107 Epoch: 13 Global Step: 224480 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:41,361-Speed 3341.24 samples/sec Loss 0.8119 LearningRate 0.0107 Epoch: 13 Global Step: 224490 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:44,483-Speed 3280.53 samples/sec Loss 0.8173 LearningRate 0.0107 Epoch: 13 Global Step: 224500 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:47,609-Speed 3276.30 samples/sec Loss 0.8610 LearningRate 0.0107 Epoch: 13 Global Step: 224510 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:00:50,692-Speed 3322.42 samples/sec Loss 0.8947 LearningRate 0.0107 Epoch: 13 Global Step: 224520 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:00:53,852-Speed 3241.06 samples/sec Loss 0.8390 LearningRate 0.0107 Epoch: 13 Global Step: 224530 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:00:56,922-Speed 3336.54 samples/sec Loss 0.8621 LearningRate 0.0107 Epoch: 13 Global Step: 224540 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:01:00,078-Speed 3245.41 samples/sec Loss 0.8242 LearningRate 0.0107 Epoch: 13 Global Step: 224550 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:01:03,175-Speed 3307.36 samples/sec Loss 0.8352 LearningRate 0.0107 Epoch: 13 Global Step: 224560 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:06,242-Speed 3339.60 samples/sec Loss 0.8259 LearningRate 0.0107 Epoch: 13 Global Step: 224570 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:09,299-Speed 3350.43 samples/sec Loss 0.8173 LearningRate 0.0107 Epoch: 13 Global Step: 224580 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:12,381-Speed 3322.89 samples/sec Loss 0.8431 LearningRate 0.0107 Epoch: 13 Global Step: 224590 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:15,464-Speed 3321.98 samples/sec Loss 0.8015 LearningRate 0.0107 Epoch: 13 Global Step: 224600 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:18,530-Speed 3341.38 samples/sec Loss 0.8654 LearningRate 0.0107 Epoch: 13 Global Step: 224610 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:21,601-Speed 3334.84 samples/sec Loss 0.8246 LearningRate 0.0107 Epoch: 13 Global Step: 224620 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:24,737-Speed 3266.77 samples/sec Loss 0.8258 LearningRate 0.0107 Epoch: 13 Global Step: 224630 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:27,804-Speed 3339.24 samples/sec Loss 0.8762 LearningRate 0.0107 Epoch: 13 Global Step: 224640 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:30,868-Speed 3342.14 samples/sec Loss 0.8387 LearningRate 0.0107 Epoch: 13 Global Step: 224650 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:33,940-Speed 3334.92 samples/sec Loss 0.8356 LearningRate 0.0107 Epoch: 13 Global Step: 224660 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:01:37,003-Speed 3343.56 samples/sec Loss 0.8550 LearningRate 0.0107 Epoch: 13 Global Step: 224670 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:01:40,076-Speed 3332.62 samples/sec Loss 0.8599 LearningRate 0.0107 Epoch: 13 Global Step: 224680 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:01:43,153-Speed 3328.60 samples/sec Loss 0.8176 LearningRate 0.0107 Epoch: 13 Global Step: 224690 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:01:46,222-Speed 3338.14 samples/sec Loss 0.8611 LearningRate 0.0107 Epoch: 13 Global Step: 224700 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:49,300-Speed 3328.03 samples/sec Loss 0.8139 LearningRate 0.0107 Epoch: 13 Global Step: 224710 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:52,447-Speed 3254.83 samples/sec Loss 0.8123 LearningRate 0.0107 Epoch: 13 Global Step: 224720 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:55,533-Speed 3318.22 samples/sec Loss 0.7947 LearningRate 0.0107 Epoch: 13 Global Step: 224730 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:01:58,651-Speed 3285.27 samples/sec Loss 0.8660 LearningRate 0.0107 Epoch: 13 Global Step: 224740 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:02:01,722-Speed 3334.58 samples/sec Loss 0.8532 LearningRate 0.0107 Epoch: 13 Global Step: 224750 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:02:04,803-Speed 3325.12 samples/sec Loss 0.8137 LearningRate 0.0107 Epoch: 13 Global Step: 224760 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:02:07,956-Speed 3247.91 samples/sec Loss 0.8648 LearningRate 0.0107 Epoch: 13 Global Step: 224770 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:02:11,051-Speed 3309.57 samples/sec Loss 0.8460 LearningRate 0.0107 Epoch: 13 Global Step: 224780 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:02:14,165-Speed 3288.39 samples/sec Loss 0.8453 LearningRate 0.0107 Epoch: 13 Global Step: 224790 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:02:17,277-Speed 3292.35 samples/sec Loss 0.8475 LearningRate 0.0107 Epoch: 13 Global Step: 224800 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:20,358-Speed 3323.73 samples/sec Loss 0.8419 LearningRate 0.0107 Epoch: 13 Global Step: 224810 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:23,427-Speed 3337.93 samples/sec Loss 0.8408 LearningRate 0.0107 Epoch: 13 Global Step: 224820 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:26,497-Speed 3336.14 samples/sec Loss 0.8307 LearningRate 0.0107 Epoch: 13 Global Step: 224830 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:29,629-Speed 3269.94 samples/sec Loss 0.8215 LearningRate 0.0107 Epoch: 13 Global Step: 224840 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:32,732-Speed 3300.83 samples/sec Loss 0.8763 LearningRate 0.0107 Epoch: 13 Global Step: 224850 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:35,829-Speed 3306.52 samples/sec Loss 0.8814 LearningRate 0.0107 Epoch: 13 Global Step: 224860 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:38,913-Speed 3321.66 samples/sec Loss 0.8199 LearningRate 0.0107 Epoch: 13 Global Step: 224870 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:42,038-Speed 3277.70 samples/sec Loss 0.8612 LearningRate 0.0107 Epoch: 13 Global Step: 224880 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:45,216-Speed 3223.50 samples/sec Loss 0.8181 LearningRate 0.0106 Epoch: 13 Global Step: 224890 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:48,289-Speed 3332.59 samples/sec Loss 0.8227 LearningRate 0.0106 Epoch: 13 Global Step: 224900 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:51,384-Speed 3309.10 samples/sec Loss 0.8715 LearningRate 0.0106 Epoch: 13 Global Step: 224910 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:54,453-Speed 3337.71 samples/sec Loss 0.8591 LearningRate 0.0106 Epoch: 13 Global Step: 224920 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:02:57,539-Speed 3318.68 samples/sec Loss 0.8513 LearningRate 0.0106 Epoch: 13 Global Step: 224930 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:03:00,653-Speed 3289.41 samples/sec Loss 0.8485 LearningRate 0.0106 Epoch: 13 Global Step: 224940 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:03:03,740-Speed 3317.21 samples/sec Loss 0.8624 LearningRate 0.0106 Epoch: 13 Global Step: 224950 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:03:06,804-Speed 3342.86 samples/sec Loss 0.8646 LearningRate 0.0106 Epoch: 13 Global Step: 224960 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:03:09,869-Speed 3342.50 samples/sec Loss 0.8252 LearningRate 0.0106 Epoch: 13 Global Step: 224970 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:12,958-Speed 3315.10 samples/sec Loss 0.8373 LearningRate 0.0106 Epoch: 13 Global Step: 224980 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:16,039-Speed 3324.35 samples/sec Loss 0.8413 LearningRate 0.0106 Epoch: 13 Global Step: 224990 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:19,113-Speed 3332.87 samples/sec Loss 0.8468 LearningRate 0.0106 Epoch: 13 Global Step: 225000 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:22,179-Speed 3340.21 samples/sec Loss 0.8380 LearningRate 0.0106 Epoch: 13 Global Step: 225010 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:25,272-Speed 3310.80 samples/sec Loss 0.8478 LearningRate 0.0106 Epoch: 13 Global Step: 225020 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:28,359-Speed 3317.83 samples/sec Loss 0.8498 LearningRate 0.0106 Epoch: 13 Global Step: 225030 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:31,514-Speed 3246.29 samples/sec Loss 0.8542 LearningRate 0.0106 Epoch: 13 Global Step: 225040 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:34,649-Speed 3267.77 samples/sec Loss 0.8415 LearningRate 0.0106 Epoch: 13 Global Step: 225050 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:37,781-Speed 3270.48 samples/sec Loss 0.8696 LearningRate 0.0106 Epoch: 13 Global Step: 225060 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:40,881-Speed 3304.19 samples/sec Loss 0.8429 LearningRate 0.0106 Epoch: 13 Global Step: 225070 Fp16 Grad Scale: 131072 Required: 12 hours Training: 2022-04-11 23:03:43,986-Speed 3298.48 samples/sec Loss 0.8429 LearningRate 0.0106 Epoch: 13 Global Step: 225080 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:47,138-Speed 3249.38 samples/sec Loss 0.8560 LearningRate 0.0106 Epoch: 13 Global Step: 225090 Fp16 Grad Scale: 65536 Required: 12 hours Training: 2022-04-11 23:03:50,268-Speed 3272.59 samples/sec Loss 0.8308 LearningRate 0.0106 Epoch: 13 Global Step: 225100 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:03:53,374-Speed 3296.78 samples/sec Loss 0.8877 LearningRate 0.0106 Epoch: 13 Global Step: 225110 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:03:56,460-Speed 3319.71 samples/sec Loss 0.8414 LearningRate 0.0106 Epoch: 13 Global Step: 225120 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:03:59,557-Speed 3307.09 samples/sec Loss 0.8277 LearningRate 0.0106 Epoch: 13 Global Step: 225130 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:02,685-Speed 3274.00 samples/sec Loss 0.8723 LearningRate 0.0106 Epoch: 13 Global Step: 225140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:05,754-Speed 3337.23 samples/sec Loss 0.8462 LearningRate 0.0106 Epoch: 13 Global Step: 225150 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:08,869-Speed 3288.60 samples/sec Loss 0.8656 LearningRate 0.0106 Epoch: 13 Global Step: 225160 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:11,984-Speed 3287.43 samples/sec Loss 0.8659 LearningRate 0.0106 Epoch: 13 Global Step: 225170 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:15,041-Speed 3350.78 samples/sec Loss 0.8553 LearningRate 0.0106 Epoch: 13 Global Step: 225180 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:18,112-Speed 3335.83 samples/sec Loss 0.8856 LearningRate 0.0106 Epoch: 13 Global Step: 225190 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:21,244-Speed 3270.04 samples/sec Loss 0.8404 LearningRate 0.0106 Epoch: 13 Global Step: 225200 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:24,358-Speed 3289.21 samples/sec Loss 0.8769 LearningRate 0.0106 Epoch: 13 Global Step: 225210 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:27,446-Speed 3316.44 samples/sec Loss 0.8151 LearningRate 0.0106 Epoch: 13 Global Step: 225220 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:30,519-Speed 3333.76 samples/sec Loss 0.8376 LearningRate 0.0106 Epoch: 13 Global Step: 225230 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:33,596-Speed 3328.87 samples/sec Loss 0.8708 LearningRate 0.0106 Epoch: 13 Global Step: 225240 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:36,804-Speed 3192.38 samples/sec Loss 0.8346 LearningRate 0.0106 Epoch: 13 Global Step: 225250 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:39,921-Speed 3285.35 samples/sec Loss 0.8162 LearningRate 0.0106 Epoch: 13 Global Step: 225260 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:43,129-Speed 3193.08 samples/sec Loss 0.8391 LearningRate 0.0106 Epoch: 13 Global Step: 225270 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:46,242-Speed 3290.43 samples/sec Loss 0.8614 LearningRate 0.0106 Epoch: 13 Global Step: 225280 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:04:49,446-Speed 3196.84 samples/sec Loss 0.8392 LearningRate 0.0106 Epoch: 13 Global Step: 225290 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:04:52,551-Speed 3297.83 samples/sec Loss 0.8608 LearningRate 0.0106 Epoch: 13 Global Step: 225300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:55,657-Speed 3298.14 samples/sec Loss 0.8850 LearningRate 0.0106 Epoch: 13 Global Step: 225310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:04:58,710-Speed 3355.36 samples/sec Loss 0.8420 LearningRate 0.0106 Epoch: 13 Global Step: 225320 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:01,785-Speed 3329.92 samples/sec Loss 0.8524 LearningRate 0.0106 Epoch: 13 Global Step: 225330 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:04,870-Speed 3320.31 samples/sec Loss 0.8698 LearningRate 0.0106 Epoch: 13 Global Step: 225340 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:07,945-Speed 3331.64 samples/sec Loss 0.8533 LearningRate 0.0106 Epoch: 13 Global Step: 225350 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:11,010-Speed 3341.08 samples/sec Loss 0.8340 LearningRate 0.0106 Epoch: 13 Global Step: 225360 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:14,084-Speed 3332.30 samples/sec Loss 0.8074 LearningRate 0.0106 Epoch: 13 Global Step: 225370 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:17,249-Speed 3236.11 samples/sec Loss 0.8462 LearningRate 0.0106 Epoch: 13 Global Step: 225380 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:20,357-Speed 3295.21 samples/sec Loss 0.8421 LearningRate 0.0106 Epoch: 13 Global Step: 225390 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:23,438-Speed 3324.30 samples/sec Loss 0.8440 LearningRate 0.0105 Epoch: 13 Global Step: 225400 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:26,501-Speed 3343.97 samples/sec Loss 0.8946 LearningRate 0.0105 Epoch: 13 Global Step: 225410 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:05:29,579-Speed 3327.45 samples/sec Loss 0.8705 LearningRate 0.0105 Epoch: 13 Global Step: 225420 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:32,665-Speed 3319.47 samples/sec Loss 0.8479 LearningRate 0.0105 Epoch: 13 Global Step: 225430 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:35,738-Speed 3332.78 samples/sec Loss 0.8459 LearningRate 0.0105 Epoch: 13 Global Step: 225440 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:38,809-Speed 3335.03 samples/sec Loss 0.8298 LearningRate 0.0105 Epoch: 13 Global Step: 225450 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:41,879-Speed 3336.62 samples/sec Loss 0.8125 LearningRate 0.0105 Epoch: 13 Global Step: 225460 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:45,100-Speed 3179.30 samples/sec Loss 0.8450 LearningRate 0.0105 Epoch: 13 Global Step: 225470 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:48,272-Speed 3229.12 samples/sec Loss 0.8633 LearningRate 0.0105 Epoch: 13 Global Step: 225480 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:51,400-Speed 3273.77 samples/sec Loss 0.8731 LearningRate 0.0105 Epoch: 13 Global Step: 225490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:54,577-Speed 3224.99 samples/sec Loss 0.8936 LearningRate 0.0105 Epoch: 13 Global Step: 225500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:05:57,695-Speed 3284.78 samples/sec Loss 0.8617 LearningRate 0.0105 Epoch: 13 Global Step: 225510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:06:00,793-Speed 3306.50 samples/sec Loss 0.8372 LearningRate 0.0105 Epoch: 13 Global Step: 225520 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:03,883-Speed 3315.09 samples/sec Loss 0.8678 LearningRate 0.0105 Epoch: 13 Global Step: 225530 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:07,038-Speed 3246.43 samples/sec Loss 0.8467 LearningRate 0.0105 Epoch: 13 Global Step: 225540 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:10,170-Speed 3270.38 samples/sec Loss 0.8719 LearningRate 0.0105 Epoch: 13 Global Step: 225550 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:13,238-Speed 3338.04 samples/sec Loss 0.8227 LearningRate 0.0105 Epoch: 13 Global Step: 225560 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:16,314-Speed 3330.12 samples/sec Loss 0.8348 LearningRate 0.0105 Epoch: 13 Global Step: 225570 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:19,479-Speed 3235.34 samples/sec Loss 0.8977 LearningRate 0.0105 Epoch: 13 Global Step: 225580 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:22,621-Speed 3260.47 samples/sec Loss 0.8262 LearningRate 0.0105 Epoch: 13 Global Step: 225590 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:25,711-Speed 3315.02 samples/sec Loss 0.7966 LearningRate 0.0105 Epoch: 13 Global Step: 225600 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:28,783-Speed 3333.87 samples/sec Loss 0.8444 LearningRate 0.0105 Epoch: 13 Global Step: 225610 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:31,851-Speed 3338.14 samples/sec Loss 0.8669 LearningRate 0.0105 Epoch: 13 Global Step: 225620 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:34,919-Speed 3338.91 samples/sec Loss 0.8542 LearningRate 0.0105 Epoch: 13 Global Step: 225630 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:37,992-Speed 3333.11 samples/sec Loss 0.8351 LearningRate 0.0105 Epoch: 13 Global Step: 225640 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:41,071-Speed 3325.53 samples/sec Loss 0.8244 LearningRate 0.0105 Epoch: 13 Global Step: 225650 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:44,207-Speed 3266.20 samples/sec Loss 0.8394 LearningRate 0.0105 Epoch: 13 Global Step: 225660 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:47,293-Speed 3319.08 samples/sec Loss 0.8579 LearningRate 0.0105 Epoch: 13 Global Step: 225670 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:50,404-Speed 3293.40 samples/sec Loss 0.8214 LearningRate 0.0105 Epoch: 13 Global Step: 225680 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:53,574-Speed 3230.34 samples/sec Loss 0.8938 LearningRate 0.0105 Epoch: 13 Global Step: 225690 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:06:56,656-Speed 3323.50 samples/sec Loss 0.8180 LearningRate 0.0105 Epoch: 13 Global Step: 225700 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:06:59,741-Speed 3320.36 samples/sec Loss 0.8616 LearningRate 0.0105 Epoch: 13 Global Step: 225710 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:02,808-Speed 3338.75 samples/sec Loss 0.8566 LearningRate 0.0105 Epoch: 13 Global Step: 225720 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:05,879-Speed 3335.34 samples/sec Loss 0.8712 LearningRate 0.0105 Epoch: 13 Global Step: 225730 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:08,950-Speed 3335.84 samples/sec Loss 0.8389 LearningRate 0.0105 Epoch: 13 Global Step: 225740 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:12,105-Speed 3246.57 samples/sec Loss 0.8391 LearningRate 0.0105 Epoch: 13 Global Step: 225750 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:15,287-Speed 3218.77 samples/sec Loss 0.8556 LearningRate 0.0105 Epoch: 13 Global Step: 225760 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:18,406-Speed 3284.44 samples/sec Loss 0.8439 LearningRate 0.0105 Epoch: 13 Global Step: 225770 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:21,485-Speed 3326.06 samples/sec Loss 0.8573 LearningRate 0.0105 Epoch: 13 Global Step: 225780 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:24,556-Speed 3334.92 samples/sec Loss 0.8547 LearningRate 0.0105 Epoch: 13 Global Step: 225790 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:27,627-Speed 3335.81 samples/sec Loss 0.8109 LearningRate 0.0105 Epoch: 13 Global Step: 225800 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:07:30,706-Speed 3326.35 samples/sec Loss 0.8950 LearningRate 0.0105 Epoch: 13 Global Step: 225810 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:07:33,793-Speed 3317.02 samples/sec Loss 0.8506 LearningRate 0.0105 Epoch: 13 Global Step: 225820 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:36,881-Speed 3317.82 samples/sec Loss 0.8804 LearningRate 0.0105 Epoch: 13 Global Step: 225830 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:39,961-Speed 3324.84 samples/sec Loss 0.8455 LearningRate 0.0105 Epoch: 13 Global Step: 225840 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:43,097-Speed 3266.42 samples/sec Loss 0.8443 LearningRate 0.0105 Epoch: 13 Global Step: 225850 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:46,237-Speed 3262.00 samples/sec Loss 0.8461 LearningRate 0.0105 Epoch: 13 Global Step: 225860 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:49,336-Speed 3304.41 samples/sec Loss 0.8458 LearningRate 0.0105 Epoch: 13 Global Step: 225870 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:52,408-Speed 3334.22 samples/sec Loss 0.8467 LearningRate 0.0105 Epoch: 13 Global Step: 225880 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:55,530-Speed 3281.46 samples/sec Loss 0.8440 LearningRate 0.0105 Epoch: 13 Global Step: 225890 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:07:58,618-Speed 3315.84 samples/sec Loss 0.8404 LearningRate 0.0105 Epoch: 13 Global Step: 225900 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:08:01,712-Speed 3310.74 samples/sec Loss 0.8806 LearningRate 0.0104 Epoch: 13 Global Step: 225910 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:08:04,866-Speed 3247.33 samples/sec Loss 0.8217 LearningRate 0.0104 Epoch: 13 Global Step: 225920 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:07,964-Speed 3306.22 samples/sec Loss 0.8716 LearningRate 0.0104 Epoch: 13 Global Step: 225930 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:11,053-Speed 3316.37 samples/sec Loss 0.8708 LearningRate 0.0104 Epoch: 13 Global Step: 225940 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:14,143-Speed 3314.67 samples/sec Loss 0.8234 LearningRate 0.0104 Epoch: 13 Global Step: 225950 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:17,217-Speed 3332.05 samples/sec Loss 0.8568 LearningRate 0.0104 Epoch: 13 Global Step: 225960 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:20,313-Speed 3307.77 samples/sec Loss 0.8455 LearningRate 0.0104 Epoch: 13 Global Step: 225970 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:23,377-Speed 3342.35 samples/sec Loss 0.8342 LearningRate 0.0104 Epoch: 13 Global Step: 225980 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:26,438-Speed 3346.20 samples/sec Loss 0.8625 LearningRate 0.0104 Epoch: 13 Global Step: 225990 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:08:29,507-Speed 3337.82 samples/sec Loss 0.8791 LearningRate 0.0104 Epoch: 13 Global Step: 226000 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:09:13,140-[lfw][226000]XNorm: 21.930860 Training: 2022-04-11 23:09:13,141-[lfw][226000]Accuracy-Flip: 0.99783+-0.00289 Training: 2022-04-11 23:09:13,141-[lfw][226000]Accuracy-Highest: 0.99817 Training: 2022-04-11 23:10:03,521-[cfp_fp][226000]XNorm: 22.590117 Training: 2022-04-11 23:10:03,521-[cfp_fp][226000]Accuracy-Flip: 0.99014+-0.00505 Training: 2022-04-11 23:10:03,521-[cfp_fp][226000]Accuracy-Highest: 0.99129 Training: 2022-04-11 23:10:46,873-[agedb_30][226000]XNorm: 23.119668 Training: 2022-04-11 23:10:46,874-[agedb_30][226000]Accuracy-Flip: 0.98483+-0.00630 Training: 2022-04-11 23:10:46,874-[agedb_30][226000]Accuracy-Highest: 0.98567 Training: 2022-04-11 23:10:50,001-Speed 72.89 samples/sec Loss 0.8582 LearningRate 0.0104 Epoch: 13 Global Step: 226010 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:10:53,055-Speed 3353.97 samples/sec Loss 0.8809 LearningRate 0.0104 Epoch: 13 Global Step: 226020 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:10:56,135-Speed 3325.42 samples/sec Loss 0.8751 LearningRate 0.0104 Epoch: 13 Global Step: 226030 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:10:59,191-Speed 3351.37 samples/sec Loss 0.8444 LearningRate 0.0104 Epoch: 13 Global Step: 226040 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:11:02,235-Speed 3365.19 samples/sec Loss 0.8498 LearningRate 0.0104 Epoch: 13 Global Step: 226050 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:05,290-Speed 3352.07 samples/sec Loss 0.8638 LearningRate 0.0104 Epoch: 13 Global Step: 226060 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:08,430-Speed 3262.02 samples/sec Loss 0.8790 LearningRate 0.0104 Epoch: 13 Global Step: 226070 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:11,498-Speed 3338.75 samples/sec Loss 0.8152 LearningRate 0.0104 Epoch: 13 Global Step: 226080 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:14,567-Speed 3336.36 samples/sec Loss 0.8834 LearningRate 0.0104 Epoch: 13 Global Step: 226090 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:17,644-Speed 3328.81 samples/sec Loss 0.8621 LearningRate 0.0104 Epoch: 13 Global Step: 226100 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:20,713-Speed 3336.86 samples/sec Loss 0.8593 LearningRate 0.0104 Epoch: 13 Global Step: 226110 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:23,791-Speed 3328.44 samples/sec Loss 0.8336 LearningRate 0.0104 Epoch: 13 Global Step: 226120 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:26,875-Speed 3321.67 samples/sec Loss 0.8904 LearningRate 0.0104 Epoch: 13 Global Step: 226130 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:29,935-Speed 3347.05 samples/sec Loss 0.8684 LearningRate 0.0104 Epoch: 13 Global Step: 226140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:11:33,011-Speed 3329.32 samples/sec Loss 0.8630 LearningRate 0.0104 Epoch: 13 Global Step: 226150 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:11:36,117-Speed 3297.32 samples/sec Loss 0.8639 LearningRate 0.0104 Epoch: 13 Global Step: 226160 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:11:39,370-Speed 3148.83 samples/sec Loss 0.8733 LearningRate 0.0104 Epoch: 13 Global Step: 226170 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:11:42,480-Speed 3293.31 samples/sec Loss 0.8434 LearningRate 0.0104 Epoch: 13 Global Step: 226180 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:11:45,548-Speed 3338.46 samples/sec Loss 0.8720 LearningRate 0.0104 Epoch: 13 Global Step: 226190 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:11:48,754-Speed 3195.05 samples/sec Loss 0.8449 LearningRate 0.0104 Epoch: 13 Global Step: 226200 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:11:51,871-Speed 3285.27 samples/sec Loss 0.8168 LearningRate 0.0104 Epoch: 13 Global Step: 226210 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:11:55,020-Speed 3253.44 samples/sec Loss 0.8547 LearningRate 0.0104 Epoch: 13 Global Step: 226220 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:11:58,103-Speed 3322.68 samples/sec Loss 0.8659 LearningRate 0.0104 Epoch: 13 Global Step: 226230 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:12:01,167-Speed 3341.90 samples/sec Loss 0.8968 LearningRate 0.0104 Epoch: 13 Global Step: 226240 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:12:04,239-Speed 3334.30 samples/sec Loss 0.8522 LearningRate 0.0104 Epoch: 13 Global Step: 226250 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:12:07,304-Speed 3342.30 samples/sec Loss 0.8865 LearningRate 0.0104 Epoch: 13 Global Step: 226260 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:12:10,385-Speed 3323.27 samples/sec Loss 0.8572 LearningRate 0.0104 Epoch: 13 Global Step: 226270 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:12:13,542-Speed 3245.28 samples/sec Loss 0.8580 LearningRate 0.0104 Epoch: 13 Global Step: 226280 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:16,613-Speed 3335.12 samples/sec Loss 0.8373 LearningRate 0.0104 Epoch: 13 Global Step: 226290 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:19,720-Speed 3296.14 samples/sec Loss 0.9209 LearningRate 0.0104 Epoch: 13 Global Step: 226300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:22,791-Speed 3335.39 samples/sec Loss 0.8193 LearningRate 0.0104 Epoch: 13 Global Step: 226310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:25,875-Speed 3321.16 samples/sec Loss 0.8483 LearningRate 0.0104 Epoch: 13 Global Step: 226320 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:28,950-Speed 3330.63 samples/sec Loss 0.8612 LearningRate 0.0104 Epoch: 13 Global Step: 226330 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:32,022-Speed 3334.02 samples/sec Loss 0.8728 LearningRate 0.0104 Epoch: 13 Global Step: 226340 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:35,138-Speed 3287.33 samples/sec Loss 0.8445 LearningRate 0.0104 Epoch: 13 Global Step: 226350 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:38,241-Speed 3300.59 samples/sec Loss 0.8517 LearningRate 0.0104 Epoch: 13 Global Step: 226360 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:41,403-Speed 3238.64 samples/sec Loss 0.8403 LearningRate 0.0104 Epoch: 13 Global Step: 226370 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:12:44,571-Speed 3234.10 samples/sec Loss 0.8554 LearningRate 0.0104 Epoch: 13 Global Step: 226380 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:12:47,716-Speed 3256.68 samples/sec Loss 0.8689 LearningRate 0.0104 Epoch: 13 Global Step: 226390 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:12:50,802-Speed 3319.25 samples/sec Loss 0.8709 LearningRate 0.0104 Epoch: 13 Global Step: 226400 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:12:53,902-Speed 3303.83 samples/sec Loss 0.8212 LearningRate 0.0104 Epoch: 13 Global Step: 226410 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:12:57,082-Speed 3220.58 samples/sec Loss 0.8418 LearningRate 0.0104 Epoch: 13 Global Step: 226420 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:00,178-Speed 3308.15 samples/sec Loss 0.8424 LearningRate 0.0103 Epoch: 13 Global Step: 226430 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:03,349-Speed 3230.85 samples/sec Loss 0.8819 LearningRate 0.0103 Epoch: 13 Global Step: 226440 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:06,496-Speed 3253.87 samples/sec Loss 0.8024 LearningRate 0.0103 Epoch: 13 Global Step: 226450 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:09,593-Speed 3307.10 samples/sec Loss 0.8688 LearningRate 0.0103 Epoch: 13 Global Step: 226460 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:12,660-Speed 3340.84 samples/sec Loss 0.8387 LearningRate 0.0103 Epoch: 13 Global Step: 226470 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:15,725-Speed 3341.94 samples/sec Loss 0.8707 LearningRate 0.0103 Epoch: 13 Global Step: 226480 Fp16 Grad Scale: 262144 Required: 11 hours Training: 2022-04-11 23:13:18,774-Speed 3358.67 samples/sec Loss 0.8414 LearningRate 0.0103 Epoch: 13 Global Step: 226490 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:21,839-Speed 3341.46 samples/sec Loss 0.8275 LearningRate 0.0103 Epoch: 13 Global Step: 226500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:24,921-Speed 3323.33 samples/sec Loss 0.8618 LearningRate 0.0103 Epoch: 13 Global Step: 226510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:28,078-Speed 3244.92 samples/sec Loss 0.8686 LearningRate 0.0103 Epoch: 13 Global Step: 226520 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:31,326-Speed 3152.66 samples/sec Loss 0.8335 LearningRate 0.0103 Epoch: 13 Global Step: 226530 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:34,566-Speed 3161.27 samples/sec Loss 0.8557 LearningRate 0.0103 Epoch: 13 Global Step: 226540 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:37,638-Speed 3334.25 samples/sec Loss 0.8776 LearningRate 0.0103 Epoch: 13 Global Step: 226550 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:40,775-Speed 3265.53 samples/sec Loss 0.8368 LearningRate 0.0103 Epoch: 13 Global Step: 226560 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:43,842-Speed 3339.07 samples/sec Loss 0.8542 LearningRate 0.0103 Epoch: 13 Global Step: 226570 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:46,922-Speed 3325.20 samples/sec Loss 0.8760 LearningRate 0.0103 Epoch: 13 Global Step: 226580 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:49,991-Speed 3337.23 samples/sec Loss 0.8977 LearningRate 0.0103 Epoch: 13 Global Step: 226590 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:13:53,220-Speed 3172.15 samples/sec Loss 0.8525 LearningRate 0.0103 Epoch: 13 Global Step: 226600 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:56,378-Speed 3243.24 samples/sec Loss 0.8627 LearningRate 0.0103 Epoch: 13 Global Step: 226610 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:13:59,463-Speed 3319.86 samples/sec Loss 0.8578 LearningRate 0.0103 Epoch: 13 Global Step: 226620 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:02,608-Speed 3256.97 samples/sec Loss 0.8461 LearningRate 0.0103 Epoch: 13 Global Step: 226630 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:05,691-Speed 3322.39 samples/sec Loss 0.8832 LearningRate 0.0103 Epoch: 13 Global Step: 226640 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:08,757-Speed 3341.23 samples/sec Loss 0.8765 LearningRate 0.0103 Epoch: 13 Global Step: 226650 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:11,928-Speed 3229.52 samples/sec Loss 0.8644 LearningRate 0.0103 Epoch: 13 Global Step: 226660 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:15,031-Speed 3300.95 samples/sec Loss 0.8867 LearningRate 0.0103 Epoch: 13 Global Step: 226670 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:18,100-Speed 3337.17 samples/sec Loss 0.8509 LearningRate 0.0103 Epoch: 13 Global Step: 226680 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:21,177-Speed 3328.46 samples/sec Loss 0.8525 LearningRate 0.0103 Epoch: 13 Global Step: 226690 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:24,259-Speed 3323.50 samples/sec Loss 0.8764 LearningRate 0.0103 Epoch: 13 Global Step: 226700 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:27,326-Speed 3339.57 samples/sec Loss 0.8602 LearningRate 0.0103 Epoch: 13 Global Step: 226710 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:14:30,434-Speed 3295.52 samples/sec Loss 0.8782 LearningRate 0.0103 Epoch: 13 Global Step: 226720 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:33,614-Speed 3221.46 samples/sec Loss 0.8181 LearningRate 0.0103 Epoch: 13 Global Step: 226730 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:36,812-Speed 3202.17 samples/sec Loss 0.8457 LearningRate 0.0103 Epoch: 13 Global Step: 226740 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:39,885-Speed 3333.08 samples/sec Loss 0.8276 LearningRate 0.0103 Epoch: 13 Global Step: 226750 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:42,962-Speed 3328.97 samples/sec Loss 0.8561 LearningRate 0.0103 Epoch: 13 Global Step: 226760 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:46,047-Speed 3320.06 samples/sec Loss 0.8796 LearningRate 0.0103 Epoch: 13 Global Step: 226770 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:49,122-Speed 3330.16 samples/sec Loss 0.8785 LearningRate 0.0103 Epoch: 13 Global Step: 226780 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:52,227-Speed 3299.14 samples/sec Loss 0.8966 LearningRate 0.0103 Epoch: 13 Global Step: 226790 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:55,406-Speed 3222.24 samples/sec Loss 0.8662 LearningRate 0.0103 Epoch: 13 Global Step: 226800 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:14:58,469-Speed 3343.46 samples/sec Loss 0.8706 LearningRate 0.0103 Epoch: 13 Global Step: 226810 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:15:01,540-Speed 3335.33 samples/sec Loss 0.8910 LearningRate 0.0103 Epoch: 13 Global Step: 226820 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:15:04,629-Speed 3315.92 samples/sec Loss 0.8681 LearningRate 0.0103 Epoch: 13 Global Step: 226830 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:15:07,712-Speed 3322.28 samples/sec Loss 0.8912 LearningRate 0.0103 Epoch: 13 Global Step: 226840 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:15:10,766-Speed 3353.35 samples/sec Loss 0.8135 LearningRate 0.0103 Epoch: 13 Global Step: 226850 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:15:13,857-Speed 3313.90 samples/sec Loss 0.8646 LearningRate 0.0103 Epoch: 13 Global Step: 226860 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:15:16,990-Speed 3269.76 samples/sec Loss 0.8635 LearningRate 0.0103 Epoch: 13 Global Step: 226870 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:15:20,076-Speed 3318.03 samples/sec Loss 0.8556 LearningRate 0.0103 Epoch: 13 Global Step: 226880 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:15:23,139-Speed 3343.98 samples/sec Loss 0.8297 LearningRate 0.0103 Epoch: 13 Global Step: 226890 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:15:26,204-Speed 3342.06 samples/sec Loss 0.8518 LearningRate 0.0103 Epoch: 13 Global Step: 226900 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:15:29,277-Speed 3333.50 samples/sec Loss 0.8983 LearningRate 0.0103 Epoch: 13 Global Step: 226910 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:32,426-Speed 3252.62 samples/sec Loss 0.8601 LearningRate 0.0103 Epoch: 13 Global Step: 226920 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:35,496-Speed 3335.86 samples/sec Loss 0.8932 LearningRate 0.0103 Epoch: 13 Global Step: 226930 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:38,567-Speed 3334.93 samples/sec Loss 0.8528 LearningRate 0.0103 Epoch: 13 Global Step: 226940 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:41,680-Speed 3290.81 samples/sec Loss 0.8819 LearningRate 0.0102 Epoch: 13 Global Step: 226950 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:44,751-Speed 3334.93 samples/sec Loss 0.8612 LearningRate 0.0102 Epoch: 13 Global Step: 226960 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:47,824-Speed 3332.35 samples/sec Loss 0.8644 LearningRate 0.0102 Epoch: 13 Global Step: 226970 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:50,938-Speed 3289.01 samples/sec Loss 0.8836 LearningRate 0.0102 Epoch: 13 Global Step: 226980 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:54,023-Speed 3320.70 samples/sec Loss 0.8867 LearningRate 0.0102 Epoch: 13 Global Step: 226990 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:15:57,110-Speed 3318.13 samples/sec Loss 0.8463 LearningRate 0.0102 Epoch: 13 Global Step: 227000 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:16:00,178-Speed 3338.02 samples/sec Loss 0.8590 LearningRate 0.0102 Epoch: 13 Global Step: 227010 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:03,277-Speed 3305.18 samples/sec Loss 0.8168 LearningRate 0.0102 Epoch: 13 Global Step: 227020 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:06,444-Speed 3234.31 samples/sec Loss 0.8648 LearningRate 0.0102 Epoch: 13 Global Step: 227030 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:09,566-Speed 3280.11 samples/sec Loss 0.8210 LearningRate 0.0102 Epoch: 13 Global Step: 227040 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:12,638-Speed 3334.81 samples/sec Loss 0.8992 LearningRate 0.0102 Epoch: 13 Global Step: 227050 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:15,755-Speed 3285.59 samples/sec Loss 0.8614 LearningRate 0.0102 Epoch: 13 Global Step: 227060 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:18,837-Speed 3323.48 samples/sec Loss 0.8741 LearningRate 0.0102 Epoch: 13 Global Step: 227070 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:21,991-Speed 3246.61 samples/sec Loss 0.8651 LearningRate 0.0102 Epoch: 13 Global Step: 227080 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:25,209-Speed 3183.24 samples/sec Loss 0.8640 LearningRate 0.0102 Epoch: 13 Global Step: 227090 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:28,333-Speed 3278.63 samples/sec Loss 0.8607 LearningRate 0.0102 Epoch: 13 Global Step: 227100 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:31,494-Speed 3240.24 samples/sec Loss 0.8481 LearningRate 0.0102 Epoch: 13 Global Step: 227110 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:16:34,642-Speed 3253.43 samples/sec Loss 0.8575 LearningRate 0.0102 Epoch: 13 Global Step: 227120 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:16:37,776-Speed 3268.43 samples/sec Loss 0.8890 LearningRate 0.0102 Epoch: 13 Global Step: 227130 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:16:40,906-Speed 3272.64 samples/sec Loss 0.8482 LearningRate 0.0102 Epoch: 13 Global Step: 227140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:44,011-Speed 3298.74 samples/sec Loss 0.8978 LearningRate 0.0102 Epoch: 13 Global Step: 227150 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:47,106-Speed 3308.58 samples/sec Loss 0.8414 LearningRate 0.0102 Epoch: 13 Global Step: 227160 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:50,188-Speed 3323.77 samples/sec Loss 0.8811 LearningRate 0.0102 Epoch: 13 Global Step: 227170 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:53,258-Speed 3336.62 samples/sec Loss 0.8749 LearningRate 0.0102 Epoch: 13 Global Step: 227180 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:56,375-Speed 3285.62 samples/sec Loss 0.8537 LearningRate 0.0102 Epoch: 13 Global Step: 227190 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:16:59,460-Speed 3319.90 samples/sec Loss 0.8805 LearningRate 0.0102 Epoch: 13 Global Step: 227200 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:02,647-Speed 3213.35 samples/sec Loss 0.8148 LearningRate 0.0102 Epoch: 13 Global Step: 227210 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:05,810-Speed 3238.46 samples/sec Loss 0.8488 LearningRate 0.0102 Epoch: 13 Global Step: 227220 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:08,912-Speed 3301.91 samples/sec Loss 0.8922 LearningRate 0.0102 Epoch: 13 Global Step: 227230 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:11,997-Speed 3320.38 samples/sec Loss 0.8352 LearningRate 0.0102 Epoch: 13 Global Step: 227240 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:15,155-Speed 3243.65 samples/sec Loss 0.8645 LearningRate 0.0102 Epoch: 13 Global Step: 227250 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:18,281-Speed 3275.81 samples/sec Loss 0.8685 LearningRate 0.0102 Epoch: 13 Global Step: 227260 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:21,378-Speed 3306.76 samples/sec Loss 0.8471 LearningRate 0.0102 Epoch: 13 Global Step: 227270 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:24,453-Speed 3331.14 samples/sec Loss 0.8765 LearningRate 0.0102 Epoch: 13 Global Step: 227280 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:27,521-Speed 3338.42 samples/sec Loss 0.8572 LearningRate 0.0102 Epoch: 13 Global Step: 227290 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:17:30,584-Speed 3343.62 samples/sec Loss 0.8612 LearningRate 0.0102 Epoch: 13 Global Step: 227300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:33,665-Speed 3324.36 samples/sec Loss 0.9014 LearningRate 0.0102 Epoch: 13 Global Step: 227310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:36,847-Speed 3219.07 samples/sec Loss 0.8739 LearningRate 0.0102 Epoch: 13 Global Step: 227320 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:39,930-Speed 3322.04 samples/sec Loss 0.8530 LearningRate 0.0102 Epoch: 13 Global Step: 227330 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:43,020-Speed 3315.68 samples/sec Loss 0.8589 LearningRate 0.0102 Epoch: 13 Global Step: 227340 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:46,093-Speed 3332.84 samples/sec Loss 0.8406 LearningRate 0.0102 Epoch: 13 Global Step: 227350 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:49,201-Speed 3295.29 samples/sec Loss 0.8789 LearningRate 0.0102 Epoch: 13 Global Step: 227360 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:52,378-Speed 3223.34 samples/sec Loss 0.7953 LearningRate 0.0102 Epoch: 13 Global Step: 227370 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:55,459-Speed 3324.20 samples/sec Loss 0.8586 LearningRate 0.0102 Epoch: 13 Global Step: 227380 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:17:58,512-Speed 3355.27 samples/sec Loss 0.8555 LearningRate 0.0102 Epoch: 13 Global Step: 227390 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:01,620-Speed 3295.77 samples/sec Loss 0.8808 LearningRate 0.0102 Epoch: 13 Global Step: 227400 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:04,768-Speed 3253.16 samples/sec Loss 0.8573 LearningRate 0.0102 Epoch: 13 Global Step: 227410 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:07,861-Speed 3310.88 samples/sec Loss 0.8962 LearningRate 0.0102 Epoch: 13 Global Step: 227420 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:11,045-Speed 3217.19 samples/sec Loss 0.8589 LearningRate 0.0102 Epoch: 13 Global Step: 227430 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:14,178-Speed 3270.12 samples/sec Loss 0.8670 LearningRate 0.0102 Epoch: 13 Global Step: 227440 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:17,279-Speed 3302.42 samples/sec Loss 0.8823 LearningRate 0.0102 Epoch: 13 Global Step: 227450 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:20,376-Speed 3307.07 samples/sec Loss 0.8852 LearningRate 0.0102 Epoch: 13 Global Step: 227460 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:23,543-Speed 3233.55 samples/sec Loss 0.8231 LearningRate 0.0101 Epoch: 13 Global Step: 227470 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:26,724-Speed 3220.32 samples/sec Loss 0.8205 LearningRate 0.0101 Epoch: 13 Global Step: 227480 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:18:29,996-Speed 3130.34 samples/sec Loss 0.8879 LearningRate 0.0101 Epoch: 13 Global Step: 227490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:33,983-Speed 2568.33 samples/sec Loss 0.8552 LearningRate 0.0101 Epoch: 13 Global Step: 227500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:37,168-Speed 3216.07 samples/sec Loss 0.8451 LearningRate 0.0101 Epoch: 13 Global Step: 227510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:40,263-Speed 3310.40 samples/sec Loss 0.8452 LearningRate 0.0101 Epoch: 13 Global Step: 227520 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:43,424-Speed 3239.71 samples/sec Loss 0.8920 LearningRate 0.0101 Epoch: 13 Global Step: 227530 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:46,623-Speed 3201.75 samples/sec Loss 0.8527 LearningRate 0.0101 Epoch: 13 Global Step: 227540 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:49,686-Speed 3344.21 samples/sec Loss 0.8492 LearningRate 0.0101 Epoch: 13 Global Step: 227550 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:52,760-Speed 3331.45 samples/sec Loss 0.8812 LearningRate 0.0101 Epoch: 13 Global Step: 227560 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:55,905-Speed 3256.82 samples/sec Loss 0.8646 LearningRate 0.0101 Epoch: 13 Global Step: 227570 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:18:59,035-Speed 3272.57 samples/sec Loss 0.8826 LearningRate 0.0101 Epoch: 13 Global Step: 227580 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:02,209-Speed 3226.00 samples/sec Loss 0.8629 LearningRate 0.0101 Epoch: 13 Global Step: 227590 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:05,283-Speed 3332.58 samples/sec Loss 0.8793 LearningRate 0.0101 Epoch: 13 Global Step: 227600 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:08,368-Speed 3320.01 samples/sec Loss 0.8566 LearningRate 0.0101 Epoch: 13 Global Step: 227610 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:11,459-Speed 3314.14 samples/sec Loss 0.8653 LearningRate 0.0101 Epoch: 13 Global Step: 227620 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:14,547-Speed 3317.05 samples/sec Loss 0.8997 LearningRate 0.0101 Epoch: 13 Global Step: 227630 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:17,744-Speed 3203.63 samples/sec Loss 0.8740 LearningRate 0.0101 Epoch: 13 Global Step: 227640 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:20,798-Speed 3352.84 samples/sec Loss 0.9003 LearningRate 0.0101 Epoch: 13 Global Step: 227650 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:23,864-Speed 3341.47 samples/sec Loss 0.8558 LearningRate 0.0101 Epoch: 13 Global Step: 227660 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:27,019-Speed 3245.61 samples/sec Loss 0.8612 LearningRate 0.0101 Epoch: 13 Global Step: 227670 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:30,127-Speed 3295.39 samples/sec Loss 0.8372 LearningRate 0.0101 Epoch: 13 Global Step: 227680 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:33,213-Speed 3318.59 samples/sec Loss 0.8915 LearningRate 0.0101 Epoch: 13 Global Step: 227690 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:36,315-Speed 3302.68 samples/sec Loss 0.9060 LearningRate 0.0101 Epoch: 13 Global Step: 227700 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:39,431-Speed 3286.70 samples/sec Loss 0.8652 LearningRate 0.0101 Epoch: 13 Global Step: 227710 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:42,571-Speed 3262.85 samples/sec Loss 0.8912 LearningRate 0.0101 Epoch: 13 Global Step: 227720 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:45,642-Speed 3334.70 samples/sec Loss 0.8476 LearningRate 0.0101 Epoch: 13 Global Step: 227730 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:48,744-Speed 3301.76 samples/sec Loss 0.8782 LearningRate 0.0101 Epoch: 13 Global Step: 227740 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:19:51,818-Speed 3331.25 samples/sec Loss 0.8721 LearningRate 0.0101 Epoch: 13 Global Step: 227750 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:54,908-Speed 3314.70 samples/sec Loss 0.8453 LearningRate 0.0101 Epoch: 13 Global Step: 227760 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:19:57,993-Speed 3320.19 samples/sec Loss 0.8983 LearningRate 0.0101 Epoch: 13 Global Step: 227770 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:01,140-Speed 3255.05 samples/sec Loss 0.8635 LearningRate 0.0101 Epoch: 13 Global Step: 227780 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:04,266-Speed 3276.41 samples/sec Loss 0.8554 LearningRate 0.0101 Epoch: 13 Global Step: 227790 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:07,369-Speed 3301.07 samples/sec Loss 0.8772 LearningRate 0.0101 Epoch: 13 Global Step: 227800 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:10,441-Speed 3333.82 samples/sec Loss 0.8911 LearningRate 0.0101 Epoch: 13 Global Step: 227810 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:13,579-Speed 3264.40 samples/sec Loss 0.9042 LearningRate 0.0101 Epoch: 13 Global Step: 227820 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:16,757-Speed 3222.15 samples/sec Loss 0.8126 LearningRate 0.0101 Epoch: 13 Global Step: 227830 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:19,829-Speed 3333.93 samples/sec Loss 0.8667 LearningRate 0.0101 Epoch: 13 Global Step: 227840 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:22,960-Speed 3271.55 samples/sec Loss 0.8677 LearningRate 0.0101 Epoch: 13 Global Step: 227850 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:26,105-Speed 3257.03 samples/sec Loss 0.8347 LearningRate 0.0101 Epoch: 13 Global Step: 227860 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:29,253-Speed 3253.26 samples/sec Loss 0.8529 LearningRate 0.0101 Epoch: 13 Global Step: 227870 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:32,397-Speed 3257.62 samples/sec Loss 0.8731 LearningRate 0.0101 Epoch: 13 Global Step: 227880 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:35,472-Speed 3331.24 samples/sec Loss 0.8598 LearningRate 0.0101 Epoch: 13 Global Step: 227890 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:38,640-Speed 3233.13 samples/sec Loss 0.8804 LearningRate 0.0101 Epoch: 13 Global Step: 227900 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:41,885-Speed 3156.61 samples/sec Loss 0.8898 LearningRate 0.0101 Epoch: 13 Global Step: 227910 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:44,955-Speed 3335.80 samples/sec Loss 0.8725 LearningRate 0.0101 Epoch: 13 Global Step: 227920 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:20:48,080-Speed 3277.29 samples/sec Loss 0.8786 LearningRate 0.0101 Epoch: 13 Global Step: 227930 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:51,282-Speed 3198.83 samples/sec Loss 0.8841 LearningRate 0.0101 Epoch: 13 Global Step: 227940 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:54,365-Speed 3321.91 samples/sec Loss 0.8481 LearningRate 0.0101 Epoch: 13 Global Step: 227950 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:20:57,475-Speed 3293.52 samples/sec Loss 0.8599 LearningRate 0.0101 Epoch: 13 Global Step: 227960 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:21:00,603-Speed 3275.16 samples/sec Loss 0.8439 LearningRate 0.0101 Epoch: 13 Global Step: 227970 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:21:03,763-Speed 3240.54 samples/sec Loss 0.8463 LearningRate 0.0101 Epoch: 13 Global Step: 227980 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:21:06,844-Speed 3324.26 samples/sec Loss 0.9148 LearningRate 0.0101 Epoch: 13 Global Step: 227990 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:21:10,011-Speed 3234.70 samples/sec Loss 0.8880 LearningRate 0.0100 Epoch: 13 Global Step: 228000 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:21:54,542-[lfw][228000]XNorm: 21.231028 Training: 2022-04-11 23:21:54,542-[lfw][228000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-11 23:21:54,543-[lfw][228000]Accuracy-Highest: 0.99817 Training: 2022-04-11 23:22:46,346-[cfp_fp][228000]XNorm: 21.554895 Training: 2022-04-11 23:22:46,346-[cfp_fp][228000]Accuracy-Flip: 0.99029+-0.00398 Training: 2022-04-11 23:22:46,347-[cfp_fp][228000]Accuracy-Highest: 0.99129 Training: 2022-04-11 23:23:30,788-[agedb_30][228000]XNorm: 22.315786 Training: 2022-04-11 23:23:30,789-[agedb_30][228000]Accuracy-Flip: 0.98533+-0.00678 Training: 2022-04-11 23:23:30,789-[agedb_30][228000]Accuracy-Highest: 0.98567 Training: 2022-04-11 23:23:33,860-Speed 71.19 samples/sec Loss 0.8370 LearningRate 0.0100 Epoch: 13 Global Step: 228010 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:23:36,920-Speed 3347.20 samples/sec Loss 0.8347 LearningRate 0.0100 Epoch: 13 Global Step: 228020 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:23:39,996-Speed 3329.77 samples/sec Loss 0.8765 LearningRate 0.0100 Epoch: 13 Global Step: 228030 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:23:43,058-Speed 3345.68 samples/sec Loss 0.8950 LearningRate 0.0100 Epoch: 13 Global Step: 228040 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:23:46,138-Speed 3324.78 samples/sec Loss 0.8518 LearningRate 0.0100 Epoch: 13 Global Step: 228050 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:23:49,251-Speed 3290.73 samples/sec Loss 0.8796 LearningRate 0.0100 Epoch: 13 Global Step: 228060 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:23:52,381-Speed 3271.85 samples/sec Loss 0.8896 LearningRate 0.0100 Epoch: 13 Global Step: 228070 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:23:55,485-Speed 3300.11 samples/sec Loss 0.8297 LearningRate 0.0100 Epoch: 13 Global Step: 228080 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:23:58,601-Speed 3287.21 samples/sec Loss 0.8794 LearningRate 0.0100 Epoch: 13 Global Step: 228090 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:24:01,671-Speed 3336.36 samples/sec Loss 0.8995 LearningRate 0.0100 Epoch: 13 Global Step: 228100 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:24:04,762-Speed 3313.82 samples/sec Loss 0.8699 LearningRate 0.0100 Epoch: 13 Global Step: 228110 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:24:07,837-Speed 3329.74 samples/sec Loss 0.8877 LearningRate 0.0100 Epoch: 13 Global Step: 228120 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:24:10,896-Speed 3348.99 samples/sec Loss 0.8860 LearningRate 0.0100 Epoch: 13 Global Step: 228130 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:24:13,982-Speed 3318.50 samples/sec Loss 0.8694 LearningRate 0.0100 Epoch: 13 Global Step: 228140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:17,108-Speed 3276.57 samples/sec Loss 0.8933 LearningRate 0.0100 Epoch: 13 Global Step: 228150 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:20,228-Speed 3283.40 samples/sec Loss 0.8712 LearningRate 0.0100 Epoch: 13 Global Step: 228160 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:23,367-Speed 3262.85 samples/sec Loss 0.8575 LearningRate 0.0100 Epoch: 13 Global Step: 228170 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:26,517-Speed 3251.61 samples/sec Loss 0.8746 LearningRate 0.0100 Epoch: 13 Global Step: 228180 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:29,641-Speed 3279.25 samples/sec Loss 0.8680 LearningRate 0.0100 Epoch: 13 Global Step: 228190 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:32,781-Speed 3261.79 samples/sec Loss 0.9187 LearningRate 0.0100 Epoch: 13 Global Step: 228200 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:35,900-Speed 3284.07 samples/sec Loss 0.8719 LearningRate 0.0100 Epoch: 13 Global Step: 228210 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:38,983-Speed 3321.87 samples/sec Loss 0.8562 LearningRate 0.0100 Epoch: 13 Global Step: 228220 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:42,140-Speed 3244.08 samples/sec Loss 0.9386 LearningRate 0.0100 Epoch: 13 Global Step: 228230 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:45,230-Speed 3314.91 samples/sec Loss 0.8830 LearningRate 0.0100 Epoch: 13 Global Step: 228240 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:48,368-Speed 3264.62 samples/sec Loss 0.8984 LearningRate 0.0100 Epoch: 13 Global Step: 228250 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:51,529-Speed 3239.63 samples/sec Loss 0.8807 LearningRate 0.0100 Epoch: 13 Global Step: 228260 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:54,739-Speed 3191.29 samples/sec Loss 0.8943 LearningRate 0.0100 Epoch: 13 Global Step: 228270 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:24:57,914-Speed 3225.50 samples/sec Loss 0.8624 LearningRate 0.0100 Epoch: 13 Global Step: 228280 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:01,062-Speed 3253.76 samples/sec Loss 0.8540 LearningRate 0.0100 Epoch: 13 Global Step: 228290 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:04,247-Speed 3215.84 samples/sec Loss 0.8559 LearningRate 0.0100 Epoch: 13 Global Step: 228300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:07,426-Speed 3220.96 samples/sec Loss 0.8549 LearningRate 0.0100 Epoch: 13 Global Step: 228310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:10,516-Speed 3315.45 samples/sec Loss 0.8867 LearningRate 0.0100 Epoch: 13 Global Step: 228320 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:13,650-Speed 3268.87 samples/sec Loss 0.9065 LearningRate 0.0100 Epoch: 13 Global Step: 228330 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:16,816-Speed 3234.50 samples/sec Loss 0.8760 LearningRate 0.0100 Epoch: 13 Global Step: 228340 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:25:19,878-Speed 3345.23 samples/sec Loss 0.8883 LearningRate 0.0100 Epoch: 13 Global Step: 228350 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:22,938-Speed 3347.78 samples/sec Loss 0.8542 LearningRate 0.0100 Epoch: 13 Global Step: 228360 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:26,035-Speed 3307.01 samples/sec Loss 0.8750 LearningRate 0.0100 Epoch: 13 Global Step: 228370 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:29,207-Speed 3229.06 samples/sec Loss 0.8390 LearningRate 0.0100 Epoch: 13 Global Step: 228380 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:32,301-Speed 3310.26 samples/sec Loss 0.8793 LearningRate 0.0100 Epoch: 13 Global Step: 228390 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:35,362-Speed 3345.35 samples/sec Loss 0.8532 LearningRate 0.0100 Epoch: 13 Global Step: 228400 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:38,477-Speed 3287.91 samples/sec Loss 0.8694 LearningRate 0.0100 Epoch: 13 Global Step: 228410 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:41,573-Speed 3308.80 samples/sec Loss 0.9071 LearningRate 0.0100 Epoch: 13 Global Step: 228420 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:44,695-Speed 3280.23 samples/sec Loss 0.8779 LearningRate 0.0100 Epoch: 13 Global Step: 228430 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:47,891-Speed 3205.24 samples/sec Loss 0.8799 LearningRate 0.0100 Epoch: 13 Global Step: 228440 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:50,970-Speed 3325.65 samples/sec Loss 0.8540 LearningRate 0.0100 Epoch: 13 Global Step: 228450 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:25:54,061-Speed 3314.20 samples/sec Loss 0.8381 LearningRate 0.0100 Epoch: 13 Global Step: 228460 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:25:57,171-Speed 3292.68 samples/sec Loss 0.8362 LearningRate 0.0100 Epoch: 13 Global Step: 228470 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:00,301-Speed 3273.33 samples/sec Loss 0.8873 LearningRate 0.0100 Epoch: 13 Global Step: 228480 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:03,429-Speed 3274.26 samples/sec Loss 0.8915 LearningRate 0.0100 Epoch: 13 Global Step: 228490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:06,588-Speed 3241.81 samples/sec Loss 0.8520 LearningRate 0.0100 Epoch: 13 Global Step: 228500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:09,696-Speed 3295.44 samples/sec Loss 0.8306 LearningRate 0.0100 Epoch: 13 Global Step: 228510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:12,807-Speed 3293.09 samples/sec Loss 0.8658 LearningRate 0.0100 Epoch: 13 Global Step: 228520 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:15,879-Speed 3333.14 samples/sec Loss 0.8741 LearningRate 0.0099 Epoch: 13 Global Step: 228530 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:18,980-Speed 3303.02 samples/sec Loss 0.8646 LearningRate 0.0099 Epoch: 13 Global Step: 228540 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:22,078-Speed 3306.08 samples/sec Loss 0.8695 LearningRate 0.0099 Epoch: 13 Global Step: 228550 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:25,205-Speed 3276.10 samples/sec Loss 0.8714 LearningRate 0.0099 Epoch: 13 Global Step: 228560 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:26:28,319-Speed 3288.28 samples/sec Loss 0.8787 LearningRate 0.0099 Epoch: 13 Global Step: 228570 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:26:31,410-Speed 3314.34 samples/sec Loss 0.8672 LearningRate 0.0099 Epoch: 13 Global Step: 228580 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:26:34,499-Speed 3316.24 samples/sec Loss 0.8491 LearningRate 0.0099 Epoch: 13 Global Step: 228590 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:37,566-Speed 3339.10 samples/sec Loss 0.8783 LearningRate 0.0099 Epoch: 13 Global Step: 228600 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:40,721-Speed 3246.48 samples/sec Loss 0.9021 LearningRate 0.0099 Epoch: 13 Global Step: 228610 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:43,866-Speed 3256.73 samples/sec Loss 0.8795 LearningRate 0.0099 Epoch: 13 Global Step: 228620 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:46,945-Speed 3325.93 samples/sec Loss 0.8293 LearningRate 0.0099 Epoch: 13 Global Step: 228630 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:50,018-Speed 3332.55 samples/sec Loss 0.8735 LearningRate 0.0099 Epoch: 13 Global Step: 228640 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:53,125-Speed 3297.22 samples/sec Loss 0.8419 LearningRate 0.0099 Epoch: 13 Global Step: 228650 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:56,235-Speed 3293.24 samples/sec Loss 0.8755 LearningRate 0.0099 Epoch: 13 Global Step: 228660 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:26:59,311-Speed 3329.81 samples/sec Loss 0.8582 LearningRate 0.0099 Epoch: 13 Global Step: 228670 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:02,393-Speed 3323.06 samples/sec Loss 0.8645 LearningRate 0.0099 Epoch: 13 Global Step: 228680 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:05,604-Speed 3190.00 samples/sec Loss 0.8826 LearningRate 0.0099 Epoch: 13 Global Step: 228690 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:27:08,774-Speed 3231.17 samples/sec Loss 0.8934 LearningRate 0.0099 Epoch: 13 Global Step: 228700 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:11,843-Speed 3337.01 samples/sec Loss 0.8511 LearningRate 0.0099 Epoch: 13 Global Step: 228710 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:14,928-Speed 3320.04 samples/sec Loss 0.8588 LearningRate 0.0099 Epoch: 13 Global Step: 228720 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:18,000-Speed 3334.04 samples/sec Loss 0.8857 LearningRate 0.0099 Epoch: 13 Global Step: 228730 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:21,084-Speed 3320.81 samples/sec Loss 0.8906 LearningRate 0.0099 Epoch: 13 Global Step: 228740 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:24,153-Speed 3337.54 samples/sec Loss 0.8873 LearningRate 0.0099 Epoch: 13 Global Step: 228750 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:27,216-Speed 3344.01 samples/sec Loss 0.8667 LearningRate 0.0099 Epoch: 13 Global Step: 228760 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:30,309-Speed 3311.97 samples/sec Loss 0.8927 LearningRate 0.0099 Epoch: 13 Global Step: 228770 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:33,398-Speed 3315.55 samples/sec Loss 0.8622 LearningRate 0.0099 Epoch: 13 Global Step: 228780 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:36,499-Speed 3302.61 samples/sec Loss 0.8422 LearningRate 0.0099 Epoch: 13 Global Step: 228790 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:27:39,602-Speed 3300.51 samples/sec Loss 0.8809 LearningRate 0.0099 Epoch: 13 Global Step: 228800 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:27:42,751-Speed 3252.94 samples/sec Loss 0.8711 LearningRate 0.0099 Epoch: 13 Global Step: 228810 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:27:45,829-Speed 3327.80 samples/sec Loss 0.8733 LearningRate 0.0099 Epoch: 13 Global Step: 228820 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:27:48,897-Speed 3337.71 samples/sec Loss 0.8359 LearningRate 0.0099 Epoch: 13 Global Step: 228830 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:27:51,963-Speed 3341.29 samples/sec Loss 0.8658 LearningRate 0.0099 Epoch: 13 Global Step: 228840 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:27:55,034-Speed 3335.13 samples/sec Loss 0.8623 LearningRate 0.0099 Epoch: 13 Global Step: 228850 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:27:58,106-Speed 3333.77 samples/sec Loss 0.8945 LearningRate 0.0099 Epoch: 13 Global Step: 228860 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:01,186-Speed 3325.79 samples/sec Loss 0.8832 LearningRate 0.0099 Epoch: 13 Global Step: 228870 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:04,250-Speed 3342.81 samples/sec Loss 0.8804 LearningRate 0.0099 Epoch: 13 Global Step: 228880 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:07,327-Speed 3328.10 samples/sec Loss 0.8675 LearningRate 0.0099 Epoch: 13 Global Step: 228890 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:10,397-Speed 3336.25 samples/sec Loss 0.8138 LearningRate 0.0099 Epoch: 13 Global Step: 228900 Fp16 Grad Scale: 262144 Required: 11 hours Training: 2022-04-11 23:28:13,539-Speed 3260.48 samples/sec Loss 0.8552 LearningRate 0.0099 Epoch: 13 Global Step: 228910 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:16,636-Speed 3306.26 samples/sec Loss 0.8677 LearningRate 0.0099 Epoch: 13 Global Step: 228920 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:19,711-Speed 3331.29 samples/sec Loss 0.8324 LearningRate 0.0099 Epoch: 13 Global Step: 228930 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:22,826-Speed 3288.84 samples/sec Loss 0.8663 LearningRate 0.0099 Epoch: 13 Global Step: 228940 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:25,917-Speed 3313.02 samples/sec Loss 0.8908 LearningRate 0.0099 Epoch: 13 Global Step: 228950 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:29,003-Speed 3318.88 samples/sec Loss 0.8696 LearningRate 0.0099 Epoch: 13 Global Step: 228960 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:32,078-Speed 3331.41 samples/sec Loss 0.8478 LearningRate 0.0099 Epoch: 13 Global Step: 228970 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:35,148-Speed 3335.61 samples/sec Loss 0.8512 LearningRate 0.0099 Epoch: 13 Global Step: 228980 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:38,231-Speed 3322.21 samples/sec Loss 0.8918 LearningRate 0.0099 Epoch: 13 Global Step: 228990 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:41,301-Speed 3336.85 samples/sec Loss 0.8532 LearningRate 0.0099 Epoch: 13 Global Step: 229000 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:44,434-Speed 3268.32 samples/sec Loss 0.8284 LearningRate 0.0099 Epoch: 13 Global Step: 229010 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:28:47,532-Speed 3307.33 samples/sec Loss 0.8719 LearningRate 0.0099 Epoch: 13 Global Step: 229020 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:28:50,593-Speed 3346.05 samples/sec Loss 0.8794 LearningRate 0.0099 Epoch: 13 Global Step: 229030 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:28:53,661-Speed 3338.24 samples/sec Loss 0.8562 LearningRate 0.0099 Epoch: 13 Global Step: 229040 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:28:56,742-Speed 3324.43 samples/sec Loss 0.8448 LearningRate 0.0099 Epoch: 13 Global Step: 229050 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:28:59,817-Speed 3330.23 samples/sec Loss 0.8966 LearningRate 0.0098 Epoch: 13 Global Step: 229060 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:02,898-Speed 3324.11 samples/sec Loss 0.9003 LearningRate 0.0098 Epoch: 13 Global Step: 229070 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:05,971-Speed 3332.84 samples/sec Loss 0.8839 LearningRate 0.0098 Epoch: 13 Global Step: 229080 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:09,056-Speed 3320.47 samples/sec Loss 0.8733 LearningRate 0.0098 Epoch: 13 Global Step: 229090 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:12,138-Speed 3324.13 samples/sec Loss 0.8649 LearningRate 0.0098 Epoch: 13 Global Step: 229100 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:15,264-Speed 3276.25 samples/sec Loss 0.8981 LearningRate 0.0098 Epoch: 13 Global Step: 229110 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:18,346-Speed 3323.16 samples/sec Loss 0.8911 LearningRate 0.0098 Epoch: 13 Global Step: 229120 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:21,422-Speed 3329.74 samples/sec Loss 0.8849 LearningRate 0.0098 Epoch: 13 Global Step: 229130 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:24,552-Speed 3271.79 samples/sec Loss 0.8579 LearningRate 0.0098 Epoch: 13 Global Step: 229140 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:27,763-Speed 3190.10 samples/sec Loss 0.8499 LearningRate 0.0098 Epoch: 13 Global Step: 229150 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:30,845-Speed 3323.14 samples/sec Loss 0.8809 LearningRate 0.0098 Epoch: 13 Global Step: 229160 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:34,014-Speed 3231.87 samples/sec Loss 0.8977 LearningRate 0.0098 Epoch: 13 Global Step: 229170 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:37,217-Speed 3197.45 samples/sec Loss 0.8511 LearningRate 0.0098 Epoch: 13 Global Step: 229180 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:40,287-Speed 3337.12 samples/sec Loss 0.8965 LearningRate 0.0098 Epoch: 13 Global Step: 229190 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:43,510-Speed 3177.83 samples/sec Loss 0.8677 LearningRate 0.0098 Epoch: 13 Global Step: 229200 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:46,581-Speed 3335.10 samples/sec Loss 0.8830 LearningRate 0.0098 Epoch: 13 Global Step: 229210 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:29:49,625-Speed 3365.16 samples/sec Loss 0.8597 LearningRate 0.0098 Epoch: 13 Global Step: 229220 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:52,741-Speed 3286.54 samples/sec Loss 0.8616 LearningRate 0.0098 Epoch: 13 Global Step: 229230 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:55,938-Speed 3203.56 samples/sec Loss 0.8192 LearningRate 0.0098 Epoch: 13 Global Step: 229240 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:29:59,055-Speed 3285.53 samples/sec Loss 0.8640 LearningRate 0.0098 Epoch: 13 Global Step: 229250 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:02,132-Speed 3329.53 samples/sec Loss 0.8711 LearningRate 0.0098 Epoch: 13 Global Step: 229260 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:05,227-Speed 3309.61 samples/sec Loss 0.8389 LearningRate 0.0098 Epoch: 13 Global Step: 229270 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:08,305-Speed 3327.49 samples/sec Loss 0.8918 LearningRate 0.0098 Epoch: 13 Global Step: 229280 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:11,402-Speed 3307.34 samples/sec Loss 0.8629 LearningRate 0.0098 Epoch: 13 Global Step: 229290 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:14,632-Speed 3171.19 samples/sec Loss 0.8542 LearningRate 0.0098 Epoch: 13 Global Step: 229300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:17,778-Speed 3255.24 samples/sec Loss 0.8642 LearningRate 0.0098 Epoch: 13 Global Step: 229310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:20,853-Speed 3330.83 samples/sec Loss 0.8780 LearningRate 0.0098 Epoch: 13 Global Step: 229320 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:30:23,923-Speed 3335.93 samples/sec Loss 0.8491 LearningRate 0.0098 Epoch: 13 Global Step: 229330 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:30:26,985-Speed 3345.35 samples/sec Loss 0.8828 LearningRate 0.0098 Epoch: 13 Global Step: 229340 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:30,063-Speed 3327.13 samples/sec Loss 0.9372 LearningRate 0.0098 Epoch: 13 Global Step: 229350 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:33,170-Speed 3296.22 samples/sec Loss 0.8886 LearningRate 0.0098 Epoch: 13 Global Step: 229360 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:36,247-Speed 3329.60 samples/sec Loss 0.8438 LearningRate 0.0098 Epoch: 13 Global Step: 229370 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:39,327-Speed 3324.88 samples/sec Loss 0.8740 LearningRate 0.0098 Epoch: 13 Global Step: 229380 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:42,417-Speed 3314.79 samples/sec Loss 0.8943 LearningRate 0.0098 Epoch: 13 Global Step: 229390 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:45,488-Speed 3335.64 samples/sec Loss 0.8939 LearningRate 0.0098 Epoch: 13 Global Step: 229400 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:48,592-Speed 3299.54 samples/sec Loss 0.8657 LearningRate 0.0098 Epoch: 13 Global Step: 229410 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:51,670-Speed 3326.78 samples/sec Loss 0.8345 LearningRate 0.0098 Epoch: 13 Global Step: 229420 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:54,814-Speed 3259.12 samples/sec Loss 0.8729 LearningRate 0.0098 Epoch: 13 Global Step: 229430 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:30:57,899-Speed 3319.85 samples/sec Loss 0.8686 LearningRate 0.0098 Epoch: 13 Global Step: 229440 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:31:01,050-Speed 3250.37 samples/sec Loss 0.8568 LearningRate 0.0098 Epoch: 13 Global Step: 229450 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:04,175-Speed 3278.15 samples/sec Loss 0.8645 LearningRate 0.0098 Epoch: 13 Global Step: 229460 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:07,310-Speed 3266.98 samples/sec Loss 0.8754 LearningRate 0.0098 Epoch: 13 Global Step: 229470 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:10,377-Speed 3339.30 samples/sec Loss 0.8632 LearningRate 0.0098 Epoch: 13 Global Step: 229480 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:13,474-Speed 3306.94 samples/sec Loss 0.8645 LearningRate 0.0098 Epoch: 13 Global Step: 229490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:16,588-Speed 3288.86 samples/sec Loss 0.8926 LearningRate 0.0098 Epoch: 13 Global Step: 229500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:19,687-Speed 3305.10 samples/sec Loss 0.9452 LearningRate 0.0098 Epoch: 13 Global Step: 229510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:22,868-Speed 3220.26 samples/sec Loss 0.8637 LearningRate 0.0098 Epoch: 13 Global Step: 229520 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:25,939-Speed 3335.44 samples/sec Loss 0.9076 LearningRate 0.0098 Epoch: 13 Global Step: 229530 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:29,021-Speed 3323.10 samples/sec Loss 0.8741 LearningRate 0.0098 Epoch: 13 Global Step: 229540 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:32,099-Speed 3327.11 samples/sec Loss 0.9002 LearningRate 0.0098 Epoch: 13 Global Step: 229550 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:35,189-Speed 3315.12 samples/sec Loss 0.8476 LearningRate 0.0098 Epoch: 13 Global Step: 229560 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:38,271-Speed 3322.74 samples/sec Loss 0.8843 LearningRate 0.0098 Epoch: 13 Global Step: 229570 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:41,338-Speed 3339.55 samples/sec Loss 0.8865 LearningRate 0.0098 Epoch: 13 Global Step: 229580 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:44,408-Speed 3336.28 samples/sec Loss 0.8689 LearningRate 0.0097 Epoch: 13 Global Step: 229590 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:47,488-Speed 3325.05 samples/sec Loss 0.8829 LearningRate 0.0097 Epoch: 13 Global Step: 229600 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:50,589-Speed 3303.04 samples/sec Loss 0.8731 LearningRate 0.0097 Epoch: 13 Global Step: 229610 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:53,669-Speed 3325.40 samples/sec Loss 0.8699 LearningRate 0.0097 Epoch: 13 Global Step: 229620 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:56,754-Speed 3320.57 samples/sec Loss 0.8565 LearningRate 0.0097 Epoch: 13 Global Step: 229630 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:31:59,869-Speed 3287.79 samples/sec Loss 0.8446 LearningRate 0.0097 Epoch: 13 Global Step: 229640 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:02,970-Speed 3302.35 samples/sec Loss 0.8750 LearningRate 0.0097 Epoch: 13 Global Step: 229650 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:06,038-Speed 3339.06 samples/sec Loss 0.8543 LearningRate 0.0097 Epoch: 13 Global Step: 229660 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:09,120-Speed 3323.02 samples/sec Loss 0.8921 LearningRate 0.0097 Epoch: 13 Global Step: 229670 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:12,190-Speed 3336.16 samples/sec Loss 0.8798 LearningRate 0.0097 Epoch: 13 Global Step: 229680 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:15,252-Speed 3344.74 samples/sec Loss 0.9116 LearningRate 0.0097 Epoch: 13 Global Step: 229690 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:18,334-Speed 3323.73 samples/sec Loss 0.8516 LearningRate 0.0097 Epoch: 13 Global Step: 229700 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:21,400-Speed 3340.48 samples/sec Loss 0.8558 LearningRate 0.0097 Epoch: 13 Global Step: 229710 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:24,485-Speed 3320.94 samples/sec Loss 0.8910 LearningRate 0.0097 Epoch: 13 Global Step: 229720 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:27,580-Speed 3309.07 samples/sec Loss 0.9236 LearningRate 0.0097 Epoch: 13 Global Step: 229730 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:30,691-Speed 3292.10 samples/sec Loss 0.9238 LearningRate 0.0097 Epoch: 13 Global Step: 229740 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:33,883-Speed 3208.83 samples/sec Loss 0.8409 LearningRate 0.0097 Epoch: 13 Global Step: 229750 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:36,962-Speed 3325.80 samples/sec Loss 0.8780 LearningRate 0.0097 Epoch: 13 Global Step: 229760 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:40,041-Speed 3326.53 samples/sec Loss 0.8856 LearningRate 0.0097 Epoch: 13 Global Step: 229770 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:32:43,106-Speed 3341.99 samples/sec Loss 0.8737 LearningRate 0.0097 Epoch: 13 Global Step: 229780 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:46,188-Speed 3323.39 samples/sec Loss 0.8956 LearningRate 0.0097 Epoch: 13 Global Step: 229790 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:49,320-Speed 3270.05 samples/sec Loss 0.8740 LearningRate 0.0097 Epoch: 13 Global Step: 229800 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:52,471-Speed 3251.14 samples/sec Loss 0.8709 LearningRate 0.0097 Epoch: 13 Global Step: 229810 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:55,544-Speed 3332.88 samples/sec Loss 0.8400 LearningRate 0.0097 Epoch: 13 Global Step: 229820 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:32:58,617-Speed 3332.70 samples/sec Loss 0.8564 LearningRate 0.0097 Epoch: 13 Global Step: 229830 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:33:01,685-Speed 3338.19 samples/sec Loss 0.8249 LearningRate 0.0097 Epoch: 13 Global Step: 229840 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:33:04,762-Speed 3328.42 samples/sec Loss 0.8542 LearningRate 0.0097 Epoch: 13 Global Step: 229850 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:33:07,837-Speed 3331.27 samples/sec Loss 0.8548 LearningRate 0.0097 Epoch: 13 Global Step: 229860 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:33:10,915-Speed 3327.39 samples/sec Loss 0.8713 LearningRate 0.0097 Epoch: 13 Global Step: 229870 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:33:14,001-Speed 3319.72 samples/sec Loss 0.8808 LearningRate 0.0097 Epoch: 13 Global Step: 229880 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:33:17,059-Speed 3349.10 samples/sec Loss 0.8609 LearningRate 0.0097 Epoch: 13 Global Step: 229890 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:20,138-Speed 3325.99 samples/sec Loss 0.8594 LearningRate 0.0097 Epoch: 13 Global Step: 229900 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:23,210-Speed 3334.33 samples/sec Loss 0.8614 LearningRate 0.0097 Epoch: 13 Global Step: 229910 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:26,282-Speed 3334.51 samples/sec Loss 0.8807 LearningRate 0.0097 Epoch: 13 Global Step: 229920 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:29,367-Speed 3319.89 samples/sec Loss 0.8752 LearningRate 0.0097 Epoch: 13 Global Step: 229930 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:32,471-Speed 3299.45 samples/sec Loss 0.8871 LearningRate 0.0097 Epoch: 13 Global Step: 229940 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:35,538-Speed 3339.19 samples/sec Loss 0.8513 LearningRate 0.0097 Epoch: 13 Global Step: 229950 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:38,627-Speed 3315.47 samples/sec Loss 0.8686 LearningRate 0.0097 Epoch: 13 Global Step: 229960 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:41,712-Speed 3321.32 samples/sec Loss 0.8534 LearningRate 0.0097 Epoch: 13 Global Step: 229970 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:44,921-Speed 3191.42 samples/sec Loss 0.8699 LearningRate 0.0097 Epoch: 13 Global Step: 229980 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:48,037-Speed 3286.65 samples/sec Loss 0.8695 LearningRate 0.0097 Epoch: 13 Global Step: 229990 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:33:51,197-Speed 3241.02 samples/sec Loss 0.8706 LearningRate 0.0097 Epoch: 13 Global Step: 230000 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:34:35,070-[lfw][230000]XNorm: 22.659072 Training: 2022-04-11 23:34:35,070-[lfw][230000]Accuracy-Flip: 0.99750+-0.00261 Training: 2022-04-11 23:34:35,071-[lfw][230000]Accuracy-Highest: 0.99817 Training: 2022-04-11 23:35:26,039-[cfp_fp][230000]XNorm: 22.934451 Training: 2022-04-11 23:35:26,039-[cfp_fp][230000]Accuracy-Flip: 0.99057+-0.00430 Training: 2022-04-11 23:35:26,040-[cfp_fp][230000]Accuracy-Highest: 0.99129 Training: 2022-04-11 23:36:09,941-[agedb_30][230000]XNorm: 23.436146 Training: 2022-04-11 23:36:09,942-[agedb_30][230000]Accuracy-Flip: 0.98533+-0.00674 Training: 2022-04-11 23:36:09,942-[agedb_30][230000]Accuracy-Highest: 0.98567 Training: 2022-04-11 23:36:13,085-Speed 72.17 samples/sec Loss 0.8507 LearningRate 0.0097 Epoch: 13 Global Step: 230010 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:16,277-Speed 3208.34 samples/sec Loss 0.8498 LearningRate 0.0097 Epoch: 13 Global Step: 230020 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:19,337-Speed 3347.59 samples/sec Loss 0.8580 LearningRate 0.0097 Epoch: 13 Global Step: 230030 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:22,439-Speed 3300.96 samples/sec Loss 0.8504 LearningRate 0.0097 Epoch: 13 Global Step: 230040 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:25,536-Speed 3307.07 samples/sec Loss 0.8518 LearningRate 0.0097 Epoch: 13 Global Step: 230050 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:28,658-Speed 3281.06 samples/sec Loss 0.8860 LearningRate 0.0097 Epoch: 13 Global Step: 230060 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:31,743-Speed 3319.66 samples/sec Loss 0.8163 LearningRate 0.0097 Epoch: 13 Global Step: 230070 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:34,825-Speed 3324.12 samples/sec Loss 0.8595 LearningRate 0.0097 Epoch: 13 Global Step: 230080 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:37,978-Speed 3248.57 samples/sec Loss 0.9038 LearningRate 0.0097 Epoch: 13 Global Step: 230090 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:36:41,183-Speed 3195.64 samples/sec Loss 0.8318 LearningRate 0.0097 Epoch: 13 Global Step: 230100 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:36:44,297-Speed 3289.02 samples/sec Loss 0.8299 LearningRate 0.0097 Epoch: 13 Global Step: 230110 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:36:47,364-Speed 3338.84 samples/sec Loss 0.8613 LearningRate 0.0097 Epoch: 13 Global Step: 230120 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:36:50,431-Speed 3339.36 samples/sec Loss 0.8439 LearningRate 0.0096 Epoch: 13 Global Step: 230130 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:36:53,509-Speed 3327.93 samples/sec Loss 0.8940 LearningRate 0.0096 Epoch: 13 Global Step: 230140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:56,584-Speed 3331.11 samples/sec Loss 0.8522 LearningRate 0.0096 Epoch: 13 Global Step: 230150 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:36:59,683-Speed 3304.54 samples/sec Loss 0.8983 LearningRate 0.0096 Epoch: 13 Global Step: 230160 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:02,822-Speed 3263.57 samples/sec Loss 0.9116 LearningRate 0.0096 Epoch: 13 Global Step: 230170 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:05,919-Speed 3306.98 samples/sec Loss 0.8952 LearningRate 0.0096 Epoch: 13 Global Step: 230180 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:09,002-Speed 3321.43 samples/sec Loss 0.8891 LearningRate 0.0096 Epoch: 13 Global Step: 230190 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:12,098-Speed 3308.17 samples/sec Loss 0.8538 LearningRate 0.0096 Epoch: 13 Global Step: 230200 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:15,167-Speed 3337.63 samples/sec Loss 0.8563 LearningRate 0.0096 Epoch: 13 Global Step: 230210 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:18,243-Speed 3329.99 samples/sec Loss 0.8748 LearningRate 0.0096 Epoch: 13 Global Step: 230220 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:21,318-Speed 3330.36 samples/sec Loss 0.8514 LearningRate 0.0096 Epoch: 13 Global Step: 230230 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:24,391-Speed 3333.68 samples/sec Loss 0.9117 LearningRate 0.0096 Epoch: 13 Global Step: 230240 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:37:27,486-Speed 3309.59 samples/sec Loss 0.8996 LearningRate 0.0096 Epoch: 13 Global Step: 230250 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:37:30,620-Speed 3268.49 samples/sec Loss 0.9086 LearningRate 0.0096 Epoch: 13 Global Step: 230260 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:37:33,684-Speed 3342.11 samples/sec Loss 0.8545 LearningRate 0.0096 Epoch: 13 Global Step: 230270 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:37:36,772-Speed 3317.46 samples/sec Loss 0.9155 LearningRate 0.0096 Epoch: 13 Global Step: 230280 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:37:39,839-Speed 3338.76 samples/sec Loss 0.8489 LearningRate 0.0096 Epoch: 13 Global Step: 230290 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:42,962-Speed 3279.48 samples/sec Loss 0.8758 LearningRate 0.0096 Epoch: 13 Global Step: 230300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:46,153-Speed 3209.67 samples/sec Loss 0.8380 LearningRate 0.0096 Epoch: 13 Global Step: 230310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:49,242-Speed 3316.45 samples/sec Loss 0.8382 LearningRate 0.0096 Epoch: 13 Global Step: 230320 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:52,355-Speed 3289.95 samples/sec Loss 0.9073 LearningRate 0.0096 Epoch: 13 Global Step: 230330 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:55,424-Speed 3337.11 samples/sec Loss 0.8926 LearningRate 0.0096 Epoch: 13 Global Step: 230340 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:37:58,539-Speed 3289.17 samples/sec Loss 0.8739 LearningRate 0.0096 Epoch: 13 Global Step: 230350 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:01,604-Speed 3340.88 samples/sec Loss 0.8548 LearningRate 0.0096 Epoch: 13 Global Step: 230360 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:04,701-Speed 3306.96 samples/sec Loss 0.8606 LearningRate 0.0096 Epoch: 13 Global Step: 230370 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:07,851-Speed 3251.60 samples/sec Loss 0.8849 LearningRate 0.0096 Epoch: 13 Global Step: 230380 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:11,096-Speed 3156.42 samples/sec Loss 0.8877 LearningRate 0.0096 Epoch: 13 Global Step: 230390 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:38:14,332-Speed 3165.28 samples/sec Loss 0.8741 LearningRate 0.0096 Epoch: 13 Global Step: 230400 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:38:17,540-Speed 3192.90 samples/sec Loss 0.8600 LearningRate 0.0096 Epoch: 13 Global Step: 230410 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:38:20,670-Speed 3271.87 samples/sec Loss 0.8400 LearningRate 0.0096 Epoch: 13 Global Step: 230420 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:38:23,738-Speed 3339.53 samples/sec Loss 0.8423 LearningRate 0.0096 Epoch: 13 Global Step: 230430 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:38:26,797-Speed 3348.10 samples/sec Loss 0.8817 LearningRate 0.0096 Epoch: 13 Global Step: 230440 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:29,884-Speed 3317.88 samples/sec Loss 0.9290 LearningRate 0.0096 Epoch: 13 Global Step: 230450 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:33,060-Speed 3224.44 samples/sec Loss 0.8696 LearningRate 0.0096 Epoch: 13 Global Step: 230460 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:36,250-Speed 3210.75 samples/sec Loss 0.8972 LearningRate 0.0096 Epoch: 13 Global Step: 230470 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:39,445-Speed 3205.59 samples/sec Loss 0.9008 LearningRate 0.0096 Epoch: 13 Global Step: 230480 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:42,692-Speed 3153.91 samples/sec Loss 0.8751 LearningRate 0.0096 Epoch: 13 Global Step: 230490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:45,791-Speed 3305.86 samples/sec Loss 0.8501 LearningRate 0.0096 Epoch: 13 Global Step: 230500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:48,934-Speed 3258.52 samples/sec Loss 0.8939 LearningRate 0.0096 Epoch: 13 Global Step: 230510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:52,019-Speed 3320.24 samples/sec Loss 0.9150 LearningRate 0.0096 Epoch: 13 Global Step: 230520 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:55,088-Speed 3337.86 samples/sec Loss 0.8917 LearningRate 0.0096 Epoch: 13 Global Step: 230530 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:38:58,162-Speed 3331.63 samples/sec Loss 0.8522 LearningRate 0.0096 Epoch: 13 Global Step: 230540 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:01,250-Speed 3317.12 samples/sec Loss 0.8587 LearningRate 0.0096 Epoch: 13 Global Step: 230550 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:04,351-Speed 3301.95 samples/sec Loss 0.8804 LearningRate 0.0096 Epoch: 13 Global Step: 230560 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:07,422-Speed 3335.61 samples/sec Loss 0.8847 LearningRate 0.0096 Epoch: 13 Global Step: 230570 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:10,506-Speed 3321.52 samples/sec Loss 0.9154 LearningRate 0.0096 Epoch: 13 Global Step: 230580 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:13,598-Speed 3312.12 samples/sec Loss 0.9166 LearningRate 0.0096 Epoch: 13 Global Step: 230590 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:16,686-Speed 3316.96 samples/sec Loss 0.8934 LearningRate 0.0096 Epoch: 13 Global Step: 230600 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:19,792-Speed 3297.61 samples/sec Loss 0.8874 LearningRate 0.0096 Epoch: 13 Global Step: 230610 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:22,858-Speed 3340.94 samples/sec Loss 0.8391 LearningRate 0.0096 Epoch: 13 Global Step: 230620 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:25,930-Speed 3334.79 samples/sec Loss 0.8839 LearningRate 0.0096 Epoch: 13 Global Step: 230630 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:39:28,999-Speed 3337.05 samples/sec Loss 0.8900 LearningRate 0.0096 Epoch: 13 Global Step: 230640 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:32,207-Speed 3192.43 samples/sec Loss 0.8633 LearningRate 0.0096 Epoch: 13 Global Step: 230650 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:35,377-Speed 3231.10 samples/sec Loss 0.8691 LearningRate 0.0095 Epoch: 13 Global Step: 230660 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:38,496-Speed 3284.36 samples/sec Loss 0.9026 LearningRate 0.0095 Epoch: 13 Global Step: 230670 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:41,570-Speed 3331.88 samples/sec Loss 0.8877 LearningRate 0.0095 Epoch: 13 Global Step: 230680 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:44,725-Speed 3246.12 samples/sec Loss 0.8963 LearningRate 0.0095 Epoch: 13 Global Step: 230690 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:47,789-Speed 3343.09 samples/sec Loss 0.8709 LearningRate 0.0095 Epoch: 13 Global Step: 230700 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:50,924-Speed 3267.44 samples/sec Loss 0.8833 LearningRate 0.0095 Epoch: 13 Global Step: 230710 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:54,009-Speed 3319.41 samples/sec Loss 0.8870 LearningRate 0.0095 Epoch: 13 Global Step: 230720 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:39:57,095-Speed 3319.55 samples/sec Loss 0.8468 LearningRate 0.0095 Epoch: 13 Global Step: 230730 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:00,164-Speed 3336.83 samples/sec Loss 0.8665 LearningRate 0.0095 Epoch: 13 Global Step: 230740 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:03,227-Speed 3343.58 samples/sec Loss 0.8789 LearningRate 0.0095 Epoch: 13 Global Step: 230750 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:06,298-Speed 3335.83 samples/sec Loss 0.8802 LearningRate 0.0095 Epoch: 13 Global Step: 230760 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:09,389-Speed 3313.55 samples/sec Loss 0.8851 LearningRate 0.0095 Epoch: 13 Global Step: 230770 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:12,479-Speed 3314.14 samples/sec Loss 0.8937 LearningRate 0.0095 Epoch: 13 Global Step: 230780 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:15,573-Speed 3310.42 samples/sec Loss 0.9129 LearningRate 0.0095 Epoch: 13 Global Step: 230790 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:18,651-Speed 3328.37 samples/sec Loss 0.8804 LearningRate 0.0095 Epoch: 13 Global Step: 230800 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:21,726-Speed 3330.08 samples/sec Loss 0.8951 LearningRate 0.0095 Epoch: 13 Global Step: 230810 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:24,833-Speed 3296.91 samples/sec Loss 0.8768 LearningRate 0.0095 Epoch: 13 Global Step: 230820 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:28,000-Speed 3234.41 samples/sec Loss 0.8967 LearningRate 0.0095 Epoch: 13 Global Step: 230830 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:31,073-Speed 3332.63 samples/sec Loss 0.8915 LearningRate 0.0095 Epoch: 13 Global Step: 230840 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:40:34,141-Speed 3338.34 samples/sec Loss 0.8562 LearningRate 0.0095 Epoch: 13 Global Step: 230850 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:37,210-Speed 3336.93 samples/sec Loss 0.8688 LearningRate 0.0095 Epoch: 13 Global Step: 230860 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:40,327-Speed 3286.31 samples/sec Loss 0.9021 LearningRate 0.0095 Epoch: 13 Global Step: 230870 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:43,438-Speed 3292.11 samples/sec Loss 0.9129 LearningRate 0.0095 Epoch: 13 Global Step: 230880 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:46,550-Speed 3291.15 samples/sec Loss 0.8680 LearningRate 0.0095 Epoch: 13 Global Step: 230890 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:49,633-Speed 3322.51 samples/sec Loss 0.8703 LearningRate 0.0095 Epoch: 13 Global Step: 230900 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:52,716-Speed 3322.20 samples/sec Loss 0.9106 LearningRate 0.0095 Epoch: 13 Global Step: 230910 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:55,801-Speed 3320.52 samples/sec Loss 0.8784 LearningRate 0.0095 Epoch: 13 Global Step: 230920 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:40:58,889-Speed 3316.20 samples/sec Loss 0.9043 LearningRate 0.0095 Epoch: 13 Global Step: 230930 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:01,957-Speed 3338.61 samples/sec Loss 0.8900 LearningRate 0.0095 Epoch: 13 Global Step: 230940 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:05,017-Speed 3347.74 samples/sec Loss 0.8525 LearningRate 0.0095 Epoch: 13 Global Step: 230950 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:08,105-Speed 3316.39 samples/sec Loss 0.9089 LearningRate 0.0095 Epoch: 13 Global Step: 230960 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:11,195-Speed 3314.92 samples/sec Loss 0.8663 LearningRate 0.0095 Epoch: 13 Global Step: 230970 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:14,282-Speed 3317.67 samples/sec Loss 0.8863 LearningRate 0.0095 Epoch: 13 Global Step: 230980 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:17,356-Speed 3331.63 samples/sec Loss 0.8657 LearningRate 0.0095 Epoch: 13 Global Step: 230990 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:20,437-Speed 3324.43 samples/sec Loss 0.8767 LearningRate 0.0095 Epoch: 13 Global Step: 231000 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:23,527-Speed 3315.11 samples/sec Loss 0.8818 LearningRate 0.0095 Epoch: 13 Global Step: 231010 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:26,600-Speed 3332.33 samples/sec Loss 0.9204 LearningRate 0.0095 Epoch: 13 Global Step: 231020 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:29,698-Speed 3306.74 samples/sec Loss 0.8771 LearningRate 0.0095 Epoch: 13 Global Step: 231030 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:32,838-Speed 3262.68 samples/sec Loss 0.8845 LearningRate 0.0095 Epoch: 13 Global Step: 231040 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:36,023-Speed 3215.54 samples/sec Loss 0.8430 LearningRate 0.0095 Epoch: 13 Global Step: 231050 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:39,215-Speed 3208.79 samples/sec Loss 0.8872 LearningRate 0.0095 Epoch: 13 Global Step: 231060 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:42,324-Speed 3294.67 samples/sec Loss 0.8717 LearningRate 0.0095 Epoch: 13 Global Step: 231070 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:45,442-Speed 3284.86 samples/sec Loss 0.8682 LearningRate 0.0095 Epoch: 13 Global Step: 231080 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:48,629-Speed 3212.81 samples/sec Loss 0.8762 LearningRate 0.0095 Epoch: 13 Global Step: 231090 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:51,761-Speed 3270.45 samples/sec Loss 0.8512 LearningRate 0.0095 Epoch: 13 Global Step: 231100 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:41:54,833-Speed 3334.20 samples/sec Loss 0.8896 LearningRate 0.0095 Epoch: 13 Global Step: 231110 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:41:57,948-Speed 3288.99 samples/sec Loss 0.9308 LearningRate 0.0095 Epoch: 13 Global Step: 231120 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:01,065-Speed 3286.11 samples/sec Loss 0.8817 LearningRate 0.0095 Epoch: 13 Global Step: 231130 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:04,200-Speed 3266.73 samples/sec Loss 0.8600 LearningRate 0.0095 Epoch: 13 Global Step: 231140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:07,296-Speed 3307.67 samples/sec Loss 0.8929 LearningRate 0.0095 Epoch: 13 Global Step: 231150 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:10,415-Speed 3283.96 samples/sec Loss 0.8597 LearningRate 0.0095 Epoch: 13 Global Step: 231160 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:13,513-Speed 3306.85 samples/sec Loss 0.8890 LearningRate 0.0095 Epoch: 13 Global Step: 231170 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:16,604-Speed 3313.25 samples/sec Loss 0.8696 LearningRate 0.0095 Epoch: 13 Global Step: 231180 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:19,694-Speed 3314.10 samples/sec Loss 0.8547 LearningRate 0.0095 Epoch: 13 Global Step: 231190 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:22,767-Speed 3334.14 samples/sec Loss 0.8521 LearningRate 0.0095 Epoch: 13 Global Step: 231200 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:25,838-Speed 3334.83 samples/sec Loss 0.8571 LearningRate 0.0094 Epoch: 13 Global Step: 231210 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:42:28,913-Speed 3331.32 samples/sec Loss 0.8151 LearningRate 0.0094 Epoch: 13 Global Step: 231220 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:42:31,977-Speed 3342.91 samples/sec Loss 0.8706 LearningRate 0.0094 Epoch: 13 Global Step: 231230 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:35,050-Speed 3331.89 samples/sec Loss 0.8746 LearningRate 0.0094 Epoch: 13 Global Step: 231240 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:38,152-Speed 3301.98 samples/sec Loss 0.9013 LearningRate 0.0094 Epoch: 13 Global Step: 231250 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:41,363-Speed 3190.52 samples/sec Loss 0.8818 LearningRate 0.0094 Epoch: 13 Global Step: 231260 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:44,511-Speed 3253.52 samples/sec Loss 0.8608 LearningRate 0.0094 Epoch: 13 Global Step: 231270 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:47,599-Speed 3315.93 samples/sec Loss 0.9318 LearningRate 0.0094 Epoch: 13 Global Step: 231280 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:50,675-Speed 3330.76 samples/sec Loss 0.8861 LearningRate 0.0094 Epoch: 13 Global Step: 231290 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:53,787-Speed 3291.51 samples/sec Loss 0.9204 LearningRate 0.0094 Epoch: 13 Global Step: 231300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:42:56,964-Speed 3223.05 samples/sec Loss 0.8602 LearningRate 0.0094 Epoch: 13 Global Step: 231310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:00,096-Speed 3270.33 samples/sec Loss 0.8658 LearningRate 0.0094 Epoch: 13 Global Step: 231320 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:03,163-Speed 3339.33 samples/sec Loss 0.8319 LearningRate 0.0094 Epoch: 13 Global Step: 231330 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:06,218-Speed 3352.66 samples/sec Loss 0.8430 LearningRate 0.0094 Epoch: 13 Global Step: 231340 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:09,322-Speed 3300.00 samples/sec Loss 0.8445 LearningRate 0.0094 Epoch: 13 Global Step: 231350 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:12,513-Speed 3209.74 samples/sec Loss 0.8563 LearningRate 0.0094 Epoch: 13 Global Step: 231360 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:15,625-Speed 3291.00 samples/sec Loss 0.8490 LearningRate 0.0094 Epoch: 13 Global Step: 231370 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:18,709-Speed 3321.31 samples/sec Loss 0.8533 LearningRate 0.0094 Epoch: 13 Global Step: 231380 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:21,805-Speed 3309.08 samples/sec Loss 0.8642 LearningRate 0.0094 Epoch: 13 Global Step: 231390 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:24,884-Speed 3326.02 samples/sec Loss 0.8425 LearningRate 0.0094 Epoch: 13 Global Step: 231400 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:27,949-Speed 3341.65 samples/sec Loss 0.8860 LearningRate 0.0094 Epoch: 13 Global Step: 231410 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:31,028-Speed 3326.89 samples/sec Loss 0.8786 LearningRate 0.0094 Epoch: 13 Global Step: 231420 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:34,118-Speed 3314.13 samples/sec Loss 0.8651 LearningRate 0.0094 Epoch: 13 Global Step: 231430 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:43:37,250-Speed 3270.53 samples/sec Loss 0.8580 LearningRate 0.0094 Epoch: 13 Global Step: 231440 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:40,322-Speed 3334.39 samples/sec Loss 0.8438 LearningRate 0.0094 Epoch: 13 Global Step: 231450 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:43,500-Speed 3222.44 samples/sec Loss 0.9245 LearningRate 0.0094 Epoch: 13 Global Step: 231460 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:46,582-Speed 3323.26 samples/sec Loss 0.9200 LearningRate 0.0094 Epoch: 13 Global Step: 231470 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:49,669-Speed 3318.09 samples/sec Loss 0.8488 LearningRate 0.0094 Epoch: 13 Global Step: 231480 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:52,745-Speed 3330.32 samples/sec Loss 0.8806 LearningRate 0.0094 Epoch: 13 Global Step: 231490 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:55,815-Speed 3336.37 samples/sec Loss 0.8850 LearningRate 0.0094 Epoch: 13 Global Step: 231500 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:43:58,892-Speed 3328.13 samples/sec Loss 0.8541 LearningRate 0.0094 Epoch: 13 Global Step: 231510 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:44:01,965-Speed 3333.05 samples/sec Loss 0.8823 LearningRate 0.0094 Epoch: 13 Global Step: 231520 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:44:05,128-Speed 3238.44 samples/sec Loss 0.8854 LearningRate 0.0094 Epoch: 13 Global Step: 231530 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:08,261-Speed 3268.16 samples/sec Loss 0.8614 LearningRate 0.0094 Epoch: 13 Global Step: 231540 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:11,492-Speed 3170.98 samples/sec Loss 0.8565 LearningRate 0.0094 Epoch: 13 Global Step: 231550 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:14,619-Speed 3275.51 samples/sec Loss 0.8567 LearningRate 0.0094 Epoch: 13 Global Step: 231560 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:17,688-Speed 3336.85 samples/sec Loss 0.8821 LearningRate 0.0094 Epoch: 13 Global Step: 231570 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:20,772-Speed 3321.77 samples/sec Loss 0.8549 LearningRate 0.0094 Epoch: 13 Global Step: 231580 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:23,850-Speed 3327.57 samples/sec Loss 0.8718 LearningRate 0.0094 Epoch: 13 Global Step: 231590 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:26,923-Speed 3332.90 samples/sec Loss 0.8300 LearningRate 0.0094 Epoch: 13 Global Step: 231600 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:30,048-Speed 3277.88 samples/sec Loss 0.9284 LearningRate 0.0094 Epoch: 13 Global Step: 231610 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:33,115-Speed 3338.87 samples/sec Loss 0.8284 LearningRate 0.0094 Epoch: 13 Global Step: 231620 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:36,180-Speed 3342.23 samples/sec Loss 0.8746 LearningRate 0.0094 Epoch: 13 Global Step: 231630 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:44:39,254-Speed 3331.38 samples/sec Loss 0.8773 LearningRate 0.0094 Epoch: 13 Global Step: 231640 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:44:42,342-Speed 3317.44 samples/sec Loss 0.9108 LearningRate 0.0094 Epoch: 13 Global Step: 231650 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:44:45,398-Speed 3352.86 samples/sec Loss 0.8728 LearningRate 0.0094 Epoch: 13 Global Step: 231660 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:48,474-Speed 3329.92 samples/sec Loss 0.8685 LearningRate 0.0094 Epoch: 13 Global Step: 231670 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:51,572-Speed 3305.75 samples/sec Loss 0.8786 LearningRate 0.0094 Epoch: 13 Global Step: 231680 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:54,642-Speed 3335.68 samples/sec Loss 0.8752 LearningRate 0.0094 Epoch: 13 Global Step: 231690 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:44:57,707-Speed 3342.54 samples/sec Loss 0.8575 LearningRate 0.0094 Epoch: 13 Global Step: 231700 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:00,790-Speed 3321.95 samples/sec Loss 0.8523 LearningRate 0.0094 Epoch: 13 Global Step: 231710 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:03,860-Speed 3337.34 samples/sec Loss 0.8835 LearningRate 0.0094 Epoch: 13 Global Step: 231720 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:06,936-Speed 3329.16 samples/sec Loss 0.8874 LearningRate 0.0094 Epoch: 13 Global Step: 231730 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:09,989-Speed 3354.62 samples/sec Loss 0.8134 LearningRate 0.0094 Epoch: 13 Global Step: 231740 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:13,055-Speed 3340.53 samples/sec Loss 0.8865 LearningRate 0.0093 Epoch: 13 Global Step: 231750 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:16,132-Speed 3329.51 samples/sec Loss 0.8885 LearningRate 0.0093 Epoch: 13 Global Step: 231760 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:19,208-Speed 3329.27 samples/sec Loss 0.8601 LearningRate 0.0093 Epoch: 13 Global Step: 231770 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:22,310-Speed 3302.15 samples/sec Loss 0.8483 LearningRate 0.0093 Epoch: 13 Global Step: 231780 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:25,377-Speed 3338.72 samples/sec Loss 0.8729 LearningRate 0.0093 Epoch: 13 Global Step: 231790 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:28,455-Speed 3328.49 samples/sec Loss 0.8734 LearningRate 0.0093 Epoch: 13 Global Step: 231800 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:31,536-Speed 3323.92 samples/sec Loss 0.8622 LearningRate 0.0093 Epoch: 13 Global Step: 231810 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:34,636-Speed 3304.85 samples/sec Loss 0.9068 LearningRate 0.0093 Epoch: 13 Global Step: 231820 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:37,702-Speed 3339.93 samples/sec Loss 0.8709 LearningRate 0.0093 Epoch: 13 Global Step: 231830 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:45:40,768-Speed 3341.03 samples/sec Loss 0.8721 LearningRate 0.0093 Epoch: 13 Global Step: 231840 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:43,836-Speed 3337.87 samples/sec Loss 0.8322 LearningRate 0.0093 Epoch: 13 Global Step: 231850 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:46,904-Speed 3338.23 samples/sec Loss 0.8944 LearningRate 0.0093 Epoch: 13 Global Step: 231860 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:50,008-Speed 3299.57 samples/sec Loss 0.8380 LearningRate 0.0093 Epoch: 13 Global Step: 231870 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:53,096-Speed 3317.14 samples/sec Loss 0.9300 LearningRate 0.0093 Epoch: 13 Global Step: 231880 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:56,192-Speed 3308.81 samples/sec Loss 0.9046 LearningRate 0.0093 Epoch: 13 Global Step: 231890 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:45:59,259-Speed 3340.01 samples/sec Loss 0.8395 LearningRate 0.0093 Epoch: 13 Global Step: 231900 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:46:02,333-Speed 3331.27 samples/sec Loss 0.8937 LearningRate 0.0093 Epoch: 13 Global Step: 231910 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:46:05,406-Speed 3333.04 samples/sec Loss 0.8611 LearningRate 0.0093 Epoch: 13 Global Step: 231920 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:46:08,642-Speed 3165.85 samples/sec Loss 0.8582 LearningRate 0.0093 Epoch: 13 Global Step: 231930 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:46:11,718-Speed 3328.94 samples/sec Loss 0.8576 LearningRate 0.0093 Epoch: 13 Global Step: 231940 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:46:14,871-Speed 3248.92 samples/sec Loss 0.8978 LearningRate 0.0093 Epoch: 13 Global Step: 231950 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:46:18,112-Speed 3159.51 samples/sec Loss 0.8578 LearningRate 0.0093 Epoch: 13 Global Step: 231960 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:46:21,228-Speed 3288.00 samples/sec Loss 0.8400 LearningRate 0.0093 Epoch: 13 Global Step: 231970 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:46:24,360-Speed 3269.75 samples/sec Loss 0.8942 LearningRate 0.0093 Epoch: 13 Global Step: 231980 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:46:27,474-Speed 3289.74 samples/sec Loss 0.8970 LearningRate 0.0093 Epoch: 13 Global Step: 231990 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:46:30,613-Speed 3262.65 samples/sec Loss 0.9040 LearningRate 0.0093 Epoch: 13 Global Step: 232000 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:47:14,231-[lfw][232000]XNorm: 20.313571 Training: 2022-04-11 23:47:14,232-[lfw][232000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-11 23:47:14,232-[lfw][232000]Accuracy-Highest: 0.99817 Training: 2022-04-11 23:48:05,160-[cfp_fp][232000]XNorm: 20.729209 Training: 2022-04-11 23:48:05,161-[cfp_fp][232000]Accuracy-Flip: 0.98943+-0.00405 Training: 2022-04-11 23:48:05,161-[cfp_fp][232000]Accuracy-Highest: 0.99129 Training: 2022-04-11 23:48:49,019-[agedb_30][232000]XNorm: 21.398841 Training: 2022-04-11 23:48:49,019-[agedb_30][232000]Accuracy-Flip: 0.98533+-0.00686 Training: 2022-04-11 23:48:49,020-[agedb_30][232000]Accuracy-Highest: 0.98567 Training: 2022-04-11 23:48:52,082-Speed 72.38 samples/sec Loss 0.8366 LearningRate 0.0093 Epoch: 13 Global Step: 232010 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:48:55,141-Speed 3347.80 samples/sec Loss 0.8638 LearningRate 0.0093 Epoch: 13 Global Step: 232020 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:48:58,298-Speed 3244.21 samples/sec Loss 0.9113 LearningRate 0.0093 Epoch: 13 Global Step: 232030 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:01,447-Speed 3252.87 samples/sec Loss 0.8803 LearningRate 0.0093 Epoch: 13 Global Step: 232040 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:04,514-Speed 3338.78 samples/sec Loss 0.8667 LearningRate 0.0093 Epoch: 13 Global Step: 232050 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:07,626-Speed 3291.76 samples/sec Loss 0.8670 LearningRate 0.0093 Epoch: 13 Global Step: 232060 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:10,769-Speed 3258.45 samples/sec Loss 0.8657 LearningRate 0.0093 Epoch: 13 Global Step: 232070 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:13,935-Speed 3235.51 samples/sec Loss 0.8313 LearningRate 0.0093 Epoch: 13 Global Step: 232080 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:49:17,086-Speed 3250.31 samples/sec Loss 0.8387 LearningRate 0.0093 Epoch: 13 Global Step: 232090 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:49:20,172-Speed 3318.45 samples/sec Loss 0.8531 LearningRate 0.0093 Epoch: 13 Global Step: 232100 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:49:23,295-Speed 3280.05 samples/sec Loss 0.8857 LearningRate 0.0093 Epoch: 13 Global Step: 232110 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:49:26,362-Speed 3339.41 samples/sec Loss 0.8855 LearningRate 0.0093 Epoch: 13 Global Step: 232120 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:49:29,490-Speed 3274.07 samples/sec Loss 0.9164 LearningRate 0.0093 Epoch: 13 Global Step: 232130 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:32,669-Speed 3221.98 samples/sec Loss 0.8645 LearningRate 0.0093 Epoch: 13 Global Step: 232140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:35,881-Speed 3188.64 samples/sec Loss 0.8895 LearningRate 0.0093 Epoch: 13 Global Step: 232150 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:39,014-Speed 3269.13 samples/sec Loss 0.8650 LearningRate 0.0093 Epoch: 13 Global Step: 232160 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:42,113-Speed 3305.35 samples/sec Loss 0.8743 LearningRate 0.0093 Epoch: 13 Global Step: 232170 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:45,270-Speed 3244.81 samples/sec Loss 0.8797 LearningRate 0.0093 Epoch: 13 Global Step: 232180 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:48,349-Speed 3326.30 samples/sec Loss 0.9002 LearningRate 0.0093 Epoch: 13 Global Step: 232190 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:51,447-Speed 3306.47 samples/sec Loss 0.8619 LearningRate 0.0093 Epoch: 13 Global Step: 232200 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:54,511-Speed 3342.20 samples/sec Loss 0.8417 LearningRate 0.0093 Epoch: 13 Global Step: 232210 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:49:57,581-Speed 3337.05 samples/sec Loss 0.8503 LearningRate 0.0093 Epoch: 13 Global Step: 232220 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:00,653-Speed 3334.14 samples/sec Loss 0.8818 LearningRate 0.0093 Epoch: 13 Global Step: 232230 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:50:03,736-Speed 3321.69 samples/sec Loss 0.8802 LearningRate 0.0093 Epoch: 13 Global Step: 232240 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:50:06,805-Speed 3337.10 samples/sec Loss 0.8495 LearningRate 0.0093 Epoch: 13 Global Step: 232250 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:50:09,959-Speed 3247.09 samples/sec Loss 0.8822 LearningRate 0.0093 Epoch: 13 Global Step: 232260 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:50:13,111-Speed 3250.27 samples/sec Loss 0.8909 LearningRate 0.0093 Epoch: 13 Global Step: 232270 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:50:16,190-Speed 3326.26 samples/sec Loss 0.8528 LearningRate 0.0093 Epoch: 13 Global Step: 232280 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:19,267-Speed 3328.79 samples/sec Loss 0.9059 LearningRate 0.0093 Epoch: 13 Global Step: 232290 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:22,330-Speed 3343.63 samples/sec Loss 0.9016 LearningRate 0.0092 Epoch: 13 Global Step: 232300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:25,425-Speed 3309.16 samples/sec Loss 0.9156 LearningRate 0.0092 Epoch: 13 Global Step: 232310 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:28,508-Speed 3322.50 samples/sec Loss 0.8669 LearningRate 0.0092 Epoch: 13 Global Step: 232320 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:31,599-Speed 3313.27 samples/sec Loss 0.8506 LearningRate 0.0092 Epoch: 13 Global Step: 232330 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:34,667-Speed 3338.81 samples/sec Loss 0.8618 LearningRate 0.0092 Epoch: 13 Global Step: 232340 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:37,773-Speed 3297.52 samples/sec Loss 0.8477 LearningRate 0.0092 Epoch: 13 Global Step: 232350 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:40,861-Speed 3317.32 samples/sec Loss 0.8604 LearningRate 0.0092 Epoch: 13 Global Step: 232360 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:43,940-Speed 3326.04 samples/sec Loss 0.8316 LearningRate 0.0092 Epoch: 13 Global Step: 232370 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:47,013-Speed 3333.01 samples/sec Loss 0.8895 LearningRate 0.0092 Epoch: 13 Global Step: 232380 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:50:50,089-Speed 3330.16 samples/sec Loss 0.8750 LearningRate 0.0092 Epoch: 13 Global Step: 232390 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:50:53,163-Speed 3331.34 samples/sec Loss 0.8758 LearningRate 0.0092 Epoch: 13 Global Step: 232400 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:56,245-Speed 3323.89 samples/sec Loss 0.8856 LearningRate 0.0092 Epoch: 13 Global Step: 232410 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:50:59,328-Speed 3322.07 samples/sec Loss 0.9311 LearningRate 0.0092 Epoch: 13 Global Step: 232420 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:02,432-Speed 3299.43 samples/sec Loss 0.8725 LearningRate 0.0092 Epoch: 13 Global Step: 232430 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:05,505-Speed 3332.78 samples/sec Loss 0.8592 LearningRate 0.0092 Epoch: 13 Global Step: 232440 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:08,639-Speed 3268.56 samples/sec Loss 0.8701 LearningRate 0.0092 Epoch: 13 Global Step: 232450 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:11,752-Speed 3289.91 samples/sec Loss 0.8741 LearningRate 0.0092 Epoch: 13 Global Step: 232460 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:14,826-Speed 3332.21 samples/sec Loss 0.8749 LearningRate 0.0092 Epoch: 13 Global Step: 232470 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:17,914-Speed 3317.18 samples/sec Loss 0.9210 LearningRate 0.0092 Epoch: 13 Global Step: 232480 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:21,008-Speed 3309.60 samples/sec Loss 0.8790 LearningRate 0.0092 Epoch: 13 Global Step: 232490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:51:24,111-Speed 3301.31 samples/sec Loss 0.8736 LearningRate 0.0092 Epoch: 13 Global Step: 232500 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:27,232-Speed 3282.14 samples/sec Loss 0.8773 LearningRate 0.0092 Epoch: 13 Global Step: 232510 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:30,337-Speed 3298.38 samples/sec Loss 0.8452 LearningRate 0.0092 Epoch: 13 Global Step: 232520 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:33,410-Speed 3333.40 samples/sec Loss 0.8947 LearningRate 0.0092 Epoch: 13 Global Step: 232530 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:36,496-Speed 3318.97 samples/sec Loss 0.8387 LearningRate 0.0092 Epoch: 13 Global Step: 232540 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:39,634-Speed 3263.42 samples/sec Loss 0.9034 LearningRate 0.0092 Epoch: 13 Global Step: 232550 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:42,719-Speed 3320.45 samples/sec Loss 0.8945 LearningRate 0.0092 Epoch: 13 Global Step: 232560 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:45,830-Speed 3292.79 samples/sec Loss 0.8391 LearningRate 0.0092 Epoch: 13 Global Step: 232570 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:48,927-Speed 3306.50 samples/sec Loss 0.8641 LearningRate 0.0092 Epoch: 13 Global Step: 232580 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:52,011-Speed 3321.27 samples/sec Loss 0.8367 LearningRate 0.0092 Epoch: 13 Global Step: 232590 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:55,142-Speed 3271.12 samples/sec Loss 0.8625 LearningRate 0.0092 Epoch: 13 Global Step: 232600 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:51:58,403-Speed 3141.33 samples/sec Loss 0.8692 LearningRate 0.0092 Epoch: 13 Global Step: 232610 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:01,603-Speed 3200.32 samples/sec Loss 0.8664 LearningRate 0.0092 Epoch: 13 Global Step: 232620 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:04,705-Speed 3302.41 samples/sec Loss 0.8564 LearningRate 0.0092 Epoch: 13 Global Step: 232630 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:07,859-Speed 3247.20 samples/sec Loss 0.9001 LearningRate 0.0092 Epoch: 13 Global Step: 232640 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:10,962-Speed 3301.47 samples/sec Loss 0.9009 LearningRate 0.0092 Epoch: 13 Global Step: 232650 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:14,057-Speed 3308.50 samples/sec Loss 0.8908 LearningRate 0.0092 Epoch: 13 Global Step: 232660 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:17,140-Speed 3322.18 samples/sec Loss 0.8658 LearningRate 0.0092 Epoch: 13 Global Step: 232670 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:20,298-Speed 3244.00 samples/sec Loss 0.8550 LearningRate 0.0092 Epoch: 13 Global Step: 232680 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:23,366-Speed 3338.06 samples/sec Loss 0.8713 LearningRate 0.0092 Epoch: 13 Global Step: 232690 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:26,445-Speed 3326.92 samples/sec Loss 0.8698 LearningRate 0.0092 Epoch: 13 Global Step: 232700 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:29,563-Speed 3284.02 samples/sec Loss 0.8916 LearningRate 0.0092 Epoch: 13 Global Step: 232710 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:52:32,640-Speed 3328.95 samples/sec Loss 0.8807 LearningRate 0.0092 Epoch: 13 Global Step: 232720 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:35,755-Speed 3288.16 samples/sec Loss 0.8821 LearningRate 0.0092 Epoch: 13 Global Step: 232730 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:38,867-Speed 3291.33 samples/sec Loss 0.8685 LearningRate 0.0092 Epoch: 13 Global Step: 232740 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:41,961-Speed 3310.26 samples/sec Loss 0.9027 LearningRate 0.0092 Epoch: 13 Global Step: 232750 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:45,094-Speed 3270.15 samples/sec Loss 0.8612 LearningRate 0.0092 Epoch: 13 Global Step: 232760 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:48,201-Speed 3295.82 samples/sec Loss 0.8220 LearningRate 0.0092 Epoch: 13 Global Step: 232770 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:51,295-Speed 3310.69 samples/sec Loss 0.9146 LearningRate 0.0092 Epoch: 13 Global Step: 232780 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:54,438-Speed 3258.30 samples/sec Loss 0.8769 LearningRate 0.0092 Epoch: 13 Global Step: 232790 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:52:57,507-Speed 3336.95 samples/sec Loss 0.8899 LearningRate 0.0092 Epoch: 13 Global Step: 232800 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:00,582-Speed 3332.26 samples/sec Loss 0.9064 LearningRate 0.0092 Epoch: 13 Global Step: 232810 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:03,649-Speed 3339.29 samples/sec Loss 0.8650 LearningRate 0.0092 Epoch: 13 Global Step: 232820 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:06,718-Speed 3337.69 samples/sec Loss 0.8587 LearningRate 0.0092 Epoch: 13 Global Step: 232830 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:09,784-Speed 3339.97 samples/sec Loss 0.8712 LearningRate 0.0092 Epoch: 13 Global Step: 232840 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:12,857-Speed 3333.31 samples/sec Loss 0.9147 LearningRate 0.0091 Epoch: 13 Global Step: 232850 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:15,922-Speed 3341.65 samples/sec Loss 0.8821 LearningRate 0.0091 Epoch: 13 Global Step: 232860 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:19,019-Speed 3307.14 samples/sec Loss 0.8380 LearningRate 0.0091 Epoch: 13 Global Step: 232870 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:22,110-Speed 3313.36 samples/sec Loss 0.8636 LearningRate 0.0091 Epoch: 13 Global Step: 232880 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:53:25,173-Speed 3343.17 samples/sec Loss 0.8571 LearningRate 0.0091 Epoch: 13 Global Step: 232890 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:53:28,252-Speed 3327.35 samples/sec Loss 0.8696 LearningRate 0.0091 Epoch: 13 Global Step: 232900 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:53:31,304-Speed 3355.97 samples/sec Loss 0.8555 LearningRate 0.0091 Epoch: 13 Global Step: 232910 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:34,383-Speed 3326.25 samples/sec Loss 0.8851 LearningRate 0.0091 Epoch: 13 Global Step: 232920 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:37,458-Speed 3331.37 samples/sec Loss 0.8468 LearningRate 0.0091 Epoch: 13 Global Step: 232930 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:40,529-Speed 3334.46 samples/sec Loss 0.8975 LearningRate 0.0091 Epoch: 13 Global Step: 232940 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:43,600-Speed 3335.54 samples/sec Loss 0.8577 LearningRate 0.0091 Epoch: 13 Global Step: 232950 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:46,821-Speed 3179.60 samples/sec Loss 0.8843 LearningRate 0.0091 Epoch: 13 Global Step: 232960 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:50,060-Speed 3162.50 samples/sec Loss 0.8721 LearningRate 0.0091 Epoch: 13 Global Step: 232970 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:53,256-Speed 3205.01 samples/sec Loss 0.8557 LearningRate 0.0091 Epoch: 13 Global Step: 232980 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:56,351-Speed 3309.28 samples/sec Loss 0.8679 LearningRate 0.0091 Epoch: 13 Global Step: 232990 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:53:59,486-Speed 3266.33 samples/sec Loss 0.8664 LearningRate 0.0091 Epoch: 13 Global Step: 233000 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:02,623-Speed 3265.43 samples/sec Loss 0.8481 LearningRate 0.0091 Epoch: 13 Global Step: 233010 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:05,689-Speed 3340.47 samples/sec Loss 0.8553 LearningRate 0.0091 Epoch: 13 Global Step: 233020 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:08,795-Speed 3297.49 samples/sec Loss 0.9079 LearningRate 0.0091 Epoch: 13 Global Step: 233030 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:11,847-Speed 3356.77 samples/sec Loss 0.8803 LearningRate 0.0091 Epoch: 13 Global Step: 233040 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:14,930-Speed 3321.54 samples/sec Loss 0.8914 LearningRate 0.0091 Epoch: 13 Global Step: 233050 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:18,012-Speed 3323.52 samples/sec Loss 0.8647 LearningRate 0.0091 Epoch: 13 Global Step: 233060 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:21,101-Speed 3316.01 samples/sec Loss 0.8774 LearningRate 0.0091 Epoch: 13 Global Step: 233070 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:24,234-Speed 3269.43 samples/sec Loss 0.8745 LearningRate 0.0091 Epoch: 13 Global Step: 233080 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:27,307-Speed 3332.94 samples/sec Loss 0.8819 LearningRate 0.0091 Epoch: 13 Global Step: 233090 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:30,389-Speed 3322.90 samples/sec Loss 0.8990 LearningRate 0.0091 Epoch: 13 Global Step: 233100 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:33,462-Speed 3333.45 samples/sec Loss 0.8511 LearningRate 0.0091 Epoch: 13 Global Step: 233110 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:36,534-Speed 3333.88 samples/sec Loss 0.8656 LearningRate 0.0091 Epoch: 13 Global Step: 233120 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:39,606-Speed 3334.11 samples/sec Loss 0.8711 LearningRate 0.0091 Epoch: 13 Global Step: 233130 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:54:42,675-Speed 3337.13 samples/sec Loss 0.8589 LearningRate 0.0091 Epoch: 13 Global Step: 233140 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:45,743-Speed 3338.39 samples/sec Loss 0.8428 LearningRate 0.0091 Epoch: 13 Global Step: 233150 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:48,911-Speed 3232.94 samples/sec Loss 0.8645 LearningRate 0.0091 Epoch: 13 Global Step: 233160 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:52,021-Speed 3294.33 samples/sec Loss 0.8742 LearningRate 0.0091 Epoch: 13 Global Step: 233170 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:55,116-Speed 3309.53 samples/sec Loss 0.8918 LearningRate 0.0091 Epoch: 13 Global Step: 233180 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:54:58,206-Speed 3313.73 samples/sec Loss 0.8684 LearningRate 0.0091 Epoch: 13 Global Step: 233190 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:55:01,326-Speed 3282.83 samples/sec Loss 0.8628 LearningRate 0.0091 Epoch: 13 Global Step: 233200 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:55:04,423-Speed 3307.35 samples/sec Loss 0.8713 LearningRate 0.0091 Epoch: 13 Global Step: 233210 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:55:07,510-Speed 3317.51 samples/sec Loss 0.8384 LearningRate 0.0091 Epoch: 13 Global Step: 233220 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:55:10,625-Speed 3288.79 samples/sec Loss 0.8688 LearningRate 0.0091 Epoch: 13 Global Step: 233230 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:55:13,717-Speed 3312.80 samples/sec Loss 0.8860 LearningRate 0.0091 Epoch: 13 Global Step: 233240 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:16,863-Speed 3255.12 samples/sec Loss 0.8937 LearningRate 0.0091 Epoch: 13 Global Step: 233250 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:20,023-Speed 3241.14 samples/sec Loss 0.8646 LearningRate 0.0091 Epoch: 13 Global Step: 233260 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:23,103-Speed 3325.13 samples/sec Loss 0.8272 LearningRate 0.0091 Epoch: 13 Global Step: 233270 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:26,172-Speed 3338.27 samples/sec Loss 0.8730 LearningRate 0.0091 Epoch: 13 Global Step: 233280 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:29,255-Speed 3321.94 samples/sec Loss 0.8374 LearningRate 0.0091 Epoch: 13 Global Step: 233290 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:32,342-Speed 3317.07 samples/sec Loss 0.8627 LearningRate 0.0091 Epoch: 13 Global Step: 233300 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:35,471-Speed 3273.50 samples/sec Loss 0.8761 LearningRate 0.0091 Epoch: 13 Global Step: 233310 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:38,549-Speed 3328.42 samples/sec Loss 0.9098 LearningRate 0.0091 Epoch: 13 Global Step: 233320 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:41,672-Speed 3279.61 samples/sec Loss 0.8628 LearningRate 0.0091 Epoch: 13 Global Step: 233330 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:44,729-Speed 3350.87 samples/sec Loss 0.8529 LearningRate 0.0091 Epoch: 13 Global Step: 233340 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:47,804-Speed 3330.82 samples/sec Loss 0.8820 LearningRate 0.0091 Epoch: 13 Global Step: 233350 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:50,870-Speed 3340.44 samples/sec Loss 0.8760 LearningRate 0.0091 Epoch: 13 Global Step: 233360 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:53,940-Speed 3335.57 samples/sec Loss 0.8671 LearningRate 0.0091 Epoch: 13 Global Step: 233370 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:55:57,015-Speed 3331.11 samples/sec Loss 0.8461 LearningRate 0.0091 Epoch: 13 Global Step: 233380 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:00,092-Speed 3328.74 samples/sec Loss 0.8672 LearningRate 0.0091 Epoch: 13 Global Step: 233390 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:03,234-Speed 3259.75 samples/sec Loss 0.8875 LearningRate 0.0090 Epoch: 13 Global Step: 233400 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:06,373-Speed 3262.71 samples/sec Loss 0.8898 LearningRate 0.0090 Epoch: 13 Global Step: 233410 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:09,450-Speed 3329.35 samples/sec Loss 0.8628 LearningRate 0.0090 Epoch: 13 Global Step: 233420 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:12,568-Speed 3284.77 samples/sec Loss 0.8796 LearningRate 0.0090 Epoch: 13 Global Step: 233430 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:15,681-Speed 3289.96 samples/sec Loss 0.8869 LearningRate 0.0090 Epoch: 13 Global Step: 233440 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:18,779-Speed 3306.42 samples/sec Loss 0.8735 LearningRate 0.0090 Epoch: 13 Global Step: 233450 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:22,009-Speed 3170.82 samples/sec Loss 0.8382 LearningRate 0.0090 Epoch: 13 Global Step: 233460 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:25,140-Speed 3271.51 samples/sec Loss 0.8782 LearningRate 0.0090 Epoch: 13 Global Step: 233470 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:28,260-Speed 3282.19 samples/sec Loss 0.8976 LearningRate 0.0090 Epoch: 13 Global Step: 233480 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:31,337-Speed 3328.90 samples/sec Loss 0.8480 LearningRate 0.0090 Epoch: 13 Global Step: 233490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:34,486-Speed 3252.33 samples/sec Loss 0.8934 LearningRate 0.0090 Epoch: 13 Global Step: 233500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:37,569-Speed 3323.05 samples/sec Loss 0.8894 LearningRate 0.0090 Epoch: 13 Global Step: 233510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:40,770-Speed 3199.67 samples/sec Loss 0.8721 LearningRate 0.0090 Epoch: 13 Global Step: 233520 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:43,915-Speed 3256.29 samples/sec Loss 0.8635 LearningRate 0.0090 Epoch: 13 Global Step: 233530 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:46,997-Speed 3323.23 samples/sec Loss 0.8618 LearningRate 0.0090 Epoch: 13 Global Step: 233540 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:50,077-Speed 3324.82 samples/sec Loss 0.8839 LearningRate 0.0090 Epoch: 13 Global Step: 233550 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:56:53,176-Speed 3304.92 samples/sec Loss 0.9055 LearningRate 0.0090 Epoch: 13 Global Step: 233560 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:56,246-Speed 3337.04 samples/sec Loss 0.8514 LearningRate 0.0090 Epoch: 13 Global Step: 233570 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:56:59,313-Speed 3339.30 samples/sec Loss 0.8896 LearningRate 0.0090 Epoch: 13 Global Step: 233580 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:02,406-Speed 3311.85 samples/sec Loss 0.8963 LearningRate 0.0090 Epoch: 13 Global Step: 233590 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:05,478-Speed 3333.35 samples/sec Loss 0.8729 LearningRate 0.0090 Epoch: 13 Global Step: 233600 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:08,551-Speed 3333.81 samples/sec Loss 0.8906 LearningRate 0.0090 Epoch: 13 Global Step: 233610 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:11,636-Speed 3319.78 samples/sec Loss 0.8514 LearningRate 0.0090 Epoch: 13 Global Step: 233620 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:14,709-Speed 3333.41 samples/sec Loss 0.8562 LearningRate 0.0090 Epoch: 13 Global Step: 233630 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:17,845-Speed 3266.11 samples/sec Loss 0.8660 LearningRate 0.0090 Epoch: 13 Global Step: 233640 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:21,002-Speed 3243.89 samples/sec Loss 0.8621 LearningRate 0.0090 Epoch: 13 Global Step: 233650 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:24,136-Speed 3267.44 samples/sec Loss 0.8617 LearningRate 0.0090 Epoch: 13 Global Step: 233660 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:27,946-Speed 2688.58 samples/sec Loss 0.9047 LearningRate 0.0090 Epoch: 13 Global Step: 233670 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:57:59,228-Speed 327.36 samples/sec Loss 0.6917 LearningRate 0.0090 Epoch: 14 Global Step: 233680 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:02,805-Speed 2864.07 samples/sec Loss 0.5409 LearningRate 0.0090 Epoch: 14 Global Step: 233690 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:05,878-Speed 3332.66 samples/sec Loss 0.5129 LearningRate 0.0090 Epoch: 14 Global Step: 233700 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:08,967-Speed 3315.60 samples/sec Loss 0.5298 LearningRate 0.0090 Epoch: 14 Global Step: 233710 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:12,108-Speed 3260.97 samples/sec Loss 0.5212 LearningRate 0.0090 Epoch: 14 Global Step: 233720 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:15,232-Speed 3278.59 samples/sec Loss 0.5131 LearningRate 0.0090 Epoch: 14 Global Step: 233730 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:18,301-Speed 3337.45 samples/sec Loss 0.5228 LearningRate 0.0090 Epoch: 14 Global Step: 233740 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:21,404-Speed 3299.86 samples/sec Loss 0.5495 LearningRate 0.0090 Epoch: 14 Global Step: 233750 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:24,479-Speed 3330.82 samples/sec Loss 0.5245 LearningRate 0.0090 Epoch: 14 Global Step: 233760 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:27,559-Speed 3325.80 samples/sec Loss 0.5612 LearningRate 0.0090 Epoch: 14 Global Step: 233770 Fp16 Grad Scale: 32768 Required: 11 hours Training: 2022-04-11 23:58:30,785-Speed 3175.40 samples/sec Loss 0.5319 LearningRate 0.0090 Epoch: 14 Global Step: 233780 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:33,951-Speed 3234.88 samples/sec Loss 0.5377 LearningRate 0.0090 Epoch: 14 Global Step: 233790 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:37,067-Speed 3287.09 samples/sec Loss 0.5126 LearningRate 0.0090 Epoch: 14 Global Step: 233800 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:40,229-Speed 3238.79 samples/sec Loss 0.5003 LearningRate 0.0090 Epoch: 14 Global Step: 233810 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:43,409-Speed 3220.61 samples/sec Loss 0.5312 LearningRate 0.0090 Epoch: 14 Global Step: 233820 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:46,493-Speed 3321.01 samples/sec Loss 0.5342 LearningRate 0.0090 Epoch: 14 Global Step: 233830 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:49,582-Speed 3316.66 samples/sec Loss 0.5300 LearningRate 0.0090 Epoch: 14 Global Step: 233840 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:52,655-Speed 3333.25 samples/sec Loss 0.5446 LearningRate 0.0090 Epoch: 14 Global Step: 233850 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:55,745-Speed 3314.23 samples/sec Loss 0.5471 LearningRate 0.0090 Epoch: 14 Global Step: 233860 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:58:58,823-Speed 3327.33 samples/sec Loss 0.5074 LearningRate 0.0090 Epoch: 14 Global Step: 233870 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-11 23:59:02,188-Speed 3043.78 samples/sec Loss 0.5357 LearningRate 0.0090 Epoch: 14 Global Step: 233880 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:06,132-Speed 2596.73 samples/sec Loss 0.5149 LearningRate 0.0090 Epoch: 14 Global Step: 233890 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:09,217-Speed 3319.73 samples/sec Loss 0.5107 LearningRate 0.0090 Epoch: 14 Global Step: 233900 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:12,343-Speed 3277.10 samples/sec Loss 0.5494 LearningRate 0.0090 Epoch: 14 Global Step: 233910 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:15,421-Speed 3327.96 samples/sec Loss 0.5151 LearningRate 0.0090 Epoch: 14 Global Step: 233920 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:18,499-Speed 3327.78 samples/sec Loss 0.5233 LearningRate 0.0090 Epoch: 14 Global Step: 233930 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:21,609-Speed 3293.26 samples/sec Loss 0.5072 LearningRate 0.0090 Epoch: 14 Global Step: 233940 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:24,703-Speed 3310.48 samples/sec Loss 0.5615 LearningRate 0.0090 Epoch: 14 Global Step: 233950 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:27,811-Speed 3295.34 samples/sec Loss 0.5389 LearningRate 0.0089 Epoch: 14 Global Step: 233960 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:30,921-Speed 3293.47 samples/sec Loss 0.5247 LearningRate 0.0089 Epoch: 14 Global Step: 233970 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:34,002-Speed 3323.56 samples/sec Loss 0.5509 LearningRate 0.0089 Epoch: 14 Global Step: 233980 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:37,153-Speed 3250.44 samples/sec Loss 0.5183 LearningRate 0.0089 Epoch: 14 Global Step: 233990 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-11 23:59:40,253-Speed 3303.86 samples/sec Loss 0.5472 LearningRate 0.0089 Epoch: 14 Global Step: 234000 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:00:24,572-[lfw][234000]XNorm: 21.716343 Training: 2022-04-12 00:00:24,573-[lfw][234000]Accuracy-Flip: 0.99750+-0.00239 Training: 2022-04-12 00:00:24,573-[lfw][234000]Accuracy-Highest: 0.99817 Training: 2022-04-12 00:01:15,741-[cfp_fp][234000]XNorm: 22.475299 Training: 2022-04-12 00:01:15,741-[cfp_fp][234000]Accuracy-Flip: 0.98971+-0.00388 Training: 2022-04-12 00:01:15,742-[cfp_fp][234000]Accuracy-Highest: 0.99129 Training: 2022-04-12 00:01:59,820-[agedb_30][234000]XNorm: 22.797648 Training: 2022-04-12 00:01:59,821-[agedb_30][234000]Accuracy-Flip: 0.98317+-0.00617 Training: 2022-04-12 00:01:59,821-[agedb_30][234000]Accuracy-Highest: 0.98567 Training: 2022-04-12 00:02:02,884-Speed 71.79 samples/sec Loss 0.5591 LearningRate 0.0089 Epoch: 14 Global Step: 234010 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:05,987-Speed 3300.77 samples/sec Loss 0.5259 LearningRate 0.0089 Epoch: 14 Global Step: 234020 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:09,070-Speed 3322.54 samples/sec Loss 0.5153 LearningRate 0.0089 Epoch: 14 Global Step: 234030 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:12,129-Speed 3348.09 samples/sec Loss 0.5080 LearningRate 0.0089 Epoch: 14 Global Step: 234040 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:15,188-Speed 3348.22 samples/sec Loss 0.5133 LearningRate 0.0089 Epoch: 14 Global Step: 234050 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:18,272-Speed 3320.43 samples/sec Loss 0.5519 LearningRate 0.0089 Epoch: 14 Global Step: 234060 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:21,332-Speed 3347.60 samples/sec Loss 0.5035 LearningRate 0.0089 Epoch: 14 Global Step: 234070 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:24,407-Speed 3330.51 samples/sec Loss 0.5241 LearningRate 0.0089 Epoch: 14 Global Step: 234080 Fp16 Grad Scale: 262144 Required: 11 hours Training: 2022-04-12 00:02:27,461-Speed 3354.53 samples/sec Loss 0.5497 LearningRate 0.0089 Epoch: 14 Global Step: 234090 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:30,512-Speed 3357.24 samples/sec Loss 0.5352 LearningRate 0.0089 Epoch: 14 Global Step: 234100 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:33,575-Speed 3342.91 samples/sec Loss 0.5360 LearningRate 0.0089 Epoch: 14 Global Step: 234110 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:36,638-Speed 3344.55 samples/sec Loss 0.5276 LearningRate 0.0089 Epoch: 14 Global Step: 234120 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:39,751-Speed 3289.64 samples/sec Loss 0.5204 LearningRate 0.0089 Epoch: 14 Global Step: 234130 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:42,818-Speed 3339.83 samples/sec Loss 0.5374 LearningRate 0.0089 Epoch: 14 Global Step: 234140 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:45,887-Speed 3337.17 samples/sec Loss 0.5384 LearningRate 0.0089 Epoch: 14 Global Step: 234150 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:48,973-Speed 3319.49 samples/sec Loss 0.5144 LearningRate 0.0089 Epoch: 14 Global Step: 234160 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:52,065-Speed 3312.53 samples/sec Loss 0.5087 LearningRate 0.0089 Epoch: 14 Global Step: 234170 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:55,139-Speed 3331.89 samples/sec Loss 0.5431 LearningRate 0.0089 Epoch: 14 Global Step: 234180 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:02:58,329-Speed 3210.52 samples/sec Loss 0.5297 LearningRate 0.0089 Epoch: 14 Global Step: 234190 Fp16 Grad Scale: 262144 Required: 11 hours Training: 2022-04-12 00:03:01,405-Speed 3329.62 samples/sec Loss 0.5192 LearningRate 0.0089 Epoch: 14 Global Step: 234200 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:04,479-Speed 3331.46 samples/sec Loss 0.5243 LearningRate 0.0089 Epoch: 14 Global Step: 234210 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:07,572-Speed 3311.84 samples/sec Loss 0.5408 LearningRate 0.0089 Epoch: 14 Global Step: 234220 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:10,648-Speed 3330.00 samples/sec Loss 0.5328 LearningRate 0.0089 Epoch: 14 Global Step: 234230 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:13,707-Speed 3348.75 samples/sec Loss 0.5337 LearningRate 0.0089 Epoch: 14 Global Step: 234240 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:16,802-Speed 3308.72 samples/sec Loss 0.5437 LearningRate 0.0089 Epoch: 14 Global Step: 234250 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:19,865-Speed 3344.51 samples/sec Loss 0.5327 LearningRate 0.0089 Epoch: 14 Global Step: 234260 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:22,925-Speed 3347.05 samples/sec Loss 0.5050 LearningRate 0.0089 Epoch: 14 Global Step: 234270 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:25,999-Speed 3331.96 samples/sec Loss 0.5692 LearningRate 0.0089 Epoch: 14 Global Step: 234280 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:29,067-Speed 3338.35 samples/sec Loss 0.5593 LearningRate 0.0089 Epoch: 14 Global Step: 234290 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:32,128-Speed 3345.63 samples/sec Loss 0.5651 LearningRate 0.0089 Epoch: 14 Global Step: 234300 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:03:35,180-Speed 3355.74 samples/sec Loss 0.5140 LearningRate 0.0089 Epoch: 14 Global Step: 234310 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:38,283-Speed 3301.23 samples/sec Loss 0.5627 LearningRate 0.0089 Epoch: 14 Global Step: 234320 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:41,338-Speed 3352.40 samples/sec Loss 0.5285 LearningRate 0.0089 Epoch: 14 Global Step: 234330 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:44,445-Speed 3296.95 samples/sec Loss 0.5311 LearningRate 0.0089 Epoch: 14 Global Step: 234340 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:47,529-Speed 3321.69 samples/sec Loss 0.5355 LearningRate 0.0089 Epoch: 14 Global Step: 234350 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:50,591-Speed 3344.55 samples/sec Loss 0.5459 LearningRate 0.0089 Epoch: 14 Global Step: 234360 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:53,667-Speed 3329.36 samples/sec Loss 0.5203 LearningRate 0.0089 Epoch: 14 Global Step: 234370 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:56,725-Speed 3349.70 samples/sec Loss 0.5395 LearningRate 0.0089 Epoch: 14 Global Step: 234380 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:03:59,800-Speed 3331.10 samples/sec Loss 0.5533 LearningRate 0.0089 Epoch: 14 Global Step: 234390 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:04:02,866-Speed 3340.10 samples/sec Loss 0.5483 LearningRate 0.0089 Epoch: 14 Global Step: 234400 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:04:05,936-Speed 3335.68 samples/sec Loss 0.5211 LearningRate 0.0089 Epoch: 14 Global Step: 234410 Fp16 Grad Scale: 262144 Required: 11 hours Training: 2022-04-12 00:04:08,981-Speed 3364.55 samples/sec Loss 0.5317 LearningRate 0.0089 Epoch: 14 Global Step: 234420 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:04:12,028-Speed 3361.01 samples/sec Loss 0.5112 LearningRate 0.0089 Epoch: 14 Global Step: 234430 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:15,085-Speed 3350.22 samples/sec Loss 0.5709 LearningRate 0.0089 Epoch: 14 Global Step: 234440 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:18,166-Speed 3324.35 samples/sec Loss 0.5164 LearningRate 0.0089 Epoch: 14 Global Step: 234450 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:21,224-Speed 3349.31 samples/sec Loss 0.5411 LearningRate 0.0089 Epoch: 14 Global Step: 234460 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:24,286-Speed 3344.91 samples/sec Loss 0.5385 LearningRate 0.0089 Epoch: 14 Global Step: 234470 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:27,363-Speed 3328.91 samples/sec Loss 0.5670 LearningRate 0.0089 Epoch: 14 Global Step: 234480 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:30,422-Speed 3348.15 samples/sec Loss 0.5379 LearningRate 0.0089 Epoch: 14 Global Step: 234490 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:33,503-Speed 3324.89 samples/sec Loss 0.5258 LearningRate 0.0089 Epoch: 14 Global Step: 234500 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:36,564-Speed 3345.93 samples/sec Loss 0.5363 LearningRate 0.0089 Epoch: 14 Global Step: 234510 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:39,628-Speed 3343.16 samples/sec Loss 0.5311 LearningRate 0.0088 Epoch: 14 Global Step: 234520 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:42,682-Speed 3353.09 samples/sec Loss 0.5377 LearningRate 0.0088 Epoch: 14 Global Step: 234530 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:04:45,740-Speed 3349.12 samples/sec Loss 0.5476 LearningRate 0.0088 Epoch: 14 Global Step: 234540 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:04:48,847-Speed 3296.83 samples/sec Loss 0.5320 LearningRate 0.0088 Epoch: 14 Global Step: 234550 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:04:52,074-Speed 3173.40 samples/sec Loss 0.5133 LearningRate 0.0088 Epoch: 14 Global Step: 234560 Fp16 Grad Scale: 131072 Required: 11 hours Training: 2022-04-12 00:04:55,158-Speed 3320.85 samples/sec Loss 0.5181 LearningRate 0.0088 Epoch: 14 Global Step: 234570 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:04:58,227-Speed 3338.30 samples/sec Loss 0.5092 LearningRate 0.0088 Epoch: 14 Global Step: 234580 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:05:01,291-Speed 3342.80 samples/sec Loss 0.5193 LearningRate 0.0088 Epoch: 14 Global Step: 234590 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:05:04,357-Speed 3340.59 samples/sec Loss 0.5222 LearningRate 0.0088 Epoch: 14 Global Step: 234600 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:05:07,414-Speed 3351.08 samples/sec Loss 0.5144 LearningRate 0.0088 Epoch: 14 Global Step: 234610 Fp16 Grad Scale: 65536 Required: 11 hours Training: 2022-04-12 00:05:10,469-Speed 3351.78 samples/sec Loss 0.4975 LearningRate 0.0088 Epoch: 14 Global Step: 234620 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:13,528-Speed 3348.61 samples/sec Loss 0.5488 LearningRate 0.0088 Epoch: 14 Global Step: 234630 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:16,592-Speed 3342.73 samples/sec Loss 0.5349 LearningRate 0.0088 Epoch: 14 Global Step: 234640 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:19,667-Speed 3330.18 samples/sec Loss 0.5301 LearningRate 0.0088 Epoch: 14 Global Step: 234650 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:22,735-Speed 3339.25 samples/sec Loss 0.5437 LearningRate 0.0088 Epoch: 14 Global Step: 234660 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:25,790-Speed 3352.31 samples/sec Loss 0.5264 LearningRate 0.0088 Epoch: 14 Global Step: 234670 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:05:28,998-Speed 3193.00 samples/sec Loss 0.5235 LearningRate 0.0088 Epoch: 14 Global Step: 234680 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:05:32,067-Speed 3336.97 samples/sec Loss 0.5327 LearningRate 0.0088 Epoch: 14 Global Step: 234690 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:05:35,145-Speed 3328.37 samples/sec Loss 0.5940 LearningRate 0.0088 Epoch: 14 Global Step: 234700 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:38,203-Speed 3348.43 samples/sec Loss 0.5444 LearningRate 0.0088 Epoch: 14 Global Step: 234710 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:41,273-Speed 3336.80 samples/sec Loss 0.5469 LearningRate 0.0088 Epoch: 14 Global Step: 234720 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:44,329-Speed 3351.22 samples/sec Loss 0.5126 LearningRate 0.0088 Epoch: 14 Global Step: 234730 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:47,389-Speed 3347.79 samples/sec Loss 0.5269 LearningRate 0.0088 Epoch: 14 Global Step: 234740 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:50,466-Speed 3327.69 samples/sec Loss 0.5162 LearningRate 0.0088 Epoch: 14 Global Step: 234750 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:53,542-Speed 3330.34 samples/sec Loss 0.5641 LearningRate 0.0088 Epoch: 14 Global Step: 234760 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:56,693-Speed 3250.03 samples/sec Loss 0.5425 LearningRate 0.0088 Epoch: 14 Global Step: 234770 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:05:59,763-Speed 3336.26 samples/sec Loss 0.5287 LearningRate 0.0088 Epoch: 14 Global Step: 234780 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:02,826-Speed 3343.96 samples/sec Loss 0.5376 LearningRate 0.0088 Epoch: 14 Global Step: 234790 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:05,891-Speed 3341.85 samples/sec Loss 0.5668 LearningRate 0.0088 Epoch: 14 Global Step: 234800 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:06:08,939-Speed 3360.27 samples/sec Loss 0.5571 LearningRate 0.0088 Epoch: 14 Global Step: 234810 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:12,014-Speed 3330.80 samples/sec Loss 0.5655 LearningRate 0.0088 Epoch: 14 Global Step: 234820 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:15,077-Speed 3344.36 samples/sec Loss 0.5256 LearningRate 0.0088 Epoch: 14 Global Step: 234830 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:18,178-Speed 3302.37 samples/sec Loss 0.5391 LearningRate 0.0088 Epoch: 14 Global Step: 234840 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:21,267-Speed 3315.77 samples/sec Loss 0.5637 LearningRate 0.0088 Epoch: 14 Global Step: 234850 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:24,345-Speed 3327.90 samples/sec Loss 0.5400 LearningRate 0.0088 Epoch: 14 Global Step: 234860 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:27,454-Speed 3295.01 samples/sec Loss 0.5235 LearningRate 0.0088 Epoch: 14 Global Step: 234870 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:30,526-Speed 3333.16 samples/sec Loss 0.5188 LearningRate 0.0088 Epoch: 14 Global Step: 234880 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:33,583-Speed 3351.04 samples/sec Loss 0.5291 LearningRate 0.0088 Epoch: 14 Global Step: 234890 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:36,637-Speed 3353.61 samples/sec Loss 0.5456 LearningRate 0.0088 Epoch: 14 Global Step: 234900 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:39,706-Speed 3336.64 samples/sec Loss 0.5306 LearningRate 0.0088 Epoch: 14 Global Step: 234910 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:06:42,798-Speed 3312.97 samples/sec Loss 0.5202 LearningRate 0.0088 Epoch: 14 Global Step: 234920 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:46,023-Speed 3175.83 samples/sec Loss 0.5099 LearningRate 0.0088 Epoch: 14 Global Step: 234930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:49,161-Speed 3264.12 samples/sec Loss 0.5222 LearningRate 0.0088 Epoch: 14 Global Step: 234940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:52,263-Speed 3301.72 samples/sec Loss 0.5371 LearningRate 0.0088 Epoch: 14 Global Step: 234950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:55,385-Speed 3280.45 samples/sec Loss 0.5462 LearningRate 0.0088 Epoch: 14 Global Step: 234960 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:06:58,464-Speed 3327.22 samples/sec Loss 0.5400 LearningRate 0.0088 Epoch: 14 Global Step: 234970 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:07:01,528-Speed 3341.93 samples/sec Loss 0.5205 LearningRate 0.0088 Epoch: 14 Global Step: 234980 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:07:04,609-Speed 3324.77 samples/sec Loss 0.5390 LearningRate 0.0088 Epoch: 14 Global Step: 234990 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:07:07,671-Speed 3344.67 samples/sec Loss 0.5262 LearningRate 0.0088 Epoch: 14 Global Step: 235000 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:07:10,741-Speed 3336.03 samples/sec Loss 0.5627 LearningRate 0.0088 Epoch: 14 Global Step: 235010 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:07:13,802-Speed 3345.84 samples/sec Loss 0.5507 LearningRate 0.0088 Epoch: 14 Global Step: 235020 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:16,860-Speed 3350.06 samples/sec Loss 0.5608 LearningRate 0.0088 Epoch: 14 Global Step: 235030 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:19,946-Speed 3319.60 samples/sec Loss 0.5423 LearningRate 0.0088 Epoch: 14 Global Step: 235040 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:23,026-Speed 3324.86 samples/sec Loss 0.5606 LearningRate 0.0088 Epoch: 14 Global Step: 235050 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:26,159-Speed 3269.48 samples/sec Loss 0.5031 LearningRate 0.0088 Epoch: 14 Global Step: 235060 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:29,216-Speed 3350.58 samples/sec Loss 0.5550 LearningRate 0.0088 Epoch: 14 Global Step: 235070 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:32,277-Speed 3345.82 samples/sec Loss 0.5299 LearningRate 0.0087 Epoch: 14 Global Step: 235080 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:35,390-Speed 3289.78 samples/sec Loss 0.5455 LearningRate 0.0087 Epoch: 14 Global Step: 235090 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:38,482-Speed 3312.40 samples/sec Loss 0.5358 LearningRate 0.0087 Epoch: 14 Global Step: 235100 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:41,542-Speed 3347.26 samples/sec Loss 0.5624 LearningRate 0.0087 Epoch: 14 Global Step: 235110 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:44,615-Speed 3332.91 samples/sec Loss 0.5280 LearningRate 0.0087 Epoch: 14 Global Step: 235120 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:47,687-Speed 3334.98 samples/sec Loss 0.5682 LearningRate 0.0087 Epoch: 14 Global Step: 235130 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:50,745-Speed 3349.06 samples/sec Loss 0.5628 LearningRate 0.0087 Epoch: 14 Global Step: 235140 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:53,846-Speed 3302.32 samples/sec Loss 0.5516 LearningRate 0.0087 Epoch: 14 Global Step: 235150 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:07:56,919-Speed 3332.79 samples/sec Loss 0.5572 LearningRate 0.0087 Epoch: 14 Global Step: 235160 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:00,032-Speed 3290.73 samples/sec Loss 0.5366 LearningRate 0.0087 Epoch: 14 Global Step: 235170 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:03,090-Speed 3349.45 samples/sec Loss 0.5313 LearningRate 0.0087 Epoch: 14 Global Step: 235180 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:06,164-Speed 3331.78 samples/sec Loss 0.5431 LearningRate 0.0087 Epoch: 14 Global Step: 235190 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:09,221-Speed 3350.73 samples/sec Loss 0.5439 LearningRate 0.0087 Epoch: 14 Global Step: 235200 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:12,289-Speed 3338.31 samples/sec Loss 0.5259 LearningRate 0.0087 Epoch: 14 Global Step: 235210 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:15,412-Speed 3279.12 samples/sec Loss 0.5136 LearningRate 0.0087 Epoch: 14 Global Step: 235220 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:18,476-Speed 3343.57 samples/sec Loss 0.5402 LearningRate 0.0087 Epoch: 14 Global Step: 235230 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:21,538-Speed 3345.04 samples/sec Loss 0.5406 LearningRate 0.0087 Epoch: 14 Global Step: 235240 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:24,623-Speed 3319.97 samples/sec Loss 0.5855 LearningRate 0.0087 Epoch: 14 Global Step: 235250 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:27,739-Speed 3287.11 samples/sec Loss 0.5584 LearningRate 0.0087 Epoch: 14 Global Step: 235260 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:30,974-Speed 3165.90 samples/sec Loss 0.5459 LearningRate 0.0087 Epoch: 14 Global Step: 235270 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:34,029-Speed 3352.12 samples/sec Loss 0.5679 LearningRate 0.0087 Epoch: 14 Global Step: 235280 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:37,101-Speed 3334.80 samples/sec Loss 0.5350 LearningRate 0.0087 Epoch: 14 Global Step: 235290 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:41,021-Speed 2612.62 samples/sec Loss 0.5439 LearningRate 0.0087 Epoch: 14 Global Step: 235300 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:47,787-Speed 1513.62 samples/sec Loss 0.5479 LearningRate 0.0087 Epoch: 14 Global Step: 235310 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:08:51,757-Speed 2579.29 samples/sec Loss 0.5398 LearningRate 0.0087 Epoch: 14 Global Step: 235320 Fp16 Grad Scale: 262144 Required: 10 hours Training: 2022-04-12 00:08:54,799-Speed 3367.43 samples/sec Loss 0.5569 LearningRate 0.0087 Epoch: 14 Global Step: 235330 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:08:57,897-Speed 3306.47 samples/sec Loss 0.5434 LearningRate 0.0087 Epoch: 14 Global Step: 235340 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:00,977-Speed 3325.31 samples/sec Loss 0.5607 LearningRate 0.0087 Epoch: 14 Global Step: 235350 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:04,034-Speed 3350.24 samples/sec Loss 0.5467 LearningRate 0.0087 Epoch: 14 Global Step: 235360 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:07,099-Speed 3342.31 samples/sec Loss 0.5456 LearningRate 0.0087 Epoch: 14 Global Step: 235370 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:10,186-Speed 3318.31 samples/sec Loss 0.5477 LearningRate 0.0087 Epoch: 14 Global Step: 235380 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:13,254-Speed 3338.18 samples/sec Loss 0.5409 LearningRate 0.0087 Epoch: 14 Global Step: 235390 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:16,356-Speed 3301.25 samples/sec Loss 0.5339 LearningRate 0.0087 Epoch: 14 Global Step: 235400 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:19,457-Speed 3302.95 samples/sec Loss 0.5820 LearningRate 0.0087 Epoch: 14 Global Step: 235410 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:22,534-Speed 3328.98 samples/sec Loss 0.5389 LearningRate 0.0087 Epoch: 14 Global Step: 235420 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:25,621-Speed 3317.05 samples/sec Loss 0.5713 LearningRate 0.0087 Epoch: 14 Global Step: 235430 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:09:28,694-Speed 3333.67 samples/sec Loss 0.5638 LearningRate 0.0087 Epoch: 14 Global Step: 235440 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:09:31,791-Speed 3307.55 samples/sec Loss 0.5701 LearningRate 0.0087 Epoch: 14 Global Step: 235450 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:09:34,856-Speed 3341.18 samples/sec Loss 0.5235 LearningRate 0.0087 Epoch: 14 Global Step: 235460 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:09:37,933-Speed 3329.57 samples/sec Loss 0.5412 LearningRate 0.0087 Epoch: 14 Global Step: 235470 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:09:40,980-Speed 3360.38 samples/sec Loss 0.5716 LearningRate 0.0087 Epoch: 14 Global Step: 235480 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:44,058-Speed 3328.42 samples/sec Loss 0.5642 LearningRate 0.0087 Epoch: 14 Global Step: 235490 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:47,169-Speed 3292.09 samples/sec Loss 0.5577 LearningRate 0.0087 Epoch: 14 Global Step: 235500 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:50,273-Speed 3299.30 samples/sec Loss 0.5569 LearningRate 0.0087 Epoch: 14 Global Step: 235510 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:53,359-Speed 3319.00 samples/sec Loss 0.5787 LearningRate 0.0087 Epoch: 14 Global Step: 235520 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:56,426-Speed 3340.02 samples/sec Loss 0.5526 LearningRate 0.0087 Epoch: 14 Global Step: 235530 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:09:59,501-Speed 3330.48 samples/sec Loss 0.5647 LearningRate 0.0087 Epoch: 14 Global Step: 235540 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:02,589-Speed 3317.29 samples/sec Loss 0.5471 LearningRate 0.0087 Epoch: 14 Global Step: 235550 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:05,650-Speed 3345.27 samples/sec Loss 0.5443 LearningRate 0.0087 Epoch: 14 Global Step: 235560 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:08,740-Speed 3314.84 samples/sec Loss 0.5404 LearningRate 0.0087 Epoch: 14 Global Step: 235570 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:11,859-Speed 3283.83 samples/sec Loss 0.5710 LearningRate 0.0087 Epoch: 14 Global Step: 235580 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:10:14,978-Speed 3284.56 samples/sec Loss 0.5541 LearningRate 0.0087 Epoch: 14 Global Step: 235590 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:18,076-Speed 3305.07 samples/sec Loss 0.5492 LearningRate 0.0087 Epoch: 14 Global Step: 235600 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:21,198-Speed 3281.23 samples/sec Loss 0.5608 LearningRate 0.0087 Epoch: 14 Global Step: 235610 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:24,390-Speed 3208.54 samples/sec Loss 0.5805 LearningRate 0.0087 Epoch: 14 Global Step: 235620 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:27,464-Speed 3332.58 samples/sec Loss 0.5704 LearningRate 0.0087 Epoch: 14 Global Step: 235630 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:30,658-Speed 3206.76 samples/sec Loss 0.5590 LearningRate 0.0087 Epoch: 14 Global Step: 235640 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:33,721-Speed 3343.26 samples/sec Loss 0.5712 LearningRate 0.0086 Epoch: 14 Global Step: 235650 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:36,784-Speed 3344.26 samples/sec Loss 0.5658 LearningRate 0.0086 Epoch: 14 Global Step: 235660 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:39,865-Speed 3323.69 samples/sec Loss 0.5675 LearningRate 0.0086 Epoch: 14 Global Step: 235670 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:42,944-Speed 3326.75 samples/sec Loss 0.5730 LearningRate 0.0086 Epoch: 14 Global Step: 235680 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:10:46,013-Speed 3337.12 samples/sec Loss 0.5377 LearningRate 0.0086 Epoch: 14 Global Step: 235690 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:10:49,128-Speed 3288.02 samples/sec Loss 0.5701 LearningRate 0.0086 Epoch: 14 Global Step: 235700 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:10:52,214-Speed 3320.08 samples/sec Loss 0.5484 LearningRate 0.0086 Epoch: 14 Global Step: 235710 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:10:55,342-Speed 3274.36 samples/sec Loss 0.5547 LearningRate 0.0086 Epoch: 14 Global Step: 235720 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:10:58,540-Speed 3202.61 samples/sec Loss 0.5626 LearningRate 0.0086 Epoch: 14 Global Step: 235730 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:01,608-Speed 3337.72 samples/sec Loss 0.5735 LearningRate 0.0086 Epoch: 14 Global Step: 235740 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:04,681-Speed 3333.23 samples/sec Loss 0.5749 LearningRate 0.0086 Epoch: 14 Global Step: 235750 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:07,739-Speed 3350.08 samples/sec Loss 0.5695 LearningRate 0.0086 Epoch: 14 Global Step: 235760 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:10,853-Speed 3288.57 samples/sec Loss 0.5719 LearningRate 0.0086 Epoch: 14 Global Step: 235770 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:13,960-Speed 3296.08 samples/sec Loss 0.5574 LearningRate 0.0086 Epoch: 14 Global Step: 235780 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:17,041-Speed 3324.55 samples/sec Loss 0.5880 LearningRate 0.0086 Epoch: 14 Global Step: 235790 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:20,102-Speed 3346.43 samples/sec Loss 0.5590 LearningRate 0.0086 Epoch: 14 Global Step: 235800 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:23,169-Speed 3339.76 samples/sec Loss 0.5640 LearningRate 0.0086 Epoch: 14 Global Step: 235810 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:26,311-Speed 3259.31 samples/sec Loss 0.5796 LearningRate 0.0086 Epoch: 14 Global Step: 235820 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:29,411-Speed 3304.10 samples/sec Loss 0.5498 LearningRate 0.0086 Epoch: 14 Global Step: 235830 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:32,496-Speed 3319.76 samples/sec Loss 0.5419 LearningRate 0.0086 Epoch: 14 Global Step: 235840 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:35,561-Speed 3341.65 samples/sec Loss 0.5282 LearningRate 0.0086 Epoch: 14 Global Step: 235850 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:11:38,623-Speed 3345.41 samples/sec Loss 0.5740 LearningRate 0.0086 Epoch: 14 Global Step: 235860 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:41,722-Speed 3304.68 samples/sec Loss 0.5447 LearningRate 0.0086 Epoch: 14 Global Step: 235870 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:44,790-Speed 3338.82 samples/sec Loss 0.5502 LearningRate 0.0086 Epoch: 14 Global Step: 235880 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:47,860-Speed 3336.55 samples/sec Loss 0.5805 LearningRate 0.0086 Epoch: 14 Global Step: 235890 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:50,986-Speed 3276.30 samples/sec Loss 0.5308 LearningRate 0.0086 Epoch: 14 Global Step: 235900 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:54,070-Speed 3321.36 samples/sec Loss 0.5974 LearningRate 0.0086 Epoch: 14 Global Step: 235910 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:11:57,129-Speed 3347.93 samples/sec Loss 0.5558 LearningRate 0.0086 Epoch: 14 Global Step: 235920 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:00,209-Speed 3325.24 samples/sec Loss 0.5351 LearningRate 0.0086 Epoch: 14 Global Step: 235930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:03,287-Speed 3327.88 samples/sec Loss 0.5619 LearningRate 0.0086 Epoch: 14 Global Step: 235940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:06,384-Speed 3306.83 samples/sec Loss 0.5498 LearningRate 0.0086 Epoch: 14 Global Step: 235950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:09,530-Speed 3256.39 samples/sec Loss 0.5545 LearningRate 0.0086 Epoch: 14 Global Step: 235960 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:12,618-Speed 3316.60 samples/sec Loss 0.5418 LearningRate 0.0086 Epoch: 14 Global Step: 235970 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:15,742-Speed 3278.89 samples/sec Loss 0.5647 LearningRate 0.0086 Epoch: 14 Global Step: 235980 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:18,859-Speed 3285.47 samples/sec Loss 0.5626 LearningRate 0.0086 Epoch: 14 Global Step: 235990 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:12:21,968-Speed 3294.01 samples/sec Loss 0.5524 LearningRate 0.0086 Epoch: 14 Global Step: 236000 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:13:06,107-[lfw][236000]XNorm: 21.929284 Training: 2022-04-12 00:13:06,108-[lfw][236000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-12 00:13:06,108-[lfw][236000]Accuracy-Highest: 0.99817 Training: 2022-04-12 00:13:57,391-[cfp_fp][236000]XNorm: 22.959506 Training: 2022-04-12 00:13:57,391-[cfp_fp][236000]Accuracy-Flip: 0.99071+-0.00351 Training: 2022-04-12 00:13:57,392-[cfp_fp][236000]Accuracy-Highest: 0.99129 Training: 2022-04-12 00:14:41,439-[agedb_30][236000]XNorm: 23.475656 Training: 2022-04-12 00:14:41,439-[agedb_30][236000]Accuracy-Flip: 0.98417+-0.00664 Training: 2022-04-12 00:14:41,440-[agedb_30][236000]Accuracy-Highest: 0.98567 Training: 2022-04-12 00:14:44,594-Speed 71.80 samples/sec Loss 0.5658 LearningRate 0.0086 Epoch: 14 Global Step: 236010 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:14:47,659-Speed 3340.76 samples/sec Loss 0.5937 LearningRate 0.0086 Epoch: 14 Global Step: 236020 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:14:50,714-Speed 3353.37 samples/sec Loss 0.5812 LearningRate 0.0086 Epoch: 14 Global Step: 236030 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:14:53,787-Speed 3332.82 samples/sec Loss 0.5337 LearningRate 0.0086 Epoch: 14 Global Step: 236040 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:14:56,881-Speed 3310.62 samples/sec Loss 0.5583 LearningRate 0.0086 Epoch: 14 Global Step: 236050 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:14:59,955-Speed 3331.36 samples/sec Loss 0.5506 LearningRate 0.0086 Epoch: 14 Global Step: 236060 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:15:03,046-Speed 3314.01 samples/sec Loss 0.5680 LearningRate 0.0086 Epoch: 14 Global Step: 236070 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:15:06,156-Speed 3293.43 samples/sec Loss 0.5589 LearningRate 0.0086 Epoch: 14 Global Step: 236080 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:15:09,228-Speed 3333.56 samples/sec Loss 0.5671 LearningRate 0.0086 Epoch: 14 Global Step: 236090 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:15:12,343-Speed 3287.99 samples/sec Loss 0.5151 LearningRate 0.0086 Epoch: 14 Global Step: 236100 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:15:15,403-Speed 3347.78 samples/sec Loss 0.5927 LearningRate 0.0086 Epoch: 14 Global Step: 236110 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:15:18,480-Speed 3328.19 samples/sec Loss 0.5819 LearningRate 0.0086 Epoch: 14 Global Step: 236120 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:21,575-Speed 3309.38 samples/sec Loss 0.5780 LearningRate 0.0086 Epoch: 14 Global Step: 236130 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:24,637-Speed 3345.40 samples/sec Loss 0.5694 LearningRate 0.0086 Epoch: 14 Global Step: 236140 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:27,725-Speed 3316.87 samples/sec Loss 0.5808 LearningRate 0.0086 Epoch: 14 Global Step: 236150 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:30,880-Speed 3246.41 samples/sec Loss 0.5948 LearningRate 0.0086 Epoch: 14 Global Step: 236160 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:33,984-Speed 3298.89 samples/sec Loss 0.5672 LearningRate 0.0086 Epoch: 14 Global Step: 236170 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:37,149-Speed 3237.68 samples/sec Loss 0.5579 LearningRate 0.0086 Epoch: 14 Global Step: 236180 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:40,214-Speed 3341.75 samples/sec Loss 0.5720 LearningRate 0.0086 Epoch: 14 Global Step: 236190 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:43,281-Speed 3340.44 samples/sec Loss 0.5605 LearningRate 0.0086 Epoch: 14 Global Step: 236200 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:46,348-Speed 3338.73 samples/sec Loss 0.5818 LearningRate 0.0085 Epoch: 14 Global Step: 236210 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:49,535-Speed 3214.15 samples/sec Loss 0.5585 LearningRate 0.0085 Epoch: 14 Global Step: 236220 Fp16 Grad Scale: 262144 Required: 10 hours Training: 2022-04-12 00:15:52,613-Speed 3327.01 samples/sec Loss 0.5683 LearningRate 0.0085 Epoch: 14 Global Step: 236230 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:55,682-Speed 3337.43 samples/sec Loss 0.5777 LearningRate 0.0085 Epoch: 14 Global Step: 236240 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:15:58,760-Speed 3327.85 samples/sec Loss 0.5857 LearningRate 0.0085 Epoch: 14 Global Step: 236250 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:01,829-Speed 3336.62 samples/sec Loss 0.5585 LearningRate 0.0085 Epoch: 14 Global Step: 236260 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:04,905-Speed 3330.34 samples/sec Loss 0.5467 LearningRate 0.0085 Epoch: 14 Global Step: 236270 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:07,978-Speed 3333.26 samples/sec Loss 0.5769 LearningRate 0.0085 Epoch: 14 Global Step: 236280 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:11,043-Speed 3342.09 samples/sec Loss 0.5678 LearningRate 0.0085 Epoch: 14 Global Step: 236290 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:14,125-Speed 3322.26 samples/sec Loss 0.5677 LearningRate 0.0085 Epoch: 14 Global Step: 236300 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:17,191-Speed 3341.05 samples/sec Loss 0.5709 LearningRate 0.0085 Epoch: 14 Global Step: 236310 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:20,306-Speed 3287.81 samples/sec Loss 0.5383 LearningRate 0.0085 Epoch: 14 Global Step: 236320 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:23,382-Speed 3329.66 samples/sec Loss 0.5805 LearningRate 0.0085 Epoch: 14 Global Step: 236330 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:26,507-Speed 3277.98 samples/sec Loss 0.5421 LearningRate 0.0085 Epoch: 14 Global Step: 236340 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:29,583-Speed 3329.43 samples/sec Loss 0.5776 LearningRate 0.0085 Epoch: 14 Global Step: 236350 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:32,651-Speed 3339.06 samples/sec Loss 0.5748 LearningRate 0.0085 Epoch: 14 Global Step: 236360 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:35,735-Speed 3321.04 samples/sec Loss 0.5652 LearningRate 0.0085 Epoch: 14 Global Step: 236370 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:38,801-Speed 3340.21 samples/sec Loss 0.5806 LearningRate 0.0085 Epoch: 14 Global Step: 236380 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:41,857-Speed 3352.07 samples/sec Loss 0.5726 LearningRate 0.0085 Epoch: 14 Global Step: 236390 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:16:44,905-Speed 3360.22 samples/sec Loss 0.5539 LearningRate 0.0085 Epoch: 14 Global Step: 236400 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:16:47,978-Speed 3332.68 samples/sec Loss 0.5743 LearningRate 0.0085 Epoch: 14 Global Step: 236410 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:16:51,046-Speed 3338.31 samples/sec Loss 0.5499 LearningRate 0.0085 Epoch: 14 Global Step: 236420 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:16:54,219-Speed 3227.69 samples/sec Loss 0.5724 LearningRate 0.0085 Epoch: 14 Global Step: 236430 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:16:57,280-Speed 3346.96 samples/sec Loss 0.5211 LearningRate 0.0085 Epoch: 14 Global Step: 236440 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:17:00,341-Speed 3345.87 samples/sec Loss 0.5939 LearningRate 0.0085 Epoch: 14 Global Step: 236450 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:17:03,407-Speed 3341.03 samples/sec Loss 0.5649 LearningRate 0.0085 Epoch: 14 Global Step: 236460 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:17:06,558-Speed 3250.52 samples/sec Loss 0.5682 LearningRate 0.0085 Epoch: 14 Global Step: 236470 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:17:09,636-Speed 3326.94 samples/sec Loss 0.5418 LearningRate 0.0085 Epoch: 14 Global Step: 236480 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:17:12,721-Speed 3320.44 samples/sec Loss 0.5550 LearningRate 0.0085 Epoch: 14 Global Step: 236490 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:17:15,796-Speed 3330.01 samples/sec Loss 0.5752 LearningRate 0.0085 Epoch: 14 Global Step: 236500 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:18,889-Speed 3311.43 samples/sec Loss 0.5729 LearningRate 0.0085 Epoch: 14 Global Step: 236510 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:21,975-Speed 3319.04 samples/sec Loss 0.5649 LearningRate 0.0085 Epoch: 14 Global Step: 236520 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:25,029-Speed 3354.21 samples/sec Loss 0.5506 LearningRate 0.0085 Epoch: 14 Global Step: 236530 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:28,085-Speed 3351.87 samples/sec Loss 0.5588 LearningRate 0.0085 Epoch: 14 Global Step: 236540 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:31,157-Speed 3333.70 samples/sec Loss 0.5775 LearningRate 0.0085 Epoch: 14 Global Step: 236550 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:34,231-Speed 3332.22 samples/sec Loss 0.5824 LearningRate 0.0085 Epoch: 14 Global Step: 236560 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:37,300-Speed 3337.01 samples/sec Loss 0.5512 LearningRate 0.0085 Epoch: 14 Global Step: 236570 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:40,373-Speed 3333.22 samples/sec Loss 0.5523 LearningRate 0.0085 Epoch: 14 Global Step: 236580 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:43,484-Speed 3292.24 samples/sec Loss 0.5596 LearningRate 0.0085 Epoch: 14 Global Step: 236590 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:46,538-Speed 3353.37 samples/sec Loss 0.5861 LearningRate 0.0085 Epoch: 14 Global Step: 236600 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:49,614-Speed 3329.81 samples/sec Loss 0.5641 LearningRate 0.0085 Epoch: 14 Global Step: 236610 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:52,671-Speed 3350.72 samples/sec Loss 0.5810 LearningRate 0.0085 Epoch: 14 Global Step: 236620 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:55,736-Speed 3342.21 samples/sec Loss 0.5585 LearningRate 0.0085 Epoch: 14 Global Step: 236630 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:17:58,813-Speed 3328.08 samples/sec Loss 0.5598 LearningRate 0.0085 Epoch: 14 Global Step: 236640 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:01,901-Speed 3316.65 samples/sec Loss 0.5338 LearningRate 0.0085 Epoch: 14 Global Step: 236650 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:04,975-Speed 3332.39 samples/sec Loss 0.5972 LearningRate 0.0085 Epoch: 14 Global Step: 236660 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:08,032-Speed 3350.05 samples/sec Loss 0.5905 LearningRate 0.0085 Epoch: 14 Global Step: 236670 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:11,092-Speed 3347.17 samples/sec Loss 0.5766 LearningRate 0.0085 Epoch: 14 Global Step: 236680 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:14,170-Speed 3327.60 samples/sec Loss 0.5487 LearningRate 0.0085 Epoch: 14 Global Step: 236690 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:17,248-Speed 3327.77 samples/sec Loss 0.5704 LearningRate 0.0085 Epoch: 14 Global Step: 236700 Fp16 Grad Scale: 262144 Required: 10 hours Training: 2022-04-12 00:18:20,346-Speed 3306.22 samples/sec Loss 0.5764 LearningRate 0.0085 Epoch: 14 Global Step: 236710 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:23,425-Speed 3326.85 samples/sec Loss 0.5912 LearningRate 0.0085 Epoch: 14 Global Step: 236720 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:26,501-Speed 3329.75 samples/sec Loss 0.5665 LearningRate 0.0085 Epoch: 14 Global Step: 236730 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:29,565-Speed 3342.09 samples/sec Loss 0.5763 LearningRate 0.0085 Epoch: 14 Global Step: 236740 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:32,622-Speed 3351.35 samples/sec Loss 0.5776 LearningRate 0.0085 Epoch: 14 Global Step: 236750 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:18:35,671-Speed 3358.57 samples/sec Loss 0.5845 LearningRate 0.0085 Epoch: 14 Global Step: 236760 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:18:38,740-Speed 3337.05 samples/sec Loss 0.5569 LearningRate 0.0085 Epoch: 14 Global Step: 236770 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:18:41,923-Speed 3218.16 samples/sec Loss 0.5690 LearningRate 0.0085 Epoch: 14 Global Step: 236780 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:18:45,090-Speed 3234.05 samples/sec Loss 0.5490 LearningRate 0.0084 Epoch: 14 Global Step: 236790 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:18:48,169-Speed 3327.29 samples/sec Loss 0.5793 LearningRate 0.0084 Epoch: 14 Global Step: 236800 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:18:51,243-Speed 3331.62 samples/sec Loss 0.5760 LearningRate 0.0084 Epoch: 14 Global Step: 236810 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:18:54,332-Speed 3315.77 samples/sec Loss 0.5737 LearningRate 0.0084 Epoch: 14 Global Step: 236820 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:18:57,410-Speed 3327.30 samples/sec Loss 0.5801 LearningRate 0.0084 Epoch: 14 Global Step: 236830 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:00,481-Speed 3335.63 samples/sec Loss 0.5607 LearningRate 0.0084 Epoch: 14 Global Step: 236840 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:03,537-Speed 3350.55 samples/sec Loss 0.6085 LearningRate 0.0084 Epoch: 14 Global Step: 236850 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:06,699-Speed 3239.57 samples/sec Loss 0.5871 LearningRate 0.0084 Epoch: 14 Global Step: 236860 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:19:09,860-Speed 3239.70 samples/sec Loss 0.5793 LearningRate 0.0084 Epoch: 14 Global Step: 236870 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:19:12,998-Speed 3264.86 samples/sec Loss 0.5630 LearningRate 0.0084 Epoch: 14 Global Step: 236880 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:19:16,046-Speed 3359.95 samples/sec Loss 0.5646 LearningRate 0.0084 Epoch: 14 Global Step: 236890 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:19,116-Speed 3336.25 samples/sec Loss 0.5380 LearningRate 0.0084 Epoch: 14 Global Step: 236900 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:22,200-Speed 3321.23 samples/sec Loss 0.6059 LearningRate 0.0084 Epoch: 14 Global Step: 236910 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:25,280-Speed 3325.69 samples/sec Loss 0.6063 LearningRate 0.0084 Epoch: 14 Global Step: 236920 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:28,337-Speed 3349.80 samples/sec Loss 0.5806 LearningRate 0.0084 Epoch: 14 Global Step: 236930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:31,392-Speed 3352.75 samples/sec Loss 0.5817 LearningRate 0.0084 Epoch: 14 Global Step: 236940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:34,462-Speed 3336.34 samples/sec Loss 0.5700 LearningRate 0.0084 Epoch: 14 Global Step: 236950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:37,554-Speed 3313.41 samples/sec Loss 0.5558 LearningRate 0.0084 Epoch: 14 Global Step: 236960 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:40,615-Speed 3345.76 samples/sec Loss 0.5274 LearningRate 0.0084 Epoch: 14 Global Step: 236970 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:43,674-Speed 3347.96 samples/sec Loss 0.5601 LearningRate 0.0084 Epoch: 14 Global Step: 236980 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:19:46,740-Speed 3340.54 samples/sec Loss 0.5899 LearningRate 0.0084 Epoch: 14 Global Step: 236990 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:19:49,805-Speed 3341.81 samples/sec Loss 0.5776 LearningRate 0.0084 Epoch: 14 Global Step: 237000 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:19:52,885-Speed 3325.53 samples/sec Loss 0.5695 LearningRate 0.0084 Epoch: 14 Global Step: 237010 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:19:55,954-Speed 3337.14 samples/sec Loss 0.5709 LearningRate 0.0084 Epoch: 14 Global Step: 237020 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:19:59,107-Speed 3247.95 samples/sec Loss 0.5548 LearningRate 0.0084 Epoch: 14 Global Step: 237030 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:20:02,191-Speed 3321.84 samples/sec Loss 0.5828 LearningRate 0.0084 Epoch: 14 Global Step: 237040 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:20:05,321-Speed 3271.91 samples/sec Loss 0.5606 LearningRate 0.0084 Epoch: 14 Global Step: 237050 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:08,424-Speed 3301.14 samples/sec Loss 0.5936 LearningRate 0.0084 Epoch: 14 Global Step: 237060 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:11,536-Speed 3291.87 samples/sec Loss 0.5394 LearningRate 0.0084 Epoch: 14 Global Step: 237070 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:14,591-Speed 3351.72 samples/sec Loss 0.5911 LearningRate 0.0084 Epoch: 14 Global Step: 237080 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:17,652-Speed 3346.76 samples/sec Loss 0.5942 LearningRate 0.0084 Epoch: 14 Global Step: 237090 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:20,710-Speed 3348.52 samples/sec Loss 0.5614 LearningRate 0.0084 Epoch: 14 Global Step: 237100 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:23,782-Speed 3334.47 samples/sec Loss 0.6009 LearningRate 0.0084 Epoch: 14 Global Step: 237110 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:26,924-Speed 3259.57 samples/sec Loss 0.5764 LearningRate 0.0084 Epoch: 14 Global Step: 237120 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:29,994-Speed 3336.17 samples/sec Loss 0.5808 LearningRate 0.0084 Epoch: 14 Global Step: 237130 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:33,086-Speed 3312.60 samples/sec Loss 0.5898 LearningRate 0.0084 Epoch: 14 Global Step: 237140 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:36,169-Speed 3322.74 samples/sec Loss 0.5580 LearningRate 0.0084 Epoch: 14 Global Step: 237150 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:20:39,228-Speed 3348.67 samples/sec Loss 0.5709 LearningRate 0.0084 Epoch: 14 Global Step: 237160 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:42,291-Speed 3343.14 samples/sec Loss 0.5696 LearningRate 0.0084 Epoch: 14 Global Step: 237170 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:45,408-Speed 3286.53 samples/sec Loss 0.5917 LearningRate 0.0084 Epoch: 14 Global Step: 237180 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:48,544-Speed 3266.04 samples/sec Loss 0.5921 LearningRate 0.0084 Epoch: 14 Global Step: 237190 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:51,608-Speed 3341.97 samples/sec Loss 0.6028 LearningRate 0.0084 Epoch: 14 Global Step: 237200 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:54,683-Speed 3330.70 samples/sec Loss 0.5713 LearningRate 0.0084 Epoch: 14 Global Step: 237210 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:20:57,768-Speed 3320.81 samples/sec Loss 0.5537 LearningRate 0.0084 Epoch: 14 Global Step: 237220 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:00,863-Speed 3308.88 samples/sec Loss 0.5603 LearningRate 0.0084 Epoch: 14 Global Step: 237230 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:04,124-Speed 3141.18 samples/sec Loss 0.5773 LearningRate 0.0084 Epoch: 14 Global Step: 237240 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:07,269-Speed 3256.74 samples/sec Loss 0.5888 LearningRate 0.0084 Epoch: 14 Global Step: 237250 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:10,417-Speed 3253.95 samples/sec Loss 0.5919 LearningRate 0.0084 Epoch: 14 Global Step: 237260 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:21:13,474-Speed 3350.51 samples/sec Loss 0.5483 LearningRate 0.0084 Epoch: 14 Global Step: 237270 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:21:16,525-Speed 3356.80 samples/sec Loss 0.5716 LearningRate 0.0084 Epoch: 14 Global Step: 237280 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:19,585-Speed 3346.57 samples/sec Loss 0.5449 LearningRate 0.0084 Epoch: 14 Global Step: 237290 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:22,643-Speed 3349.20 samples/sec Loss 0.5801 LearningRate 0.0084 Epoch: 14 Global Step: 237300 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:25,709-Speed 3340.90 samples/sec Loss 0.5704 LearningRate 0.0084 Epoch: 14 Global Step: 237310 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:28,785-Speed 3329.68 samples/sec Loss 0.5852 LearningRate 0.0084 Epoch: 14 Global Step: 237320 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:31,841-Speed 3352.13 samples/sec Loss 0.5734 LearningRate 0.0084 Epoch: 14 Global Step: 237330 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:34,909-Speed 3338.17 samples/sec Loss 0.5722 LearningRate 0.0084 Epoch: 14 Global Step: 237340 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:38,010-Speed 3303.34 samples/sec Loss 0.6191 LearningRate 0.0084 Epoch: 14 Global Step: 237350 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:41,147-Speed 3264.67 samples/sec Loss 0.5514 LearningRate 0.0083 Epoch: 14 Global Step: 237360 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:44,270-Speed 3279.41 samples/sec Loss 0.5962 LearningRate 0.0083 Epoch: 14 Global Step: 237370 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:21:47,438-Speed 3233.23 samples/sec Loss 0.5826 LearningRate 0.0083 Epoch: 14 Global Step: 237380 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:21:50,512-Speed 3331.95 samples/sec Loss 0.5635 LearningRate 0.0083 Epoch: 14 Global Step: 237390 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:21:53,579-Speed 3339.91 samples/sec Loss 0.5691 LearningRate 0.0083 Epoch: 14 Global Step: 237400 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:21:56,665-Speed 3318.79 samples/sec Loss 0.6206 LearningRate 0.0083 Epoch: 14 Global Step: 237410 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:21:59,731-Speed 3341.06 samples/sec Loss 0.6160 LearningRate 0.0083 Epoch: 14 Global Step: 237420 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:02,798-Speed 3339.42 samples/sec Loss 0.5959 LearningRate 0.0083 Epoch: 14 Global Step: 237430 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:05,855-Speed 3349.85 samples/sec Loss 0.6071 LearningRate 0.0083 Epoch: 14 Global Step: 237440 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:08,907-Speed 3355.77 samples/sec Loss 0.6102 LearningRate 0.0083 Epoch: 14 Global Step: 237450 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:11,984-Speed 3328.94 samples/sec Loss 0.5717 LearningRate 0.0083 Epoch: 14 Global Step: 237460 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:15,055-Speed 3334.94 samples/sec Loss 0.5561 LearningRate 0.0083 Epoch: 14 Global Step: 237470 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:18,124-Speed 3337.57 samples/sec Loss 0.6047 LearningRate 0.0083 Epoch: 14 Global Step: 237480 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:21,184-Speed 3347.46 samples/sec Loss 0.5933 LearningRate 0.0083 Epoch: 14 Global Step: 237490 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:24,249-Speed 3342.36 samples/sec Loss 0.5777 LearningRate 0.0083 Epoch: 14 Global Step: 237500 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:27,341-Speed 3312.40 samples/sec Loss 0.5386 LearningRate 0.0083 Epoch: 14 Global Step: 237510 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:30,403-Speed 3344.36 samples/sec Loss 0.6006 LearningRate 0.0083 Epoch: 14 Global Step: 237520 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:33,477-Speed 3331.99 samples/sec Loss 0.5998 LearningRate 0.0083 Epoch: 14 Global Step: 237530 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:36,545-Speed 3338.03 samples/sec Loss 0.6058 LearningRate 0.0083 Epoch: 14 Global Step: 237540 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:22:39,758-Speed 3188.04 samples/sec Loss 0.5832 LearningRate 0.0083 Epoch: 14 Global Step: 237550 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:42,866-Speed 3295.65 samples/sec Loss 0.5626 LearningRate 0.0083 Epoch: 14 Global Step: 237560 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:45,936-Speed 3336.44 samples/sec Loss 0.5809 LearningRate 0.0083 Epoch: 14 Global Step: 237570 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:49,064-Speed 3275.04 samples/sec Loss 0.5977 LearningRate 0.0083 Epoch: 14 Global Step: 237580 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:52,128-Speed 3342.34 samples/sec Loss 0.5584 LearningRate 0.0083 Epoch: 14 Global Step: 237590 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:55,190-Speed 3345.04 samples/sec Loss 0.5507 LearningRate 0.0083 Epoch: 14 Global Step: 237600 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:22:58,269-Speed 3326.37 samples/sec Loss 0.5949 LearningRate 0.0083 Epoch: 14 Global Step: 237610 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:01,334-Speed 3341.46 samples/sec Loss 0.5933 LearningRate 0.0083 Epoch: 14 Global Step: 237620 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:04,410-Speed 3329.94 samples/sec Loss 0.5966 LearningRate 0.0083 Epoch: 14 Global Step: 237630 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:07,473-Speed 3344.02 samples/sec Loss 0.5712 LearningRate 0.0083 Epoch: 14 Global Step: 237640 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:10,543-Speed 3335.92 samples/sec Loss 0.6166 LearningRate 0.0083 Epoch: 14 Global Step: 237650 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:13,625-Speed 3323.83 samples/sec Loss 0.5857 LearningRate 0.0083 Epoch: 14 Global Step: 237660 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:16,755-Speed 3272.53 samples/sec Loss 0.5693 LearningRate 0.0083 Epoch: 14 Global Step: 237670 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:19,825-Speed 3336.00 samples/sec Loss 0.5896 LearningRate 0.0083 Epoch: 14 Global Step: 237680 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:22,888-Speed 3344.60 samples/sec Loss 0.5709 LearningRate 0.0083 Epoch: 14 Global Step: 237690 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:26,044-Speed 3244.58 samples/sec Loss 0.5508 LearningRate 0.0083 Epoch: 14 Global Step: 237700 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:29,128-Speed 3321.60 samples/sec Loss 0.5643 LearningRate 0.0083 Epoch: 14 Global Step: 237710 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:32,254-Speed 3276.16 samples/sec Loss 0.5669 LearningRate 0.0083 Epoch: 14 Global Step: 237720 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:35,343-Speed 3315.82 samples/sec Loss 0.5929 LearningRate 0.0083 Epoch: 14 Global Step: 237730 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:23:38,413-Speed 3336.41 samples/sec Loss 0.5994 LearningRate 0.0083 Epoch: 14 Global Step: 237740 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:23:41,477-Speed 3342.32 samples/sec Loss 0.5767 LearningRate 0.0083 Epoch: 14 Global Step: 237750 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:23:44,538-Speed 3346.41 samples/sec Loss 0.5847 LearningRate 0.0083 Epoch: 14 Global Step: 237760 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:23:47,621-Speed 3321.82 samples/sec Loss 0.5634 LearningRate 0.0083 Epoch: 14 Global Step: 237770 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:23:50,698-Speed 3329.48 samples/sec Loss 0.5769 LearningRate 0.0083 Epoch: 14 Global Step: 237780 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:23:53,761-Speed 3343.89 samples/sec Loss 0.6006 LearningRate 0.0083 Epoch: 14 Global Step: 237790 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:23:56,806-Speed 3362.75 samples/sec Loss 0.5871 LearningRate 0.0083 Epoch: 14 Global Step: 237800 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:23:59,865-Speed 3347.96 samples/sec Loss 0.5946 LearningRate 0.0083 Epoch: 14 Global Step: 237810 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:02,943-Speed 3327.91 samples/sec Loss 0.5774 LearningRate 0.0083 Epoch: 14 Global Step: 237820 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:06,017-Speed 3331.61 samples/sec Loss 0.5873 LearningRate 0.0083 Epoch: 14 Global Step: 237830 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:09,078-Speed 3346.33 samples/sec Loss 0.5749 LearningRate 0.0083 Epoch: 14 Global Step: 237840 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:12,154-Speed 3330.35 samples/sec Loss 0.5939 LearningRate 0.0083 Epoch: 14 Global Step: 237850 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:15,215-Speed 3346.39 samples/sec Loss 0.5856 LearningRate 0.0083 Epoch: 14 Global Step: 237860 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:18,304-Speed 3315.51 samples/sec Loss 0.5695 LearningRate 0.0083 Epoch: 14 Global Step: 237870 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:21,374-Speed 3335.97 samples/sec Loss 0.6043 LearningRate 0.0083 Epoch: 14 Global Step: 237880 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:24,445-Speed 3335.30 samples/sec Loss 0.5752 LearningRate 0.0083 Epoch: 14 Global Step: 237890 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:24:27,523-Speed 3327.22 samples/sec Loss 0.6038 LearningRate 0.0083 Epoch: 14 Global Step: 237900 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:30,583-Speed 3347.20 samples/sec Loss 0.5927 LearningRate 0.0083 Epoch: 14 Global Step: 237910 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:33,679-Speed 3308.51 samples/sec Loss 0.5966 LearningRate 0.0083 Epoch: 14 Global Step: 237920 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:36,741-Speed 3345.15 samples/sec Loss 0.6241 LearningRate 0.0083 Epoch: 14 Global Step: 237930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:39,802-Speed 3346.26 samples/sec Loss 0.5854 LearningRate 0.0082 Epoch: 14 Global Step: 237940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:42,886-Speed 3321.09 samples/sec Loss 0.5802 LearningRate 0.0082 Epoch: 14 Global Step: 237950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:45,952-Speed 3340.51 samples/sec Loss 0.6067 LearningRate 0.0082 Epoch: 14 Global Step: 237960 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:49,018-Speed 3340.49 samples/sec Loss 0.5911 LearningRate 0.0082 Epoch: 14 Global Step: 237970 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:52,101-Speed 3322.72 samples/sec Loss 0.6363 LearningRate 0.0082 Epoch: 14 Global Step: 237980 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:55,165-Speed 3342.08 samples/sec Loss 0.5910 LearningRate 0.0082 Epoch: 14 Global Step: 237990 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:24:58,253-Speed 3316.56 samples/sec Loss 0.5964 LearningRate 0.0082 Epoch: 14 Global Step: 238000 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:25:41,889-[lfw][238000]XNorm: 22.044165 Training: 2022-04-12 00:25:41,889-[lfw][238000]Accuracy-Flip: 0.99767+-0.00281 Training: 2022-04-12 00:25:41,890-[lfw][238000]Accuracy-Highest: 0.99817 Training: 2022-04-12 00:26:32,765-[cfp_fp][238000]XNorm: 22.945901 Training: 2022-04-12 00:26:32,766-[cfp_fp][238000]Accuracy-Flip: 0.99186+-0.00373 Training: 2022-04-12 00:26:32,766-[cfp_fp][238000]Accuracy-Highest: 0.99186 Training: 2022-04-12 00:27:16,779-[agedb_30][238000]XNorm: 23.365036 Training: 2022-04-12 00:27:16,780-[agedb_30][238000]Accuracy-Flip: 0.98533+-0.00605 Training: 2022-04-12 00:27:16,780-[agedb_30][238000]Accuracy-Highest: 0.98567 Training: 2022-04-12 00:27:19,874-Speed 72.31 samples/sec Loss 0.5862 LearningRate 0.0082 Epoch: 14 Global Step: 238010 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:22,925-Speed 3355.93 samples/sec Loss 0.5826 LearningRate 0.0082 Epoch: 14 Global Step: 238020 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:25,978-Speed 3355.58 samples/sec Loss 0.6006 LearningRate 0.0082 Epoch: 14 Global Step: 238030 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:29,026-Speed 3359.75 samples/sec Loss 0.5684 LearningRate 0.0082 Epoch: 14 Global Step: 238040 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:32,086-Speed 3347.12 samples/sec Loss 0.5927 LearningRate 0.0082 Epoch: 14 Global Step: 238050 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:35,156-Speed 3336.20 samples/sec Loss 0.5976 LearningRate 0.0082 Epoch: 14 Global Step: 238060 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:38,212-Speed 3352.62 samples/sec Loss 0.5771 LearningRate 0.0082 Epoch: 14 Global Step: 238070 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:41,276-Speed 3342.33 samples/sec Loss 0.5786 LearningRate 0.0082 Epoch: 14 Global Step: 238080 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:27:44,359-Speed 3321.88 samples/sec Loss 0.5782 LearningRate 0.0082 Epoch: 14 Global Step: 238090 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:27:47,476-Speed 3286.27 samples/sec Loss 0.5933 LearningRate 0.0082 Epoch: 14 Global Step: 238100 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:27:50,550-Speed 3332.05 samples/sec Loss 0.5946 LearningRate 0.0082 Epoch: 14 Global Step: 238110 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:27:53,679-Speed 3273.42 samples/sec Loss 0.5781 LearningRate 0.0082 Epoch: 14 Global Step: 238120 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:27:56,745-Speed 3339.77 samples/sec Loss 0.5860 LearningRate 0.0082 Epoch: 14 Global Step: 238130 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:27:59,803-Speed 3349.30 samples/sec Loss 0.5776 LearningRate 0.0082 Epoch: 14 Global Step: 238140 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:28:02,873-Speed 3336.15 samples/sec Loss 0.6043 LearningRate 0.0082 Epoch: 14 Global Step: 238150 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:28:05,980-Speed 3297.06 samples/sec Loss 0.5942 LearningRate 0.0082 Epoch: 14 Global Step: 238160 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:28:09,050-Speed 3336.29 samples/sec Loss 0.6174 LearningRate 0.0082 Epoch: 14 Global Step: 238170 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:28:12,112-Speed 3345.36 samples/sec Loss 0.6068 LearningRate 0.0082 Epoch: 14 Global Step: 238180 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:28:15,179-Speed 3338.84 samples/sec Loss 0.5887 LearningRate 0.0082 Epoch: 14 Global Step: 238190 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:18,244-Speed 3341.96 samples/sec Loss 0.5962 LearningRate 0.0082 Epoch: 14 Global Step: 238200 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:21,310-Speed 3340.82 samples/sec Loss 0.5850 LearningRate 0.0082 Epoch: 14 Global Step: 238210 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:24,383-Speed 3333.02 samples/sec Loss 0.6563 LearningRate 0.0082 Epoch: 14 Global Step: 238220 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:27,454-Speed 3335.41 samples/sec Loss 0.6125 LearningRate 0.0082 Epoch: 14 Global Step: 238230 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:30,532-Speed 3327.32 samples/sec Loss 0.6111 LearningRate 0.0082 Epoch: 14 Global Step: 238240 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:33,605-Speed 3333.65 samples/sec Loss 0.5683 LearningRate 0.0082 Epoch: 14 Global Step: 238250 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:36,683-Speed 3327.74 samples/sec Loss 0.5915 LearningRate 0.0082 Epoch: 14 Global Step: 238260 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:39,748-Speed 3340.78 samples/sec Loss 0.5792 LearningRate 0.0082 Epoch: 14 Global Step: 238270 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:42,816-Speed 3339.21 samples/sec Loss 0.5967 LearningRate 0.0082 Epoch: 14 Global Step: 238280 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:45,874-Speed 3349.17 samples/sec Loss 0.5667 LearningRate 0.0082 Epoch: 14 Global Step: 238290 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:48,937-Speed 3344.12 samples/sec Loss 0.5858 LearningRate 0.0082 Epoch: 14 Global Step: 238300 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:52,007-Speed 3336.01 samples/sec Loss 0.5701 LearningRate 0.0082 Epoch: 14 Global Step: 238310 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:55,081-Speed 3332.02 samples/sec Loss 0.5977 LearningRate 0.0082 Epoch: 14 Global Step: 238320 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:28:58,167-Speed 3318.32 samples/sec Loss 0.6035 LearningRate 0.0082 Epoch: 14 Global Step: 238330 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:01,259-Speed 3313.33 samples/sec Loss 0.5907 LearningRate 0.0082 Epoch: 14 Global Step: 238340 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:04,462-Speed 3198.31 samples/sec Loss 0.5951 LearningRate 0.0082 Epoch: 14 Global Step: 238350 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:07,542-Speed 3324.45 samples/sec Loss 0.6086 LearningRate 0.0082 Epoch: 14 Global Step: 238360 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:10,623-Speed 3324.84 samples/sec Loss 0.5848 LearningRate 0.0082 Epoch: 14 Global Step: 238370 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:13,700-Speed 3329.03 samples/sec Loss 0.5796 LearningRate 0.0082 Epoch: 14 Global Step: 238380 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:16,773-Speed 3332.68 samples/sec Loss 0.5752 LearningRate 0.0082 Epoch: 14 Global Step: 238390 Fp16 Grad Scale: 262144 Required: 10 hours Training: 2022-04-12 00:29:19,824-Speed 3356.83 samples/sec Loss 0.5778 LearningRate 0.0082 Epoch: 14 Global Step: 238400 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:22,892-Speed 3337.64 samples/sec Loss 0.5583 LearningRate 0.0082 Epoch: 14 Global Step: 238410 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:25,952-Speed 3347.39 samples/sec Loss 0.5937 LearningRate 0.0082 Epoch: 14 Global Step: 238420 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:29,052-Speed 3304.72 samples/sec Loss 0.5683 LearningRate 0.0082 Epoch: 14 Global Step: 238430 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:32,112-Speed 3347.77 samples/sec Loss 0.6033 LearningRate 0.0082 Epoch: 14 Global Step: 238440 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:35,176-Speed 3343.46 samples/sec Loss 0.6086 LearningRate 0.0082 Epoch: 14 Global Step: 238450 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:38,251-Speed 3330.01 samples/sec Loss 0.5803 LearningRate 0.0082 Epoch: 14 Global Step: 238460 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:41,311-Speed 3347.81 samples/sec Loss 0.5734 LearningRate 0.0082 Epoch: 14 Global Step: 238470 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:44,379-Speed 3338.33 samples/sec Loss 0.6143 LearningRate 0.0082 Epoch: 14 Global Step: 238480 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:29:47,432-Speed 3355.03 samples/sec Loss 0.6227 LearningRate 0.0082 Epoch: 14 Global Step: 238490 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:29:50,504-Speed 3333.82 samples/sec Loss 0.6213 LearningRate 0.0082 Epoch: 14 Global Step: 238500 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:29:53,589-Speed 3320.32 samples/sec Loss 0.6031 LearningRate 0.0082 Epoch: 14 Global Step: 238510 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:29:56,673-Speed 3321.25 samples/sec Loss 0.6295 LearningRate 0.0082 Epoch: 14 Global Step: 238520 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:29:59,784-Speed 3292.44 samples/sec Loss 0.5999 LearningRate 0.0081 Epoch: 14 Global Step: 238530 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:30:02,866-Speed 3322.87 samples/sec Loss 0.6234 LearningRate 0.0081 Epoch: 14 Global Step: 238540 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:30:05,974-Speed 3295.56 samples/sec Loss 0.5966 LearningRate 0.0081 Epoch: 14 Global Step: 238550 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:30:09,035-Speed 3345.74 samples/sec Loss 0.5895 LearningRate 0.0081 Epoch: 14 Global Step: 238560 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:30:12,099-Speed 3344.19 samples/sec Loss 0.5890 LearningRate 0.0081 Epoch: 14 Global Step: 238570 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:30:15,204-Speed 3298.61 samples/sec Loss 0.6283 LearningRate 0.0081 Epoch: 14 Global Step: 238580 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:30:18,274-Speed 3336.31 samples/sec Loss 0.5942 LearningRate 0.0081 Epoch: 14 Global Step: 238590 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:30:21,419-Speed 3256.35 samples/sec Loss 0.5717 LearningRate 0.0081 Epoch: 14 Global Step: 238600 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:24,497-Speed 3328.36 samples/sec Loss 0.5817 LearningRate 0.0081 Epoch: 14 Global Step: 238610 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:27,612-Speed 3288.21 samples/sec Loss 0.5894 LearningRate 0.0081 Epoch: 14 Global Step: 238620 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:30,696-Speed 3320.58 samples/sec Loss 0.5741 LearningRate 0.0081 Epoch: 14 Global Step: 238630 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:33,780-Speed 3321.80 samples/sec Loss 0.6012 LearningRate 0.0081 Epoch: 14 Global Step: 238640 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:36,848-Speed 3337.52 samples/sec Loss 0.6175 LearningRate 0.0081 Epoch: 14 Global Step: 238650 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:39,925-Speed 3328.42 samples/sec Loss 0.6101 LearningRate 0.0081 Epoch: 14 Global Step: 238660 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:42,999-Speed 3332.21 samples/sec Loss 0.5875 LearningRate 0.0081 Epoch: 14 Global Step: 238670 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:46,078-Speed 3326.52 samples/sec Loss 0.6058 LearningRate 0.0081 Epoch: 14 Global Step: 238680 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:49,144-Speed 3340.18 samples/sec Loss 0.6167 LearningRate 0.0081 Epoch: 14 Global Step: 238690 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:52,210-Speed 3341.58 samples/sec Loss 0.5994 LearningRate 0.0081 Epoch: 14 Global Step: 238700 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:55,339-Speed 3272.88 samples/sec Loss 0.6059 LearningRate 0.0081 Epoch: 14 Global Step: 238710 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:30:58,424-Speed 3319.98 samples/sec Loss 0.6209 LearningRate 0.0081 Epoch: 14 Global Step: 238720 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:01,491-Speed 3339.80 samples/sec Loss 0.6238 LearningRate 0.0081 Epoch: 14 Global Step: 238730 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:04,552-Speed 3346.14 samples/sec Loss 0.5856 LearningRate 0.0081 Epoch: 14 Global Step: 238740 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:07,616-Speed 3342.78 samples/sec Loss 0.5851 LearningRate 0.0081 Epoch: 14 Global Step: 238750 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:10,685-Speed 3336.94 samples/sec Loss 0.5778 LearningRate 0.0081 Epoch: 14 Global Step: 238760 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:13,751-Speed 3340.69 samples/sec Loss 0.6143 LearningRate 0.0081 Epoch: 14 Global Step: 238770 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:16,830-Speed 3326.66 samples/sec Loss 0.6339 LearningRate 0.0081 Epoch: 14 Global Step: 238780 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:19,977-Speed 3255.15 samples/sec Loss 0.5816 LearningRate 0.0081 Epoch: 14 Global Step: 238790 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:23,043-Speed 3340.75 samples/sec Loss 0.6206 LearningRate 0.0081 Epoch: 14 Global Step: 238800 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:26,163-Speed 3282.14 samples/sec Loss 0.6037 LearningRate 0.0081 Epoch: 14 Global Step: 238810 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:29,262-Speed 3305.49 samples/sec Loss 0.6054 LearningRate 0.0081 Epoch: 14 Global Step: 238820 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:32,470-Speed 3192.60 samples/sec Loss 0.5674 LearningRate 0.0081 Epoch: 14 Global Step: 238830 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:35,535-Speed 3341.75 samples/sec Loss 0.5532 LearningRate 0.0081 Epoch: 14 Global Step: 238840 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:38,611-Speed 3329.31 samples/sec Loss 0.5880 LearningRate 0.0081 Epoch: 14 Global Step: 238850 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:41,707-Speed 3308.54 samples/sec Loss 0.5868 LearningRate 0.0081 Epoch: 14 Global Step: 238860 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:44,790-Speed 3322.50 samples/sec Loss 0.6134 LearningRate 0.0081 Epoch: 14 Global Step: 238870 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:31:47,861-Speed 3335.82 samples/sec Loss 0.5978 LearningRate 0.0081 Epoch: 14 Global Step: 238880 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:50,929-Speed 3338.22 samples/sec Loss 0.6023 LearningRate 0.0081 Epoch: 14 Global Step: 238890 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:53,994-Speed 3340.98 samples/sec Loss 0.5945 LearningRate 0.0081 Epoch: 14 Global Step: 238900 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:31:57,057-Speed 3344.04 samples/sec Loss 0.6031 LearningRate 0.0081 Epoch: 14 Global Step: 238910 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:32:00,173-Speed 3287.67 samples/sec Loss 0.5919 LearningRate 0.0081 Epoch: 14 Global Step: 238920 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:32:03,291-Speed 3284.77 samples/sec Loss 0.5682 LearningRate 0.0081 Epoch: 14 Global Step: 238930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:32:06,380-Speed 3314.96 samples/sec Loss 0.5801 LearningRate 0.0081 Epoch: 14 Global Step: 238940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:32:09,460-Speed 3325.18 samples/sec Loss 0.6265 LearningRate 0.0081 Epoch: 14 Global Step: 238950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:32:12,571-Speed 3292.61 samples/sec Loss 0.6057 LearningRate 0.0081 Epoch: 14 Global Step: 238960 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:32:15,637-Speed 3341.50 samples/sec Loss 0.6197 LearningRate 0.0081 Epoch: 14 Global Step: 238970 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:32:18,698-Speed 3345.94 samples/sec Loss 0.6016 LearningRate 0.0081 Epoch: 14 Global Step: 238980 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:21,790-Speed 3311.91 samples/sec Loss 0.5838 LearningRate 0.0081 Epoch: 14 Global Step: 238990 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:24,859-Speed 3337.54 samples/sec Loss 0.5858 LearningRate 0.0081 Epoch: 14 Global Step: 239000 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:27,947-Speed 3317.24 samples/sec Loss 0.6400 LearningRate 0.0081 Epoch: 14 Global Step: 239010 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:31,016-Speed 3336.84 samples/sec Loss 0.5957 LearningRate 0.0081 Epoch: 14 Global Step: 239020 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:34,097-Speed 3324.10 samples/sec Loss 0.6026 LearningRate 0.0081 Epoch: 14 Global Step: 239030 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:37,288-Speed 3210.04 samples/sec Loss 0.6062 LearningRate 0.0081 Epoch: 14 Global Step: 239040 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:40,393-Speed 3299.11 samples/sec Loss 0.6069 LearningRate 0.0081 Epoch: 14 Global Step: 239050 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:43,462-Speed 3337.48 samples/sec Loss 0.5832 LearningRate 0.0081 Epoch: 14 Global Step: 239060 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:46,533-Speed 3334.93 samples/sec Loss 0.6073 LearningRate 0.0081 Epoch: 14 Global Step: 239070 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:49,591-Speed 3349.10 samples/sec Loss 0.6142 LearningRate 0.0081 Epoch: 14 Global Step: 239080 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:52,754-Speed 3237.93 samples/sec Loss 0.6177 LearningRate 0.0081 Epoch: 14 Global Step: 239090 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:55,848-Speed 3310.52 samples/sec Loss 0.6059 LearningRate 0.0081 Epoch: 14 Global Step: 239100 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:32:58,921-Speed 3333.50 samples/sec Loss 0.6044 LearningRate 0.0080 Epoch: 14 Global Step: 239110 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:02,041-Speed 3282.56 samples/sec Loss 0.6080 LearningRate 0.0080 Epoch: 14 Global Step: 239120 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:05,254-Speed 3188.02 samples/sec Loss 0.5914 LearningRate 0.0080 Epoch: 14 Global Step: 239130 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:08,398-Speed 3258.14 samples/sec Loss 0.5803 LearningRate 0.0080 Epoch: 14 Global Step: 239140 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:11,514-Speed 3286.11 samples/sec Loss 0.6177 LearningRate 0.0080 Epoch: 14 Global Step: 239150 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:14,589-Speed 3330.70 samples/sec Loss 0.6162 LearningRate 0.0080 Epoch: 14 Global Step: 239160 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:17,719-Speed 3272.53 samples/sec Loss 0.5859 LearningRate 0.0080 Epoch: 14 Global Step: 239170 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:20,819-Speed 3304.23 samples/sec Loss 0.5749 LearningRate 0.0080 Epoch: 14 Global Step: 239180 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:23,887-Speed 3338.05 samples/sec Loss 0.6113 LearningRate 0.0080 Epoch: 14 Global Step: 239190 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:26,956-Speed 3337.28 samples/sec Loss 0.6303 LearningRate 0.0080 Epoch: 14 Global Step: 239200 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:30,036-Speed 3326.55 samples/sec Loss 0.6182 LearningRate 0.0080 Epoch: 14 Global Step: 239210 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:33,107-Speed 3335.28 samples/sec Loss 0.5818 LearningRate 0.0080 Epoch: 14 Global Step: 239220 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:36,175-Speed 3339.03 samples/sec Loss 0.5536 LearningRate 0.0080 Epoch: 14 Global Step: 239230 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:39,244-Speed 3336.83 samples/sec Loss 0.5905 LearningRate 0.0080 Epoch: 14 Global Step: 239240 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:42,320-Speed 3329.91 samples/sec Loss 0.6171 LearningRate 0.0080 Epoch: 14 Global Step: 239250 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:45,398-Speed 3327.18 samples/sec Loss 0.6101 LearningRate 0.0080 Epoch: 14 Global Step: 239260 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:48,469-Speed 3335.45 samples/sec Loss 0.6139 LearningRate 0.0080 Epoch: 14 Global Step: 239270 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:51,538-Speed 3336.87 samples/sec Loss 0.5972 LearningRate 0.0080 Epoch: 14 Global Step: 239280 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:33:54,593-Speed 3352.61 samples/sec Loss 0.6211 LearningRate 0.0080 Epoch: 14 Global Step: 239290 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:33:57,664-Speed 3335.11 samples/sec Loss 0.6108 LearningRate 0.0080 Epoch: 14 Global Step: 239300 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:00,737-Speed 3333.28 samples/sec Loss 0.6210 LearningRate 0.0080 Epoch: 14 Global Step: 239310 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:03,820-Speed 3322.72 samples/sec Loss 0.5997 LearningRate 0.0080 Epoch: 14 Global Step: 239320 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:06,952-Speed 3270.18 samples/sec Loss 0.5711 LearningRate 0.0080 Epoch: 14 Global Step: 239330 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:10,034-Speed 3323.04 samples/sec Loss 0.5905 LearningRate 0.0080 Epoch: 14 Global Step: 239340 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:13,100-Speed 3340.44 samples/sec Loss 0.5919 LearningRate 0.0080 Epoch: 14 Global Step: 239350 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:16,216-Speed 3287.66 samples/sec Loss 0.6137 LearningRate 0.0080 Epoch: 14 Global Step: 239360 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:19,293-Speed 3328.41 samples/sec Loss 0.6287 LearningRate 0.0080 Epoch: 14 Global Step: 239370 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:22,444-Speed 3250.73 samples/sec Loss 0.6162 LearningRate 0.0080 Epoch: 14 Global Step: 239380 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:25,503-Speed 3347.89 samples/sec Loss 0.6170 LearningRate 0.0080 Epoch: 14 Global Step: 239390 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:28,573-Speed 3336.26 samples/sec Loss 0.6078 LearningRate 0.0080 Epoch: 14 Global Step: 239400 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:34:31,631-Speed 3349.67 samples/sec Loss 0.6151 LearningRate 0.0080 Epoch: 14 Global Step: 239410 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:34,720-Speed 3316.07 samples/sec Loss 0.5969 LearningRate 0.0080 Epoch: 14 Global Step: 239420 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:37,929-Speed 3191.73 samples/sec Loss 0.6011 LearningRate 0.0080 Epoch: 14 Global Step: 239430 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:41,004-Speed 3330.86 samples/sec Loss 0.5806 LearningRate 0.0080 Epoch: 14 Global Step: 239440 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:44,109-Speed 3298.77 samples/sec Loss 0.6256 LearningRate 0.0080 Epoch: 14 Global Step: 239450 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:47,190-Speed 3323.48 samples/sec Loss 0.5666 LearningRate 0.0080 Epoch: 14 Global Step: 239460 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:50,297-Speed 3296.59 samples/sec Loss 0.6135 LearningRate 0.0080 Epoch: 14 Global Step: 239470 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:53,411-Speed 3289.37 samples/sec Loss 0.6175 LearningRate 0.0080 Epoch: 14 Global Step: 239480 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:56,483-Speed 3334.77 samples/sec Loss 0.5986 LearningRate 0.0080 Epoch: 14 Global Step: 239490 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:34:59,566-Speed 3322.12 samples/sec Loss 0.6060 LearningRate 0.0080 Epoch: 14 Global Step: 239500 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:35:02,633-Speed 3339.37 samples/sec Loss 0.6068 LearningRate 0.0080 Epoch: 14 Global Step: 239510 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:05,734-Speed 3302.49 samples/sec Loss 0.6283 LearningRate 0.0080 Epoch: 14 Global Step: 239520 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:08,820-Speed 3318.90 samples/sec Loss 0.6170 LearningRate 0.0080 Epoch: 14 Global Step: 239530 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:11,913-Speed 3311.41 samples/sec Loss 0.6041 LearningRate 0.0080 Epoch: 14 Global Step: 239540 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:14,980-Speed 3339.10 samples/sec Loss 0.6179 LearningRate 0.0080 Epoch: 14 Global Step: 239550 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:18,088-Speed 3295.78 samples/sec Loss 0.5848 LearningRate 0.0080 Epoch: 14 Global Step: 239560 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:21,190-Speed 3301.92 samples/sec Loss 0.6160 LearningRate 0.0080 Epoch: 14 Global Step: 239570 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:24,292-Speed 3302.32 samples/sec Loss 0.6126 LearningRate 0.0080 Epoch: 14 Global Step: 239580 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:27,377-Speed 3319.81 samples/sec Loss 0.6231 LearningRate 0.0080 Epoch: 14 Global Step: 239590 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:30,448-Speed 3335.76 samples/sec Loss 0.6181 LearningRate 0.0080 Epoch: 14 Global Step: 239600 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:35:33,555-Speed 3295.98 samples/sec Loss 0.6035 LearningRate 0.0080 Epoch: 14 Global Step: 239610 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:36,627-Speed 3334.60 samples/sec Loss 0.6102 LearningRate 0.0080 Epoch: 14 Global Step: 239620 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:39,705-Speed 3327.02 samples/sec Loss 0.5790 LearningRate 0.0080 Epoch: 14 Global Step: 239630 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:42,782-Speed 3328.80 samples/sec Loss 0.6005 LearningRate 0.0080 Epoch: 14 Global Step: 239640 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:45,881-Speed 3305.67 samples/sec Loss 0.5759 LearningRate 0.0080 Epoch: 14 Global Step: 239650 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:48,985-Speed 3299.47 samples/sec Loss 0.6029 LearningRate 0.0080 Epoch: 14 Global Step: 239660 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:52,055-Speed 3336.36 samples/sec Loss 0.5713 LearningRate 0.0080 Epoch: 14 Global Step: 239670 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:55,123-Speed 3339.11 samples/sec Loss 0.5975 LearningRate 0.0080 Epoch: 14 Global Step: 239680 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:35:58,196-Speed 3332.08 samples/sec Loss 0.5967 LearningRate 0.0080 Epoch: 14 Global Step: 239690 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:01,266-Speed 3336.56 samples/sec Loss 0.5913 LearningRate 0.0079 Epoch: 14 Global Step: 239700 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:04,326-Speed 3347.45 samples/sec Loss 0.6168 LearningRate 0.0079 Epoch: 14 Global Step: 239710 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:07,469-Speed 3258.80 samples/sec Loss 0.5979 LearningRate 0.0079 Epoch: 14 Global Step: 239720 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:10,646-Speed 3223.56 samples/sec Loss 0.6203 LearningRate 0.0079 Epoch: 14 Global Step: 239730 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:13,715-Speed 3337.79 samples/sec Loss 0.6043 LearningRate 0.0079 Epoch: 14 Global Step: 239740 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:16,891-Speed 3225.16 samples/sec Loss 0.6140 LearningRate 0.0079 Epoch: 14 Global Step: 239750 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:19,994-Speed 3300.51 samples/sec Loss 0.6280 LearningRate 0.0079 Epoch: 14 Global Step: 239760 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:23,153-Speed 3242.67 samples/sec Loss 0.5938 LearningRate 0.0079 Epoch: 14 Global Step: 239770 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:26,320-Speed 3234.07 samples/sec Loss 0.5638 LearningRate 0.0079 Epoch: 14 Global Step: 239780 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:29,442-Speed 3280.24 samples/sec Loss 0.6066 LearningRate 0.0079 Epoch: 14 Global Step: 239790 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:32,519-Speed 3328.54 samples/sec Loss 0.6016 LearningRate 0.0079 Epoch: 14 Global Step: 239800 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:35,615-Speed 3308.30 samples/sec Loss 0.6047 LearningRate 0.0079 Epoch: 14 Global Step: 239810 Fp16 Grad Scale: 262144 Required: 10 hours Training: 2022-04-12 00:36:38,678-Speed 3344.08 samples/sec Loss 0.6005 LearningRate 0.0079 Epoch: 14 Global Step: 239820 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:41,782-Speed 3300.33 samples/sec Loss 0.6453 LearningRate 0.0079 Epoch: 14 Global Step: 239830 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:36:44,840-Speed 3349.41 samples/sec Loss 0.5821 LearningRate 0.0079 Epoch: 14 Global Step: 239840 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:36:47,924-Speed 3320.88 samples/sec Loss 0.6153 LearningRate 0.0079 Epoch: 14 Global Step: 239850 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:36:51,003-Speed 3326.78 samples/sec Loss 0.6020 LearningRate 0.0079 Epoch: 14 Global Step: 239860 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:36:54,070-Speed 3339.13 samples/sec Loss 0.6375 LearningRate 0.0079 Epoch: 14 Global Step: 239870 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:36:57,136-Speed 3339.98 samples/sec Loss 0.5991 LearningRate 0.0079 Epoch: 14 Global Step: 239880 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:37:00,229-Speed 3311.59 samples/sec Loss 0.6161 LearningRate 0.0079 Epoch: 14 Global Step: 239890 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:37:03,308-Speed 3327.01 samples/sec Loss 0.5899 LearningRate 0.0079 Epoch: 14 Global Step: 239900 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:37:06,377-Speed 3336.64 samples/sec Loss 0.6275 LearningRate 0.0079 Epoch: 14 Global Step: 239910 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:37:09,454-Speed 3329.45 samples/sec Loss 0.5923 LearningRate 0.0079 Epoch: 14 Global Step: 239920 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:37:12,532-Speed 3327.64 samples/sec Loss 0.6182 LearningRate 0.0079 Epoch: 14 Global Step: 239930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:37:15,604-Speed 3333.61 samples/sec Loss 0.6090 LearningRate 0.0079 Epoch: 14 Global Step: 239940 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:37:18,698-Speed 3311.16 samples/sec Loss 0.6082 LearningRate 0.0079 Epoch: 14 Global Step: 239950 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:37:21,794-Speed 3307.79 samples/sec Loss 0.6055 LearningRate 0.0079 Epoch: 14 Global Step: 239960 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:37:24,871-Speed 3328.02 samples/sec Loss 0.5944 LearningRate 0.0079 Epoch: 14 Global Step: 239970 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:37:27,953-Speed 3323.49 samples/sec Loss 0.5998 LearningRate 0.0079 Epoch: 14 Global Step: 239980 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:37:31,039-Speed 3318.74 samples/sec Loss 0.6173 LearningRate 0.0079 Epoch: 14 Global Step: 239990 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:37:34,107-Speed 3339.11 samples/sec Loss 0.6158 LearningRate 0.0079 Epoch: 14 Global Step: 240000 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:38:18,078-[lfw][240000]XNorm: 19.739302 Training: 2022-04-12 00:38:18,079-[lfw][240000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 00:38:18,079-[lfw][240000]Accuracy-Highest: 0.99817 Training: 2022-04-12 00:39:09,671-[cfp_fp][240000]XNorm: 20.434585 Training: 2022-04-12 00:39:09,672-[cfp_fp][240000]Accuracy-Flip: 0.99043+-0.00414 Training: 2022-04-12 00:39:09,673-[cfp_fp][240000]Accuracy-Highest: 0.99186 Training: 2022-04-12 00:39:53,750-[agedb_30][240000]XNorm: 21.355657 Training: 2022-04-12 00:39:53,751-[agedb_30][240000]Accuracy-Flip: 0.98500+-0.00592 Training: 2022-04-12 00:39:53,751-[agedb_30][240000]Accuracy-Highest: 0.98567 Training: 2022-04-12 00:39:56,851-Speed 71.74 samples/sec Loss 0.6018 LearningRate 0.0079 Epoch: 14 Global Step: 240010 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:39:59,905-Speed 3353.49 samples/sec Loss 0.6159 LearningRate 0.0079 Epoch: 14 Global Step: 240020 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:02,961-Speed 3351.98 samples/sec Loss 0.6181 LearningRate 0.0079 Epoch: 14 Global Step: 240030 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:06,044-Speed 3322.32 samples/sec Loss 0.6387 LearningRate 0.0079 Epoch: 14 Global Step: 240040 Fp16 Grad Scale: 262144 Required: 10 hours Training: 2022-04-12 00:40:09,109-Speed 3341.87 samples/sec Loss 0.5991 LearningRate 0.0079 Epoch: 14 Global Step: 240050 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:12,170-Speed 3345.99 samples/sec Loss 0.6259 LearningRate 0.0079 Epoch: 14 Global Step: 240060 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:15,288-Speed 3285.02 samples/sec Loss 0.6161 LearningRate 0.0079 Epoch: 14 Global Step: 240070 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:18,414-Speed 3276.65 samples/sec Loss 0.6210 LearningRate 0.0079 Epoch: 14 Global Step: 240080 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:21,560-Speed 3255.64 samples/sec Loss 0.5922 LearningRate 0.0079 Epoch: 14 Global Step: 240090 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:24,620-Speed 3346.43 samples/sec Loss 0.5982 LearningRate 0.0079 Epoch: 14 Global Step: 240100 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:27,728-Speed 3296.13 samples/sec Loss 0.6335 LearningRate 0.0079 Epoch: 14 Global Step: 240110 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:30,897-Speed 3232.25 samples/sec Loss 0.5956 LearningRate 0.0079 Epoch: 14 Global Step: 240120 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:34,046-Speed 3252.17 samples/sec Loss 0.6081 LearningRate 0.0079 Epoch: 14 Global Step: 240130 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:40:37,177-Speed 3271.52 samples/sec Loss 0.6205 LearningRate 0.0079 Epoch: 14 Global Step: 240140 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:40:40,238-Speed 3346.02 samples/sec Loss 0.5848 LearningRate 0.0079 Epoch: 14 Global Step: 240150 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:40:43,317-Speed 3326.37 samples/sec Loss 0.6267 LearningRate 0.0079 Epoch: 14 Global Step: 240160 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:40:46,387-Speed 3336.66 samples/sec Loss 0.5996 LearningRate 0.0079 Epoch: 14 Global Step: 240170 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:40:49,456-Speed 3336.74 samples/sec Loss 0.5922 LearningRate 0.0079 Epoch: 14 Global Step: 240180 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:40:52,557-Speed 3303.44 samples/sec Loss 0.5978 LearningRate 0.0079 Epoch: 14 Global Step: 240190 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:40:55,633-Speed 3328.78 samples/sec Loss 0.6188 LearningRate 0.0079 Epoch: 14 Global Step: 240200 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:40:58,712-Speed 3326.95 samples/sec Loss 0.6412 LearningRate 0.0079 Epoch: 14 Global Step: 240210 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:01,794-Speed 3323.35 samples/sec Loss 0.6320 LearningRate 0.0079 Epoch: 14 Global Step: 240220 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:04,870-Speed 3330.02 samples/sec Loss 0.6526 LearningRate 0.0079 Epoch: 14 Global Step: 240230 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:07,943-Speed 3333.66 samples/sec Loss 0.6171 LearningRate 0.0079 Epoch: 14 Global Step: 240240 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:41:11,056-Speed 3289.50 samples/sec Loss 0.5857 LearningRate 0.0079 Epoch: 14 Global Step: 240250 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:14,146-Speed 3315.07 samples/sec Loss 0.6206 LearningRate 0.0079 Epoch: 14 Global Step: 240260 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:17,221-Speed 3330.57 samples/sec Loss 0.6084 LearningRate 0.0079 Epoch: 14 Global Step: 240270 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:20,293-Speed 3333.74 samples/sec Loss 0.5611 LearningRate 0.0079 Epoch: 14 Global Step: 240280 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:23,359-Speed 3340.16 samples/sec Loss 0.5780 LearningRate 0.0079 Epoch: 14 Global Step: 240290 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:26,538-Speed 3222.85 samples/sec Loss 0.6134 LearningRate 0.0078 Epoch: 14 Global Step: 240300 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:29,768-Speed 3170.42 samples/sec Loss 0.6037 LearningRate 0.0078 Epoch: 14 Global Step: 240310 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:32,893-Speed 3277.95 samples/sec Loss 0.6284 LearningRate 0.0078 Epoch: 14 Global Step: 240320 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:35,979-Speed 3319.21 samples/sec Loss 0.6156 LearningRate 0.0078 Epoch: 14 Global Step: 240330 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:39,057-Speed 3327.34 samples/sec Loss 0.6298 LearningRate 0.0078 Epoch: 14 Global Step: 240340 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:41:42,129-Speed 3333.58 samples/sec Loss 0.5839 LearningRate 0.0078 Epoch: 14 Global Step: 240350 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:41:45,202-Speed 3333.06 samples/sec Loss 0.5848 LearningRate 0.0078 Epoch: 14 Global Step: 240360 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:41:48,274-Speed 3334.17 samples/sec Loss 0.6027 LearningRate 0.0078 Epoch: 14 Global Step: 240370 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:41:51,340-Speed 3340.86 samples/sec Loss 0.6104 LearningRate 0.0078 Epoch: 14 Global Step: 240380 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:41:54,415-Speed 3331.38 samples/sec Loss 0.6168 LearningRate 0.0078 Epoch: 14 Global Step: 240390 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:41:57,473-Speed 3349.04 samples/sec Loss 0.6150 LearningRate 0.0078 Epoch: 14 Global Step: 240400 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:00,542-Speed 3337.68 samples/sec Loss 0.5948 LearningRate 0.0078 Epoch: 14 Global Step: 240410 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:03,619-Speed 3328.01 samples/sec Loss 0.6249 LearningRate 0.0078 Epoch: 14 Global Step: 240420 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:06,711-Speed 3312.57 samples/sec Loss 0.5887 LearningRate 0.0078 Epoch: 14 Global Step: 240430 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:09,771-Speed 3346.94 samples/sec Loss 0.6313 LearningRate 0.0078 Epoch: 14 Global Step: 240440 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:12,829-Speed 3349.51 samples/sec Loss 0.6140 LearningRate 0.0078 Epoch: 14 Global Step: 240450 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:15,987-Speed 3243.63 samples/sec Loss 0.5955 LearningRate 0.0078 Epoch: 14 Global Step: 240460 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:19,105-Speed 3285.16 samples/sec Loss 0.6217 LearningRate 0.0078 Epoch: 14 Global Step: 240470 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:22,183-Speed 3328.13 samples/sec Loss 0.6154 LearningRate 0.0078 Epoch: 14 Global Step: 240480 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:25,271-Speed 3316.59 samples/sec Loss 0.6210 LearningRate 0.0078 Epoch: 14 Global Step: 240490 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:28,327-Speed 3350.83 samples/sec Loss 0.6239 LearningRate 0.0078 Epoch: 14 Global Step: 240500 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:31,390-Speed 3344.66 samples/sec Loss 0.6083 LearningRate 0.0078 Epoch: 14 Global Step: 240510 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:34,449-Speed 3347.87 samples/sec Loss 0.6151 LearningRate 0.0078 Epoch: 14 Global Step: 240520 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:37,511-Speed 3344.83 samples/sec Loss 0.6112 LearningRate 0.0078 Epoch: 14 Global Step: 240530 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:40,575-Speed 3342.27 samples/sec Loss 0.6346 LearningRate 0.0078 Epoch: 14 Global Step: 240540 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:42:43,634-Speed 3348.83 samples/sec Loss 0.6097 LearningRate 0.0078 Epoch: 14 Global Step: 240550 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:42:46,711-Speed 3329.15 samples/sec Loss 0.6200 LearningRate 0.0078 Epoch: 14 Global Step: 240560 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:42:49,799-Speed 3316.36 samples/sec Loss 0.6392 LearningRate 0.0078 Epoch: 14 Global Step: 240570 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:42:52,924-Speed 3278.06 samples/sec Loss 0.5981 LearningRate 0.0078 Epoch: 14 Global Step: 240580 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:42:56,012-Speed 3316.50 samples/sec Loss 0.6438 LearningRate 0.0078 Epoch: 14 Global Step: 240590 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:42:59,076-Speed 3342.67 samples/sec Loss 0.6101 LearningRate 0.0078 Epoch: 14 Global Step: 240600 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:43:02,158-Speed 3323.68 samples/sec Loss 0.6102 LearningRate 0.0078 Epoch: 14 Global Step: 240610 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:43:05,249-Speed 3312.69 samples/sec Loss 0.6356 LearningRate 0.0078 Epoch: 14 Global Step: 240620 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:43:08,355-Speed 3298.10 samples/sec Loss 0.6380 LearningRate 0.0078 Epoch: 14 Global Step: 240630 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:43:11,433-Speed 3326.86 samples/sec Loss 0.6118 LearningRate 0.0078 Epoch: 14 Global Step: 240640 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:43:14,511-Speed 3327.86 samples/sec Loss 0.5945 LearningRate 0.0078 Epoch: 14 Global Step: 240650 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:17,595-Speed 3321.18 samples/sec Loss 0.5939 LearningRate 0.0078 Epoch: 14 Global Step: 240660 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:20,666-Speed 3335.72 samples/sec Loss 0.6169 LearningRate 0.0078 Epoch: 14 Global Step: 240670 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:23,747-Speed 3323.76 samples/sec Loss 0.6170 LearningRate 0.0078 Epoch: 14 Global Step: 240680 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:26,811-Speed 3342.79 samples/sec Loss 0.6201 LearningRate 0.0078 Epoch: 14 Global Step: 240690 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:29,966-Speed 3246.53 samples/sec Loss 0.5873 LearningRate 0.0078 Epoch: 14 Global Step: 240700 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:33,097-Speed 3270.67 samples/sec Loss 0.5948 LearningRate 0.0078 Epoch: 14 Global Step: 240710 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:36,217-Speed 3283.41 samples/sec Loss 0.6039 LearningRate 0.0078 Epoch: 14 Global Step: 240720 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:39,320-Speed 3300.09 samples/sec Loss 0.5904 LearningRate 0.0078 Epoch: 14 Global Step: 240730 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:42,391-Speed 3336.40 samples/sec Loss 0.6173 LearningRate 0.0078 Epoch: 14 Global Step: 240740 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:45,536-Speed 3256.25 samples/sec Loss 0.6133 LearningRate 0.0078 Epoch: 14 Global Step: 240750 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:48,606-Speed 3336.40 samples/sec Loss 0.6373 LearningRate 0.0078 Epoch: 14 Global Step: 240760 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:51,689-Speed 3322.40 samples/sec Loss 0.5996 LearningRate 0.0078 Epoch: 14 Global Step: 240770 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:54,752-Speed 3342.98 samples/sec Loss 0.6101 LearningRate 0.0078 Epoch: 14 Global Step: 240780 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:43:57,817-Speed 3342.17 samples/sec Loss 0.5918 LearningRate 0.0078 Epoch: 14 Global Step: 240790 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:44:00,893-Speed 3330.07 samples/sec Loss 0.6067 LearningRate 0.0078 Epoch: 14 Global Step: 240800 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:44:03,949-Speed 3351.35 samples/sec Loss 0.6369 LearningRate 0.0078 Epoch: 14 Global Step: 240810 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:07,013-Speed 3343.35 samples/sec Loss 0.5807 LearningRate 0.0078 Epoch: 14 Global Step: 240820 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:10,076-Speed 3343.49 samples/sec Loss 0.6118 LearningRate 0.0078 Epoch: 14 Global Step: 240830 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:13,151-Speed 3330.58 samples/sec Loss 0.6198 LearningRate 0.0078 Epoch: 14 Global Step: 240840 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:16,233-Speed 3323.98 samples/sec Loss 0.6577 LearningRate 0.0078 Epoch: 14 Global Step: 240850 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:19,304-Speed 3334.24 samples/sec Loss 0.6100 LearningRate 0.0078 Epoch: 14 Global Step: 240860 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:22,366-Speed 3345.68 samples/sec Loss 0.6051 LearningRate 0.0078 Epoch: 14 Global Step: 240870 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:25,428-Speed 3344.50 samples/sec Loss 0.6029 LearningRate 0.0078 Epoch: 14 Global Step: 240880 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:28,499-Speed 3335.03 samples/sec Loss 0.6317 LearningRate 0.0077 Epoch: 14 Global Step: 240890 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:31,566-Speed 3339.29 samples/sec Loss 0.6176 LearningRate 0.0077 Epoch: 14 Global Step: 240900 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:34,643-Speed 3328.83 samples/sec Loss 0.5904 LearningRate 0.0077 Epoch: 14 Global Step: 240910 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:44:37,713-Speed 3336.34 samples/sec Loss 0.6246 LearningRate 0.0077 Epoch: 14 Global Step: 240920 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:44:40,769-Speed 3351.39 samples/sec Loss 0.6003 LearningRate 0.0077 Epoch: 14 Global Step: 240930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:43,887-Speed 3285.66 samples/sec Loss 0.6243 LearningRate 0.0077 Epoch: 14 Global Step: 240940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:46,956-Speed 3337.25 samples/sec Loss 0.6176 LearningRate 0.0077 Epoch: 14 Global Step: 240950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:50,040-Speed 3321.20 samples/sec Loss 0.6125 LearningRate 0.0077 Epoch: 14 Global Step: 240960 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:53,111-Speed 3334.32 samples/sec Loss 0.6179 LearningRate 0.0077 Epoch: 14 Global Step: 240970 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:56,247-Speed 3266.06 samples/sec Loss 0.6416 LearningRate 0.0077 Epoch: 14 Global Step: 240980 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:44:59,328-Speed 3324.43 samples/sec Loss 0.6241 LearningRate 0.0077 Epoch: 14 Global Step: 240990 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:02,422-Speed 3310.89 samples/sec Loss 0.5970 LearningRate 0.0077 Epoch: 14 Global Step: 241000 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:05,485-Speed 3343.91 samples/sec Loss 0.6232 LearningRate 0.0077 Epoch: 14 Global Step: 241010 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:08,575-Speed 3314.03 samples/sec Loss 0.6347 LearningRate 0.0077 Epoch: 14 Global Step: 241020 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:11,747-Speed 3230.00 samples/sec Loss 0.6001 LearningRate 0.0077 Epoch: 14 Global Step: 241030 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:45:14,968-Speed 3179.10 samples/sec Loss 0.6233 LearningRate 0.0077 Epoch: 14 Global Step: 241040 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:18,173-Speed 3196.06 samples/sec Loss 0.6344 LearningRate 0.0077 Epoch: 14 Global Step: 241050 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:21,329-Speed 3244.54 samples/sec Loss 0.5738 LearningRate 0.0077 Epoch: 14 Global Step: 241060 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:24,529-Speed 3200.90 samples/sec Loss 0.6290 LearningRate 0.0077 Epoch: 14 Global Step: 241070 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:27,611-Speed 3324.02 samples/sec Loss 0.6660 LearningRate 0.0077 Epoch: 14 Global Step: 241080 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:30,674-Speed 3343.56 samples/sec Loss 0.5964 LearningRate 0.0077 Epoch: 14 Global Step: 241090 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:33,740-Speed 3340.30 samples/sec Loss 0.6129 LearningRate 0.0077 Epoch: 14 Global Step: 241100 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:36,822-Speed 3323.85 samples/sec Loss 0.6188 LearningRate 0.0077 Epoch: 14 Global Step: 241110 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:39,889-Speed 3339.26 samples/sec Loss 0.6325 LearningRate 0.0077 Epoch: 14 Global Step: 241120 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:42,964-Speed 3330.74 samples/sec Loss 0.6020 LearningRate 0.0077 Epoch: 14 Global Step: 241130 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:45:46,032-Speed 3338.26 samples/sec Loss 0.5885 LearningRate 0.0077 Epoch: 14 Global Step: 241140 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:45:49,099-Speed 3339.80 samples/sec Loss 0.6149 LearningRate 0.0077 Epoch: 14 Global Step: 241150 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:45:52,181-Speed 3322.83 samples/sec Loss 0.5888 LearningRate 0.0077 Epoch: 14 Global Step: 241160 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:45:55,306-Speed 3278.05 samples/sec Loss 0.6499 LearningRate 0.0077 Epoch: 14 Global Step: 241170 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:45:58,374-Speed 3337.91 samples/sec Loss 0.6354 LearningRate 0.0077 Epoch: 14 Global Step: 241180 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:01,442-Speed 3338.81 samples/sec Loss 0.6151 LearningRate 0.0077 Epoch: 14 Global Step: 241190 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:04,521-Speed 3326.11 samples/sec Loss 0.6272 LearningRate 0.0077 Epoch: 14 Global Step: 241200 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:07,582-Speed 3345.98 samples/sec Loss 0.6287 LearningRate 0.0077 Epoch: 14 Global Step: 241210 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:10,657-Speed 3330.55 samples/sec Loss 0.6585 LearningRate 0.0077 Epoch: 14 Global Step: 241220 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:13,740-Speed 3322.89 samples/sec Loss 0.6064 LearningRate 0.0077 Epoch: 14 Global Step: 241230 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:16,790-Speed 3358.00 samples/sec Loss 0.6598 LearningRate 0.0077 Epoch: 14 Global Step: 241240 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:19,869-Speed 3326.81 samples/sec Loss 0.6054 LearningRate 0.0077 Epoch: 14 Global Step: 241250 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:22,937-Speed 3338.33 samples/sec Loss 0.5911 LearningRate 0.0077 Epoch: 14 Global Step: 241260 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:26,040-Speed 3300.78 samples/sec Loss 0.5962 LearningRate 0.0077 Epoch: 14 Global Step: 241270 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:29,132-Speed 3312.37 samples/sec Loss 0.6221 LearningRate 0.0077 Epoch: 14 Global Step: 241280 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:32,194-Speed 3344.93 samples/sec Loss 0.6216 LearningRate 0.0077 Epoch: 14 Global Step: 241290 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:46:35,245-Speed 3357.38 samples/sec Loss 0.6307 LearningRate 0.0077 Epoch: 14 Global Step: 241300 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:38,332-Speed 3317.94 samples/sec Loss 0.6060 LearningRate 0.0077 Epoch: 14 Global Step: 241310 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:41,409-Speed 3328.08 samples/sec Loss 0.6488 LearningRate 0.0077 Epoch: 14 Global Step: 241320 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:44,477-Speed 3338.10 samples/sec Loss 0.6457 LearningRate 0.0077 Epoch: 14 Global Step: 241330 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:47,545-Speed 3338.66 samples/sec Loss 0.6063 LearningRate 0.0077 Epoch: 14 Global Step: 241340 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:50,632-Speed 3318.31 samples/sec Loss 0.6298 LearningRate 0.0077 Epoch: 14 Global Step: 241350 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:53,696-Speed 3342.97 samples/sec Loss 0.6173 LearningRate 0.0077 Epoch: 14 Global Step: 241360 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:56,766-Speed 3336.37 samples/sec Loss 0.5967 LearningRate 0.0077 Epoch: 14 Global Step: 241370 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:46:59,903-Speed 3264.29 samples/sec Loss 0.6029 LearningRate 0.0077 Epoch: 14 Global Step: 241380 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:03,007-Speed 3299.39 samples/sec Loss 0.6402 LearningRate 0.0077 Epoch: 14 Global Step: 241390 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:06,089-Speed 3323.75 samples/sec Loss 0.6830 LearningRate 0.0077 Epoch: 14 Global Step: 241400 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:47:09,178-Speed 3315.86 samples/sec Loss 0.6620 LearningRate 0.0077 Epoch: 14 Global Step: 241410 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:47:12,245-Speed 3339.39 samples/sec Loss 0.6624 LearningRate 0.0077 Epoch: 14 Global Step: 241420 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:47:15,425-Speed 3220.49 samples/sec Loss 0.6435 LearningRate 0.0077 Epoch: 14 Global Step: 241430 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:47:18,517-Speed 3312.95 samples/sec Loss 0.6582 LearningRate 0.0077 Epoch: 14 Global Step: 241440 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:47:21,580-Speed 3343.99 samples/sec Loss 0.6327 LearningRate 0.0077 Epoch: 14 Global Step: 241450 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:47:24,688-Speed 3295.68 samples/sec Loss 0.6247 LearningRate 0.0077 Epoch: 14 Global Step: 241460 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:47:27,745-Speed 3350.50 samples/sec Loss 0.6478 LearningRate 0.0077 Epoch: 14 Global Step: 241470 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:30,811-Speed 3339.87 samples/sec Loss 0.5993 LearningRate 0.0077 Epoch: 14 Global Step: 241480 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:33,884-Speed 3333.62 samples/sec Loss 0.6278 LearningRate 0.0076 Epoch: 14 Global Step: 241490 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:36,946-Speed 3345.24 samples/sec Loss 0.6280 LearningRate 0.0076 Epoch: 14 Global Step: 241500 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:40,012-Speed 3340.96 samples/sec Loss 0.6045 LearningRate 0.0076 Epoch: 14 Global Step: 241510 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:43,084-Speed 3335.51 samples/sec Loss 0.6065 LearningRate 0.0076 Epoch: 14 Global Step: 241520 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:46,163-Speed 3326.46 samples/sec Loss 0.6414 LearningRate 0.0076 Epoch: 14 Global Step: 241530 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:49,294-Speed 3271.49 samples/sec Loss 0.6232 LearningRate 0.0076 Epoch: 14 Global Step: 241540 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:52,366-Speed 3333.87 samples/sec Loss 0.6593 LearningRate 0.0076 Epoch: 14 Global Step: 241550 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:55,431-Speed 3342.03 samples/sec Loss 0.6260 LearningRate 0.0076 Epoch: 14 Global Step: 241560 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:47:58,496-Speed 3341.84 samples/sec Loss 0.5939 LearningRate 0.0076 Epoch: 14 Global Step: 241570 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:48:01,590-Speed 3310.06 samples/sec Loss 0.6066 LearningRate 0.0076 Epoch: 14 Global Step: 241580 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:48:04,703-Speed 3289.75 samples/sec Loss 0.6389 LearningRate 0.0076 Epoch: 14 Global Step: 241590 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:48:07,789-Speed 3319.80 samples/sec Loss 0.6397 LearningRate 0.0076 Epoch: 14 Global Step: 241600 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:10,878-Speed 3314.98 samples/sec Loss 0.6422 LearningRate 0.0076 Epoch: 14 Global Step: 241610 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:13,974-Speed 3309.13 samples/sec Loss 0.6359 LearningRate 0.0076 Epoch: 14 Global Step: 241620 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:17,055-Speed 3324.28 samples/sec Loss 0.6612 LearningRate 0.0076 Epoch: 14 Global Step: 241630 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:20,151-Speed 3308.28 samples/sec Loss 0.6583 LearningRate 0.0076 Epoch: 14 Global Step: 241640 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:23,270-Speed 3283.72 samples/sec Loss 0.6278 LearningRate 0.0076 Epoch: 14 Global Step: 241650 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:26,349-Speed 3326.17 samples/sec Loss 0.6473 LearningRate 0.0076 Epoch: 14 Global Step: 241660 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:29,414-Speed 3341.90 samples/sec Loss 0.5926 LearningRate 0.0076 Epoch: 14 Global Step: 241670 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:32,479-Speed 3341.00 samples/sec Loss 0.6346 LearningRate 0.0076 Epoch: 14 Global Step: 241680 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:35,617-Speed 3264.07 samples/sec Loss 0.6456 LearningRate 0.0076 Epoch: 14 Global Step: 241690 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:48:38,703-Speed 3319.90 samples/sec Loss 0.5947 LearningRate 0.0076 Epoch: 14 Global Step: 241700 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:48:41,769-Speed 3340.05 samples/sec Loss 0.6298 LearningRate 0.0076 Epoch: 14 Global Step: 241710 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:48:44,850-Speed 3324.63 samples/sec Loss 0.6545 LearningRate 0.0076 Epoch: 14 Global Step: 241720 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:48:47,973-Speed 3279.29 samples/sec Loss 0.6250 LearningRate 0.0076 Epoch: 14 Global Step: 241730 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:48:51,132-Speed 3242.54 samples/sec Loss 0.6307 LearningRate 0.0076 Epoch: 14 Global Step: 241740 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:48:54,352-Speed 3180.41 samples/sec Loss 0.6437 LearningRate 0.0076 Epoch: 14 Global Step: 241750 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:48:57,443-Speed 3314.03 samples/sec Loss 0.6490 LearningRate 0.0076 Epoch: 14 Global Step: 241760 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:49:00,508-Speed 3340.84 samples/sec Loss 0.6304 LearningRate 0.0076 Epoch: 14 Global Step: 241770 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:49:03,593-Speed 3320.81 samples/sec Loss 0.6362 LearningRate 0.0076 Epoch: 14 Global Step: 241780 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:49:06,663-Speed 3335.94 samples/sec Loss 0.6151 LearningRate 0.0076 Epoch: 14 Global Step: 241790 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:49:09,740-Speed 3328.47 samples/sec Loss 0.6285 LearningRate 0.0076 Epoch: 14 Global Step: 241800 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:12,827-Speed 3318.15 samples/sec Loss 0.6532 LearningRate 0.0076 Epoch: 14 Global Step: 241810 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:15,958-Speed 3271.37 samples/sec Loss 0.6280 LearningRate 0.0076 Epoch: 14 Global Step: 241820 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:19,063-Speed 3298.37 samples/sec Loss 0.6325 LearningRate 0.0076 Epoch: 14 Global Step: 241830 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:22,189-Speed 3276.83 samples/sec Loss 0.6626 LearningRate 0.0076 Epoch: 14 Global Step: 241840 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:25,337-Speed 3253.18 samples/sec Loss 0.6235 LearningRate 0.0076 Epoch: 14 Global Step: 241850 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:28,403-Speed 3341.51 samples/sec Loss 0.6281 LearningRate 0.0076 Epoch: 14 Global Step: 241860 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:31,467-Speed 3342.80 samples/sec Loss 0.6550 LearningRate 0.0076 Epoch: 14 Global Step: 241870 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:34,606-Speed 3262.79 samples/sec Loss 0.6297 LearningRate 0.0076 Epoch: 14 Global Step: 241880 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:37,844-Speed 3162.98 samples/sec Loss 0.6233 LearningRate 0.0076 Epoch: 14 Global Step: 241890 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:40,965-Speed 3281.07 samples/sec Loss 0.6478 LearningRate 0.0076 Epoch: 14 Global Step: 241900 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:44,084-Speed 3284.04 samples/sec Loss 0.6271 LearningRate 0.0076 Epoch: 14 Global Step: 241910 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:47,151-Speed 3339.60 samples/sec Loss 0.6538 LearningRate 0.0076 Epoch: 14 Global Step: 241920 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:50,210-Speed 3347.75 samples/sec Loss 0.6145 LearningRate 0.0076 Epoch: 14 Global Step: 241930 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:49:53,269-Speed 3349.47 samples/sec Loss 0.6491 LearningRate 0.0076 Epoch: 14 Global Step: 241940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:49:56,336-Speed 3339.38 samples/sec Loss 0.6024 LearningRate 0.0076 Epoch: 14 Global Step: 241950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:49:59,426-Speed 3314.15 samples/sec Loss 0.6096 LearningRate 0.0076 Epoch: 14 Global Step: 241960 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:50:02,513-Speed 3318.22 samples/sec Loss 0.6164 LearningRate 0.0076 Epoch: 14 Global Step: 241970 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:50:05,601-Speed 3317.01 samples/sec Loss 0.6531 LearningRate 0.0076 Epoch: 14 Global Step: 241980 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:50:08,699-Speed 3305.34 samples/sec Loss 0.6330 LearningRate 0.0076 Epoch: 14 Global Step: 241990 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:50:11,865-Speed 3234.82 samples/sec Loss 0.6206 LearningRate 0.0076 Epoch: 14 Global Step: 242000 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:50:55,778-[lfw][242000]XNorm: 22.031279 Training: 2022-04-12 00:50:55,779-[lfw][242000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 00:50:55,780-[lfw][242000]Accuracy-Highest: 0.99817 Training: 2022-04-12 00:51:46,539-[cfp_fp][242000]XNorm: 22.196191 Training: 2022-04-12 00:51:46,539-[cfp_fp][242000]Accuracy-Flip: 0.99000+-0.00557 Training: 2022-04-12 00:51:46,540-[cfp_fp][242000]Accuracy-Highest: 0.99186 Training: 2022-04-12 00:52:30,190-[agedb_30][242000]XNorm: 22.915663 Training: 2022-04-12 00:52:30,191-[agedb_30][242000]Accuracy-Flip: 0.98433+-0.00559 Training: 2022-04-12 00:52:30,191-[agedb_30][242000]Accuracy-Highest: 0.98567 Training: 2022-04-12 00:52:33,259-Speed 72.42 samples/sec Loss 0.6182 LearningRate 0.0076 Epoch: 14 Global Step: 242010 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:52:36,337-Speed 3327.91 samples/sec Loss 0.6325 LearningRate 0.0076 Epoch: 14 Global Step: 242020 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:52:39,381-Speed 3365.07 samples/sec Loss 0.6316 LearningRate 0.0076 Epoch: 14 Global Step: 242030 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:52:42,475-Speed 3310.24 samples/sec Loss 0.6322 LearningRate 0.0076 Epoch: 14 Global Step: 242040 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:52:45,546-Speed 3334.21 samples/sec Loss 0.6319 LearningRate 0.0076 Epoch: 14 Global Step: 242050 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:52:48,597-Speed 3357.56 samples/sec Loss 0.6263 LearningRate 0.0076 Epoch: 14 Global Step: 242060 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:52:51,650-Speed 3354.59 samples/sec Loss 0.6387 LearningRate 0.0076 Epoch: 14 Global Step: 242070 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:52:54,719-Speed 3337.79 samples/sec Loss 0.5933 LearningRate 0.0076 Epoch: 14 Global Step: 242080 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:52:57,779-Speed 3347.10 samples/sec Loss 0.6279 LearningRate 0.0076 Epoch: 14 Global Step: 242090 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:00,877-Speed 3305.40 samples/sec Loss 0.6045 LearningRate 0.0075 Epoch: 14 Global Step: 242100 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:03,936-Speed 3348.75 samples/sec Loss 0.6150 LearningRate 0.0075 Epoch: 14 Global Step: 242110 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:07,058-Speed 3280.34 samples/sec Loss 0.6177 LearningRate 0.0075 Epoch: 14 Global Step: 242120 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:10,210-Speed 3249.42 samples/sec Loss 0.6487 LearningRate 0.0075 Epoch: 14 Global Step: 242130 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:13,273-Speed 3344.19 samples/sec Loss 0.6387 LearningRate 0.0075 Epoch: 14 Global Step: 242140 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:16,363-Speed 3314.62 samples/sec Loss 0.6411 LearningRate 0.0075 Epoch: 14 Global Step: 242150 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:19,499-Speed 3266.06 samples/sec Loss 0.6505 LearningRate 0.0075 Epoch: 14 Global Step: 242160 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:22,575-Speed 3329.99 samples/sec Loss 0.6478 LearningRate 0.0075 Epoch: 14 Global Step: 242170 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:25,660-Speed 3320.15 samples/sec Loss 0.6463 LearningRate 0.0075 Epoch: 14 Global Step: 242180 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:28,738-Speed 3327.46 samples/sec Loss 0.6289 LearningRate 0.0075 Epoch: 14 Global Step: 242190 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:31,835-Speed 3306.68 samples/sec Loss 0.6451 LearningRate 0.0075 Epoch: 14 Global Step: 242200 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:34,927-Speed 3312.16 samples/sec Loss 0.6282 LearningRate 0.0075 Epoch: 14 Global Step: 242210 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:38,032-Speed 3299.25 samples/sec Loss 0.5930 LearningRate 0.0075 Epoch: 14 Global Step: 242220 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:41,108-Speed 3329.90 samples/sec Loss 0.6205 LearningRate 0.0075 Epoch: 14 Global Step: 242230 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:44,212-Speed 3299.99 samples/sec Loss 0.6603 LearningRate 0.0075 Epoch: 14 Global Step: 242240 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:47,283-Speed 3334.82 samples/sec Loss 0.6488 LearningRate 0.0075 Epoch: 14 Global Step: 242250 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:50,351-Speed 3338.25 samples/sec Loss 0.6479 LearningRate 0.0075 Epoch: 14 Global Step: 242260 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:53:53,410-Speed 3348.79 samples/sec Loss 0.6455 LearningRate 0.0075 Epoch: 14 Global Step: 242270 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:56,465-Speed 3351.89 samples/sec Loss 0.6184 LearningRate 0.0075 Epoch: 14 Global Step: 242280 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:53:59,557-Speed 3312.46 samples/sec Loss 0.6137 LearningRate 0.0075 Epoch: 14 Global Step: 242290 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:02,639-Speed 3323.88 samples/sec Loss 0.6538 LearningRate 0.0075 Epoch: 14 Global Step: 242300 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:05,752-Speed 3290.04 samples/sec Loss 0.6387 LearningRate 0.0075 Epoch: 14 Global Step: 242310 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:08,828-Speed 3329.33 samples/sec Loss 0.6361 LearningRate 0.0075 Epoch: 14 Global Step: 242320 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:11,894-Speed 3340.81 samples/sec Loss 0.6522 LearningRate 0.0075 Epoch: 14 Global Step: 242330 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:14,973-Speed 3327.34 samples/sec Loss 0.6363 LearningRate 0.0075 Epoch: 14 Global Step: 242340 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:18,062-Speed 3314.69 samples/sec Loss 0.6417 LearningRate 0.0075 Epoch: 14 Global Step: 242350 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:21,129-Speed 3340.07 samples/sec Loss 0.6346 LearningRate 0.0075 Epoch: 14 Global Step: 242360 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:24,189-Speed 3346.79 samples/sec Loss 0.6402 LearningRate 0.0075 Epoch: 14 Global Step: 242370 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:54:27,248-Speed 3348.60 samples/sec Loss 0.6407 LearningRate 0.0075 Epoch: 14 Global Step: 242380 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:30,320-Speed 3333.28 samples/sec Loss 0.6415 LearningRate 0.0075 Epoch: 14 Global Step: 242390 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:33,383-Speed 3344.17 samples/sec Loss 0.6328 LearningRate 0.0075 Epoch: 14 Global Step: 242400 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:36,456-Speed 3333.50 samples/sec Loss 0.6343 LearningRate 0.0075 Epoch: 14 Global Step: 242410 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:39,625-Speed 3232.14 samples/sec Loss 0.6132 LearningRate 0.0075 Epoch: 14 Global Step: 242420 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:42,688-Speed 3343.78 samples/sec Loss 0.6217 LearningRate 0.0075 Epoch: 14 Global Step: 242430 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:45,771-Speed 3322.61 samples/sec Loss 0.6230 LearningRate 0.0075 Epoch: 14 Global Step: 242440 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:48,842-Speed 3334.49 samples/sec Loss 0.6381 LearningRate 0.0075 Epoch: 14 Global Step: 242450 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:51,924-Speed 3323.70 samples/sec Loss 0.6257 LearningRate 0.0075 Epoch: 14 Global Step: 242460 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:55,005-Speed 3324.20 samples/sec Loss 0.6537 LearningRate 0.0075 Epoch: 14 Global Step: 242470 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:54:58,082-Speed 3328.07 samples/sec Loss 0.6165 LearningRate 0.0075 Epoch: 14 Global Step: 242480 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:55:01,248-Speed 3235.62 samples/sec Loss 0.6482 LearningRate 0.0075 Epoch: 14 Global Step: 242490 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:55:04,315-Speed 3339.16 samples/sec Loss 0.6410 LearningRate 0.0075 Epoch: 14 Global Step: 242500 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:55:07,389-Speed 3332.54 samples/sec Loss 0.6201 LearningRate 0.0075 Epoch: 14 Global Step: 242510 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:10,531-Speed 3258.96 samples/sec Loss 0.6636 LearningRate 0.0075 Epoch: 14 Global Step: 242520 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:13,684-Speed 3249.42 samples/sec Loss 0.6065 LearningRate 0.0075 Epoch: 14 Global Step: 242530 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:16,752-Speed 3338.16 samples/sec Loss 0.6358 LearningRate 0.0075 Epoch: 14 Global Step: 242540 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:19,824-Speed 3333.80 samples/sec Loss 0.6440 LearningRate 0.0075 Epoch: 14 Global Step: 242550 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:22,928-Speed 3299.60 samples/sec Loss 0.6086 LearningRate 0.0075 Epoch: 14 Global Step: 242560 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:26,100-Speed 3228.89 samples/sec Loss 0.6604 LearningRate 0.0075 Epoch: 14 Global Step: 242570 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:29,167-Speed 3340.12 samples/sec Loss 0.6413 LearningRate 0.0075 Epoch: 14 Global Step: 242580 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:32,233-Speed 3340.70 samples/sec Loss 0.6260 LearningRate 0.0075 Epoch: 14 Global Step: 242590 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:35,295-Speed 3344.19 samples/sec Loss 0.6423 LearningRate 0.0075 Epoch: 14 Global Step: 242600 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:38,375-Speed 3325.60 samples/sec Loss 0.6591 LearningRate 0.0075 Epoch: 14 Global Step: 242610 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:55:41,435-Speed 3347.37 samples/sec Loss 0.6288 LearningRate 0.0075 Epoch: 14 Global Step: 242620 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:44,497-Speed 3345.40 samples/sec Loss 0.6445 LearningRate 0.0075 Epoch: 14 Global Step: 242630 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:47,611-Speed 3288.24 samples/sec Loss 0.6359 LearningRate 0.0075 Epoch: 14 Global Step: 242640 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:50,675-Speed 3343.43 samples/sec Loss 0.6055 LearningRate 0.0075 Epoch: 14 Global Step: 242650 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:53,752-Speed 3328.17 samples/sec Loss 0.6207 LearningRate 0.0075 Epoch: 14 Global Step: 242660 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:56,818-Speed 3341.37 samples/sec Loss 0.6345 LearningRate 0.0075 Epoch: 14 Global Step: 242670 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:55:59,949-Speed 3271.32 samples/sec Loss 0.6374 LearningRate 0.0075 Epoch: 14 Global Step: 242680 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:56:03,010-Speed 3345.13 samples/sec Loss 0.6268 LearningRate 0.0075 Epoch: 14 Global Step: 242690 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:56:06,090-Speed 3325.58 samples/sec Loss 0.6355 LearningRate 0.0075 Epoch: 14 Global Step: 242700 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:56:09,158-Speed 3338.53 samples/sec Loss 0.6125 LearningRate 0.0074 Epoch: 14 Global Step: 242710 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:56:12,219-Speed 3346.27 samples/sec Loss 0.6369 LearningRate 0.0074 Epoch: 14 Global Step: 242720 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:15,285-Speed 3339.90 samples/sec Loss 0.6406 LearningRate 0.0074 Epoch: 14 Global Step: 242730 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:18,397-Speed 3291.06 samples/sec Loss 0.6165 LearningRate 0.0074 Epoch: 14 Global Step: 242740 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:21,500-Speed 3301.07 samples/sec Loss 0.6158 LearningRate 0.0074 Epoch: 14 Global Step: 242750 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:24,606-Speed 3298.07 samples/sec Loss 0.5881 LearningRate 0.0074 Epoch: 14 Global Step: 242760 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:27,677-Speed 3335.09 samples/sec Loss 0.6165 LearningRate 0.0074 Epoch: 14 Global Step: 242770 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:30,741-Speed 3342.74 samples/sec Loss 0.6165 LearningRate 0.0074 Epoch: 14 Global Step: 242780 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:33,818-Speed 3328.87 samples/sec Loss 0.6450 LearningRate 0.0074 Epoch: 14 Global Step: 242790 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:36,888-Speed 3335.85 samples/sec Loss 0.6524 LearningRate 0.0074 Epoch: 14 Global Step: 242800 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:40,038-Speed 3251.77 samples/sec Loss 0.6112 LearningRate 0.0074 Epoch: 14 Global Step: 242810 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:43,178-Speed 3262.04 samples/sec Loss 0.6334 LearningRate 0.0074 Epoch: 14 Global Step: 242820 Fp16 Grad Scale: 262144 Required: 10 hours Training: 2022-04-12 00:56:46,233-Speed 3352.45 samples/sec Loss 0.6453 LearningRate 0.0074 Epoch: 14 Global Step: 242830 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:49,327-Speed 3310.74 samples/sec Loss 0.6098 LearningRate 0.0074 Epoch: 14 Global Step: 242840 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:52,393-Speed 3340.06 samples/sec Loss 0.6147 LearningRate 0.0074 Epoch: 14 Global Step: 242850 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:55,458-Speed 3341.70 samples/sec Loss 0.6061 LearningRate 0.0074 Epoch: 14 Global Step: 242860 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:56:58,532-Speed 3332.62 samples/sec Loss 0.6600 LearningRate 0.0074 Epoch: 14 Global Step: 242870 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:57:01,633-Speed 3302.80 samples/sec Loss 0.5996 LearningRate 0.0074 Epoch: 14 Global Step: 242880 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:04,707-Speed 3331.31 samples/sec Loss 0.6454 LearningRate 0.0074 Epoch: 14 Global Step: 242890 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:07,773-Speed 3340.89 samples/sec Loss 0.6175 LearningRate 0.0074 Epoch: 14 Global Step: 242900 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:10,824-Speed 3356.48 samples/sec Loss 0.6512 LearningRate 0.0074 Epoch: 14 Global Step: 242910 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:13,901-Speed 3329.41 samples/sec Loss 0.6504 LearningRate 0.0074 Epoch: 14 Global Step: 242920 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:17,065-Speed 3236.33 samples/sec Loss 0.6101 LearningRate 0.0074 Epoch: 14 Global Step: 242930 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:20,211-Speed 3256.05 samples/sec Loss 0.6591 LearningRate 0.0074 Epoch: 14 Global Step: 242940 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:23,296-Speed 3320.30 samples/sec Loss 0.6435 LearningRate 0.0074 Epoch: 14 Global Step: 242950 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:26,384-Speed 3316.89 samples/sec Loss 0.6217 LearningRate 0.0074 Epoch: 14 Global Step: 242960 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:29,569-Speed 3215.62 samples/sec Loss 0.6156 LearningRate 0.0074 Epoch: 14 Global Step: 242970 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:32,697-Speed 3274.84 samples/sec Loss 0.6290 LearningRate 0.0074 Epoch: 14 Global Step: 242980 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:35,804-Speed 3295.87 samples/sec Loss 0.6251 LearningRate 0.0074 Epoch: 14 Global Step: 242990 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:38,883-Speed 3326.59 samples/sec Loss 0.5930 LearningRate 0.0074 Epoch: 14 Global Step: 243000 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:57:41,980-Speed 3307.85 samples/sec Loss 0.6283 LearningRate 0.0074 Epoch: 14 Global Step: 243010 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:45,045-Speed 3340.93 samples/sec Loss 0.6230 LearningRate 0.0074 Epoch: 14 Global Step: 243020 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:48,150-Speed 3299.08 samples/sec Loss 0.6218 LearningRate 0.0074 Epoch: 14 Global Step: 243030 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:51,232-Speed 3324.05 samples/sec Loss 0.6341 LearningRate 0.0074 Epoch: 14 Global Step: 243040 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:54,296-Speed 3342.78 samples/sec Loss 0.6157 LearningRate 0.0074 Epoch: 14 Global Step: 243050 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:57:57,378-Speed 3322.88 samples/sec Loss 0.6416 LearningRate 0.0074 Epoch: 14 Global Step: 243060 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:00,544-Speed 3235.38 samples/sec Loss 0.6233 LearningRate 0.0074 Epoch: 14 Global Step: 243070 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:03,652-Speed 3294.41 samples/sec Loss 0.6390 LearningRate 0.0074 Epoch: 14 Global Step: 243080 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:06,750-Speed 3307.42 samples/sec Loss 0.6194 LearningRate 0.0074 Epoch: 14 Global Step: 243090 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:09,820-Speed 3335.37 samples/sec Loss 0.6714 LearningRate 0.0074 Epoch: 14 Global Step: 243100 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:12,938-Speed 3285.25 samples/sec Loss 0.6610 LearningRate 0.0074 Epoch: 14 Global Step: 243110 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:16,008-Speed 3336.19 samples/sec Loss 0.6427 LearningRate 0.0074 Epoch: 14 Global Step: 243120 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:19,099-Speed 3313.79 samples/sec Loss 0.6683 LearningRate 0.0074 Epoch: 14 Global Step: 243130 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:22,200-Speed 3302.93 samples/sec Loss 0.6262 LearningRate 0.0074 Epoch: 14 Global Step: 243140 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:25,266-Speed 3340.75 samples/sec Loss 0.6312 LearningRate 0.0074 Epoch: 14 Global Step: 243150 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:28,386-Speed 3282.86 samples/sec Loss 0.6337 LearningRate 0.0074 Epoch: 14 Global Step: 243160 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:31,475-Speed 3315.72 samples/sec Loss 0.6407 LearningRate 0.0074 Epoch: 14 Global Step: 243170 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:58:34,540-Speed 3341.65 samples/sec Loss 0.6203 LearningRate 0.0074 Epoch: 14 Global Step: 243180 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:37,622-Speed 3323.04 samples/sec Loss 0.6283 LearningRate 0.0074 Epoch: 14 Global Step: 243190 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:40,711-Speed 3315.64 samples/sec Loss 0.6066 LearningRate 0.0074 Epoch: 14 Global Step: 243200 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:43,782-Speed 3335.80 samples/sec Loss 0.6568 LearningRate 0.0074 Epoch: 14 Global Step: 243210 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:46,849-Speed 3339.36 samples/sec Loss 0.6925 LearningRate 0.0074 Epoch: 14 Global Step: 243220 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:49,921-Speed 3333.63 samples/sec Loss 0.6431 LearningRate 0.0074 Epoch: 14 Global Step: 243230 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:52,995-Speed 3331.87 samples/sec Loss 0.6280 LearningRate 0.0074 Epoch: 14 Global Step: 243240 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:56,068-Speed 3332.98 samples/sec Loss 0.6479 LearningRate 0.0074 Epoch: 14 Global Step: 243250 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:58:59,133-Speed 3341.71 samples/sec Loss 0.6813 LearningRate 0.0074 Epoch: 14 Global Step: 243260 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:59:02,231-Speed 3306.29 samples/sec Loss 0.6532 LearningRate 0.0074 Epoch: 14 Global Step: 243270 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:59:05,309-Speed 3327.68 samples/sec Loss 0.6758 LearningRate 0.0074 Epoch: 14 Global Step: 243280 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:08,393-Speed 3320.99 samples/sec Loss 0.6033 LearningRate 0.0074 Epoch: 14 Global Step: 243290 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:11,472-Speed 3326.70 samples/sec Loss 0.6259 LearningRate 0.0074 Epoch: 14 Global Step: 243300 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:14,578-Speed 3297.69 samples/sec Loss 0.6392 LearningRate 0.0074 Epoch: 14 Global Step: 243310 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:17,655-Speed 3328.24 samples/sec Loss 0.6448 LearningRate 0.0073 Epoch: 14 Global Step: 243320 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:20,722-Speed 3339.55 samples/sec Loss 0.6430 LearningRate 0.0073 Epoch: 14 Global Step: 243330 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:23,819-Speed 3307.92 samples/sec Loss 0.6398 LearningRate 0.0073 Epoch: 14 Global Step: 243340 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:26,885-Speed 3340.21 samples/sec Loss 0.6183 LearningRate 0.0073 Epoch: 14 Global Step: 243350 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:30,008-Speed 3279.75 samples/sec Loss 0.6240 LearningRate 0.0073 Epoch: 14 Global Step: 243360 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:33,071-Speed 3343.71 samples/sec Loss 0.6386 LearningRate 0.0073 Epoch: 14 Global Step: 243370 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 00:59:36,164-Speed 3310.93 samples/sec Loss 0.6269 LearningRate 0.0073 Epoch: 14 Global Step: 243380 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:59:39,237-Speed 3333.84 samples/sec Loss 0.6133 LearningRate 0.0073 Epoch: 14 Global Step: 243390 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:59:42,389-Speed 3248.84 samples/sec Loss 0.6349 LearningRate 0.0073 Epoch: 14 Global Step: 243400 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:59:45,450-Speed 3346.14 samples/sec Loss 0.6408 LearningRate 0.0073 Epoch: 14 Global Step: 243410 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:59:48,523-Speed 3332.73 samples/sec Loss 0.6306 LearningRate 0.0073 Epoch: 14 Global Step: 243420 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 00:59:51,586-Speed 3343.98 samples/sec Loss 0.6895 LearningRate 0.0073 Epoch: 14 Global Step: 243430 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:59:54,652-Speed 3341.11 samples/sec Loss 0.6523 LearningRate 0.0073 Epoch: 14 Global Step: 243440 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 00:59:57,732-Speed 3325.40 samples/sec Loss 0.6261 LearningRate 0.0073 Epoch: 14 Global Step: 243450 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:00,817-Speed 3320.08 samples/sec Loss 0.6223 LearningRate 0.0073 Epoch: 14 Global Step: 243460 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:03,900-Speed 3321.86 samples/sec Loss 0.6335 LearningRate 0.0073 Epoch: 14 Global Step: 243470 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:06,964-Speed 3343.10 samples/sec Loss 0.6317 LearningRate 0.0073 Epoch: 14 Global Step: 243480 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:10,099-Speed 3267.48 samples/sec Loss 0.6411 LearningRate 0.0073 Epoch: 14 Global Step: 243490 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:13,179-Speed 3325.04 samples/sec Loss 0.6584 LearningRate 0.0073 Epoch: 14 Global Step: 243500 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:16,330-Speed 3250.18 samples/sec Loss 0.6416 LearningRate 0.0073 Epoch: 14 Global Step: 243510 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:19,515-Speed 3215.82 samples/sec Loss 0.6271 LearningRate 0.0073 Epoch: 14 Global Step: 243520 Fp16 Grad Scale: 32768 Required: 10 hours Training: 2022-04-12 01:00:22,590-Speed 3331.03 samples/sec Loss 0.6428 LearningRate 0.0073 Epoch: 14 Global Step: 243530 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:25,687-Speed 3307.18 samples/sec Loss 0.6392 LearningRate 0.0073 Epoch: 14 Global Step: 243540 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:29,795-Speed 2493.10 samples/sec Loss 0.6435 LearningRate 0.0073 Epoch: 14 Global Step: 243550 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:32,909-Speed 3289.49 samples/sec Loss 0.6388 LearningRate 0.0073 Epoch: 14 Global Step: 243560 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:35,982-Speed 3332.93 samples/sec Loss 0.6423 LearningRate 0.0073 Epoch: 14 Global Step: 243570 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:39,095-Speed 3289.89 samples/sec Loss 0.6398 LearningRate 0.0073 Epoch: 14 Global Step: 243580 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:42,271-Speed 3224.75 samples/sec Loss 0.6417 LearningRate 0.0073 Epoch: 14 Global Step: 243590 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:45,375-Speed 3299.58 samples/sec Loss 0.6433 LearningRate 0.0073 Epoch: 14 Global Step: 243600 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:48,459-Speed 3320.91 samples/sec Loss 0.6564 LearningRate 0.0073 Epoch: 14 Global Step: 243610 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:51,573-Speed 3289.14 samples/sec Loss 0.6695 LearningRate 0.0073 Epoch: 14 Global Step: 243620 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:00:54,644-Speed 3335.25 samples/sec Loss 0.6155 LearningRate 0.0073 Epoch: 14 Global Step: 243630 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:00:57,717-Speed 3332.74 samples/sec Loss 0.6615 LearningRate 0.0073 Epoch: 14 Global Step: 243640 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:01:00,780-Speed 3344.52 samples/sec Loss 0.6183 LearningRate 0.0073 Epoch: 14 Global Step: 243650 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:03,844-Speed 3342.11 samples/sec Loss 0.6184 LearningRate 0.0073 Epoch: 14 Global Step: 243660 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:06,911-Speed 3339.46 samples/sec Loss 0.6234 LearningRate 0.0073 Epoch: 14 Global Step: 243670 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:09,977-Speed 3341.08 samples/sec Loss 0.6319 LearningRate 0.0073 Epoch: 14 Global Step: 243680 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:13,041-Speed 3342.59 samples/sec Loss 0.6225 LearningRate 0.0073 Epoch: 14 Global Step: 243690 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:16,112-Speed 3335.02 samples/sec Loss 0.6217 LearningRate 0.0073 Epoch: 14 Global Step: 243700 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:19,194-Speed 3323.71 samples/sec Loss 0.6574 LearningRate 0.0073 Epoch: 14 Global Step: 243710 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:22,274-Speed 3325.74 samples/sec Loss 0.6373 LearningRate 0.0073 Epoch: 14 Global Step: 243720 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:25,350-Speed 3329.84 samples/sec Loss 0.6445 LearningRate 0.0073 Epoch: 14 Global Step: 243730 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:28,414-Speed 3341.88 samples/sec Loss 0.6508 LearningRate 0.0073 Epoch: 14 Global Step: 243740 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:31,485-Speed 3335.67 samples/sec Loss 0.6515 LearningRate 0.0073 Epoch: 14 Global Step: 243750 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:01:34,650-Speed 3235.59 samples/sec Loss 0.6255 LearningRate 0.0073 Epoch: 14 Global Step: 243760 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:01:37,741-Speed 3313.81 samples/sec Loss 0.6549 LearningRate 0.0073 Epoch: 14 Global Step: 243770 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:01:40,836-Speed 3309.89 samples/sec Loss 0.6133 LearningRate 0.0073 Epoch: 14 Global Step: 243780 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:01:43,948-Speed 3290.58 samples/sec Loss 0.6061 LearningRate 0.0073 Epoch: 14 Global Step: 243790 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:47,142-Speed 3206.52 samples/sec Loss 0.6778 LearningRate 0.0073 Epoch: 14 Global Step: 243800 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:50,255-Speed 3290.92 samples/sec Loss 0.5895 LearningRate 0.0073 Epoch: 14 Global Step: 243810 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:53,352-Speed 3306.60 samples/sec Loss 0.6081 LearningRate 0.0073 Epoch: 14 Global Step: 243820 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:56,554-Speed 3199.11 samples/sec Loss 0.6366 LearningRate 0.0073 Epoch: 14 Global Step: 243830 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:01:59,623-Speed 3337.38 samples/sec Loss 0.6422 LearningRate 0.0073 Epoch: 14 Global Step: 243840 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:02,696-Speed 3333.55 samples/sec Loss 0.6271 LearningRate 0.0073 Epoch: 14 Global Step: 243850 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:05,766-Speed 3336.16 samples/sec Loss 0.6764 LearningRate 0.0073 Epoch: 14 Global Step: 243860 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:08,911-Speed 3255.88 samples/sec Loss 0.6414 LearningRate 0.0073 Epoch: 14 Global Step: 243870 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:12,013-Speed 3302.49 samples/sec Loss 0.6027 LearningRate 0.0073 Epoch: 14 Global Step: 243880 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:15,078-Speed 3341.17 samples/sec Loss 0.6023 LearningRate 0.0073 Epoch: 14 Global Step: 243890 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:02:18,205-Speed 3275.49 samples/sec Loss 0.6678 LearningRate 0.0073 Epoch: 14 Global Step: 243900 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:02:21,280-Speed 3330.66 samples/sec Loss 0.6338 LearningRate 0.0073 Epoch: 14 Global Step: 243910 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:24,448-Speed 3233.14 samples/sec Loss 0.6825 LearningRate 0.0073 Epoch: 14 Global Step: 243920 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:27,532-Speed 3321.79 samples/sec Loss 0.6253 LearningRate 0.0073 Epoch: 14 Global Step: 243930 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:30,680-Speed 3253.18 samples/sec Loss 0.6219 LearningRate 0.0072 Epoch: 14 Global Step: 243940 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:33,785-Speed 3298.95 samples/sec Loss 0.6090 LearningRate 0.0072 Epoch: 14 Global Step: 243950 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:02:36,850-Speed 3341.85 samples/sec Loss 0.6513 LearningRate 0.0072 Epoch: 14 Global Step: 243960 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:02:39,923-Speed 3332.36 samples/sec Loss 0.6419 LearningRate 0.0072 Epoch: 14 Global Step: 243970 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:02:43,005-Speed 3323.91 samples/sec Loss 0.6488 LearningRate 0.0072 Epoch: 14 Global Step: 243980 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:02:46,087-Speed 3323.16 samples/sec Loss 0.6649 LearningRate 0.0072 Epoch: 14 Global Step: 243990 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:02:49,168-Speed 3323.97 samples/sec Loss 0.6424 LearningRate 0.0072 Epoch: 14 Global Step: 244000 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:03:33,013-[lfw][244000]XNorm: 21.560836 Training: 2022-04-12 01:03:33,014-[lfw][244000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 01:03:33,014-[lfw][244000]Accuracy-Highest: 0.99817 Training: 2022-04-12 01:04:24,213-[cfp_fp][244000]XNorm: 22.774833 Training: 2022-04-12 01:04:24,214-[cfp_fp][244000]Accuracy-Flip: 0.99114+-0.00446 Training: 2022-04-12 01:04:24,214-[cfp_fp][244000]Accuracy-Highest: 0.99186 Training: 2022-04-12 01:05:08,062-[agedb_30][244000]XNorm: 23.298879 Training: 2022-04-12 01:05:08,062-[agedb_30][244000]Accuracy-Flip: 0.98500+-0.00738 Training: 2022-04-12 01:05:08,063-[agedb_30][244000]Accuracy-Highest: 0.98567 Training: 2022-04-12 01:05:11,130-Speed 72.13 samples/sec Loss 0.6421 LearningRate 0.0072 Epoch: 14 Global Step: 244010 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:05:14,196-Speed 3340.52 samples/sec Loss 0.6591 LearningRate 0.0072 Epoch: 14 Global Step: 244020 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:05:17,280-Speed 3321.02 samples/sec Loss 0.6515 LearningRate 0.0072 Epoch: 14 Global Step: 244030 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:05:20,355-Speed 3330.55 samples/sec Loss 0.6038 LearningRate 0.0072 Epoch: 14 Global Step: 244040 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:05:23,449-Speed 3310.45 samples/sec Loss 0.6198 LearningRate 0.0072 Epoch: 14 Global Step: 244050 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:05:26,581-Speed 3270.97 samples/sec Loss 0.6246 LearningRate 0.0072 Epoch: 14 Global Step: 244060 Fp16 Grad Scale: 131072 Required: 10 hours Training: 2022-04-12 01:05:29,627-Speed 3362.33 samples/sec Loss 0.6591 LearningRate 0.0072 Epoch: 14 Global Step: 244070 Fp16 Grad Scale: 65536 Required: 10 hours Training: 2022-04-12 01:05:32,688-Speed 3345.89 samples/sec Loss 0.6772 LearningRate 0.0072 Epoch: 14 Global Step: 244080 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:35,752-Speed 3342.93 samples/sec Loss 0.6363 LearningRate 0.0072 Epoch: 14 Global Step: 244090 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:38,818-Speed 3340.69 samples/sec Loss 0.6841 LearningRate 0.0072 Epoch: 14 Global Step: 244100 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:41,884-Speed 3340.43 samples/sec Loss 0.6483 LearningRate 0.0072 Epoch: 14 Global Step: 244110 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:44,982-Speed 3306.61 samples/sec Loss 0.6104 LearningRate 0.0072 Epoch: 14 Global Step: 244120 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:48,054-Speed 3333.67 samples/sec Loss 0.6272 LearningRate 0.0072 Epoch: 14 Global Step: 244130 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:51,175-Speed 3281.63 samples/sec Loss 0.6754 LearningRate 0.0072 Epoch: 14 Global Step: 244140 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:54,291-Speed 3287.34 samples/sec Loss 0.6542 LearningRate 0.0072 Epoch: 14 Global Step: 244150 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:05:57,417-Speed 3276.29 samples/sec Loss 0.6194 LearningRate 0.0072 Epoch: 14 Global Step: 244160 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:06:00,534-Speed 3285.95 samples/sec Loss 0.6009 LearningRate 0.0072 Epoch: 14 Global Step: 244170 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:06:03,658-Speed 3278.48 samples/sec Loss 0.6642 LearningRate 0.0072 Epoch: 14 Global Step: 244180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:06,837-Speed 3222.68 samples/sec Loss 0.6114 LearningRate 0.0072 Epoch: 14 Global Step: 244190 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:09,912-Speed 3330.26 samples/sec Loss 0.6435 LearningRate 0.0072 Epoch: 14 Global Step: 244200 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:12,983-Speed 3334.87 samples/sec Loss 0.6654 LearningRate 0.0072 Epoch: 14 Global Step: 244210 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:16,114-Speed 3271.57 samples/sec Loss 0.6029 LearningRate 0.0072 Epoch: 14 Global Step: 244220 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:19,225-Speed 3292.89 samples/sec Loss 0.6655 LearningRate 0.0072 Epoch: 14 Global Step: 244230 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:22,405-Speed 3220.15 samples/sec Loss 0.6528 LearningRate 0.0072 Epoch: 14 Global Step: 244240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:25,514-Speed 3294.38 samples/sec Loss 0.6381 LearningRate 0.0072 Epoch: 14 Global Step: 244250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:28,674-Speed 3241.34 samples/sec Loss 0.6566 LearningRate 0.0072 Epoch: 14 Global Step: 244260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:31,786-Speed 3291.97 samples/sec Loss 0.6294 LearningRate 0.0072 Epoch: 14 Global Step: 244270 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:34,852-Speed 3340.09 samples/sec Loss 0.6448 LearningRate 0.0072 Epoch: 14 Global Step: 244280 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:06:37,932-Speed 3325.70 samples/sec Loss 0.6491 LearningRate 0.0072 Epoch: 14 Global Step: 244290 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:06:41,001-Speed 3337.14 samples/sec Loss 0.6433 LearningRate 0.0072 Epoch: 14 Global Step: 244300 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:44,093-Speed 3312.11 samples/sec Loss 0.6503 LearningRate 0.0072 Epoch: 14 Global Step: 244310 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:47,174-Speed 3324.42 samples/sec Loss 0.6478 LearningRate 0.0072 Epoch: 14 Global Step: 244320 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:50,296-Speed 3281.62 samples/sec Loss 0.6534 LearningRate 0.0072 Epoch: 14 Global Step: 244330 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:53,472-Speed 3224.65 samples/sec Loss 0.6501 LearningRate 0.0072 Epoch: 14 Global Step: 244340 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:56,541-Speed 3337.42 samples/sec Loss 0.6693 LearningRate 0.0072 Epoch: 14 Global Step: 244350 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:06:59,618-Speed 3327.72 samples/sec Loss 0.6212 LearningRate 0.0072 Epoch: 14 Global Step: 244360 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:02,694-Speed 3330.11 samples/sec Loss 0.6460 LearningRate 0.0072 Epoch: 14 Global Step: 244370 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:05,759-Speed 3341.34 samples/sec Loss 0.6647 LearningRate 0.0072 Epoch: 14 Global Step: 244380 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:08,850-Speed 3314.49 samples/sec Loss 0.6585 LearningRate 0.0072 Epoch: 14 Global Step: 244390 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:11,943-Speed 3310.91 samples/sec Loss 0.6546 LearningRate 0.0072 Epoch: 14 Global Step: 244400 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:07:15,041-Speed 3305.94 samples/sec Loss 0.5940 LearningRate 0.0072 Epoch: 14 Global Step: 244410 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:07:18,125-Speed 3321.33 samples/sec Loss 0.6586 LearningRate 0.0072 Epoch: 14 Global Step: 244420 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:07:21,211-Speed 3319.14 samples/sec Loss 0.6440 LearningRate 0.0072 Epoch: 14 Global Step: 244430 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:07:24,266-Speed 3352.66 samples/sec Loss 0.6594 LearningRate 0.0072 Epoch: 14 Global Step: 244440 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:27,338-Speed 3334.07 samples/sec Loss 0.6247 LearningRate 0.0072 Epoch: 14 Global Step: 244450 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:30,408-Speed 3336.15 samples/sec Loss 0.6463 LearningRate 0.0072 Epoch: 14 Global Step: 244460 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:33,484-Speed 3329.79 samples/sec Loss 0.6546 LearningRate 0.0072 Epoch: 14 Global Step: 244470 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:36,541-Speed 3350.27 samples/sec Loss 0.6729 LearningRate 0.0072 Epoch: 14 Global Step: 244480 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:39,627-Speed 3319.18 samples/sec Loss 0.6235 LearningRate 0.0072 Epoch: 14 Global Step: 244490 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:42,696-Speed 3337.48 samples/sec Loss 0.6379 LearningRate 0.0072 Epoch: 14 Global Step: 244500 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:45,767-Speed 3335.11 samples/sec Loss 0.6423 LearningRate 0.0072 Epoch: 14 Global Step: 244510 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:48,842-Speed 3331.38 samples/sec Loss 0.6340 LearningRate 0.0072 Epoch: 14 Global Step: 244520 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:51,902-Speed 3346.76 samples/sec Loss 0.6360 LearningRate 0.0072 Epoch: 14 Global Step: 244530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:07:54,975-Speed 3332.85 samples/sec Loss 0.6540 LearningRate 0.0072 Epoch: 14 Global Step: 244540 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:07:58,045-Speed 3336.83 samples/sec Loss 0.6572 LearningRate 0.0072 Epoch: 14 Global Step: 244550 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:01,112-Speed 3339.07 samples/sec Loss 0.6368 LearningRate 0.0071 Epoch: 14 Global Step: 244560 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:04,268-Speed 3245.16 samples/sec Loss 0.6380 LearningRate 0.0071 Epoch: 14 Global Step: 244570 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:07,443-Speed 3225.62 samples/sec Loss 0.6479 LearningRate 0.0071 Epoch: 14 Global Step: 244580 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:10,565-Speed 3280.79 samples/sec Loss 0.6271 LearningRate 0.0071 Epoch: 14 Global Step: 244590 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:13,690-Speed 3278.41 samples/sec Loss 0.6365 LearningRate 0.0071 Epoch: 14 Global Step: 244600 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:16,759-Speed 3336.63 samples/sec Loss 0.6100 LearningRate 0.0071 Epoch: 14 Global Step: 244610 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:19,905-Speed 3255.84 samples/sec Loss 0.6329 LearningRate 0.0071 Epoch: 14 Global Step: 244620 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:23,073-Speed 3233.37 samples/sec Loss 0.6445 LearningRate 0.0071 Epoch: 14 Global Step: 244630 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:26,177-Speed 3299.87 samples/sec Loss 0.6705 LearningRate 0.0071 Epoch: 14 Global Step: 244640 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:29,249-Speed 3333.54 samples/sec Loss 0.6084 LearningRate 0.0071 Epoch: 14 Global Step: 244650 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:32,316-Speed 3339.49 samples/sec Loss 0.6214 LearningRate 0.0071 Epoch: 14 Global Step: 244660 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:08:35,374-Speed 3349.13 samples/sec Loss 0.6189 LearningRate 0.0071 Epoch: 14 Global Step: 244670 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:08:38,477-Speed 3300.87 samples/sec Loss 0.6067 LearningRate 0.0071 Epoch: 14 Global Step: 244680 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:08:41,566-Speed 3315.72 samples/sec Loss 0.6508 LearningRate 0.0071 Epoch: 14 Global Step: 244690 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:08:44,642-Speed 3330.86 samples/sec Loss 0.6347 LearningRate 0.0071 Epoch: 14 Global Step: 244700 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:08:47,716-Speed 3331.83 samples/sec Loss 0.6441 LearningRate 0.0071 Epoch: 14 Global Step: 244710 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:08:50,804-Speed 3316.49 samples/sec Loss 0.6286 LearningRate 0.0071 Epoch: 14 Global Step: 244720 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:08:53,904-Speed 3303.79 samples/sec Loss 0.6452 LearningRate 0.0071 Epoch: 14 Global Step: 244730 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:08:56,990-Speed 3319.10 samples/sec Loss 0.6248 LearningRate 0.0071 Epoch: 14 Global Step: 244740 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:09:00,102-Speed 3291.40 samples/sec Loss 0.6401 LearningRate 0.0071 Epoch: 14 Global Step: 244750 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:09:03,175-Speed 3331.88 samples/sec Loss 0.6178 LearningRate 0.0071 Epoch: 14 Global Step: 244760 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:09:06,254-Speed 3327.53 samples/sec Loss 0.6359 LearningRate 0.0071 Epoch: 14 Global Step: 244770 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:09:09,326-Speed 3333.72 samples/sec Loss 0.6460 LearningRate 0.0071 Epoch: 14 Global Step: 244780 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:09:12,456-Speed 3272.73 samples/sec Loss 0.6318 LearningRate 0.0071 Epoch: 14 Global Step: 244790 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:09:15,555-Speed 3304.87 samples/sec Loss 0.6564 LearningRate 0.0071 Epoch: 14 Global Step: 244800 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:09:18,625-Speed 3336.05 samples/sec Loss 0.6466 LearningRate 0.0071 Epoch: 14 Global Step: 244810 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:21,723-Speed 3305.80 samples/sec Loss 0.6378 LearningRate 0.0071 Epoch: 14 Global Step: 244820 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:24,788-Speed 3342.63 samples/sec Loss 0.6420 LearningRate 0.0071 Epoch: 14 Global Step: 244830 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:27,875-Speed 3317.36 samples/sec Loss 0.6820 LearningRate 0.0071 Epoch: 14 Global Step: 244840 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:30,980-Speed 3298.71 samples/sec Loss 0.6561 LearningRate 0.0071 Epoch: 14 Global Step: 244850 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:34,072-Speed 3312.42 samples/sec Loss 0.6497 LearningRate 0.0071 Epoch: 14 Global Step: 244860 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:37,259-Speed 3214.38 samples/sec Loss 0.6146 LearningRate 0.0071 Epoch: 14 Global Step: 244870 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:40,488-Speed 3171.68 samples/sec Loss 0.6217 LearningRate 0.0071 Epoch: 14 Global Step: 244880 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:43,567-Speed 3326.12 samples/sec Loss 0.6669 LearningRate 0.0071 Epoch: 14 Global Step: 244890 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:46,651-Speed 3321.84 samples/sec Loss 0.6657 LearningRate 0.0071 Epoch: 14 Global Step: 244900 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:09:49,720-Speed 3336.63 samples/sec Loss 0.6646 LearningRate 0.0071 Epoch: 14 Global Step: 244910 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:09:52,793-Speed 3333.25 samples/sec Loss 0.6424 LearningRate 0.0071 Epoch: 14 Global Step: 244920 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:09:55,873-Speed 3324.97 samples/sec Loss 0.6335 LearningRate 0.0071 Epoch: 14 Global Step: 244930 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:09:58,961-Speed 3317.56 samples/sec Loss 0.6284 LearningRate 0.0071 Epoch: 14 Global Step: 244940 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:10:02,026-Speed 3341.90 samples/sec Loss 0.6666 LearningRate 0.0071 Epoch: 14 Global Step: 244950 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:10:05,164-Speed 3263.19 samples/sec Loss 0.6550 LearningRate 0.0071 Epoch: 14 Global Step: 244960 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:08,306-Speed 3260.58 samples/sec Loss 0.6321 LearningRate 0.0071 Epoch: 14 Global Step: 244970 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:11,374-Speed 3337.61 samples/sec Loss 0.6295 LearningRate 0.0071 Epoch: 14 Global Step: 244980 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:14,633-Speed 3143.03 samples/sec Loss 0.6510 LearningRate 0.0071 Epoch: 14 Global Step: 244990 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:17,761-Speed 3274.89 samples/sec Loss 0.6570 LearningRate 0.0071 Epoch: 14 Global Step: 245000 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:20,839-Speed 3327.38 samples/sec Loss 0.6522 LearningRate 0.0071 Epoch: 14 Global Step: 245010 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:24,000-Speed 3239.60 samples/sec Loss 0.6813 LearningRate 0.0071 Epoch: 14 Global Step: 245020 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:27,114-Speed 3290.41 samples/sec Loss 0.6574 LearningRate 0.0071 Epoch: 14 Global Step: 245030 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:30,199-Speed 3320.06 samples/sec Loss 0.6830 LearningRate 0.0071 Epoch: 14 Global Step: 245040 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:33,269-Speed 3336.12 samples/sec Loss 0.6432 LearningRate 0.0071 Epoch: 14 Global Step: 245050 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:36,349-Speed 3325.68 samples/sec Loss 0.6716 LearningRate 0.0071 Epoch: 14 Global Step: 245060 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:10:39,443-Speed 3309.73 samples/sec Loss 0.6238 LearningRate 0.0071 Epoch: 14 Global Step: 245070 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:10:42,513-Speed 3336.69 samples/sec Loss 0.6198 LearningRate 0.0071 Epoch: 14 Global Step: 245080 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:45,606-Speed 3310.63 samples/sec Loss 0.6481 LearningRate 0.0071 Epoch: 14 Global Step: 245090 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:48,680-Speed 3331.96 samples/sec Loss 0.6289 LearningRate 0.0071 Epoch: 14 Global Step: 245100 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:51,837-Speed 3244.65 samples/sec Loss 0.6601 LearningRate 0.0071 Epoch: 14 Global Step: 245110 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:54,912-Speed 3330.99 samples/sec Loss 0.6365 LearningRate 0.0071 Epoch: 14 Global Step: 245120 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:10:57,993-Speed 3324.28 samples/sec Loss 0.6332 LearningRate 0.0071 Epoch: 14 Global Step: 245130 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:01,059-Speed 3340.45 samples/sec Loss 0.6449 LearningRate 0.0071 Epoch: 14 Global Step: 245140 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:04,125-Speed 3341.15 samples/sec Loss 0.6584 LearningRate 0.0071 Epoch: 14 Global Step: 245150 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:07,206-Speed 3324.35 samples/sec Loss 0.6671 LearningRate 0.0071 Epoch: 14 Global Step: 245160 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:10,280-Speed 3331.18 samples/sec Loss 0.6298 LearningRate 0.0071 Epoch: 14 Global Step: 245170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:13,432-Speed 3250.51 samples/sec Loss 0.6332 LearningRate 0.0071 Epoch: 14 Global Step: 245180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:16,533-Speed 3302.89 samples/sec Loss 0.6416 LearningRate 0.0070 Epoch: 14 Global Step: 245190 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:19,640-Speed 3296.11 samples/sec Loss 0.6656 LearningRate 0.0070 Epoch: 14 Global Step: 245200 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:22,810-Speed 3230.62 samples/sec Loss 0.5954 LearningRate 0.0070 Epoch: 14 Global Step: 245210 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:25,930-Speed 3283.72 samples/sec Loss 0.6257 LearningRate 0.0070 Epoch: 14 Global Step: 245220 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:29,003-Speed 3332.90 samples/sec Loss 0.6776 LearningRate 0.0070 Epoch: 14 Global Step: 245230 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:32,193-Speed 3210.17 samples/sec Loss 0.6203 LearningRate 0.0070 Epoch: 14 Global Step: 245240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:35,275-Speed 3323.69 samples/sec Loss 0.6682 LearningRate 0.0070 Epoch: 14 Global Step: 245250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:38,358-Speed 3321.19 samples/sec Loss 0.6583 LearningRate 0.0070 Epoch: 14 Global Step: 245260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:41,558-Speed 3200.83 samples/sec Loss 0.6345 LearningRate 0.0070 Epoch: 14 Global Step: 245270 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:44,630-Speed 3334.58 samples/sec Loss 0.6348 LearningRate 0.0070 Epoch: 14 Global Step: 245280 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:11:47,708-Speed 3327.49 samples/sec Loss 0.6526 LearningRate 0.0070 Epoch: 14 Global Step: 245290 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:50,777-Speed 3337.71 samples/sec Loss 0.6415 LearningRate 0.0070 Epoch: 14 Global Step: 245300 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:53,869-Speed 3312.21 samples/sec Loss 0.6336 LearningRate 0.0070 Epoch: 14 Global Step: 245310 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:11:56,940-Speed 3334.79 samples/sec Loss 0.6338 LearningRate 0.0070 Epoch: 14 Global Step: 245320 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:00,025-Speed 3322.00 samples/sec Loss 0.6356 LearningRate 0.0070 Epoch: 14 Global Step: 245330 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:03,108-Speed 3322.03 samples/sec Loss 0.6455 LearningRate 0.0070 Epoch: 14 Global Step: 245340 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:06,222-Speed 3289.42 samples/sec Loss 0.6423 LearningRate 0.0070 Epoch: 14 Global Step: 245350 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:09,312-Speed 3314.63 samples/sec Loss 0.6387 LearningRate 0.0070 Epoch: 14 Global Step: 245360 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:12,457-Speed 3257.00 samples/sec Loss 0.6312 LearningRate 0.0070 Epoch: 14 Global Step: 245370 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:15,677-Speed 3180.14 samples/sec Loss 0.6439 LearningRate 0.0070 Epoch: 14 Global Step: 245380 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:18,816-Speed 3264.41 samples/sec Loss 0.6689 LearningRate 0.0070 Epoch: 14 Global Step: 245390 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:21,991-Speed 3225.47 samples/sec Loss 0.6520 LearningRate 0.0070 Epoch: 14 Global Step: 245400 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:25,057-Speed 3341.21 samples/sec Loss 0.6283 LearningRate 0.0070 Epoch: 14 Global Step: 245410 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:28,123-Speed 3340.25 samples/sec Loss 0.6692 LearningRate 0.0070 Epoch: 14 Global Step: 245420 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:31,223-Speed 3303.61 samples/sec Loss 0.6773 LearningRate 0.0070 Epoch: 14 Global Step: 245430 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:34,411-Speed 3212.39 samples/sec Loss 0.6380 LearningRate 0.0070 Epoch: 14 Global Step: 245440 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:37,473-Speed 3344.92 samples/sec Loss 0.6466 LearningRate 0.0070 Epoch: 14 Global Step: 245450 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:40,540-Speed 3339.60 samples/sec Loss 0.6188 LearningRate 0.0070 Epoch: 14 Global Step: 245460 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:43,638-Speed 3306.37 samples/sec Loss 0.6488 LearningRate 0.0070 Epoch: 14 Global Step: 245470 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:46,703-Speed 3342.71 samples/sec Loss 0.6711 LearningRate 0.0070 Epoch: 14 Global Step: 245480 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:12:49,767-Speed 3342.46 samples/sec Loss 0.6532 LearningRate 0.0070 Epoch: 14 Global Step: 245490 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:52,835-Speed 3338.04 samples/sec Loss 0.6296 LearningRate 0.0070 Epoch: 14 Global Step: 245500 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:55,918-Speed 3322.77 samples/sec Loss 0.6338 LearningRate 0.0070 Epoch: 14 Global Step: 245510 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:12:58,986-Speed 3337.69 samples/sec Loss 0.6289 LearningRate 0.0070 Epoch: 14 Global Step: 245520 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:02,063-Speed 3328.69 samples/sec Loss 0.6656 LearningRate 0.0070 Epoch: 14 Global Step: 245530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:05,151-Speed 3317.47 samples/sec Loss 0.6420 LearningRate 0.0070 Epoch: 14 Global Step: 245540 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:08,314-Speed 3237.24 samples/sec Loss 0.6369 LearningRate 0.0070 Epoch: 14 Global Step: 245550 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:11,489-Speed 3226.31 samples/sec Loss 0.6179 LearningRate 0.0070 Epoch: 14 Global Step: 245560 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:14,699-Speed 3191.16 samples/sec Loss 0.6653 LearningRate 0.0070 Epoch: 14 Global Step: 245570 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:17,944-Speed 3155.96 samples/sec Loss 0.6435 LearningRate 0.0070 Epoch: 14 Global Step: 245580 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:21,083-Speed 3263.08 samples/sec Loss 0.6004 LearningRate 0.0070 Epoch: 14 Global Step: 245590 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:13:24,147-Speed 3343.27 samples/sec Loss 0.6296 LearningRate 0.0070 Epoch: 14 Global Step: 245600 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:27,257-Speed 3293.08 samples/sec Loss 0.6931 LearningRate 0.0070 Epoch: 14 Global Step: 245610 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:30,373-Speed 3286.56 samples/sec Loss 0.6623 LearningRate 0.0070 Epoch: 14 Global Step: 245620 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:33,455-Speed 3323.42 samples/sec Loss 0.6335 LearningRate 0.0070 Epoch: 14 Global Step: 245630 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:36,555-Speed 3304.39 samples/sec Loss 0.6357 LearningRate 0.0070 Epoch: 14 Global Step: 245640 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:39,645-Speed 3314.81 samples/sec Loss 0.6719 LearningRate 0.0070 Epoch: 14 Global Step: 245650 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:42,711-Speed 3340.04 samples/sec Loss 0.6358 LearningRate 0.0070 Epoch: 14 Global Step: 245660 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:45,787-Speed 3329.58 samples/sec Loss 0.6252 LearningRate 0.0070 Epoch: 14 Global Step: 245670 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:48,860-Speed 3333.95 samples/sec Loss 0.6093 LearningRate 0.0070 Epoch: 14 Global Step: 245680 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:51,928-Speed 3337.55 samples/sec Loss 0.6352 LearningRate 0.0070 Epoch: 14 Global Step: 245690 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:13:55,002-Speed 3332.08 samples/sec Loss 0.6506 LearningRate 0.0070 Epoch: 14 Global Step: 245700 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:13:58,084-Speed 3323.49 samples/sec Loss 0.6431 LearningRate 0.0070 Epoch: 14 Global Step: 245710 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:14:01,167-Speed 3321.79 samples/sec Loss 0.6318 LearningRate 0.0070 Epoch: 14 Global Step: 245720 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:14:04,239-Speed 3334.51 samples/sec Loss 0.6564 LearningRate 0.0070 Epoch: 14 Global Step: 245730 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:14:07,307-Speed 3338.38 samples/sec Loss 0.6253 LearningRate 0.0070 Epoch: 14 Global Step: 245740 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:14:10,395-Speed 3317.32 samples/sec Loss 0.6426 LearningRate 0.0070 Epoch: 14 Global Step: 245750 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:14:13,475-Speed 3324.87 samples/sec Loss 0.6420 LearningRate 0.0070 Epoch: 14 Global Step: 245760 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:16,543-Speed 3338.54 samples/sec Loss 0.6318 LearningRate 0.0070 Epoch: 14 Global Step: 245770 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:19,623-Speed 3325.23 samples/sec Loss 0.6514 LearningRate 0.0070 Epoch: 14 Global Step: 245780 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:22,698-Speed 3331.29 samples/sec Loss 0.6136 LearningRate 0.0070 Epoch: 14 Global Step: 245790 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:25,765-Speed 3338.74 samples/sec Loss 0.6257 LearningRate 0.0070 Epoch: 14 Global Step: 245800 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:28,850-Speed 3320.41 samples/sec Loss 0.6035 LearningRate 0.0070 Epoch: 14 Global Step: 245810 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:31,921-Speed 3335.24 samples/sec Loss 0.6307 LearningRate 0.0069 Epoch: 14 Global Step: 245820 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:35,007-Speed 3319.19 samples/sec Loss 0.6643 LearningRate 0.0069 Epoch: 14 Global Step: 245830 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:38,086-Speed 3326.49 samples/sec Loss 0.6565 LearningRate 0.0069 Epoch: 14 Global Step: 245840 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:41,198-Speed 3291.70 samples/sec Loss 0.6407 LearningRate 0.0069 Epoch: 14 Global Step: 245850 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:14:44,347-Speed 3251.77 samples/sec Loss 0.6509 LearningRate 0.0069 Epoch: 14 Global Step: 245860 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:14:47,530-Speed 3218.00 samples/sec Loss 0.6344 LearningRate 0.0069 Epoch: 14 Global Step: 245870 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:14:50,619-Speed 3315.79 samples/sec Loss 0.6390 LearningRate 0.0069 Epoch: 14 Global Step: 245880 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:14:53,698-Speed 3327.13 samples/sec Loss 0.6420 LearningRate 0.0069 Epoch: 14 Global Step: 245890 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:14:56,832-Speed 3268.38 samples/sec Loss 0.6615 LearningRate 0.0069 Epoch: 14 Global Step: 245900 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:14:59,958-Speed 3275.89 samples/sec Loss 0.6848 LearningRate 0.0069 Epoch: 14 Global Step: 245910 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:15:03,053-Speed 3309.95 samples/sec Loss 0.6555 LearningRate 0.0069 Epoch: 14 Global Step: 245920 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:15:06,128-Speed 3330.43 samples/sec Loss 0.6301 LearningRate 0.0069 Epoch: 14 Global Step: 245930 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:15:09,322-Speed 3207.23 samples/sec Loss 0.6628 LearningRate 0.0069 Epoch: 14 Global Step: 245940 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:15:12,391-Speed 3337.01 samples/sec Loss 0.6485 LearningRate 0.0069 Epoch: 14 Global Step: 245950 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:15:15,499-Speed 3295.31 samples/sec Loss 0.6681 LearningRate 0.0069 Epoch: 14 Global Step: 245960 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:15:18,574-Speed 3330.80 samples/sec Loss 0.6783 LearningRate 0.0069 Epoch: 14 Global Step: 245970 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:15:21,660-Speed 3318.61 samples/sec Loss 0.6108 LearningRate 0.0069 Epoch: 14 Global Step: 245980 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:15:24,792-Speed 3271.24 samples/sec Loss 0.6362 LearningRate 0.0069 Epoch: 14 Global Step: 245990 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:15:27,864-Speed 3333.93 samples/sec Loss 0.6782 LearningRate 0.0069 Epoch: 14 Global Step: 246000 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:16:12,077-[lfw][246000]XNorm: 21.413617 Training: 2022-04-12 01:16:12,078-[lfw][246000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 01:16:12,078-[lfw][246000]Accuracy-Highest: 0.99817 Training: 2022-04-12 01:17:03,429-[cfp_fp][246000]XNorm: 22.522482 Training: 2022-04-12 01:17:03,430-[cfp_fp][246000]Accuracy-Flip: 0.99014+-0.00411 Training: 2022-04-12 01:17:03,430-[cfp_fp][246000]Accuracy-Highest: 0.99186 Training: 2022-04-12 01:17:47,652-[agedb_30][246000]XNorm: 22.873974 Training: 2022-04-12 01:17:47,653-[agedb_30][246000]Accuracy-Flip: 0.98467+-0.00763 Training: 2022-04-12 01:17:47,653-[agedb_30][246000]Accuracy-Highest: 0.98567 Training: 2022-04-12 01:17:50,749-Speed 71.67 samples/sec Loss 0.6549 LearningRate 0.0069 Epoch: 14 Global Step: 246010 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:17:53,808-Speed 3349.08 samples/sec Loss 0.6121 LearningRate 0.0069 Epoch: 14 Global Step: 246020 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:17:56,894-Speed 3318.69 samples/sec Loss 0.6241 LearningRate 0.0069 Epoch: 14 Global Step: 246030 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:17:59,973-Speed 3326.34 samples/sec Loss 0.6353 LearningRate 0.0069 Epoch: 14 Global Step: 246040 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:03,049-Speed 3329.69 samples/sec Loss 0.6311 LearningRate 0.0069 Epoch: 14 Global Step: 246050 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:06,139-Speed 3314.31 samples/sec Loss 0.6499 LearningRate 0.0069 Epoch: 14 Global Step: 246060 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:09,196-Speed 3350.51 samples/sec Loss 0.6624 LearningRate 0.0069 Epoch: 14 Global Step: 246070 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:12,364-Speed 3233.13 samples/sec Loss 0.6006 LearningRate 0.0069 Epoch: 14 Global Step: 246080 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:15,431-Speed 3339.58 samples/sec Loss 0.6750 LearningRate 0.0069 Epoch: 14 Global Step: 246090 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:18,515-Speed 3320.98 samples/sec Loss 0.6082 LearningRate 0.0069 Epoch: 14 Global Step: 246100 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:21,631-Speed 3287.14 samples/sec Loss 0.6589 LearningRate 0.0069 Epoch: 14 Global Step: 246110 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:24,694-Speed 3343.88 samples/sec Loss 0.6053 LearningRate 0.0069 Epoch: 14 Global Step: 246120 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:27,753-Speed 3348.93 samples/sec Loss 0.6341 LearningRate 0.0069 Epoch: 14 Global Step: 246130 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:30,831-Speed 3327.76 samples/sec Loss 0.6288 LearningRate 0.0069 Epoch: 14 Global Step: 246140 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:34,028-Speed 3203.58 samples/sec Loss 0.6620 LearningRate 0.0069 Epoch: 14 Global Step: 246150 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:37,125-Speed 3306.39 samples/sec Loss 0.6816 LearningRate 0.0069 Epoch: 14 Global Step: 246160 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:40,236-Speed 3292.91 samples/sec Loss 0.6196 LearningRate 0.0069 Epoch: 14 Global Step: 246170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:43,382-Speed 3255.37 samples/sec Loss 0.6716 LearningRate 0.0069 Epoch: 14 Global Step: 246180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:18:46,581-Speed 3201.74 samples/sec Loss 0.6457 LearningRate 0.0069 Epoch: 14 Global Step: 246190 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:49,681-Speed 3304.88 samples/sec Loss 0.6299 LearningRate 0.0069 Epoch: 14 Global Step: 246200 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:52,780-Speed 3304.67 samples/sec Loss 0.6054 LearningRate 0.0069 Epoch: 14 Global Step: 246210 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:55,844-Speed 3342.46 samples/sec Loss 0.6310 LearningRate 0.0069 Epoch: 14 Global Step: 246220 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:18:58,913-Speed 3337.68 samples/sec Loss 0.6789 LearningRate 0.0069 Epoch: 14 Global Step: 246230 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:01,993-Speed 3325.03 samples/sec Loss 0.6262 LearningRate 0.0069 Epoch: 14 Global Step: 246240 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:05,128-Speed 3267.73 samples/sec Loss 0.6412 LearningRate 0.0069 Epoch: 14 Global Step: 246250 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:08,240-Speed 3290.97 samples/sec Loss 0.6390 LearningRate 0.0069 Epoch: 14 Global Step: 246260 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:11,450-Speed 3191.08 samples/sec Loss 0.6613 LearningRate 0.0069 Epoch: 14 Global Step: 246270 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:14,575-Speed 3278.19 samples/sec Loss 0.6857 LearningRate 0.0069 Epoch: 14 Global Step: 246280 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:17,664-Speed 3315.72 samples/sec Loss 0.6806 LearningRate 0.0069 Epoch: 14 Global Step: 246290 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 01:19:20,733-Speed 3337.06 samples/sec Loss 0.6464 LearningRate 0.0069 Epoch: 14 Global Step: 246300 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:23,837-Speed 3299.09 samples/sec Loss 0.6909 LearningRate 0.0069 Epoch: 14 Global Step: 246310 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:26,987-Speed 3252.10 samples/sec Loss 0.6305 LearningRate 0.0069 Epoch: 14 Global Step: 246320 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:30,111-Speed 3278.50 samples/sec Loss 0.6234 LearningRate 0.0069 Epoch: 14 Global Step: 246330 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:33,208-Speed 3306.84 samples/sec Loss 0.6686 LearningRate 0.0069 Epoch: 14 Global Step: 246340 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:36,389-Speed 3220.06 samples/sec Loss 0.6251 LearningRate 0.0069 Epoch: 14 Global Step: 246350 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:39,458-Speed 3337.00 samples/sec Loss 0.6187 LearningRate 0.0069 Epoch: 14 Global Step: 246360 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:42,534-Speed 3329.96 samples/sec Loss 0.6103 LearningRate 0.0069 Epoch: 14 Global Step: 246370 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:45,596-Speed 3345.59 samples/sec Loss 0.6458 LearningRate 0.0069 Epoch: 14 Global Step: 246380 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:48,662-Speed 3339.88 samples/sec Loss 0.6732 LearningRate 0.0069 Epoch: 14 Global Step: 246390 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:51,732-Speed 3336.18 samples/sec Loss 0.6716 LearningRate 0.0069 Epoch: 14 Global Step: 246400 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:19:54,794-Speed 3345.58 samples/sec Loss 0.6329 LearningRate 0.0069 Epoch: 14 Global Step: 246410 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:19:57,872-Speed 3327.45 samples/sec Loss 0.6327 LearningRate 0.0069 Epoch: 14 Global Step: 246420 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:20:01,036-Speed 3237.14 samples/sec Loss 0.6286 LearningRate 0.0069 Epoch: 14 Global Step: 246430 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:20:04,111-Speed 3331.24 samples/sec Loss 0.6798 LearningRate 0.0069 Epoch: 14 Global Step: 246440 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:20:07,242-Speed 3270.67 samples/sec Loss 0.6483 LearningRate 0.0069 Epoch: 14 Global Step: 246450 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:20:10,310-Speed 3338.65 samples/sec Loss 0.6499 LearningRate 0.0068 Epoch: 14 Global Step: 246460 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:13,392-Speed 3323.80 samples/sec Loss 0.6363 LearningRate 0.0068 Epoch: 14 Global Step: 246470 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:16,556-Speed 3236.53 samples/sec Loss 0.6667 LearningRate 0.0068 Epoch: 14 Global Step: 246480 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:19,660-Speed 3299.93 samples/sec Loss 0.6201 LearningRate 0.0068 Epoch: 14 Global Step: 246490 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:22,794-Speed 3267.46 samples/sec Loss 0.6095 LearningRate 0.0068 Epoch: 14 Global Step: 246500 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:25,858-Speed 3343.50 samples/sec Loss 0.6264 LearningRate 0.0068 Epoch: 14 Global Step: 246510 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:28,949-Speed 3313.28 samples/sec Loss 0.6244 LearningRate 0.0068 Epoch: 14 Global Step: 246520 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:32,034-Speed 3320.31 samples/sec Loss 0.6628 LearningRate 0.0068 Epoch: 14 Global Step: 246530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:35,111-Speed 3328.63 samples/sec Loss 0.6285 LearningRate 0.0068 Epoch: 14 Global Step: 246540 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:38,183-Speed 3334.14 samples/sec Loss 0.6461 LearningRate 0.0068 Epoch: 14 Global Step: 246550 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:41,251-Speed 3338.40 samples/sec Loss 0.6327 LearningRate 0.0068 Epoch: 14 Global Step: 246560 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:20:44,302-Speed 3358.23 samples/sec Loss 0.6446 LearningRate 0.0068 Epoch: 14 Global Step: 246570 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:47,391-Speed 3315.87 samples/sec Loss 0.6192 LearningRate 0.0068 Epoch: 14 Global Step: 246580 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:50,457-Speed 3341.02 samples/sec Loss 0.6074 LearningRate 0.0068 Epoch: 14 Global Step: 246590 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:53,533-Speed 3329.79 samples/sec Loss 0.6830 LearningRate 0.0068 Epoch: 14 Global Step: 246600 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:56,657-Speed 3278.36 samples/sec Loss 0.6524 LearningRate 0.0068 Epoch: 14 Global Step: 246610 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:20:59,771-Speed 3289.42 samples/sec Loss 0.6696 LearningRate 0.0068 Epoch: 14 Global Step: 246620 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:02,846-Speed 3331.10 samples/sec Loss 0.6132 LearningRate 0.0068 Epoch: 14 Global Step: 246630 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:05,917-Speed 3334.90 samples/sec Loss 0.6262 LearningRate 0.0068 Epoch: 14 Global Step: 246640 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:09,029-Speed 3291.23 samples/sec Loss 0.6306 LearningRate 0.0068 Epoch: 14 Global Step: 246650 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:12,107-Speed 3327.63 samples/sec Loss 0.6298 LearningRate 0.0068 Epoch: 14 Global Step: 246660 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:15,209-Speed 3301.62 samples/sec Loss 0.6312 LearningRate 0.0068 Epoch: 14 Global Step: 246670 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:18,308-Speed 3305.08 samples/sec Loss 0.6537 LearningRate 0.0068 Epoch: 14 Global Step: 246680 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:21,372-Speed 3343.05 samples/sec Loss 0.6173 LearningRate 0.0068 Epoch: 14 Global Step: 246690 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:24,477-Speed 3298.05 samples/sec Loss 0.6331 LearningRate 0.0068 Epoch: 14 Global Step: 246700 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:27,579-Speed 3302.72 samples/sec Loss 0.6487 LearningRate 0.0068 Epoch: 14 Global Step: 246710 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:30,682-Speed 3300.19 samples/sec Loss 0.6712 LearningRate 0.0068 Epoch: 14 Global Step: 246720 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:21:33,832-Speed 3252.27 samples/sec Loss 0.6323 LearningRate 0.0068 Epoch: 14 Global Step: 246730 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:36,976-Speed 3257.25 samples/sec Loss 0.6208 LearningRate 0.0068 Epoch: 14 Global Step: 246740 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:40,099-Speed 3279.01 samples/sec Loss 0.6591 LearningRate 0.0068 Epoch: 14 Global Step: 246750 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:43,182-Speed 3322.29 samples/sec Loss 0.6702 LearningRate 0.0068 Epoch: 14 Global Step: 246760 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:46,276-Speed 3310.50 samples/sec Loss 0.6307 LearningRate 0.0068 Epoch: 14 Global Step: 246770 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:49,375-Speed 3305.47 samples/sec Loss 0.6738 LearningRate 0.0068 Epoch: 14 Global Step: 246780 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:52,456-Speed 3324.37 samples/sec Loss 0.6459 LearningRate 0.0068 Epoch: 14 Global Step: 246790 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:55,548-Speed 3312.30 samples/sec Loss 0.6414 LearningRate 0.0068 Epoch: 14 Global Step: 246800 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:21:58,626-Speed 3327.37 samples/sec Loss 0.6806 LearningRate 0.0068 Epoch: 14 Global Step: 246810 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:01,746-Speed 3283.78 samples/sec Loss 0.6544 LearningRate 0.0068 Epoch: 14 Global Step: 246820 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:04,824-Speed 3326.55 samples/sec Loss 0.6691 LearningRate 0.0068 Epoch: 14 Global Step: 246830 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:22:07,888-Speed 3343.34 samples/sec Loss 0.6375 LearningRate 0.0068 Epoch: 14 Global Step: 246840 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:22:11,043-Speed 3246.17 samples/sec Loss 0.6469 LearningRate 0.0068 Epoch: 14 Global Step: 246850 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:22:14,107-Speed 3343.28 samples/sec Loss 0.6712 LearningRate 0.0068 Epoch: 14 Global Step: 246860 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:17,181-Speed 3331.00 samples/sec Loss 0.6610 LearningRate 0.0068 Epoch: 14 Global Step: 246870 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:20,257-Speed 3330.56 samples/sec Loss 0.6367 LearningRate 0.0068 Epoch: 14 Global Step: 246880 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:23,412-Speed 3246.91 samples/sec Loss 0.6451 LearningRate 0.0068 Epoch: 14 Global Step: 246890 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:26,530-Speed 3284.20 samples/sec Loss 0.6097 LearningRate 0.0068 Epoch: 14 Global Step: 246900 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:29,614-Speed 3321.30 samples/sec Loss 0.6818 LearningRate 0.0068 Epoch: 14 Global Step: 246910 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:32,697-Speed 3322.24 samples/sec Loss 0.6409 LearningRate 0.0068 Epoch: 14 Global Step: 246920 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:35,838-Speed 3260.83 samples/sec Loss 0.6514 LearningRate 0.0068 Epoch: 14 Global Step: 246930 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:38,990-Speed 3249.37 samples/sec Loss 0.6435 LearningRate 0.0068 Epoch: 14 Global Step: 246940 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:42,196-Speed 3194.00 samples/sec Loss 0.6778 LearningRate 0.0068 Epoch: 14 Global Step: 246950 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:22:45,309-Speed 3291.16 samples/sec Loss 0.6707 LearningRate 0.0068 Epoch: 14 Global Step: 246960 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:22:48,401-Speed 3312.46 samples/sec Loss 0.6653 LearningRate 0.0068 Epoch: 14 Global Step: 246970 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:22:51,481-Speed 3325.07 samples/sec Loss 0.6718 LearningRate 0.0068 Epoch: 14 Global Step: 246980 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:22:54,564-Speed 3322.27 samples/sec Loss 0.6457 LearningRate 0.0068 Epoch: 14 Global Step: 246990 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:22:57,708-Speed 3258.29 samples/sec Loss 0.6233 LearningRate 0.0068 Epoch: 14 Global Step: 247000 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:00,803-Speed 3309.42 samples/sec Loss 0.6306 LearningRate 0.0068 Epoch: 14 Global Step: 247010 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:03,881-Speed 3327.70 samples/sec Loss 0.6671 LearningRate 0.0068 Epoch: 14 Global Step: 247020 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:07,025-Speed 3256.63 samples/sec Loss 0.6627 LearningRate 0.0068 Epoch: 14 Global Step: 247030 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:10,094-Speed 3338.09 samples/sec Loss 0.6719 LearningRate 0.0068 Epoch: 14 Global Step: 247040 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:13,170-Speed 3329.33 samples/sec Loss 0.6196 LearningRate 0.0068 Epoch: 14 Global Step: 247050 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:16,261-Speed 3314.02 samples/sec Loss 0.6659 LearningRate 0.0068 Epoch: 14 Global Step: 247060 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:19,338-Speed 3329.22 samples/sec Loss 0.6454 LearningRate 0.0068 Epoch: 14 Global Step: 247070 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:22,410-Speed 3333.30 samples/sec Loss 0.6129 LearningRate 0.0068 Epoch: 14 Global Step: 247080 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:25,546-Speed 3267.66 samples/sec Loss 0.6428 LearningRate 0.0068 Epoch: 14 Global Step: 247090 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:28,632-Speed 3318.82 samples/sec Loss 0.6518 LearningRate 0.0067 Epoch: 14 Global Step: 247100 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:23:31,728-Speed 3308.03 samples/sec Loss 0.6424 LearningRate 0.0067 Epoch: 14 Global Step: 247110 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:34,824-Speed 3308.38 samples/sec Loss 0.6592 LearningRate 0.0067 Epoch: 14 Global Step: 247120 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:37,945-Speed 3281.17 samples/sec Loss 0.6025 LearningRate 0.0067 Epoch: 14 Global Step: 247130 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:41,108-Speed 3238.71 samples/sec Loss 0.6449 LearningRate 0.0067 Epoch: 14 Global Step: 247140 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:44,174-Speed 3340.92 samples/sec Loss 0.6293 LearningRate 0.0067 Epoch: 14 Global Step: 247150 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:47,364-Speed 3210.40 samples/sec Loss 0.6932 LearningRate 0.0067 Epoch: 14 Global Step: 247160 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:50,504-Speed 3261.96 samples/sec Loss 0.6757 LearningRate 0.0067 Epoch: 14 Global Step: 247170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:53,699-Speed 3205.65 samples/sec Loss 0.6461 LearningRate 0.0067 Epoch: 14 Global Step: 247180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:56,782-Speed 3321.89 samples/sec Loss 0.6517 LearningRate 0.0067 Epoch: 14 Global Step: 247190 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:23:59,872-Speed 3314.26 samples/sec Loss 0.6427 LearningRate 0.0067 Epoch: 14 Global Step: 247200 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:24:02,994-Speed 3281.45 samples/sec Loss 0.6870 LearningRate 0.0067 Epoch: 14 Global Step: 247210 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:06,129-Speed 3266.86 samples/sec Loss 0.6434 LearningRate 0.0067 Epoch: 14 Global Step: 247220 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:09,341-Speed 3188.98 samples/sec Loss 0.6533 LearningRate 0.0067 Epoch: 14 Global Step: 247230 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:12,419-Speed 3327.94 samples/sec Loss 0.6341 LearningRate 0.0067 Epoch: 14 Global Step: 247240 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:15,500-Speed 3324.57 samples/sec Loss 0.6204 LearningRate 0.0067 Epoch: 14 Global Step: 247250 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:18,571-Speed 3334.07 samples/sec Loss 0.6490 LearningRate 0.0067 Epoch: 14 Global Step: 247260 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:21,639-Speed 3338.51 samples/sec Loss 0.6253 LearningRate 0.0067 Epoch: 14 Global Step: 247270 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:24,707-Speed 3338.41 samples/sec Loss 0.6644 LearningRate 0.0067 Epoch: 14 Global Step: 247280 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:27,780-Speed 3333.51 samples/sec Loss 0.6466 LearningRate 0.0067 Epoch: 14 Global Step: 247290 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:30,873-Speed 3311.12 samples/sec Loss 0.6430 LearningRate 0.0067 Epoch: 14 Global Step: 247300 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:24:33,931-Speed 3349.64 samples/sec Loss 0.6627 LearningRate 0.0067 Epoch: 14 Global Step: 247310 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:24:37,049-Speed 3284.79 samples/sec Loss 0.6516 LearningRate 0.0067 Epoch: 14 Global Step: 247320 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:24:40,117-Speed 3338.87 samples/sec Loss 0.6519 LearningRate 0.0067 Epoch: 14 Global Step: 247330 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:24:43,323-Speed 3194.99 samples/sec Loss 0.6295 LearningRate 0.0067 Epoch: 14 Global Step: 247340 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:24:46,445-Speed 3280.64 samples/sec Loss 0.6678 LearningRate 0.0067 Epoch: 14 Global Step: 247350 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:24:49,511-Speed 3339.81 samples/sec Loss 0.6930 LearningRate 0.0067 Epoch: 14 Global Step: 247360 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:24:52,591-Speed 3326.19 samples/sec Loss 0.6209 LearningRate 0.0067 Epoch: 14 Global Step: 247370 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:24:55,688-Speed 3307.39 samples/sec Loss 0.6515 LearningRate 0.0067 Epoch: 14 Global Step: 247380 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:24:58,780-Speed 3312.48 samples/sec Loss 0.6363 LearningRate 0.0067 Epoch: 14 Global Step: 247390 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:25:01,846-Speed 3340.03 samples/sec Loss 0.6347 LearningRate 0.0067 Epoch: 14 Global Step: 247400 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:25:04,971-Speed 3277.76 samples/sec Loss 0.6526 LearningRate 0.0067 Epoch: 14 Global Step: 247410 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:25:08,038-Speed 3339.86 samples/sec Loss 0.6526 LearningRate 0.0067 Epoch: 14 Global Step: 247420 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:25:11,117-Speed 3326.53 samples/sec Loss 0.6220 LearningRate 0.0067 Epoch: 14 Global Step: 247430 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:25:14,209-Speed 3312.29 samples/sec Loss 0.6380 LearningRate 0.0067 Epoch: 14 Global Step: 247440 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:17,290-Speed 3324.41 samples/sec Loss 0.6499 LearningRate 0.0067 Epoch: 14 Global Step: 247450 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:20,454-Speed 3236.40 samples/sec Loss 0.6337 LearningRate 0.0067 Epoch: 14 Global Step: 247460 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:23,527-Speed 3333.16 samples/sec Loss 0.6631 LearningRate 0.0067 Epoch: 14 Global Step: 247470 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:26,608-Speed 3325.08 samples/sec Loss 0.6673 LearningRate 0.0067 Epoch: 14 Global Step: 247480 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:29,699-Speed 3313.07 samples/sec Loss 0.6600 LearningRate 0.0067 Epoch: 14 Global Step: 247490 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:32,808-Speed 3294.67 samples/sec Loss 0.6528 LearningRate 0.0067 Epoch: 14 Global Step: 247500 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:35,882-Speed 3331.93 samples/sec Loss 0.6552 LearningRate 0.0067 Epoch: 14 Global Step: 247510 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:38,996-Speed 3288.48 samples/sec Loss 0.6313 LearningRate 0.0067 Epoch: 14 Global Step: 247520 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:42,131-Speed 3267.18 samples/sec Loss 0.6157 LearningRate 0.0067 Epoch: 14 Global Step: 247530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:45,212-Speed 3325.16 samples/sec Loss 0.6683 LearningRate 0.0067 Epoch: 14 Global Step: 247540 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:25:48,298-Speed 3318.73 samples/sec Loss 0.6531 LearningRate 0.0067 Epoch: 14 Global Step: 247550 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:25:51,365-Speed 3339.08 samples/sec Loss 0.6067 LearningRate 0.0067 Epoch: 14 Global Step: 247560 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:54,509-Speed 3257.97 samples/sec Loss 0.6460 LearningRate 0.0067 Epoch: 14 Global Step: 247570 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:25:57,611-Speed 3302.18 samples/sec Loss 0.6782 LearningRate 0.0067 Epoch: 14 Global Step: 247580 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:00,700-Speed 3315.47 samples/sec Loss 0.6565 LearningRate 0.0067 Epoch: 14 Global Step: 247590 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:03,787-Speed 3317.89 samples/sec Loss 0.6319 LearningRate 0.0067 Epoch: 14 Global Step: 247600 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:06,873-Speed 3318.69 samples/sec Loss 0.6401 LearningRate 0.0067 Epoch: 14 Global Step: 247610 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:09,950-Speed 3329.05 samples/sec Loss 0.6577 LearningRate 0.0067 Epoch: 14 Global Step: 247620 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:13,025-Speed 3330.85 samples/sec Loss 0.6409 LearningRate 0.0067 Epoch: 14 Global Step: 247630 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:16,128-Speed 3300.37 samples/sec Loss 0.6657 LearningRate 0.0067 Epoch: 14 Global Step: 247640 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:19,208-Speed 3325.60 samples/sec Loss 0.6842 LearningRate 0.0067 Epoch: 14 Global Step: 247650 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:22,345-Speed 3265.70 samples/sec Loss 0.6588 LearningRate 0.0067 Epoch: 14 Global Step: 247660 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:26:25,442-Speed 3306.74 samples/sec Loss 0.6478 LearningRate 0.0067 Epoch: 14 Global Step: 247670 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:26:28,550-Speed 3295.47 samples/sec Loss 0.6756 LearningRate 0.0067 Epoch: 14 Global Step: 247680 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:26:31,621-Speed 3335.56 samples/sec Loss 0.6954 LearningRate 0.0067 Epoch: 14 Global Step: 247690 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:34,699-Speed 3327.64 samples/sec Loss 0.6619 LearningRate 0.0067 Epoch: 14 Global Step: 247700 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:37,855-Speed 3245.19 samples/sec Loss 0.6303 LearningRate 0.0067 Epoch: 14 Global Step: 247710 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:40,920-Speed 3340.72 samples/sec Loss 0.6397 LearningRate 0.0067 Epoch: 14 Global Step: 247720 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:43,991-Speed 3336.02 samples/sec Loss 0.6514 LearningRate 0.0067 Epoch: 14 Global Step: 247730 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:47,093-Speed 3301.12 samples/sec Loss 0.6317 LearningRate 0.0066 Epoch: 14 Global Step: 247740 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:50,165-Speed 3334.45 samples/sec Loss 0.6286 LearningRate 0.0066 Epoch: 14 Global Step: 247750 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:53,254-Speed 3316.44 samples/sec Loss 0.6411 LearningRate 0.0066 Epoch: 14 Global Step: 247760 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:56,319-Speed 3340.59 samples/sec Loss 0.6294 LearningRate 0.0066 Epoch: 14 Global Step: 247770 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:26:59,413-Speed 3310.87 samples/sec Loss 0.6520 LearningRate 0.0066 Epoch: 14 Global Step: 247780 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:02,487-Speed 3332.37 samples/sec Loss 0.6823 LearningRate 0.0066 Epoch: 14 Global Step: 247790 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:27:05,557-Speed 3335.80 samples/sec Loss 0.6625 LearningRate 0.0066 Epoch: 14 Global Step: 247800 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:27:08,622-Speed 3341.72 samples/sec Loss 0.6388 LearningRate 0.0066 Epoch: 14 Global Step: 247810 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:11,717-Speed 3309.34 samples/sec Loss 0.6850 LearningRate 0.0066 Epoch: 14 Global Step: 247820 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:14,824-Speed 3296.81 samples/sec Loss 0.6610 LearningRate 0.0066 Epoch: 14 Global Step: 247830 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:17,928-Speed 3299.76 samples/sec Loss 0.6496 LearningRate 0.0066 Epoch: 14 Global Step: 247840 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:21,027-Speed 3304.42 samples/sec Loss 0.6541 LearningRate 0.0066 Epoch: 14 Global Step: 247850 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:24,097-Speed 3336.76 samples/sec Loss 0.6749 LearningRate 0.0066 Epoch: 14 Global Step: 247860 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:27,179-Speed 3323.12 samples/sec Loss 0.6051 LearningRate 0.0066 Epoch: 14 Global Step: 247870 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:30,246-Speed 3338.88 samples/sec Loss 0.6410 LearningRate 0.0066 Epoch: 14 Global Step: 247880 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:33,313-Speed 3339.75 samples/sec Loss 0.6302 LearningRate 0.0066 Epoch: 14 Global Step: 247890 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:36,380-Speed 3340.05 samples/sec Loss 0.6216 LearningRate 0.0066 Epoch: 14 Global Step: 247900 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:39,468-Speed 3316.62 samples/sec Loss 0.6376 LearningRate 0.0066 Epoch: 14 Global Step: 247910 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:27:42,558-Speed 3314.71 samples/sec Loss 0.6487 LearningRate 0.0066 Epoch: 14 Global Step: 247920 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:27:45,626-Speed 3338.37 samples/sec Loss 0.6750 LearningRate 0.0066 Epoch: 14 Global Step: 247930 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:27:48,681-Speed 3353.14 samples/sec Loss 0.6491 LearningRate 0.0066 Epoch: 14 Global Step: 247940 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:51,765-Speed 3321.02 samples/sec Loss 0.6316 LearningRate 0.0066 Epoch: 14 Global Step: 247950 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:54,993-Speed 3172.73 samples/sec Loss 0.6504 LearningRate 0.0066 Epoch: 14 Global Step: 247960 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:27:58,055-Speed 3344.95 samples/sec Loss 0.6625 LearningRate 0.0066 Epoch: 14 Global Step: 247970 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:28:01,132-Speed 3328.89 samples/sec Loss 0.6353 LearningRate 0.0066 Epoch: 14 Global Step: 247980 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:28:04,204-Speed 3333.99 samples/sec Loss 0.6186 LearningRate 0.0066 Epoch: 14 Global Step: 247990 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:28:07,282-Speed 3327.63 samples/sec Loss 0.6498 LearningRate 0.0066 Epoch: 14 Global Step: 248000 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:28:50,869-[lfw][248000]XNorm: 21.803173 Training: 2022-04-12 01:28:50,869-[lfw][248000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-12 01:28:50,870-[lfw][248000]Accuracy-Highest: 0.99817 Training: 2022-04-12 01:29:41,510-[cfp_fp][248000]XNorm: 23.176701 Training: 2022-04-12 01:29:41,510-[cfp_fp][248000]Accuracy-Flip: 0.99114+-0.00518 Training: 2022-04-12 01:29:41,511-[cfp_fp][248000]Accuracy-Highest: 0.99186 Training: 2022-04-12 01:30:25,064-[agedb_30][248000]XNorm: 23.649254 Training: 2022-04-12 01:30:25,064-[agedb_30][248000]Accuracy-Flip: 0.98450+-0.00723 Training: 2022-04-12 01:30:25,065-[agedb_30][248000]Accuracy-Highest: 0.98567 Training: 2022-04-12 01:30:28,183-Speed 72.68 samples/sec Loss 0.6443 LearningRate 0.0066 Epoch: 14 Global Step: 248010 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:31,239-Speed 3351.69 samples/sec Loss 0.6219 LearningRate 0.0066 Epoch: 14 Global Step: 248020 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:34,305-Speed 3340.69 samples/sec Loss 0.6367 LearningRate 0.0066 Epoch: 14 Global Step: 248030 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:37,444-Speed 3263.28 samples/sec Loss 0.6406 LearningRate 0.0066 Epoch: 14 Global Step: 248040 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:40,528-Speed 3320.21 samples/sec Loss 0.6600 LearningRate 0.0066 Epoch: 14 Global Step: 248050 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:43,621-Speed 3311.95 samples/sec Loss 0.6577 LearningRate 0.0066 Epoch: 14 Global Step: 248060 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:46,699-Speed 3327.27 samples/sec Loss 0.6610 LearningRate 0.0066 Epoch: 14 Global Step: 248070 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:49,906-Speed 3194.58 samples/sec Loss 0.6401 LearningRate 0.0066 Epoch: 14 Global Step: 248080 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:30:52,975-Speed 3337.18 samples/sec Loss 0.6207 LearningRate 0.0066 Epoch: 14 Global Step: 248090 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:30:56,075-Speed 3303.33 samples/sec Loss 0.6573 LearningRate 0.0066 Epoch: 14 Global Step: 248100 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:30:59,261-Speed 3215.52 samples/sec Loss 0.6607 LearningRate 0.0066 Epoch: 14 Global Step: 248110 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:02,395-Speed 3267.24 samples/sec Loss 0.6437 LearningRate 0.0066 Epoch: 14 Global Step: 248120 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:05,467-Speed 3334.52 samples/sec Loss 0.6321 LearningRate 0.0066 Epoch: 14 Global Step: 248130 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:08,637-Speed 3230.88 samples/sec Loss 0.6627 LearningRate 0.0066 Epoch: 14 Global Step: 248140 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:11,719-Speed 3323.33 samples/sec Loss 0.6295 LearningRate 0.0066 Epoch: 14 Global Step: 248150 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:14,781-Speed 3344.80 samples/sec Loss 0.6591 LearningRate 0.0066 Epoch: 14 Global Step: 248160 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:17,847-Speed 3341.44 samples/sec Loss 0.6511 LearningRate 0.0066 Epoch: 14 Global Step: 248170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:20,911-Speed 3342.01 samples/sec Loss 0.6460 LearningRate 0.0066 Epoch: 14 Global Step: 248180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:23,992-Speed 3325.22 samples/sec Loss 0.6251 LearningRate 0.0066 Epoch: 14 Global Step: 248190 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:31:27,081-Speed 3314.97 samples/sec Loss 0.6591 LearningRate 0.0066 Epoch: 14 Global Step: 248200 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:31:30,245-Speed 3237.60 samples/sec Loss 0.6281 LearningRate 0.0066 Epoch: 14 Global Step: 248210 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:31:33,330-Speed 3319.17 samples/sec Loss 0.6377 LearningRate 0.0066 Epoch: 14 Global Step: 248220 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:31:36,414-Speed 3336.42 samples/sec Loss 0.6310 LearningRate 0.0066 Epoch: 14 Global Step: 248230 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:31:39,466-Speed 3355.64 samples/sec Loss 0.6193 LearningRate 0.0066 Epoch: 14 Global Step: 248240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:42,529-Speed 3343.92 samples/sec Loss 0.6459 LearningRate 0.0066 Epoch: 14 Global Step: 248250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:45,629-Speed 3304.27 samples/sec Loss 0.6808 LearningRate 0.0066 Epoch: 14 Global Step: 248260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:48,707-Speed 3327.23 samples/sec Loss 0.6652 LearningRate 0.0066 Epoch: 14 Global Step: 248270 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:51,795-Speed 3316.56 samples/sec Loss 0.6546 LearningRate 0.0066 Epoch: 14 Global Step: 248280 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:54,866-Speed 3335.88 samples/sec Loss 0.6208 LearningRate 0.0066 Epoch: 14 Global Step: 248290 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:31:57,952-Speed 3318.51 samples/sec Loss 0.6524 LearningRate 0.0066 Epoch: 14 Global Step: 248300 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:32:01,044-Speed 3312.39 samples/sec Loss 0.6615 LearningRate 0.0066 Epoch: 14 Global Step: 248310 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:32:04,110-Speed 3341.16 samples/sec Loss 0.6379 LearningRate 0.0066 Epoch: 14 Global Step: 248320 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:32:07,179-Speed 3338.16 samples/sec Loss 0.6432 LearningRate 0.0066 Epoch: 14 Global Step: 248330 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:32:10,245-Speed 3339.46 samples/sec Loss 0.6527 LearningRate 0.0066 Epoch: 14 Global Step: 248340 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:13,353-Speed 3295.42 samples/sec Loss 0.6432 LearningRate 0.0066 Epoch: 14 Global Step: 248350 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:16,438-Speed 3320.28 samples/sec Loss 0.6091 LearningRate 0.0066 Epoch: 14 Global Step: 248360 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:19,505-Speed 3339.40 samples/sec Loss 0.6489 LearningRate 0.0066 Epoch: 14 Global Step: 248370 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:22,578-Speed 3333.63 samples/sec Loss 0.6381 LearningRate 0.0066 Epoch: 14 Global Step: 248380 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:25,660-Speed 3322.61 samples/sec Loss 0.6207 LearningRate 0.0065 Epoch: 14 Global Step: 248390 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:28,730-Speed 3336.90 samples/sec Loss 0.6275 LearningRate 0.0065 Epoch: 14 Global Step: 248400 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:31,802-Speed 3334.44 samples/sec Loss 0.6470 LearningRate 0.0065 Epoch: 14 Global Step: 248410 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:32:34,863-Speed 3345.28 samples/sec Loss 0.6528 LearningRate 0.0065 Epoch: 14 Global Step: 248420 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:32:37,933-Speed 3337.20 samples/sec Loss 0.6154 LearningRate 0.0065 Epoch: 14 Global Step: 248430 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:32:41,035-Speed 3301.55 samples/sec Loss 0.6213 LearningRate 0.0065 Epoch: 14 Global Step: 248440 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:32:44,132-Speed 3306.46 samples/sec Loss 0.6506 LearningRate 0.0065 Epoch: 14 Global Step: 248450 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:32:47,220-Speed 3316.90 samples/sec Loss 0.6770 LearningRate 0.0065 Epoch: 14 Global Step: 248460 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:32:50,310-Speed 3315.05 samples/sec Loss 0.6612 LearningRate 0.0065 Epoch: 14 Global Step: 248470 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:32:53,384-Speed 3331.75 samples/sec Loss 0.6817 LearningRate 0.0065 Epoch: 14 Global Step: 248480 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:32:56,580-Speed 3204.18 samples/sec Loss 0.6446 LearningRate 0.0065 Epoch: 14 Global Step: 248490 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:32:59,695-Speed 3289.06 samples/sec Loss 0.6651 LearningRate 0.0065 Epoch: 14 Global Step: 248500 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:33:02,760-Speed 3341.79 samples/sec Loss 0.6386 LearningRate 0.0065 Epoch: 14 Global Step: 248510 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:33:05,830-Speed 3335.61 samples/sec Loss 0.6625 LearningRate 0.0065 Epoch: 14 Global Step: 248520 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:33:08,900-Speed 3336.81 samples/sec Loss 0.6398 LearningRate 0.0065 Epoch: 14 Global Step: 248530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:12,075-Speed 3225.33 samples/sec Loss 0.6384 LearningRate 0.0065 Epoch: 14 Global Step: 248540 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:15,200-Speed 3277.43 samples/sec Loss 0.6521 LearningRate 0.0065 Epoch: 14 Global Step: 248550 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:18,294-Speed 3310.97 samples/sec Loss 0.7050 LearningRate 0.0065 Epoch: 14 Global Step: 248560 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:21,384-Speed 3314.34 samples/sec Loss 0.6343 LearningRate 0.0065 Epoch: 14 Global Step: 248570 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:24,485-Speed 3302.86 samples/sec Loss 0.6529 LearningRate 0.0065 Epoch: 14 Global Step: 248580 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:27,549-Speed 3343.74 samples/sec Loss 0.6288 LearningRate 0.0065 Epoch: 14 Global Step: 248590 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:30,644-Speed 3308.81 samples/sec Loss 0.6697 LearningRate 0.0065 Epoch: 14 Global Step: 248600 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:33,719-Speed 3330.29 samples/sec Loss 0.6360 LearningRate 0.0065 Epoch: 14 Global Step: 248610 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:36,807-Speed 3317.32 samples/sec Loss 0.6615 LearningRate 0.0065 Epoch: 14 Global Step: 248620 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:39,880-Speed 3333.34 samples/sec Loss 0.6492 LearningRate 0.0065 Epoch: 14 Global Step: 248630 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:33:42,949-Speed 3336.39 samples/sec Loss 0.6410 LearningRate 0.0065 Epoch: 14 Global Step: 248640 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:33:46,033-Speed 3321.40 samples/sec Loss 0.6693 LearningRate 0.0065 Epoch: 14 Global Step: 248650 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:33:49,098-Speed 3341.51 samples/sec Loss 0.6360 LearningRate 0.0065 Epoch: 14 Global Step: 248660 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:33:52,182-Speed 3321.22 samples/sec Loss 0.6662 LearningRate 0.0065 Epoch: 14 Global Step: 248670 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:55,269-Speed 3317.97 samples/sec Loss 0.6529 LearningRate 0.0065 Epoch: 14 Global Step: 248680 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:33:58,381-Speed 3291.63 samples/sec Loss 0.6734 LearningRate 0.0065 Epoch: 14 Global Step: 248690 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:01,484-Speed 3300.29 samples/sec Loss 0.6594 LearningRate 0.0065 Epoch: 14 Global Step: 248700 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:04,567-Speed 3322.36 samples/sec Loss 0.5952 LearningRate 0.0065 Epoch: 14 Global Step: 248710 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:07,641-Speed 3331.54 samples/sec Loss 0.6536 LearningRate 0.0065 Epoch: 14 Global Step: 248720 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:10,809-Speed 3233.22 samples/sec Loss 0.6614 LearningRate 0.0065 Epoch: 14 Global Step: 248730 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:13,875-Speed 3340.55 samples/sec Loss 0.6461 LearningRate 0.0065 Epoch: 14 Global Step: 248740 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:16,948-Speed 3333.11 samples/sec Loss 0.6422 LearningRate 0.0065 Epoch: 14 Global Step: 248750 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:20,020-Speed 3334.84 samples/sec Loss 0.6589 LearningRate 0.0065 Epoch: 14 Global Step: 248760 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:23,082-Speed 3344.52 samples/sec Loss 0.6382 LearningRate 0.0065 Epoch: 14 Global Step: 248770 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:34:26,158-Speed 3329.30 samples/sec Loss 0.6497 LearningRate 0.0065 Epoch: 14 Global Step: 248780 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:34:29,242-Speed 3321.09 samples/sec Loss 0.6547 LearningRate 0.0065 Epoch: 14 Global Step: 248790 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:34:32,338-Speed 3308.27 samples/sec Loss 0.6680 LearningRate 0.0065 Epoch: 14 Global Step: 248800 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:34:35,413-Speed 3330.74 samples/sec Loss 0.6508 LearningRate 0.0065 Epoch: 14 Global Step: 248810 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:34:38,494-Speed 3324.72 samples/sec Loss 0.6690 LearningRate 0.0065 Epoch: 14 Global Step: 248820 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:34:41,553-Speed 3348.41 samples/sec Loss 0.6602 LearningRate 0.0065 Epoch: 14 Global Step: 248830 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:44,625-Speed 3333.92 samples/sec Loss 0.6358 LearningRate 0.0065 Epoch: 14 Global Step: 248840 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:47,735-Speed 3293.17 samples/sec Loss 0.6916 LearningRate 0.0065 Epoch: 14 Global Step: 248850 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:50,819-Speed 3321.73 samples/sec Loss 0.6176 LearningRate 0.0065 Epoch: 14 Global Step: 248860 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:53,890-Speed 3334.45 samples/sec Loss 0.6581 LearningRate 0.0065 Epoch: 14 Global Step: 248870 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:34:56,979-Speed 3316.48 samples/sec Loss 0.6667 LearningRate 0.0065 Epoch: 14 Global Step: 248880 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:00,050-Speed 3334.93 samples/sec Loss 0.6320 LearningRate 0.0065 Epoch: 14 Global Step: 248890 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:03,119-Speed 3337.44 samples/sec Loss 0.6434 LearningRate 0.0065 Epoch: 14 Global Step: 248900 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:06,185-Speed 3340.23 samples/sec Loss 0.6630 LearningRate 0.0065 Epoch: 14 Global Step: 248910 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:09,270-Speed 3319.84 samples/sec Loss 0.6724 LearningRate 0.0065 Epoch: 14 Global Step: 248920 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:12,345-Speed 3331.01 samples/sec Loss 0.6386 LearningRate 0.0065 Epoch: 14 Global Step: 248930 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:35:15,412-Speed 3340.08 samples/sec Loss 0.6401 LearningRate 0.0065 Epoch: 14 Global Step: 248940 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:35:18,503-Speed 3313.48 samples/sec Loss 0.6345 LearningRate 0.0065 Epoch: 14 Global Step: 248950 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:35:21,607-Speed 3299.84 samples/sec Loss 0.6519 LearningRate 0.0065 Epoch: 14 Global Step: 248960 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:35:24,695-Speed 3316.24 samples/sec Loss 0.6414 LearningRate 0.0065 Epoch: 14 Global Step: 248970 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:35:27,765-Speed 3336.61 samples/sec Loss 0.6683 LearningRate 0.0065 Epoch: 14 Global Step: 248980 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:30,950-Speed 3215.88 samples/sec Loss 0.6733 LearningRate 0.0065 Epoch: 14 Global Step: 248990 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:34,016-Speed 3340.61 samples/sec Loss 0.6580 LearningRate 0.0065 Epoch: 14 Global Step: 249000 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:37,091-Speed 3329.89 samples/sec Loss 0.6328 LearningRate 0.0065 Epoch: 14 Global Step: 249010 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:40,158-Speed 3340.28 samples/sec Loss 0.6568 LearningRate 0.0065 Epoch: 14 Global Step: 249020 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:43,225-Speed 3339.27 samples/sec Loss 0.6248 LearningRate 0.0065 Epoch: 14 Global Step: 249030 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:46,309-Speed 3320.92 samples/sec Loss 0.6373 LearningRate 0.0065 Epoch: 14 Global Step: 249040 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:49,404-Speed 3310.34 samples/sec Loss 0.6493 LearningRate 0.0064 Epoch: 14 Global Step: 249050 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:52,482-Speed 3326.82 samples/sec Loss 0.6509 LearningRate 0.0064 Epoch: 14 Global Step: 249060 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:55,555-Speed 3333.35 samples/sec Loss 0.6558 LearningRate 0.0064 Epoch: 14 Global Step: 249070 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:35:58,664-Speed 3294.64 samples/sec Loss 0.6196 LearningRate 0.0064 Epoch: 14 Global Step: 249080 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:01,774-Speed 3292.32 samples/sec Loss 0.6402 LearningRate 0.0064 Epoch: 14 Global Step: 249090 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:04,895-Speed 3281.98 samples/sec Loss 0.6444 LearningRate 0.0064 Epoch: 14 Global Step: 249100 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:07,970-Speed 3331.26 samples/sec Loss 0.6499 LearningRate 0.0064 Epoch: 14 Global Step: 249110 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:11,056-Speed 3319.74 samples/sec Loss 0.6842 LearningRate 0.0064 Epoch: 14 Global Step: 249120 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:14,121-Speed 3341.38 samples/sec Loss 0.6638 LearningRate 0.0064 Epoch: 14 Global Step: 249130 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:17,222-Speed 3302.44 samples/sec Loss 0.6542 LearningRate 0.0064 Epoch: 14 Global Step: 249140 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:20,306-Speed 3321.37 samples/sec Loss 0.6688 LearningRate 0.0064 Epoch: 14 Global Step: 249150 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:23,378-Speed 3333.99 samples/sec Loss 0.6392 LearningRate 0.0064 Epoch: 14 Global Step: 249160 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:36:26,433-Speed 3352.63 samples/sec Loss 0.6281 LearningRate 0.0064 Epoch: 14 Global Step: 249170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:29,522-Speed 3316.05 samples/sec Loss 0.6327 LearningRate 0.0064 Epoch: 14 Global Step: 249180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:32,598-Speed 3328.91 samples/sec Loss 0.6459 LearningRate 0.0064 Epoch: 14 Global Step: 249190 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:35,695-Speed 3308.00 samples/sec Loss 0.6530 LearningRate 0.0064 Epoch: 14 Global Step: 249200 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:38,759-Speed 3342.30 samples/sec Loss 0.6363 LearningRate 0.0064 Epoch: 14 Global Step: 249210 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:41,974-Speed 3186.09 samples/sec Loss 0.6266 LearningRate 0.0064 Epoch: 14 Global Step: 249220 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:45,061-Speed 3317.22 samples/sec Loss 0.6656 LearningRate 0.0064 Epoch: 14 Global Step: 249230 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:48,138-Speed 3328.94 samples/sec Loss 0.6605 LearningRate 0.0064 Epoch: 14 Global Step: 249240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:51,207-Speed 3337.63 samples/sec Loss 0.6473 LearningRate 0.0064 Epoch: 14 Global Step: 249250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:54,280-Speed 3332.65 samples/sec Loss 0.6631 LearningRate 0.0064 Epoch: 14 Global Step: 249260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:36:57,350-Speed 3336.82 samples/sec Loss 0.6613 LearningRate 0.0064 Epoch: 14 Global Step: 249270 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:00,414-Speed 3342.63 samples/sec Loss 0.6275 LearningRate 0.0064 Epoch: 14 Global Step: 249280 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:03,486-Speed 3333.72 samples/sec Loss 0.6432 LearningRate 0.0064 Epoch: 14 Global Step: 249290 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:06,570-Speed 3321.35 samples/sec Loss 0.6243 LearningRate 0.0064 Epoch: 14 Global Step: 249300 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:09,656-Speed 3319.39 samples/sec Loss 0.6678 LearningRate 0.0064 Epoch: 14 Global Step: 249310 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:12,720-Speed 3342.73 samples/sec Loss 0.6291 LearningRate 0.0064 Epoch: 14 Global Step: 249320 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:15,790-Speed 3336.94 samples/sec Loss 0.6299 LearningRate 0.0064 Epoch: 14 Global Step: 249330 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:18,859-Speed 3336.89 samples/sec Loss 0.6200 LearningRate 0.0064 Epoch: 14 Global Step: 249340 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:21,931-Speed 3333.94 samples/sec Loss 0.6727 LearningRate 0.0064 Epoch: 14 Global Step: 249350 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:25,011-Speed 3325.19 samples/sec Loss 0.6417 LearningRate 0.0064 Epoch: 14 Global Step: 249360 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:28,088-Speed 3328.48 samples/sec Loss 0.6714 LearningRate 0.0064 Epoch: 14 Global Step: 249370 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 01:37:31,153-Speed 3342.66 samples/sec Loss 0.6394 LearningRate 0.0064 Epoch: 14 Global Step: 249380 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:34,222-Speed 3337.38 samples/sec Loss 0.6199 LearningRate 0.0064 Epoch: 14 Global Step: 249390 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:37,321-Speed 3305.39 samples/sec Loss 0.6370 LearningRate 0.0064 Epoch: 14 Global Step: 249400 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:40,406-Speed 3320.25 samples/sec Loss 0.6773 LearningRate 0.0064 Epoch: 14 Global Step: 249410 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:43,576-Speed 3230.36 samples/sec Loss 0.6629 LearningRate 0.0064 Epoch: 14 Global Step: 249420 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:46,793-Speed 3183.62 samples/sec Loss 0.6508 LearningRate 0.0064 Epoch: 14 Global Step: 249430 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:49,870-Speed 3328.95 samples/sec Loss 0.6592 LearningRate 0.0064 Epoch: 14 Global Step: 249440 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:52,959-Speed 3315.91 samples/sec Loss 0.6658 LearningRate 0.0064 Epoch: 14 Global Step: 249450 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:37:56,022-Speed 3344.20 samples/sec Loss 0.6321 LearningRate 0.0064 Epoch: 14 Global Step: 249460 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:37:59,088-Speed 3340.49 samples/sec Loss 0.6369 LearningRate 0.0064 Epoch: 14 Global Step: 249470 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:02,190-Speed 3301.58 samples/sec Loss 0.6372 LearningRate 0.0064 Epoch: 14 Global Step: 249480 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:05,304-Speed 3289.30 samples/sec Loss 0.6298 LearningRate 0.0064 Epoch: 14 Global Step: 249490 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:08,378-Speed 3331.99 samples/sec Loss 0.6496 LearningRate 0.0064 Epoch: 14 Global Step: 249500 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:11,445-Speed 3339.20 samples/sec Loss 0.6522 LearningRate 0.0064 Epoch: 14 Global Step: 249510 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:14,525-Speed 3325.42 samples/sec Loss 0.6636 LearningRate 0.0064 Epoch: 14 Global Step: 249520 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:17,604-Speed 3327.02 samples/sec Loss 0.6363 LearningRate 0.0064 Epoch: 14 Global Step: 249530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:20,681-Speed 3328.04 samples/sec Loss 0.6422 LearningRate 0.0064 Epoch: 14 Global Step: 249540 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:23,761-Speed 3325.62 samples/sec Loss 0.6464 LearningRate 0.0064 Epoch: 14 Global Step: 249550 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:38:26,859-Speed 3305.94 samples/sec Loss 0.7001 LearningRate 0.0064 Epoch: 14 Global Step: 249560 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:38:29,934-Speed 3331.02 samples/sec Loss 0.6548 LearningRate 0.0064 Epoch: 14 Global Step: 249570 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:38:33,021-Speed 3318.39 samples/sec Loss 0.6183 LearningRate 0.0064 Epoch: 14 Global Step: 249580 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:38:36,089-Speed 3337.69 samples/sec Loss 0.6402 LearningRate 0.0064 Epoch: 14 Global Step: 249590 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:38:39,170-Speed 3324.29 samples/sec Loss 0.6242 LearningRate 0.0064 Epoch: 14 Global Step: 249600 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:38:42,233-Speed 3343.88 samples/sec Loss 0.6389 LearningRate 0.0064 Epoch: 14 Global Step: 249610 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:38:45,315-Speed 3323.86 samples/sec Loss 0.6215 LearningRate 0.0064 Epoch: 14 Global Step: 249620 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:38:48,391-Speed 3329.45 samples/sec Loss 0.6574 LearningRate 0.0064 Epoch: 14 Global Step: 249630 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:38:51,468-Speed 3329.09 samples/sec Loss 0.6608 LearningRate 0.0064 Epoch: 14 Global Step: 249640 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:38:54,552-Speed 3320.33 samples/sec Loss 0.6219 LearningRate 0.0064 Epoch: 14 Global Step: 249650 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:38:57,646-Speed 3310.95 samples/sec Loss 0.6137 LearningRate 0.0064 Epoch: 14 Global Step: 249660 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:00,733-Speed 3318.67 samples/sec Loss 0.6492 LearningRate 0.0064 Epoch: 14 Global Step: 249670 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:03,816-Speed 3321.47 samples/sec Loss 0.6754 LearningRate 0.0064 Epoch: 14 Global Step: 249680 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:06,919-Speed 3300.76 samples/sec Loss 0.6181 LearningRate 0.0064 Epoch: 14 Global Step: 249690 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:10,040-Speed 3281.66 samples/sec Loss 0.6442 LearningRate 0.0064 Epoch: 14 Global Step: 249700 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:13,166-Speed 3277.13 samples/sec Loss 0.6753 LearningRate 0.0063 Epoch: 14 Global Step: 249710 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:39:16,413-Speed 3153.77 samples/sec Loss 0.6597 LearningRate 0.0063 Epoch: 14 Global Step: 249720 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:39:19,523-Speed 3293.68 samples/sec Loss 0.6344 LearningRate 0.0063 Epoch: 14 Global Step: 249730 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:39:22,620-Speed 3307.67 samples/sec Loss 0.6597 LearningRate 0.0063 Epoch: 14 Global Step: 249740 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:39:25,690-Speed 3336.10 samples/sec Loss 0.6463 LearningRate 0.0063 Epoch: 14 Global Step: 249750 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:39:28,752-Speed 3344.97 samples/sec Loss 0.6309 LearningRate 0.0063 Epoch: 14 Global Step: 249760 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:31,872-Speed 3282.49 samples/sec Loss 0.6563 LearningRate 0.0063 Epoch: 14 Global Step: 249770 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:34,949-Speed 3328.76 samples/sec Loss 0.6412 LearningRate 0.0063 Epoch: 14 Global Step: 249780 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:38,039-Speed 3314.40 samples/sec Loss 0.6463 LearningRate 0.0063 Epoch: 14 Global Step: 249790 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:41,113-Speed 3332.55 samples/sec Loss 0.6404 LearningRate 0.0063 Epoch: 14 Global Step: 249800 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:44,202-Speed 3314.77 samples/sec Loss 0.6709 LearningRate 0.0063 Epoch: 14 Global Step: 249810 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:47,273-Speed 3336.41 samples/sec Loss 0.6302 LearningRate 0.0063 Epoch: 14 Global Step: 249820 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:50,407-Speed 3267.75 samples/sec Loss 0.6478 LearningRate 0.0063 Epoch: 14 Global Step: 249830 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:53,650-Speed 3157.99 samples/sec Loss 0.6835 LearningRate 0.0063 Epoch: 14 Global Step: 249840 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:56,727-Speed 3328.99 samples/sec Loss 0.6382 LearningRate 0.0063 Epoch: 14 Global Step: 249850 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:39:59,814-Speed 3317.79 samples/sec Loss 0.6278 LearningRate 0.0063 Epoch: 14 Global Step: 249860 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:02,945-Speed 3271.60 samples/sec Loss 0.6526 LearningRate 0.0063 Epoch: 14 Global Step: 249870 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:06,021-Speed 3330.04 samples/sec Loss 0.6386 LearningRate 0.0063 Epoch: 14 Global Step: 249880 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:09,094-Speed 3332.54 samples/sec Loss 0.6526 LearningRate 0.0063 Epoch: 14 Global Step: 249890 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:12,178-Speed 3320.60 samples/sec Loss 0.6480 LearningRate 0.0063 Epoch: 14 Global Step: 249900 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:15,256-Speed 3327.55 samples/sec Loss 0.6381 LearningRate 0.0063 Epoch: 14 Global Step: 249910 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:18,341-Speed 3319.91 samples/sec Loss 0.6643 LearningRate 0.0063 Epoch: 14 Global Step: 249920 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:21,417-Speed 3330.25 samples/sec Loss 0.6303 LearningRate 0.0063 Epoch: 14 Global Step: 249930 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:24,504-Speed 3318.46 samples/sec Loss 0.6768 LearningRate 0.0063 Epoch: 14 Global Step: 249940 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:27,575-Speed 3335.15 samples/sec Loss 0.6135 LearningRate 0.0063 Epoch: 14 Global Step: 249950 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:40:30,656-Speed 3323.54 samples/sec Loss 0.6559 LearningRate 0.0063 Epoch: 14 Global Step: 249960 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:40:33,749-Speed 3312.15 samples/sec Loss 0.6657 LearningRate 0.0063 Epoch: 14 Global Step: 249970 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:40:36,829-Speed 3325.18 samples/sec Loss 0.6400 LearningRate 0.0063 Epoch: 14 Global Step: 249980 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:40:39,907-Speed 3327.42 samples/sec Loss 0.6551 LearningRate 0.0063 Epoch: 14 Global Step: 249990 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:40:42,987-Speed 3325.81 samples/sec Loss 0.6617 LearningRate 0.0063 Epoch: 14 Global Step: 250000 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:41:26,937-[lfw][250000]XNorm: 21.483194 Training: 2022-04-12 01:41:26,938-[lfw][250000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-12 01:41:26,938-[lfw][250000]Accuracy-Highest: 0.99817 Training: 2022-04-12 01:42:18,215-[cfp_fp][250000]XNorm: 22.757849 Training: 2022-04-12 01:42:18,215-[cfp_fp][250000]Accuracy-Flip: 0.99071+-0.00395 Training: 2022-04-12 01:42:18,216-[cfp_fp][250000]Accuracy-Highest: 0.99186 Training: 2022-04-12 01:43:02,434-[agedb_30][250000]XNorm: 23.345549 Training: 2022-04-12 01:43:02,435-[agedb_30][250000]Accuracy-Flip: 0.98450+-0.00506 Training: 2022-04-12 01:43:02,435-[agedb_30][250000]Accuracy-Highest: 0.98567 Training: 2022-04-12 01:43:05,508-Speed 71.85 samples/sec Loss 0.6325 LearningRate 0.0063 Epoch: 14 Global Step: 250010 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:43:08,560-Speed 3355.37 samples/sec Loss 0.6160 LearningRate 0.0063 Epoch: 14 Global Step: 250020 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:43:11,665-Speed 3298.64 samples/sec Loss 0.6255 LearningRate 0.0063 Epoch: 14 Global Step: 250030 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:43:14,755-Speed 3314.17 samples/sec Loss 0.6721 LearningRate 0.0063 Epoch: 14 Global Step: 250040 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:43:17,824-Speed 3338.55 samples/sec Loss 0.6294 LearningRate 0.0063 Epoch: 14 Global Step: 250050 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:43:20,873-Speed 3359.29 samples/sec Loss 0.5989 LearningRate 0.0063 Epoch: 14 Global Step: 250060 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:43:23,935-Speed 3345.08 samples/sec Loss 0.6474 LearningRate 0.0063 Epoch: 14 Global Step: 250070 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:43:26,981-Speed 3363.42 samples/sec Loss 0.6390 LearningRate 0.0063 Epoch: 14 Global Step: 250080 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:30,075-Speed 3310.02 samples/sec Loss 0.6639 LearningRate 0.0063 Epoch: 14 Global Step: 250090 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:33,262-Speed 3213.77 samples/sec Loss 0.6665 LearningRate 0.0063 Epoch: 14 Global Step: 250100 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:36,368-Speed 3296.81 samples/sec Loss 0.6309 LearningRate 0.0063 Epoch: 14 Global Step: 250110 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:39,457-Speed 3315.63 samples/sec Loss 0.6477 LearningRate 0.0063 Epoch: 14 Global Step: 250120 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:42,524-Speed 3339.57 samples/sec Loss 0.6574 LearningRate 0.0063 Epoch: 14 Global Step: 250130 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:45,621-Speed 3308.40 samples/sec Loss 0.6640 LearningRate 0.0063 Epoch: 14 Global Step: 250140 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:48,741-Speed 3282.00 samples/sec Loss 0.6717 LearningRate 0.0063 Epoch: 14 Global Step: 250150 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:51,891-Speed 3251.28 samples/sec Loss 0.6501 LearningRate 0.0063 Epoch: 14 Global Step: 250160 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:54,951-Speed 3347.03 samples/sec Loss 0.6360 LearningRate 0.0063 Epoch: 14 Global Step: 250170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:43:58,070-Speed 3283.91 samples/sec Loss 0.6229 LearningRate 0.0063 Epoch: 14 Global Step: 250180 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:44:01,137-Speed 3340.41 samples/sec Loss 0.6434 LearningRate 0.0063 Epoch: 14 Global Step: 250190 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:44:04,201-Speed 3342.36 samples/sec Loss 0.6545 LearningRate 0.0063 Epoch: 14 Global Step: 250200 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:07,273-Speed 3333.71 samples/sec Loss 0.6175 LearningRate 0.0063 Epoch: 14 Global Step: 250210 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:10,423-Speed 3251.37 samples/sec Loss 0.6477 LearningRate 0.0063 Epoch: 14 Global Step: 250220 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:13,502-Speed 3326.64 samples/sec Loss 0.6658 LearningRate 0.0063 Epoch: 14 Global Step: 250230 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:16,570-Speed 3338.57 samples/sec Loss 0.6078 LearningRate 0.0063 Epoch: 14 Global Step: 250240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:19,642-Speed 3333.99 samples/sec Loss 0.6420 LearningRate 0.0063 Epoch: 14 Global Step: 250250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:22,715-Speed 3333.67 samples/sec Loss 0.6387 LearningRate 0.0063 Epoch: 14 Global Step: 250260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:25,776-Speed 3345.29 samples/sec Loss 0.6177 LearningRate 0.0063 Epoch: 14 Global Step: 250270 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:28,840-Speed 3343.00 samples/sec Loss 0.6436 LearningRate 0.0063 Epoch: 14 Global Step: 250280 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:31,958-Speed 3285.15 samples/sec Loss 0.6535 LearningRate 0.0063 Epoch: 14 Global Step: 250290 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:35,038-Speed 3324.92 samples/sec Loss 0.6430 LearningRate 0.0063 Epoch: 14 Global Step: 250300 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:44:38,109-Speed 3335.70 samples/sec Loss 0.6454 LearningRate 0.0063 Epoch: 14 Global Step: 250310 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:44:41,180-Speed 3335.48 samples/sec Loss 0.6342 LearningRate 0.0063 Epoch: 14 Global Step: 250320 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:44,250-Speed 3336.59 samples/sec Loss 0.6483 LearningRate 0.0063 Epoch: 14 Global Step: 250330 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:47,320-Speed 3336.28 samples/sec Loss 0.6601 LearningRate 0.0063 Epoch: 14 Global Step: 250340 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:50,416-Speed 3307.35 samples/sec Loss 0.6402 LearningRate 0.0063 Epoch: 14 Global Step: 250350 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:44:53,828-Speed 3001.68 samples/sec Loss 0.6288 LearningRate 0.0063 Epoch: 14 Global Step: 250360 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:45:36,087-Speed 242.33 samples/sec Loss 0.5261 LearningRate 0.0062 Epoch: 15 Global Step: 250370 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:45:39,676-Speed 2854.11 samples/sec Loss 0.3958 LearningRate 0.0062 Epoch: 15 Global Step: 250380 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:45:42,790-Speed 3289.19 samples/sec Loss 0.3581 LearningRate 0.0062 Epoch: 15 Global Step: 250390 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:45:45,900-Speed 3293.34 samples/sec Loss 0.3862 LearningRate 0.0062 Epoch: 15 Global Step: 250400 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:45:48,996-Speed 3308.22 samples/sec Loss 0.3747 LearningRate 0.0062 Epoch: 15 Global Step: 250410 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:45:52,091-Speed 3309.84 samples/sec Loss 0.3923 LearningRate 0.0062 Epoch: 15 Global Step: 250420 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:45:55,268-Speed 3224.26 samples/sec Loss 0.3955 LearningRate 0.0062 Epoch: 15 Global Step: 250430 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:45:58,432-Speed 3237.13 samples/sec Loss 0.3671 LearningRate 0.0062 Epoch: 15 Global Step: 250440 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:01,494-Speed 3344.56 samples/sec Loss 0.3491 LearningRate 0.0062 Epoch: 15 Global Step: 250450 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:04,577-Speed 3322.38 samples/sec Loss 0.3742 LearningRate 0.0062 Epoch: 15 Global Step: 250460 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:07,653-Speed 3328.97 samples/sec Loss 0.3740 LearningRate 0.0062 Epoch: 15 Global Step: 250470 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:10,724-Speed 3335.41 samples/sec Loss 0.3798 LearningRate 0.0062 Epoch: 15 Global Step: 250480 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:13,790-Speed 3340.79 samples/sec Loss 0.3665 LearningRate 0.0062 Epoch: 15 Global Step: 250490 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:16,861-Speed 3334.93 samples/sec Loss 0.3489 LearningRate 0.0062 Epoch: 15 Global Step: 250500 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:19,930-Speed 3338.49 samples/sec Loss 0.3647 LearningRate 0.0062 Epoch: 15 Global Step: 250510 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:23,080-Speed 3251.06 samples/sec Loss 0.3725 LearningRate 0.0062 Epoch: 15 Global Step: 250520 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:46:26,421-Speed 3065.35 samples/sec Loss 0.3842 LearningRate 0.0062 Epoch: 15 Global Step: 250530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:29,528-Speed 3296.56 samples/sec Loss 0.3617 LearningRate 0.0062 Epoch: 15 Global Step: 250540 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:32,616-Speed 3316.64 samples/sec Loss 0.3792 LearningRate 0.0062 Epoch: 15 Global Step: 250550 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:35,738-Speed 3280.77 samples/sec Loss 0.3776 LearningRate 0.0062 Epoch: 15 Global Step: 250560 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:38,901-Speed 3238.34 samples/sec Loss 0.3800 LearningRate 0.0062 Epoch: 15 Global Step: 250570 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:42,490-Speed 2853.63 samples/sec Loss 0.3654 LearningRate 0.0062 Epoch: 15 Global Step: 250580 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:45,557-Speed 3339.73 samples/sec Loss 0.3604 LearningRate 0.0062 Epoch: 15 Global Step: 250590 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:48,979-Speed 2992.86 samples/sec Loss 0.3640 LearningRate 0.0062 Epoch: 15 Global Step: 250600 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:52,042-Speed 3344.24 samples/sec Loss 0.3708 LearningRate 0.0062 Epoch: 15 Global Step: 250610 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:55,132-Speed 3314.92 samples/sec Loss 0.3598 LearningRate 0.0062 Epoch: 15 Global Step: 250620 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:46:58,215-Speed 3321.81 samples/sec Loss 0.3800 LearningRate 0.0062 Epoch: 15 Global Step: 250630 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:01,280-Speed 3342.21 samples/sec Loss 0.3706 LearningRate 0.0062 Epoch: 15 Global Step: 250640 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:04,377-Speed 3306.98 samples/sec Loss 0.3842 LearningRate 0.0062 Epoch: 15 Global Step: 250650 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:07,525-Speed 3253.49 samples/sec Loss 0.3717 LearningRate 0.0062 Epoch: 15 Global Step: 250660 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:10,600-Speed 3330.16 samples/sec Loss 0.3598 LearningRate 0.0062 Epoch: 15 Global Step: 250670 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:13,658-Speed 3350.22 samples/sec Loss 0.3948 LearningRate 0.0062 Epoch: 15 Global Step: 250680 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:16,754-Speed 3308.01 samples/sec Loss 0.3822 LearningRate 0.0062 Epoch: 15 Global Step: 250690 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:19,820-Speed 3341.13 samples/sec Loss 0.3685 LearningRate 0.0062 Epoch: 15 Global Step: 250700 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:22,888-Speed 3338.01 samples/sec Loss 0.3660 LearningRate 0.0062 Epoch: 15 Global Step: 250710 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:25,948-Speed 3347.16 samples/sec Loss 0.3696 LearningRate 0.0062 Epoch: 15 Global Step: 250720 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:47:29,096-Speed 3253.34 samples/sec Loss 0.3538 LearningRate 0.0062 Epoch: 15 Global Step: 250730 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 01:47:32,195-Speed 3305.16 samples/sec Loss 0.3916 LearningRate 0.0062 Epoch: 15 Global Step: 250740 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:35,254-Speed 3348.01 samples/sec Loss 0.3730 LearningRate 0.0062 Epoch: 15 Global Step: 250750 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:38,312-Speed 3349.27 samples/sec Loss 0.3625 LearningRate 0.0062 Epoch: 15 Global Step: 250760 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:41,374-Speed 3345.53 samples/sec Loss 0.3678 LearningRate 0.0062 Epoch: 15 Global Step: 250770 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:44,432-Speed 3349.47 samples/sec Loss 0.3870 LearningRate 0.0062 Epoch: 15 Global Step: 250780 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:47,542-Speed 3293.31 samples/sec Loss 0.4089 LearningRate 0.0062 Epoch: 15 Global Step: 250790 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:50,615-Speed 3332.40 samples/sec Loss 0.3706 LearningRate 0.0062 Epoch: 15 Global Step: 250800 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:53,669-Speed 3354.44 samples/sec Loss 0.3719 LearningRate 0.0062 Epoch: 15 Global Step: 250810 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:56,789-Speed 3282.66 samples/sec Loss 0.4042 LearningRate 0.0062 Epoch: 15 Global Step: 250820 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:47:59,848-Speed 3348.74 samples/sec Loss 0.3807 LearningRate 0.0062 Epoch: 15 Global Step: 250830 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:48:02,903-Speed 3352.53 samples/sec Loss 0.3794 LearningRate 0.0062 Epoch: 15 Global Step: 250840 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:05,964-Speed 3345.18 samples/sec Loss 0.3498 LearningRate 0.0062 Epoch: 15 Global Step: 250850 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:09,037-Speed 3333.40 samples/sec Loss 0.3728 LearningRate 0.0062 Epoch: 15 Global Step: 250860 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:12,094-Speed 3350.70 samples/sec Loss 0.3686 LearningRate 0.0062 Epoch: 15 Global Step: 250870 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:15,146-Speed 3355.16 samples/sec Loss 0.3841 LearningRate 0.0062 Epoch: 15 Global Step: 250880 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:18,211-Speed 3342.96 samples/sec Loss 0.3701 LearningRate 0.0062 Epoch: 15 Global Step: 250890 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:21,263-Speed 3355.84 samples/sec Loss 0.3693 LearningRate 0.0062 Epoch: 15 Global Step: 250900 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:24,343-Speed 3325.00 samples/sec Loss 0.3707 LearningRate 0.0062 Epoch: 15 Global Step: 250910 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:27,500-Speed 3244.57 samples/sec Loss 0.3845 LearningRate 0.0062 Epoch: 15 Global Step: 250920 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:30,558-Speed 3348.69 samples/sec Loss 0.3640 LearningRate 0.0062 Epoch: 15 Global Step: 250930 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:33,616-Speed 3349.69 samples/sec Loss 0.3745 LearningRate 0.0062 Epoch: 15 Global Step: 250940 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 01:48:36,714-Speed 3305.78 samples/sec Loss 0.3693 LearningRate 0.0062 Epoch: 15 Global Step: 250950 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:39,774-Speed 3347.92 samples/sec Loss 0.3794 LearningRate 0.0062 Epoch: 15 Global Step: 250960 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:42,841-Speed 3339.52 samples/sec Loss 0.3675 LearningRate 0.0062 Epoch: 15 Global Step: 250970 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:45,897-Speed 3351.37 samples/sec Loss 0.3751 LearningRate 0.0062 Epoch: 15 Global Step: 250980 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:48,978-Speed 3324.89 samples/sec Loss 0.3637 LearningRate 0.0062 Epoch: 15 Global Step: 250990 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:52,050-Speed 3333.84 samples/sec Loss 0.3653 LearningRate 0.0062 Epoch: 15 Global Step: 251000 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:55,163-Speed 3290.29 samples/sec Loss 0.3664 LearningRate 0.0062 Epoch: 15 Global Step: 251010 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:48:58,224-Speed 3345.85 samples/sec Loss 0.3845 LearningRate 0.0062 Epoch: 15 Global Step: 251020 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:01,280-Speed 3351.19 samples/sec Loss 0.3682 LearningRate 0.0062 Epoch: 15 Global Step: 251030 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:04,337-Speed 3350.99 samples/sec Loss 0.3516 LearningRate 0.0061 Epoch: 15 Global Step: 251040 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:07,399-Speed 3344.24 samples/sec Loss 0.3672 LearningRate 0.0061 Epoch: 15 Global Step: 251050 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:10,476-Speed 3329.15 samples/sec Loss 0.3841 LearningRate 0.0061 Epoch: 15 Global Step: 251060 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:13,539-Speed 3344.47 samples/sec Loss 0.3823 LearningRate 0.0061 Epoch: 15 Global Step: 251070 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:16,636-Speed 3306.54 samples/sec Loss 0.3674 LearningRate 0.0061 Epoch: 15 Global Step: 251080 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:19,731-Speed 3309.67 samples/sec Loss 0.3707 LearningRate 0.0061 Epoch: 15 Global Step: 251090 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:22,811-Speed 3325.57 samples/sec Loss 0.3908 LearningRate 0.0061 Epoch: 15 Global Step: 251100 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:25,867-Speed 3351.31 samples/sec Loss 0.3689 LearningRate 0.0061 Epoch: 15 Global Step: 251110 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:28,932-Speed 3341.46 samples/sec Loss 0.3930 LearningRate 0.0061 Epoch: 15 Global Step: 251120 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:31,991-Speed 3348.07 samples/sec Loss 0.3665 LearningRate 0.0061 Epoch: 15 Global Step: 251130 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:35,063-Speed 3333.74 samples/sec Loss 0.3665 LearningRate 0.0061 Epoch: 15 Global Step: 251140 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:38,119-Speed 3351.95 samples/sec Loss 0.3697 LearningRate 0.0061 Epoch: 15 Global Step: 251150 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:41,182-Speed 3344.13 samples/sec Loss 0.3567 LearningRate 0.0061 Epoch: 15 Global Step: 251160 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:44,257-Speed 3330.98 samples/sec Loss 0.3970 LearningRate 0.0061 Epoch: 15 Global Step: 251170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:47,327-Speed 3336.27 samples/sec Loss 0.3891 LearningRate 0.0061 Epoch: 15 Global Step: 251180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:50,383-Speed 3351.79 samples/sec Loss 0.3591 LearningRate 0.0061 Epoch: 15 Global Step: 251190 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:49:53,539-Speed 3244.68 samples/sec Loss 0.3630 LearningRate 0.0061 Epoch: 15 Global Step: 251200 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:56,622-Speed 3322.31 samples/sec Loss 0.3885 LearningRate 0.0061 Epoch: 15 Global Step: 251210 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:49:59,746-Speed 3279.16 samples/sec Loss 0.3698 LearningRate 0.0061 Epoch: 15 Global Step: 251220 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:02,834-Speed 3316.81 samples/sec Loss 0.3762 LearningRate 0.0061 Epoch: 15 Global Step: 251230 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:05,882-Speed 3360.40 samples/sec Loss 0.3610 LearningRate 0.0061 Epoch: 15 Global Step: 251240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:08,950-Speed 3338.54 samples/sec Loss 0.3705 LearningRate 0.0061 Epoch: 15 Global Step: 251250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:12,045-Speed 3309.55 samples/sec Loss 0.3731 LearningRate 0.0061 Epoch: 15 Global Step: 251260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:15,175-Speed 3272.42 samples/sec Loss 0.3816 LearningRate 0.0061 Epoch: 15 Global Step: 251270 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:18,235-Speed 3347.33 samples/sec Loss 0.3662 LearningRate 0.0061 Epoch: 15 Global Step: 251280 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:21,331-Speed 3307.64 samples/sec Loss 0.3993 LearningRate 0.0061 Epoch: 15 Global Step: 251290 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:24,419-Speed 3316.42 samples/sec Loss 0.3666 LearningRate 0.0061 Epoch: 15 Global Step: 251300 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:27,539-Speed 3282.79 samples/sec Loss 0.3888 LearningRate 0.0061 Epoch: 15 Global Step: 251310 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:30,613-Speed 3331.84 samples/sec Loss 0.3758 LearningRate 0.0061 Epoch: 15 Global Step: 251320 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:33,675-Speed 3345.08 samples/sec Loss 0.3754 LearningRate 0.0061 Epoch: 15 Global Step: 251330 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:50:36,777-Speed 3302.94 samples/sec Loss 0.3789 LearningRate 0.0061 Epoch: 15 Global Step: 251340 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:39,845-Speed 3337.91 samples/sec Loss 0.3533 LearningRate 0.0061 Epoch: 15 Global Step: 251350 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:42,939-Speed 3309.98 samples/sec Loss 0.3928 LearningRate 0.0061 Epoch: 15 Global Step: 251360 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:46,001-Speed 3344.83 samples/sec Loss 0.3728 LearningRate 0.0061 Epoch: 15 Global Step: 251370 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:49,087-Speed 3319.09 samples/sec Loss 0.3858 LearningRate 0.0061 Epoch: 15 Global Step: 251380 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:52,227-Speed 3262.18 samples/sec Loss 0.3644 LearningRate 0.0061 Epoch: 15 Global Step: 251390 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:55,291-Speed 3343.02 samples/sec Loss 0.3836 LearningRate 0.0061 Epoch: 15 Global Step: 251400 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:50:58,353-Speed 3344.33 samples/sec Loss 0.3902 LearningRate 0.0061 Epoch: 15 Global Step: 251410 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:01,419-Speed 3341.71 samples/sec Loss 0.3658 LearningRate 0.0061 Epoch: 15 Global Step: 251420 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:04,481-Speed 3344.73 samples/sec Loss 0.3748 LearningRate 0.0061 Epoch: 15 Global Step: 251430 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:07,537-Speed 3351.74 samples/sec Loss 0.3991 LearningRate 0.0061 Epoch: 15 Global Step: 251440 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 01:51:10,692-Speed 3246.02 samples/sec Loss 0.3582 LearningRate 0.0061 Epoch: 15 Global Step: 251450 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:13,837-Speed 3256.85 samples/sec Loss 0.3720 LearningRate 0.0061 Epoch: 15 Global Step: 251460 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:16,894-Speed 3349.95 samples/sec Loss 0.3782 LearningRate 0.0061 Epoch: 15 Global Step: 251470 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:19,984-Speed 3315.16 samples/sec Loss 0.3910 LearningRate 0.0061 Epoch: 15 Global Step: 251480 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:23,143-Speed 3241.67 samples/sec Loss 0.4027 LearningRate 0.0061 Epoch: 15 Global Step: 251490 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:26,247-Speed 3299.91 samples/sec Loss 0.3816 LearningRate 0.0061 Epoch: 15 Global Step: 251500 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:29,315-Speed 3338.48 samples/sec Loss 0.3802 LearningRate 0.0061 Epoch: 15 Global Step: 251510 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:51:32,383-Speed 3338.83 samples/sec Loss 0.3895 LearningRate 0.0061 Epoch: 15 Global Step: 251520 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:51:35,485-Speed 3301.51 samples/sec Loss 0.3913 LearningRate 0.0061 Epoch: 15 Global Step: 251530 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:51:38,628-Speed 3259.25 samples/sec Loss 0.3712 LearningRate 0.0061 Epoch: 15 Global Step: 251540 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:51:41,754-Speed 3276.32 samples/sec Loss 0.3911 LearningRate 0.0061 Epoch: 15 Global Step: 251550 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:51:44,826-Speed 3334.08 samples/sec Loss 0.4026 LearningRate 0.0061 Epoch: 15 Global Step: 251560 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:51:47,917-Speed 3313.42 samples/sec Loss 0.3908 LearningRate 0.0061 Epoch: 15 Global Step: 251570 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:51:50,985-Speed 3338.65 samples/sec Loss 0.3854 LearningRate 0.0061 Epoch: 15 Global Step: 251580 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:51:54,049-Speed 3342.42 samples/sec Loss 0.3859 LearningRate 0.0061 Epoch: 15 Global Step: 251590 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:51:57,137-Speed 3316.85 samples/sec Loss 0.3860 LearningRate 0.0061 Epoch: 15 Global Step: 251600 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:52:00,205-Speed 3338.14 samples/sec Loss 0.3871 LearningRate 0.0061 Epoch: 15 Global Step: 251610 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:52:03,272-Speed 3339.48 samples/sec Loss 0.3591 LearningRate 0.0061 Epoch: 15 Global Step: 251620 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:52:06,343-Speed 3337.48 samples/sec Loss 0.3678 LearningRate 0.0061 Epoch: 15 Global Step: 251630 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:52:09,423-Speed 3325.44 samples/sec Loss 0.3775 LearningRate 0.0061 Epoch: 15 Global Step: 251640 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:52:14,589-Speed 1982.53 samples/sec Loss 0.3923 LearningRate 0.0061 Epoch: 15 Global Step: 251650 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:52:18,476-Speed 2634.92 samples/sec Loss 0.3842 LearningRate 0.0061 Epoch: 15 Global Step: 251660 Fp16 Grad Scale: 32768 Required: 9 hours Training: 2022-04-12 01:52:23,252-Speed 2144.46 samples/sec Loss 0.3854 LearningRate 0.0061 Epoch: 15 Global Step: 251670 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:26,486-Speed 3167.18 samples/sec Loss 0.3573 LearningRate 0.0061 Epoch: 15 Global Step: 251680 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:29,620-Speed 3268.26 samples/sec Loss 0.3719 LearningRate 0.0061 Epoch: 15 Global Step: 251690 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:32,713-Speed 3310.83 samples/sec Loss 0.3991 LearningRate 0.0061 Epoch: 15 Global Step: 251700 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:35,781-Speed 3338.44 samples/sec Loss 0.3737 LearningRate 0.0061 Epoch: 15 Global Step: 251710 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:38,860-Speed 3327.14 samples/sec Loss 0.3777 LearningRate 0.0060 Epoch: 15 Global Step: 251720 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:41,972-Speed 3291.55 samples/sec Loss 0.3825 LearningRate 0.0060 Epoch: 15 Global Step: 251730 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:45,038-Speed 3340.08 samples/sec Loss 0.3729 LearningRate 0.0060 Epoch: 15 Global Step: 251740 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:48,112-Speed 3332.01 samples/sec Loss 0.3719 LearningRate 0.0060 Epoch: 15 Global Step: 251750 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:51,193-Speed 3325.08 samples/sec Loss 0.3741 LearningRate 0.0060 Epoch: 15 Global Step: 251760 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:52:54,289-Speed 3308.00 samples/sec Loss 0.3711 LearningRate 0.0060 Epoch: 15 Global Step: 251770 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:52:57,352-Speed 3343.91 samples/sec Loss 0.3725 LearningRate 0.0060 Epoch: 15 Global Step: 251780 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:00,487-Speed 3266.81 samples/sec Loss 0.3875 LearningRate 0.0060 Epoch: 15 Global Step: 251790 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:03,651-Speed 3236.65 samples/sec Loss 0.3631 LearningRate 0.0060 Epoch: 15 Global Step: 251800 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:06,841-Speed 3211.01 samples/sec Loss 0.3763 LearningRate 0.0060 Epoch: 15 Global Step: 251810 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:10,076-Speed 3166.49 samples/sec Loss 0.3632 LearningRate 0.0060 Epoch: 15 Global Step: 251820 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:13,245-Speed 3232.43 samples/sec Loss 0.3528 LearningRate 0.0060 Epoch: 15 Global Step: 251830 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:16,310-Speed 3341.24 samples/sec Loss 0.3848 LearningRate 0.0060 Epoch: 15 Global Step: 251840 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:19,363-Speed 3354.97 samples/sec Loss 0.3640 LearningRate 0.0060 Epoch: 15 Global Step: 251850 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:22,433-Speed 3336.41 samples/sec Loss 0.3978 LearningRate 0.0060 Epoch: 15 Global Step: 251860 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:25,522-Speed 3316.22 samples/sec Loss 0.3554 LearningRate 0.0060 Epoch: 15 Global Step: 251870 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:28,632-Speed 3292.70 samples/sec Loss 0.3796 LearningRate 0.0060 Epoch: 15 Global Step: 251880 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:31,704-Speed 3333.79 samples/sec Loss 0.3728 LearningRate 0.0060 Epoch: 15 Global Step: 251890 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:34,783-Speed 3326.47 samples/sec Loss 0.3965 LearningRate 0.0060 Epoch: 15 Global Step: 251900 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:37,864-Speed 3325.22 samples/sec Loss 0.3870 LearningRate 0.0060 Epoch: 15 Global Step: 251910 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:40,943-Speed 3325.61 samples/sec Loss 0.3668 LearningRate 0.0060 Epoch: 15 Global Step: 251920 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:44,015-Speed 3334.36 samples/sec Loss 0.3812 LearningRate 0.0060 Epoch: 15 Global Step: 251930 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:47,149-Speed 3268.36 samples/sec Loss 0.4000 LearningRate 0.0060 Epoch: 15 Global Step: 251940 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:53:50,297-Speed 3254.38 samples/sec Loss 0.3991 LearningRate 0.0060 Epoch: 15 Global Step: 251950 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:53,406-Speed 3293.43 samples/sec Loss 0.3755 LearningRate 0.0060 Epoch: 15 Global Step: 251960 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:56,491-Speed 3320.13 samples/sec Loss 0.3896 LearningRate 0.0060 Epoch: 15 Global Step: 251970 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:53:59,573-Speed 3323.62 samples/sec Loss 0.3757 LearningRate 0.0060 Epoch: 15 Global Step: 251980 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:54:02,641-Speed 3338.03 samples/sec Loss 0.3690 LearningRate 0.0060 Epoch: 15 Global Step: 251990 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:54:05,708-Speed 3340.26 samples/sec Loss 0.3862 LearningRate 0.0060 Epoch: 15 Global Step: 252000 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:54:50,192-[lfw][252000]XNorm: 21.841688 Training: 2022-04-12 01:54:50,193-[lfw][252000]Accuracy-Flip: 0.99733+-0.00260 Training: 2022-04-12 01:54:50,193-[lfw][252000]Accuracy-Highest: 0.99817 Training: 2022-04-12 01:55:41,798-[cfp_fp][252000]XNorm: 22.973996 Training: 2022-04-12 01:55:41,799-[cfp_fp][252000]Accuracy-Flip: 0.99114+-0.00473 Training: 2022-04-12 01:55:41,799-[cfp_fp][252000]Accuracy-Highest: 0.99186 Training: 2022-04-12 01:56:26,069-[agedb_30][252000]XNorm: 23.481039 Training: 2022-04-12 01:56:26,069-[agedb_30][252000]Accuracy-Flip: 0.98583+-0.00593 Training: 2022-04-12 01:56:26,070-[agedb_30][252000]Accuracy-Highest: 0.98583 Training: 2022-04-12 01:56:29,140-Speed 71.39 samples/sec Loss 0.3652 LearningRate 0.0060 Epoch: 15 Global Step: 252010 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:32,267-Speed 3275.33 samples/sec Loss 0.3706 LearningRate 0.0060 Epoch: 15 Global Step: 252020 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:35,341-Speed 3332.44 samples/sec Loss 0.3805 LearningRate 0.0060 Epoch: 15 Global Step: 252030 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:38,401-Speed 3347.38 samples/sec Loss 0.3693 LearningRate 0.0060 Epoch: 15 Global Step: 252040 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:41,471-Speed 3335.80 samples/sec Loss 0.3583 LearningRate 0.0060 Epoch: 15 Global Step: 252050 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 01:56:44,517-Speed 3362.02 samples/sec Loss 0.3893 LearningRate 0.0060 Epoch: 15 Global Step: 252060 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:47,619-Speed 3302.37 samples/sec Loss 0.3678 LearningRate 0.0060 Epoch: 15 Global Step: 252070 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:50,730-Speed 3292.30 samples/sec Loss 0.3890 LearningRate 0.0060 Epoch: 15 Global Step: 252080 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:53,831-Speed 3302.56 samples/sec Loss 0.4033 LearningRate 0.0060 Epoch: 15 Global Step: 252090 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:56,899-Speed 3338.07 samples/sec Loss 0.3841 LearningRate 0.0060 Epoch: 15 Global Step: 252100 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:56:59,973-Speed 3332.93 samples/sec Loss 0.3923 LearningRate 0.0060 Epoch: 15 Global Step: 252110 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:03,036-Speed 3343.33 samples/sec Loss 0.4084 LearningRate 0.0060 Epoch: 15 Global Step: 252120 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:06,103-Speed 3339.74 samples/sec Loss 0.3910 LearningRate 0.0060 Epoch: 15 Global Step: 252130 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:09,168-Speed 3342.29 samples/sec Loss 0.3838 LearningRate 0.0060 Epoch: 15 Global Step: 252140 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:12,405-Speed 3163.75 samples/sec Loss 0.3795 LearningRate 0.0060 Epoch: 15 Global Step: 252150 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:15,476-Speed 3334.95 samples/sec Loss 0.3937 LearningRate 0.0060 Epoch: 15 Global Step: 252160 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 01:57:18,526-Speed 3357.79 samples/sec Loss 0.4080 LearningRate 0.0060 Epoch: 15 Global Step: 252170 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:21,598-Speed 3334.09 samples/sec Loss 0.3746 LearningRate 0.0060 Epoch: 15 Global Step: 252180 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:24,794-Speed 3205.17 samples/sec Loss 0.3624 LearningRate 0.0060 Epoch: 15 Global Step: 252190 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:28,020-Speed 3175.26 samples/sec Loss 0.3822 LearningRate 0.0060 Epoch: 15 Global Step: 252200 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:57:31,226-Speed 3194.15 samples/sec Loss 0.3945 LearningRate 0.0060 Epoch: 15 Global Step: 252210 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:34,340-Speed 3289.98 samples/sec Loss 0.3901 LearningRate 0.0060 Epoch: 15 Global Step: 252220 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:37,497-Speed 3243.90 samples/sec Loss 0.4053 LearningRate 0.0060 Epoch: 15 Global Step: 252230 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:40,625-Speed 3274.69 samples/sec Loss 0.3981 LearningRate 0.0060 Epoch: 15 Global Step: 252240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:43,746-Speed 3281.38 samples/sec Loss 0.3794 LearningRate 0.0060 Epoch: 15 Global Step: 252250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:46,879-Speed 3269.48 samples/sec Loss 0.3764 LearningRate 0.0060 Epoch: 15 Global Step: 252260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:50,003-Speed 3278.35 samples/sec Loss 0.3770 LearningRate 0.0060 Epoch: 15 Global Step: 252270 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:53,204-Speed 3199.79 samples/sec Loss 0.3899 LearningRate 0.0060 Epoch: 15 Global Step: 252280 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:56,263-Speed 3348.59 samples/sec Loss 0.3829 LearningRate 0.0060 Epoch: 15 Global Step: 252290 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:57:59,327-Speed 3342.96 samples/sec Loss 0.3707 LearningRate 0.0060 Epoch: 15 Global Step: 252300 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:02,387-Speed 3346.96 samples/sec Loss 0.4002 LearningRate 0.0060 Epoch: 15 Global Step: 252310 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:05,450-Speed 3343.74 samples/sec Loss 0.3932 LearningRate 0.0060 Epoch: 15 Global Step: 252320 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:08,550-Speed 3304.41 samples/sec Loss 0.3811 LearningRate 0.0060 Epoch: 15 Global Step: 252330 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:11,693-Speed 3258.49 samples/sec Loss 0.3907 LearningRate 0.0060 Epoch: 15 Global Step: 252340 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:14,765-Speed 3334.73 samples/sec Loss 0.3878 LearningRate 0.0060 Epoch: 15 Global Step: 252350 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:17,823-Speed 3349.21 samples/sec Loss 0.3520 LearningRate 0.0060 Epoch: 15 Global Step: 252360 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:20,887-Speed 3342.64 samples/sec Loss 0.3972 LearningRate 0.0060 Epoch: 15 Global Step: 252370 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:23,946-Speed 3348.80 samples/sec Loss 0.3868 LearningRate 0.0060 Epoch: 15 Global Step: 252380 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:27,050-Speed 3300.03 samples/sec Loss 0.3687 LearningRate 0.0060 Epoch: 15 Global Step: 252390 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:30,117-Speed 3339.27 samples/sec Loss 0.3719 LearningRate 0.0059 Epoch: 15 Global Step: 252400 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:58:33,223-Speed 3297.33 samples/sec Loss 0.3647 LearningRate 0.0059 Epoch: 15 Global Step: 252410 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:36,288-Speed 3342.07 samples/sec Loss 0.3497 LearningRate 0.0059 Epoch: 15 Global Step: 252420 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:39,378-Speed 3314.64 samples/sec Loss 0.3912 LearningRate 0.0059 Epoch: 15 Global Step: 252430 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:42,491-Speed 3289.69 samples/sec Loss 0.4001 LearningRate 0.0059 Epoch: 15 Global Step: 252440 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:45,615-Speed 3278.99 samples/sec Loss 0.3727 LearningRate 0.0059 Epoch: 15 Global Step: 252450 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:48,710-Speed 3308.49 samples/sec Loss 0.3939 LearningRate 0.0059 Epoch: 15 Global Step: 252460 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:51,822-Speed 3291.75 samples/sec Loss 0.3726 LearningRate 0.0059 Epoch: 15 Global Step: 252470 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:55,020-Speed 3202.66 samples/sec Loss 0.3587 LearningRate 0.0059 Epoch: 15 Global Step: 252480 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:58:58,081-Speed 3345.99 samples/sec Loss 0.3953 LearningRate 0.0059 Epoch: 15 Global Step: 252490 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:01,141-Speed 3347.10 samples/sec Loss 0.3921 LearningRate 0.0059 Epoch: 15 Global Step: 252500 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:04,201-Speed 3347.12 samples/sec Loss 0.4028 LearningRate 0.0059 Epoch: 15 Global Step: 252510 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:07,262-Speed 3346.66 samples/sec Loss 0.3666 LearningRate 0.0059 Epoch: 15 Global Step: 252520 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:10,326-Speed 3342.79 samples/sec Loss 0.3846 LearningRate 0.0059 Epoch: 15 Global Step: 252530 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:13,384-Speed 3349.40 samples/sec Loss 0.4113 LearningRate 0.0059 Epoch: 15 Global Step: 252540 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:16,443-Speed 3347.92 samples/sec Loss 0.3889 LearningRate 0.0059 Epoch: 15 Global Step: 252550 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:19,521-Speed 3328.55 samples/sec Loss 0.3969 LearningRate 0.0059 Epoch: 15 Global Step: 252560 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:22,581-Speed 3346.94 samples/sec Loss 0.3517 LearningRate 0.0059 Epoch: 15 Global Step: 252570 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:25,661-Speed 3325.18 samples/sec Loss 0.3663 LearningRate 0.0059 Epoch: 15 Global Step: 252580 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:28,722-Speed 3345.53 samples/sec Loss 0.3915 LearningRate 0.0059 Epoch: 15 Global Step: 252590 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:31,857-Speed 3267.31 samples/sec Loss 0.3815 LearningRate 0.0059 Epoch: 15 Global Step: 252600 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:34,943-Speed 3318.54 samples/sec Loss 0.3688 LearningRate 0.0059 Epoch: 15 Global Step: 252610 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:38,088-Speed 3257.04 samples/sec Loss 0.3758 LearningRate 0.0059 Epoch: 15 Global Step: 252620 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:41,226-Speed 3264.41 samples/sec Loss 0.3760 LearningRate 0.0059 Epoch: 15 Global Step: 252630 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 01:59:44,307-Speed 3324.67 samples/sec Loss 0.3832 LearningRate 0.0059 Epoch: 15 Global Step: 252640 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:47,377-Speed 3335.81 samples/sec Loss 0.4311 LearningRate 0.0059 Epoch: 15 Global Step: 252650 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:50,446-Speed 3336.92 samples/sec Loss 0.3968 LearningRate 0.0059 Epoch: 15 Global Step: 252660 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:53,509-Speed 3344.30 samples/sec Loss 0.3765 LearningRate 0.0059 Epoch: 15 Global Step: 252670 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:56,569-Speed 3347.19 samples/sec Loss 0.3756 LearningRate 0.0059 Epoch: 15 Global Step: 252680 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 01:59:59,652-Speed 3322.41 samples/sec Loss 0.3871 LearningRate 0.0059 Epoch: 15 Global Step: 252690 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:02,717-Speed 3341.25 samples/sec Loss 0.3888 LearningRate 0.0059 Epoch: 15 Global Step: 252700 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:05,774-Speed 3350.37 samples/sec Loss 0.3856 LearningRate 0.0059 Epoch: 15 Global Step: 252710 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:08,866-Speed 3312.23 samples/sec Loss 0.3817 LearningRate 0.0059 Epoch: 15 Global Step: 252720 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:11,962-Speed 3308.98 samples/sec Loss 0.3778 LearningRate 0.0059 Epoch: 15 Global Step: 252730 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:15,029-Speed 3339.02 samples/sec Loss 0.3981 LearningRate 0.0059 Epoch: 15 Global Step: 252740 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:18,093-Speed 3342.65 samples/sec Loss 0.3828 LearningRate 0.0059 Epoch: 15 Global Step: 252750 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:21,198-Speed 3299.12 samples/sec Loss 0.4009 LearningRate 0.0059 Epoch: 15 Global Step: 252760 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:24,274-Speed 3330.20 samples/sec Loss 0.4235 LearningRate 0.0059 Epoch: 15 Global Step: 252770 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:27,354-Speed 3324.67 samples/sec Loss 0.4033 LearningRate 0.0059 Epoch: 15 Global Step: 252780 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:30,418-Speed 3342.65 samples/sec Loss 0.3921 LearningRate 0.0059 Epoch: 15 Global Step: 252790 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:33,487-Speed 3337.28 samples/sec Loss 0.3899 LearningRate 0.0059 Epoch: 15 Global Step: 252800 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:36,571-Speed 3320.88 samples/sec Loss 0.3703 LearningRate 0.0059 Epoch: 15 Global Step: 252810 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:39,646-Speed 3331.88 samples/sec Loss 0.3785 LearningRate 0.0059 Epoch: 15 Global Step: 252820 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:00:42,736-Speed 3314.80 samples/sec Loss 0.3992 LearningRate 0.0059 Epoch: 15 Global Step: 252830 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:45,807-Speed 3334.98 samples/sec Loss 0.4110 LearningRate 0.0059 Epoch: 15 Global Step: 252840 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:48,958-Speed 3250.18 samples/sec Loss 0.3870 LearningRate 0.0059 Epoch: 15 Global Step: 252850 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:52,043-Speed 3320.73 samples/sec Loss 0.3813 LearningRate 0.0059 Epoch: 15 Global Step: 252860 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:55,174-Speed 3270.65 samples/sec Loss 0.3889 LearningRate 0.0059 Epoch: 15 Global Step: 252870 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:00:58,304-Speed 3272.54 samples/sec Loss 0.4156 LearningRate 0.0059 Epoch: 15 Global Step: 252880 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:01,386-Speed 3323.22 samples/sec Loss 0.3979 LearningRate 0.0059 Epoch: 15 Global Step: 252890 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:04,445-Speed 3347.62 samples/sec Loss 0.3892 LearningRate 0.0059 Epoch: 15 Global Step: 252900 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:07,513-Speed 3339.51 samples/sec Loss 0.3947 LearningRate 0.0059 Epoch: 15 Global Step: 252910 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:10,576-Speed 3344.12 samples/sec Loss 0.3846 LearningRate 0.0059 Epoch: 15 Global Step: 252920 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:13,662-Speed 3318.19 samples/sec Loss 0.3919 LearningRate 0.0059 Epoch: 15 Global Step: 252930 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:16,738-Speed 3329.84 samples/sec Loss 0.3890 LearningRate 0.0059 Epoch: 15 Global Step: 252940 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:19,813-Speed 3330.83 samples/sec Loss 0.3733 LearningRate 0.0059 Epoch: 15 Global Step: 252950 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:22,984-Speed 3230.03 samples/sec Loss 0.4182 LearningRate 0.0059 Epoch: 15 Global Step: 252960 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:26,056-Speed 3334.74 samples/sec Loss 0.3995 LearningRate 0.0059 Epoch: 15 Global Step: 252970 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:29,162-Speed 3297.50 samples/sec Loss 0.3815 LearningRate 0.0059 Epoch: 15 Global Step: 252980 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:32,247-Speed 3319.27 samples/sec Loss 0.3880 LearningRate 0.0059 Epoch: 15 Global Step: 252990 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:35,421-Speed 3227.21 samples/sec Loss 0.3883 LearningRate 0.0059 Epoch: 15 Global Step: 253000 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:38,503-Speed 3324.21 samples/sec Loss 0.4067 LearningRate 0.0059 Epoch: 15 Global Step: 253010 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:41,641-Speed 3262.91 samples/sec Loss 0.3855 LearningRate 0.0059 Epoch: 15 Global Step: 253020 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:44,791-Speed 3252.16 samples/sec Loss 0.3595 LearningRate 0.0059 Epoch: 15 Global Step: 253030 Fp16 Grad Scale: 262144 Required: 9 hours Training: 2022-04-12 02:01:47,839-Speed 3360.55 samples/sec Loss 0.3878 LearningRate 0.0059 Epoch: 15 Global Step: 253040 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:50,926-Speed 3317.77 samples/sec Loss 0.4066 LearningRate 0.0059 Epoch: 15 Global Step: 253050 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:53,987-Speed 3345.16 samples/sec Loss 0.3672 LearningRate 0.0059 Epoch: 15 Global Step: 253060 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:01:57,087-Speed 3304.44 samples/sec Loss 0.3968 LearningRate 0.0059 Epoch: 15 Global Step: 253070 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:02:00,290-Speed 3197.30 samples/sec Loss 0.4062 LearningRate 0.0058 Epoch: 15 Global Step: 253080 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:03,521-Speed 3170.69 samples/sec Loss 0.4143 LearningRate 0.0058 Epoch: 15 Global Step: 253090 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:06,678-Speed 3243.87 samples/sec Loss 0.3697 LearningRate 0.0058 Epoch: 15 Global Step: 253100 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:09,806-Speed 3274.77 samples/sec Loss 0.3988 LearningRate 0.0058 Epoch: 15 Global Step: 253110 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:12,874-Speed 3338.70 samples/sec Loss 0.3864 LearningRate 0.0058 Epoch: 15 Global Step: 253120 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:16,085-Speed 3189.61 samples/sec Loss 0.3688 LearningRate 0.0058 Epoch: 15 Global Step: 253130 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:19,169-Speed 3321.02 samples/sec Loss 0.3912 LearningRate 0.0058 Epoch: 15 Global Step: 253140 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:22,271-Speed 3301.52 samples/sec Loss 0.3886 LearningRate 0.0058 Epoch: 15 Global Step: 253150 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:25,450-Speed 3222.28 samples/sec Loss 0.3726 LearningRate 0.0058 Epoch: 15 Global Step: 253160 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:28,540-Speed 3314.96 samples/sec Loss 0.3758 LearningRate 0.0058 Epoch: 15 Global Step: 253170 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:31,703-Speed 3238.13 samples/sec Loss 0.4064 LearningRate 0.0058 Epoch: 15 Global Step: 253180 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:34,919-Speed 3184.21 samples/sec Loss 0.3900 LearningRate 0.0058 Epoch: 15 Global Step: 253190 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:37,998-Speed 3326.70 samples/sec Loss 0.3911 LearningRate 0.0058 Epoch: 15 Global Step: 253200 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:41,092-Speed 3310.33 samples/sec Loss 0.3880 LearningRate 0.0058 Epoch: 15 Global Step: 253210 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:44,160-Speed 3338.73 samples/sec Loss 0.3907 LearningRate 0.0058 Epoch: 15 Global Step: 253220 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:47,229-Speed 3337.85 samples/sec Loss 0.4160 LearningRate 0.0058 Epoch: 15 Global Step: 253230 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:50,298-Speed 3337.13 samples/sec Loss 0.3905 LearningRate 0.0058 Epoch: 15 Global Step: 253240 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:53,364-Speed 3340.64 samples/sec Loss 0.3958 LearningRate 0.0058 Epoch: 15 Global Step: 253250 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:56,424-Speed 3347.51 samples/sec Loss 0.4100 LearningRate 0.0058 Epoch: 15 Global Step: 253260 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:02:59,519-Speed 3309.47 samples/sec Loss 0.3980 LearningRate 0.0058 Epoch: 15 Global Step: 253270 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:02,584-Speed 3341.49 samples/sec Loss 0.4122 LearningRate 0.0058 Epoch: 15 Global Step: 253280 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:05,646-Speed 3344.46 samples/sec Loss 0.4104 LearningRate 0.0058 Epoch: 15 Global Step: 253290 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:08,709-Speed 3343.88 samples/sec Loss 0.4000 LearningRate 0.0058 Epoch: 15 Global Step: 253300 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:11,871-Speed 3240.01 samples/sec Loss 0.3749 LearningRate 0.0058 Epoch: 15 Global Step: 253310 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:14,961-Speed 3314.31 samples/sec Loss 0.4145 LearningRate 0.0058 Epoch: 15 Global Step: 253320 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:18,155-Speed 3207.02 samples/sec Loss 0.3857 LearningRate 0.0058 Epoch: 15 Global Step: 253330 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:21,231-Speed 3329.86 samples/sec Loss 0.3815 LearningRate 0.0058 Epoch: 15 Global Step: 253340 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:24,459-Speed 3172.99 samples/sec Loss 0.3892 LearningRate 0.0058 Epoch: 15 Global Step: 253350 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:03:27,515-Speed 3350.86 samples/sec Loss 0.4110 LearningRate 0.0058 Epoch: 15 Global Step: 253360 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:30,580-Speed 3341.82 samples/sec Loss 0.4010 LearningRate 0.0058 Epoch: 15 Global Step: 253370 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:33,668-Speed 3317.54 samples/sec Loss 0.4012 LearningRate 0.0058 Epoch: 15 Global Step: 253380 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:36,760-Speed 3311.46 samples/sec Loss 0.3737 LearningRate 0.0058 Epoch: 15 Global Step: 253390 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:39,827-Speed 3339.83 samples/sec Loss 0.3695 LearningRate 0.0058 Epoch: 15 Global Step: 253400 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:42,897-Speed 3336.03 samples/sec Loss 0.3960 LearningRate 0.0058 Epoch: 15 Global Step: 253410 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:45,967-Speed 3336.86 samples/sec Loss 0.3571 LearningRate 0.0058 Epoch: 15 Global Step: 253420 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:49,034-Speed 3339.28 samples/sec Loss 0.3928 LearningRate 0.0058 Epoch: 15 Global Step: 253430 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:52,193-Speed 3242.51 samples/sec Loss 0.3914 LearningRate 0.0058 Epoch: 15 Global Step: 253440 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:55,274-Speed 3324.49 samples/sec Loss 0.3982 LearningRate 0.0058 Epoch: 15 Global Step: 253450 Fp16 Grad Scale: 65536 Required: 9 hours Training: 2022-04-12 02:03:58,408-Speed 3268.07 samples/sec Loss 0.3761 LearningRate 0.0058 Epoch: 15 Global Step: 253460 Fp16 Grad Scale: 131072 Required: 9 hours Training: 2022-04-12 02:04:01,486-Speed 3327.82 samples/sec Loss 0.3864 LearningRate 0.0058 Epoch: 15 Global Step: 253470 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:04:04,667-Speed 3219.75 samples/sec Loss 0.3801 LearningRate 0.0058 Epoch: 15 Global Step: 253480 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:04:07,746-Speed 3326.14 samples/sec Loss 0.4127 LearningRate 0.0058 Epoch: 15 Global Step: 253490 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:10,812-Speed 3341.19 samples/sec Loss 0.4094 LearningRate 0.0058 Epoch: 15 Global Step: 253500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:13,901-Speed 3315.69 samples/sec Loss 0.3872 LearningRate 0.0058 Epoch: 15 Global Step: 253510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:16,997-Speed 3308.40 samples/sec Loss 0.4025 LearningRate 0.0058 Epoch: 15 Global Step: 253520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:20,059-Speed 3345.05 samples/sec Loss 0.4023 LearningRate 0.0058 Epoch: 15 Global Step: 253530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:23,170-Speed 3291.81 samples/sec Loss 0.3902 LearningRate 0.0058 Epoch: 15 Global Step: 253540 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:26,248-Speed 3327.54 samples/sec Loss 0.4037 LearningRate 0.0058 Epoch: 15 Global Step: 253550 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:29,384-Speed 3266.40 samples/sec Loss 0.3876 LearningRate 0.0058 Epoch: 15 Global Step: 253560 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:32,454-Speed 3335.88 samples/sec Loss 0.3783 LearningRate 0.0058 Epoch: 15 Global Step: 253570 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:35,566-Speed 3291.11 samples/sec Loss 0.4016 LearningRate 0.0058 Epoch: 15 Global Step: 253580 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:38,713-Speed 3255.32 samples/sec Loss 0.4102 LearningRate 0.0058 Epoch: 15 Global Step: 253590 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:04:41,784-Speed 3335.23 samples/sec Loss 0.4132 LearningRate 0.0058 Epoch: 15 Global Step: 253600 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:04:44,849-Speed 3341.30 samples/sec Loss 0.3989 LearningRate 0.0058 Epoch: 15 Global Step: 253610 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:04:47,916-Speed 3339.92 samples/sec Loss 0.3838 LearningRate 0.0058 Epoch: 15 Global Step: 253620 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:04:50,978-Speed 3344.57 samples/sec Loss 0.3767 LearningRate 0.0058 Epoch: 15 Global Step: 253630 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:54,078-Speed 3304.71 samples/sec Loss 0.4152 LearningRate 0.0058 Epoch: 15 Global Step: 253640 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:04:57,168-Speed 3314.76 samples/sec Loss 0.3978 LearningRate 0.0058 Epoch: 15 Global Step: 253650 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:00,281-Speed 3289.91 samples/sec Loss 0.3829 LearningRate 0.0058 Epoch: 15 Global Step: 253660 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:03,371-Speed 3314.46 samples/sec Loss 0.4263 LearningRate 0.0058 Epoch: 15 Global Step: 253670 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:06,450-Speed 3326.47 samples/sec Loss 0.4236 LearningRate 0.0058 Epoch: 15 Global Step: 253680 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:09,539-Speed 3316.02 samples/sec Loss 0.3714 LearningRate 0.0058 Epoch: 15 Global Step: 253690 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:12,635-Speed 3308.55 samples/sec Loss 0.4056 LearningRate 0.0058 Epoch: 15 Global Step: 253700 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:15,720-Speed 3320.26 samples/sec Loss 0.3876 LearningRate 0.0058 Epoch: 15 Global Step: 253710 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:18,884-Speed 3236.91 samples/sec Loss 0.3982 LearningRate 0.0058 Epoch: 15 Global Step: 253720 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:22,009-Speed 3277.23 samples/sec Loss 0.4166 LearningRate 0.0058 Epoch: 15 Global Step: 253730 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:25,097-Speed 3317.15 samples/sec Loss 0.4116 LearningRate 0.0058 Epoch: 15 Global Step: 253740 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:28,178-Speed 3324.54 samples/sec Loss 0.4064 LearningRate 0.0058 Epoch: 15 Global Step: 253750 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:31,316-Speed 3263.41 samples/sec Loss 0.3759 LearningRate 0.0058 Epoch: 15 Global Step: 253760 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:34,400-Speed 3321.31 samples/sec Loss 0.3898 LearningRate 0.0058 Epoch: 15 Global Step: 253770 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:37,511-Speed 3293.10 samples/sec Loss 0.3851 LearningRate 0.0057 Epoch: 15 Global Step: 253780 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:40,669-Speed 3243.31 samples/sec Loss 0.3828 LearningRate 0.0057 Epoch: 15 Global Step: 253790 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:43,743-Speed 3331.34 samples/sec Loss 0.3872 LearningRate 0.0057 Epoch: 15 Global Step: 253800 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:05:46,826-Speed 3322.40 samples/sec Loss 0.4022 LearningRate 0.0057 Epoch: 15 Global Step: 253810 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:49,894-Speed 3338.55 samples/sec Loss 0.3751 LearningRate 0.0057 Epoch: 15 Global Step: 253820 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:52,971-Speed 3328.81 samples/sec Loss 0.3887 LearningRate 0.0057 Epoch: 15 Global Step: 253830 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:56,050-Speed 3326.44 samples/sec Loss 0.4184 LearningRate 0.0057 Epoch: 15 Global Step: 253840 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:05:59,203-Speed 3247.99 samples/sec Loss 0.3843 LearningRate 0.0057 Epoch: 15 Global Step: 253850 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:06:02,284-Speed 3324.30 samples/sec Loss 0.4043 LearningRate 0.0057 Epoch: 15 Global Step: 253860 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:06:05,358-Speed 3332.06 samples/sec Loss 0.3972 LearningRate 0.0057 Epoch: 15 Global Step: 253870 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:06:08,427-Speed 3338.38 samples/sec Loss 0.4252 LearningRate 0.0057 Epoch: 15 Global Step: 253880 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:06:11,491-Speed 3342.33 samples/sec Loss 0.3973 LearningRate 0.0057 Epoch: 15 Global Step: 253890 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:06:14,643-Speed 3249.89 samples/sec Loss 0.4057 LearningRate 0.0057 Epoch: 15 Global Step: 253900 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:06:17,706-Speed 3343.11 samples/sec Loss 0.4062 LearningRate 0.0057 Epoch: 15 Global Step: 253910 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:20,795-Speed 3315.57 samples/sec Loss 0.3850 LearningRate 0.0057 Epoch: 15 Global Step: 253920 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:23,890-Speed 3309.28 samples/sec Loss 0.3837 LearningRate 0.0057 Epoch: 15 Global Step: 253930 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:26,970-Speed 3325.99 samples/sec Loss 0.4076 LearningRate 0.0057 Epoch: 15 Global Step: 253940 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:30,061-Speed 3313.13 samples/sec Loss 0.3966 LearningRate 0.0057 Epoch: 15 Global Step: 253950 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:33,165-Speed 3299.75 samples/sec Loss 0.4206 LearningRate 0.0057 Epoch: 15 Global Step: 253960 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:36,246-Speed 3324.80 samples/sec Loss 0.3803 LearningRate 0.0057 Epoch: 15 Global Step: 253970 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:39,316-Speed 3336.09 samples/sec Loss 0.3954 LearningRate 0.0057 Epoch: 15 Global Step: 253980 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:42,402-Speed 3319.60 samples/sec Loss 0.3865 LearningRate 0.0057 Epoch: 15 Global Step: 253990 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:06:45,503-Speed 3302.17 samples/sec Loss 0.3980 LearningRate 0.0057 Epoch: 15 Global Step: 254000 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:07:29,507-[lfw][254000]XNorm: 20.600824 Training: 2022-04-12 02:07:29,507-[lfw][254000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 02:07:29,508-[lfw][254000]Accuracy-Highest: 0.99817 Training: 2022-04-12 02:08:20,672-[cfp_fp][254000]XNorm: 22.231478 Training: 2022-04-12 02:08:20,673-[cfp_fp][254000]Accuracy-Flip: 0.99071+-0.00492 Training: 2022-04-12 02:08:20,673-[cfp_fp][254000]Accuracy-Highest: 0.99186 Training: 2022-04-12 02:09:04,925-[agedb_30][254000]XNorm: 22.373559 Training: 2022-04-12 02:09:04,926-[agedb_30][254000]Accuracy-Flip: 0.98317+-0.00660 Training: 2022-04-12 02:09:04,926-[agedb_30][254000]Accuracy-Highest: 0.98583 Training: 2022-04-12 02:09:07,995-Speed 71.86 samples/sec Loss 0.3760 LearningRate 0.0057 Epoch: 15 Global Step: 254010 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:11,045-Speed 3358.19 samples/sec Loss 0.4111 LearningRate 0.0057 Epoch: 15 Global Step: 254020 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:14,118-Speed 3333.78 samples/sec Loss 0.3882 LearningRate 0.0057 Epoch: 15 Global Step: 254030 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:17,171-Speed 3354.24 samples/sec Loss 0.4249 LearningRate 0.0057 Epoch: 15 Global Step: 254040 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:20,323-Speed 3249.10 samples/sec Loss 0.3982 LearningRate 0.0057 Epoch: 15 Global Step: 254050 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:23,380-Speed 3350.95 samples/sec Loss 0.4027 LearningRate 0.0057 Epoch: 15 Global Step: 254060 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:26,444-Speed 3342.25 samples/sec Loss 0.4112 LearningRate 0.0057 Epoch: 15 Global Step: 254070 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:29,516-Speed 3334.40 samples/sec Loss 0.3784 LearningRate 0.0057 Epoch: 15 Global Step: 254080 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:32,606-Speed 3314.80 samples/sec Loss 0.4134 LearningRate 0.0057 Epoch: 15 Global Step: 254090 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:35,811-Speed 3195.96 samples/sec Loss 0.4128 LearningRate 0.0057 Epoch: 15 Global Step: 254100 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:38,889-Speed 3328.05 samples/sec Loss 0.4137 LearningRate 0.0057 Epoch: 15 Global Step: 254110 Fp16 Grad Scale: 262144 Required: 8 hours Training: 2022-04-12 02:09:41,942-Speed 3354.24 samples/sec Loss 0.4092 LearningRate 0.0057 Epoch: 15 Global Step: 254120 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:45,106-Speed 3236.73 samples/sec Loss 0.3931 LearningRate 0.0057 Epoch: 15 Global Step: 254130 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:48,255-Speed 3253.25 samples/sec Loss 0.4212 LearningRate 0.0057 Epoch: 15 Global Step: 254140 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:51,400-Speed 3256.31 samples/sec Loss 0.3924 LearningRate 0.0057 Epoch: 15 Global Step: 254150 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:09:54,464-Speed 3342.91 samples/sec Loss 0.4304 LearningRate 0.0057 Epoch: 15 Global Step: 254160 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:09:57,531-Speed 3339.41 samples/sec Loss 0.4092 LearningRate 0.0057 Epoch: 15 Global Step: 254170 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:00,593-Speed 3344.96 samples/sec Loss 0.4045 LearningRate 0.0057 Epoch: 15 Global Step: 254180 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:03,676-Speed 3323.17 samples/sec Loss 0.4047 LearningRate 0.0057 Epoch: 15 Global Step: 254190 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:06,741-Speed 3340.94 samples/sec Loss 0.4240 LearningRate 0.0057 Epoch: 15 Global Step: 254200 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:09,822-Speed 3324.70 samples/sec Loss 0.3934 LearningRate 0.0057 Epoch: 15 Global Step: 254210 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:12,882-Speed 3346.99 samples/sec Loss 0.4225 LearningRate 0.0057 Epoch: 15 Global Step: 254220 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:15,939-Speed 3350.91 samples/sec Loss 0.3783 LearningRate 0.0057 Epoch: 15 Global Step: 254230 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:18,997-Speed 3349.48 samples/sec Loss 0.4107 LearningRate 0.0057 Epoch: 15 Global Step: 254240 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:22,073-Speed 3329.23 samples/sec Loss 0.4068 LearningRate 0.0057 Epoch: 15 Global Step: 254250 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:25,134-Speed 3345.84 samples/sec Loss 0.4377 LearningRate 0.0057 Epoch: 15 Global Step: 254260 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:28,200-Speed 3342.31 samples/sec Loss 0.4004 LearningRate 0.0057 Epoch: 15 Global Step: 254270 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:31,286-Speed 3318.61 samples/sec Loss 0.4071 LearningRate 0.0057 Epoch: 15 Global Step: 254280 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:10:34,344-Speed 3350.27 samples/sec Loss 0.4260 LearningRate 0.0057 Epoch: 15 Global Step: 254290 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:37,420-Speed 3328.67 samples/sec Loss 0.4067 LearningRate 0.0057 Epoch: 15 Global Step: 254300 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:40,503-Speed 3322.71 samples/sec Loss 0.3836 LearningRate 0.0057 Epoch: 15 Global Step: 254310 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:43,574-Speed 3334.96 samples/sec Loss 0.4193 LearningRate 0.0057 Epoch: 15 Global Step: 254320 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:46,680-Speed 3298.00 samples/sec Loss 0.4203 LearningRate 0.0057 Epoch: 15 Global Step: 254330 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:49,752-Speed 3333.75 samples/sec Loss 0.4007 LearningRate 0.0057 Epoch: 15 Global Step: 254340 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:52,807-Speed 3353.04 samples/sec Loss 0.3830 LearningRate 0.0057 Epoch: 15 Global Step: 254350 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:55,898-Speed 3312.78 samples/sec Loss 0.3971 LearningRate 0.0057 Epoch: 15 Global Step: 254360 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:10:59,034-Speed 3266.31 samples/sec Loss 0.4151 LearningRate 0.0057 Epoch: 15 Global Step: 254370 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:02,111-Speed 3328.71 samples/sec Loss 0.4013 LearningRate 0.0057 Epoch: 15 Global Step: 254380 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:05,180-Speed 3337.62 samples/sec Loss 0.3853 LearningRate 0.0057 Epoch: 15 Global Step: 254390 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:11:08,262-Speed 3323.40 samples/sec Loss 0.4187 LearningRate 0.0057 Epoch: 15 Global Step: 254400 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:11:11,320-Speed 3349.15 samples/sec Loss 0.3906 LearningRate 0.0057 Epoch: 15 Global Step: 254410 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:11:14,391-Speed 3335.22 samples/sec Loss 0.3931 LearningRate 0.0057 Epoch: 15 Global Step: 254420 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:11:17,450-Speed 3347.88 samples/sec Loss 0.4049 LearningRate 0.0057 Epoch: 15 Global Step: 254430 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:11:20,628-Speed 3223.18 samples/sec Loss 0.3900 LearningRate 0.0057 Epoch: 15 Global Step: 254440 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:11:23,674-Speed 3361.88 samples/sec Loss 0.4159 LearningRate 0.0057 Epoch: 15 Global Step: 254450 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:26,760-Speed 3319.54 samples/sec Loss 0.4077 LearningRate 0.0057 Epoch: 15 Global Step: 254460 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:29,832-Speed 3335.22 samples/sec Loss 0.4123 LearningRate 0.0057 Epoch: 15 Global Step: 254470 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:32,904-Speed 3333.82 samples/sec Loss 0.3841 LearningRate 0.0056 Epoch: 15 Global Step: 254480 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:35,959-Speed 3353.15 samples/sec Loss 0.4062 LearningRate 0.0056 Epoch: 15 Global Step: 254490 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:39,056-Speed 3306.70 samples/sec Loss 0.3951 LearningRate 0.0056 Epoch: 15 Global Step: 254500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:42,189-Speed 3268.54 samples/sec Loss 0.4183 LearningRate 0.0056 Epoch: 15 Global Step: 254510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:45,256-Speed 3340.70 samples/sec Loss 0.4241 LearningRate 0.0056 Epoch: 15 Global Step: 254520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:48,311-Speed 3352.42 samples/sec Loss 0.4587 LearningRate 0.0056 Epoch: 15 Global Step: 254530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:51,387-Speed 3330.16 samples/sec Loss 0.4042 LearningRate 0.0056 Epoch: 15 Global Step: 254540 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:11:54,447-Speed 3346.38 samples/sec Loss 0.4132 LearningRate 0.0056 Epoch: 15 Global Step: 254550 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:11:57,504-Speed 3350.93 samples/sec Loss 0.4092 LearningRate 0.0056 Epoch: 15 Global Step: 254560 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:00,563-Speed 3348.33 samples/sec Loss 0.4240 LearningRate 0.0056 Epoch: 15 Global Step: 254570 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:03,634-Speed 3334.86 samples/sec Loss 0.3997 LearningRate 0.0056 Epoch: 15 Global Step: 254580 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:06,703-Speed 3336.83 samples/sec Loss 0.4147 LearningRate 0.0056 Epoch: 15 Global Step: 254590 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:09,805-Speed 3302.25 samples/sec Loss 0.3974 LearningRate 0.0056 Epoch: 15 Global Step: 254600 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:12,862-Speed 3351.01 samples/sec Loss 0.3882 LearningRate 0.0056 Epoch: 15 Global Step: 254610 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:15,925-Speed 3344.04 samples/sec Loss 0.3974 LearningRate 0.0056 Epoch: 15 Global Step: 254620 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:18,989-Speed 3342.27 samples/sec Loss 0.3915 LearningRate 0.0056 Epoch: 15 Global Step: 254630 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:22,143-Speed 3247.45 samples/sec Loss 0.4029 LearningRate 0.0056 Epoch: 15 Global Step: 254640 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:25,203-Speed 3346.65 samples/sec Loss 0.3964 LearningRate 0.0056 Epoch: 15 Global Step: 254650 Fp16 Grad Scale: 262144 Required: 8 hours Training: 2022-04-12 02:12:28,257-Speed 3353.72 samples/sec Loss 0.3748 LearningRate 0.0056 Epoch: 15 Global Step: 254660 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:31,339-Speed 3323.12 samples/sec Loss 0.4183 LearningRate 0.0056 Epoch: 15 Global Step: 254670 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:34,439-Speed 3305.04 samples/sec Loss 0.4155 LearningRate 0.0056 Epoch: 15 Global Step: 254680 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:37,577-Speed 3264.11 samples/sec Loss 0.4002 LearningRate 0.0056 Epoch: 15 Global Step: 254690 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:40,640-Speed 3343.98 samples/sec Loss 0.4157 LearningRate 0.0056 Epoch: 15 Global Step: 254700 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:43,706-Speed 3339.92 samples/sec Loss 0.4243 LearningRate 0.0056 Epoch: 15 Global Step: 254710 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:46,769-Speed 3343.53 samples/sec Loss 0.4263 LearningRate 0.0056 Epoch: 15 Global Step: 254720 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:49,835-Speed 3340.74 samples/sec Loss 0.3993 LearningRate 0.0056 Epoch: 15 Global Step: 254730 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:12:52,884-Speed 3359.00 samples/sec Loss 0.3995 LearningRate 0.0056 Epoch: 15 Global Step: 254740 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:12:55,968-Speed 3320.95 samples/sec Loss 0.3902 LearningRate 0.0056 Epoch: 15 Global Step: 254750 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:12:59,028-Speed 3347.73 samples/sec Loss 0.3831 LearningRate 0.0056 Epoch: 15 Global Step: 254760 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:02,102-Speed 3331.45 samples/sec Loss 0.4170 LearningRate 0.0056 Epoch: 15 Global Step: 254770 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:05,161-Speed 3348.82 samples/sec Loss 0.3911 LearningRate 0.0056 Epoch: 15 Global Step: 254780 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:08,220-Speed 3348.14 samples/sec Loss 0.3943 LearningRate 0.0056 Epoch: 15 Global Step: 254790 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:11,319-Speed 3305.59 samples/sec Loss 0.4218 LearningRate 0.0056 Epoch: 15 Global Step: 254800 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:14,401-Speed 3323.29 samples/sec Loss 0.4163 LearningRate 0.0056 Epoch: 15 Global Step: 254810 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:17,520-Speed 3283.45 samples/sec Loss 0.4215 LearningRate 0.0056 Epoch: 15 Global Step: 254820 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:20,634-Speed 3288.87 samples/sec Loss 0.3973 LearningRate 0.0056 Epoch: 15 Global Step: 254830 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:23,776-Speed 3260.23 samples/sec Loss 0.3849 LearningRate 0.0056 Epoch: 15 Global Step: 254840 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:26,887-Speed 3292.13 samples/sec Loss 0.4004 LearningRate 0.0056 Epoch: 15 Global Step: 254850 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:29,991-Speed 3300.07 samples/sec Loss 0.4080 LearningRate 0.0056 Epoch: 15 Global Step: 254860 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:33,105-Speed 3288.94 samples/sec Loss 0.4008 LearningRate 0.0056 Epoch: 15 Global Step: 254870 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:36,238-Speed 3269.30 samples/sec Loss 0.4055 LearningRate 0.0056 Epoch: 15 Global Step: 254880 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:39,391-Speed 3248.61 samples/sec Loss 0.4238 LearningRate 0.0056 Epoch: 15 Global Step: 254890 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:42,602-Speed 3189.55 samples/sec Loss 0.4060 LearningRate 0.0056 Epoch: 15 Global Step: 254900 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:45,757-Speed 3245.97 samples/sec Loss 0.3906 LearningRate 0.0056 Epoch: 15 Global Step: 254910 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:48,935-Speed 3222.71 samples/sec Loss 0.4197 LearningRate 0.0056 Epoch: 15 Global Step: 254920 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:52,055-Speed 3282.63 samples/sec Loss 0.4127 LearningRate 0.0056 Epoch: 15 Global Step: 254930 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:13:55,135-Speed 3326.18 samples/sec Loss 0.4115 LearningRate 0.0056 Epoch: 15 Global Step: 254940 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:13:58,244-Speed 3294.46 samples/sec Loss 0.4071 LearningRate 0.0056 Epoch: 15 Global Step: 254950 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:01,316-Speed 3333.52 samples/sec Loss 0.4308 LearningRate 0.0056 Epoch: 15 Global Step: 254960 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:04,384-Speed 3338.79 samples/sec Loss 0.3891 LearningRate 0.0056 Epoch: 15 Global Step: 254970 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:07,445-Speed 3345.99 samples/sec Loss 0.3894 LearningRate 0.0056 Epoch: 15 Global Step: 254980 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:10,572-Speed 3275.60 samples/sec Loss 0.4187 LearningRate 0.0056 Epoch: 15 Global Step: 254990 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:13,639-Speed 3339.12 samples/sec Loss 0.4095 LearningRate 0.0056 Epoch: 15 Global Step: 255000 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:16,742-Speed 3301.19 samples/sec Loss 0.3988 LearningRate 0.0056 Epoch: 15 Global Step: 255010 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:19,807-Speed 3341.72 samples/sec Loss 0.4131 LearningRate 0.0056 Epoch: 15 Global Step: 255020 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:22,889-Speed 3323.39 samples/sec Loss 0.4206 LearningRate 0.0056 Epoch: 15 Global Step: 255030 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:25,948-Speed 3347.74 samples/sec Loss 0.3862 LearningRate 0.0056 Epoch: 15 Global Step: 255040 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:29,009-Speed 3347.17 samples/sec Loss 0.4075 LearningRate 0.0056 Epoch: 15 Global Step: 255050 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:32,067-Speed 3348.93 samples/sec Loss 0.4171 LearningRate 0.0056 Epoch: 15 Global Step: 255060 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:35,136-Speed 3337.34 samples/sec Loss 0.3875 LearningRate 0.0056 Epoch: 15 Global Step: 255070 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:38,206-Speed 3336.15 samples/sec Loss 0.4017 LearningRate 0.0056 Epoch: 15 Global Step: 255080 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:41,269-Speed 3344.33 samples/sec Loss 0.3973 LearningRate 0.0056 Epoch: 15 Global Step: 255090 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:44,335-Speed 3340.37 samples/sec Loss 0.3832 LearningRate 0.0056 Epoch: 15 Global Step: 255100 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:47,401-Speed 3339.76 samples/sec Loss 0.3869 LearningRate 0.0056 Epoch: 15 Global Step: 255110 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:50,466-Speed 3342.25 samples/sec Loss 0.3809 LearningRate 0.0056 Epoch: 15 Global Step: 255120 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:53,528-Speed 3344.66 samples/sec Loss 0.4133 LearningRate 0.0056 Epoch: 15 Global Step: 255130 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:56,585-Speed 3351.06 samples/sec Loss 0.4063 LearningRate 0.0056 Epoch: 15 Global Step: 255140 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:14:59,679-Speed 3310.28 samples/sec Loss 0.3956 LearningRate 0.0056 Epoch: 15 Global Step: 255150 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:02,754-Speed 3331.14 samples/sec Loss 0.4444 LearningRate 0.0056 Epoch: 15 Global Step: 255160 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:05,834-Speed 3324.94 samples/sec Loss 0.4007 LearningRate 0.0056 Epoch: 15 Global Step: 255170 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:08,980-Speed 3255.48 samples/sec Loss 0.4147 LearningRate 0.0055 Epoch: 15 Global Step: 255180 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:12,080-Speed 3304.05 samples/sec Loss 0.4125 LearningRate 0.0055 Epoch: 15 Global Step: 255190 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:15,195-Speed 3287.81 samples/sec Loss 0.4237 LearningRate 0.0055 Epoch: 15 Global Step: 255200 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:18,372-Speed 3224.43 samples/sec Loss 0.4026 LearningRate 0.0055 Epoch: 15 Global Step: 255210 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:21,430-Speed 3349.06 samples/sec Loss 0.4011 LearningRate 0.0055 Epoch: 15 Global Step: 255220 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:24,489-Speed 3348.60 samples/sec Loss 0.4114 LearningRate 0.0055 Epoch: 15 Global Step: 255230 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:27,551-Speed 3345.46 samples/sec Loss 0.4175 LearningRate 0.0055 Epoch: 15 Global Step: 255240 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:30,615-Speed 3342.67 samples/sec Loss 0.4165 LearningRate 0.0055 Epoch: 15 Global Step: 255250 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:15:33,684-Speed 3337.92 samples/sec Loss 0.4270 LearningRate 0.0055 Epoch: 15 Global Step: 255260 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:36,803-Speed 3282.85 samples/sec Loss 0.4001 LearningRate 0.0055 Epoch: 15 Global Step: 255270 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:39,893-Speed 3314.79 samples/sec Loss 0.4017 LearningRate 0.0055 Epoch: 15 Global Step: 255280 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:42,976-Speed 3322.21 samples/sec Loss 0.4065 LearningRate 0.0055 Epoch: 15 Global Step: 255290 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:46,040-Speed 3343.02 samples/sec Loss 0.3983 LearningRate 0.0055 Epoch: 15 Global Step: 255300 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:49,115-Speed 3330.86 samples/sec Loss 0.4085 LearningRate 0.0055 Epoch: 15 Global Step: 255310 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:52,265-Speed 3251.73 samples/sec Loss 0.3944 LearningRate 0.0055 Epoch: 15 Global Step: 255320 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:55,366-Speed 3302.75 samples/sec Loss 0.4201 LearningRate 0.0055 Epoch: 15 Global Step: 255330 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:15:58,493-Speed 3275.16 samples/sec Loss 0.4154 LearningRate 0.0055 Epoch: 15 Global Step: 255340 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:16:01,584-Speed 3314.02 samples/sec Loss 0.4353 LearningRate 0.0055 Epoch: 15 Global Step: 255350 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:16:04,646-Speed 3344.68 samples/sec Loss 0.4178 LearningRate 0.0055 Epoch: 15 Global Step: 255360 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:07,706-Speed 3347.70 samples/sec Loss 0.4062 LearningRate 0.0055 Epoch: 15 Global Step: 255370 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:10,799-Speed 3311.22 samples/sec Loss 0.4062 LearningRate 0.0055 Epoch: 15 Global Step: 255380 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:13,861-Speed 3345.55 samples/sec Loss 0.4117 LearningRate 0.0055 Epoch: 15 Global Step: 255390 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:16,944-Speed 3321.45 samples/sec Loss 0.3978 LearningRate 0.0055 Epoch: 15 Global Step: 255400 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:20,013-Speed 3337.95 samples/sec Loss 0.4106 LearningRate 0.0055 Epoch: 15 Global Step: 255410 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:23,076-Speed 3343.16 samples/sec Loss 0.4211 LearningRate 0.0055 Epoch: 15 Global Step: 255420 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:26,160-Speed 3321.17 samples/sec Loss 0.4179 LearningRate 0.0055 Epoch: 15 Global Step: 255430 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:29,222-Speed 3344.89 samples/sec Loss 0.4143 LearningRate 0.0055 Epoch: 15 Global Step: 255440 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:32,357-Speed 3267.45 samples/sec Loss 0.4393 LearningRate 0.0055 Epoch: 15 Global Step: 255450 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:35,437-Speed 3325.20 samples/sec Loss 0.4094 LearningRate 0.0055 Epoch: 15 Global Step: 255460 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:16:38,526-Speed 3315.74 samples/sec Loss 0.4168 LearningRate 0.0055 Epoch: 15 Global Step: 255470 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:16:41,592-Speed 3341.46 samples/sec Loss 0.4212 LearningRate 0.0055 Epoch: 15 Global Step: 255480 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:16:44,658-Speed 3340.38 samples/sec Loss 0.4175 LearningRate 0.0055 Epoch: 15 Global Step: 255490 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:16:47,715-Speed 3350.25 samples/sec Loss 0.4137 LearningRate 0.0055 Epoch: 15 Global Step: 255500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:50,819-Speed 3299.07 samples/sec Loss 0.4236 LearningRate 0.0055 Epoch: 15 Global Step: 255510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:53,983-Speed 3237.67 samples/sec Loss 0.4226 LearningRate 0.0055 Epoch: 15 Global Step: 255520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:16:57,098-Speed 3288.31 samples/sec Loss 0.3882 LearningRate 0.0055 Epoch: 15 Global Step: 255530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:17:00,196-Speed 3305.17 samples/sec Loss 0.4124 LearningRate 0.0055 Epoch: 15 Global Step: 255540 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:17:03,282-Speed 3319.54 samples/sec Loss 0.3827 LearningRate 0.0055 Epoch: 15 Global Step: 255550 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:17:06,364-Speed 3322.81 samples/sec Loss 0.4058 LearningRate 0.0055 Epoch: 15 Global Step: 255560 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:17:09,474-Speed 3294.82 samples/sec Loss 0.3911 LearningRate 0.0055 Epoch: 15 Global Step: 255570 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:17:12,620-Speed 3255.12 samples/sec Loss 0.4210 LearningRate 0.0055 Epoch: 15 Global Step: 255580 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:17:15,699-Speed 3326.30 samples/sec Loss 0.4259 LearningRate 0.0055 Epoch: 15 Global Step: 255590 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:17:18,764-Speed 3341.50 samples/sec Loss 0.4266 LearningRate 0.0055 Epoch: 15 Global Step: 255600 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:21,833-Speed 3337.96 samples/sec Loss 0.3798 LearningRate 0.0055 Epoch: 15 Global Step: 255610 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:24,983-Speed 3250.78 samples/sec Loss 0.3815 LearningRate 0.0055 Epoch: 15 Global Step: 255620 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:28,090-Speed 3297.19 samples/sec Loss 0.4303 LearningRate 0.0055 Epoch: 15 Global Step: 255630 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:31,173-Speed 3321.33 samples/sec Loss 0.3902 LearningRate 0.0055 Epoch: 15 Global Step: 255640 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:34,237-Speed 3343.37 samples/sec Loss 0.4254 LearningRate 0.0055 Epoch: 15 Global Step: 255650 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:37,327-Speed 3315.57 samples/sec Loss 0.4118 LearningRate 0.0055 Epoch: 15 Global Step: 255660 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:40,418-Speed 3313.81 samples/sec Loss 0.4349 LearningRate 0.0055 Epoch: 15 Global Step: 255670 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:43,498-Speed 3325.01 samples/sec Loss 0.4431 LearningRate 0.0055 Epoch: 15 Global Step: 255680 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:46,561-Speed 3343.83 samples/sec Loss 0.3986 LearningRate 0.0055 Epoch: 15 Global Step: 255690 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:49,615-Speed 3353.67 samples/sec Loss 0.4041 LearningRate 0.0055 Epoch: 15 Global Step: 255700 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:52,694-Speed 3326.07 samples/sec Loss 0.4492 LearningRate 0.0055 Epoch: 15 Global Step: 255710 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:55,776-Speed 3323.10 samples/sec Loss 0.4119 LearningRate 0.0055 Epoch: 15 Global Step: 255720 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:17:58,865-Speed 3315.99 samples/sec Loss 0.4379 LearningRate 0.0055 Epoch: 15 Global Step: 255730 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:01,959-Speed 3310.32 samples/sec Loss 0.4183 LearningRate 0.0055 Epoch: 15 Global Step: 255740 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:05,070-Speed 3292.25 samples/sec Loss 0.3927 LearningRate 0.0055 Epoch: 15 Global Step: 255750 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:08,141-Speed 3335.48 samples/sec Loss 0.4218 LearningRate 0.0055 Epoch: 15 Global Step: 255760 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:11,226-Speed 3319.87 samples/sec Loss 0.4252 LearningRate 0.0055 Epoch: 15 Global Step: 255770 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:14,317-Speed 3313.68 samples/sec Loss 0.4045 LearningRate 0.0055 Epoch: 15 Global Step: 255780 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:17,398-Speed 3324.06 samples/sec Loss 0.4049 LearningRate 0.0055 Epoch: 15 Global Step: 255790 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:20,480-Speed 3323.22 samples/sec Loss 0.4047 LearningRate 0.0055 Epoch: 15 Global Step: 255800 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:23,585-Speed 3299.47 samples/sec Loss 0.4167 LearningRate 0.0055 Epoch: 15 Global Step: 255810 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:26,687-Speed 3301.57 samples/sec Loss 0.4066 LearningRate 0.0055 Epoch: 15 Global Step: 255820 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:29,754-Speed 3339.72 samples/sec Loss 0.4202 LearningRate 0.0055 Epoch: 15 Global Step: 255830 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:32,842-Speed 3316.38 samples/sec Loss 0.4033 LearningRate 0.0055 Epoch: 15 Global Step: 255840 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:35,964-Speed 3281.19 samples/sec Loss 0.4167 LearningRate 0.0055 Epoch: 15 Global Step: 255850 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:39,051-Speed 3317.89 samples/sec Loss 0.4149 LearningRate 0.0055 Epoch: 15 Global Step: 255860 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:42,156-Speed 3298.50 samples/sec Loss 0.4306 LearningRate 0.0055 Epoch: 15 Global Step: 255870 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:45,249-Speed 3311.32 samples/sec Loss 0.4197 LearningRate 0.0055 Epoch: 15 Global Step: 255880 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:48,344-Speed 3308.39 samples/sec Loss 0.4343 LearningRate 0.0054 Epoch: 15 Global Step: 255890 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:51,438-Speed 3311.24 samples/sec Loss 0.4039 LearningRate 0.0054 Epoch: 15 Global Step: 255900 Fp16 Grad Scale: 262144 Required: 8 hours Training: 2022-04-12 02:18:54,499-Speed 3346.41 samples/sec Loss 0.4106 LearningRate 0.0054 Epoch: 15 Global Step: 255910 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:18:57,657-Speed 3242.57 samples/sec Loss 0.4187 LearningRate 0.0054 Epoch: 15 Global Step: 255920 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:19:00,802-Speed 3256.73 samples/sec Loss 0.4252 LearningRate 0.0054 Epoch: 15 Global Step: 255930 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:19:03,889-Speed 3318.44 samples/sec Loss 0.3930 LearningRate 0.0054 Epoch: 15 Global Step: 255940 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:19:06,983-Speed 3310.36 samples/sec Loss 0.4113 LearningRate 0.0054 Epoch: 15 Global Step: 255950 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:19:10,069-Speed 3318.62 samples/sec Loss 0.4059 LearningRate 0.0054 Epoch: 15 Global Step: 255960 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:19:13,195-Speed 3276.54 samples/sec Loss 0.4354 LearningRate 0.0054 Epoch: 15 Global Step: 255970 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:19:16,262-Speed 3339.41 samples/sec Loss 0.4178 LearningRate 0.0054 Epoch: 15 Global Step: 255980 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:19:19,387-Speed 3277.51 samples/sec Loss 0.4276 LearningRate 0.0054 Epoch: 15 Global Step: 255990 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:19:22,608-Speed 3180.09 samples/sec Loss 0.4289 LearningRate 0.0054 Epoch: 15 Global Step: 256000 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:20:06,321-[lfw][256000]XNorm: 21.415534 Training: 2022-04-12 02:20:06,324-[lfw][256000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-12 02:20:06,324-[lfw][256000]Accuracy-Highest: 0.99817 Training: 2022-04-12 02:20:57,434-[cfp_fp][256000]XNorm: 22.661393 Training: 2022-04-12 02:20:57,434-[cfp_fp][256000]Accuracy-Flip: 0.99057+-0.00500 Training: 2022-04-12 02:20:57,435-[cfp_fp][256000]Accuracy-Highest: 0.99186 Training: 2022-04-12 02:21:41,420-[agedb_30][256000]XNorm: 22.993931 Training: 2022-04-12 02:21:41,421-[agedb_30][256000]Accuracy-Flip: 0.98650+-0.00589 Training: 2022-04-12 02:21:41,421-[agedb_30][256000]Accuracy-Highest: 0.98650 Training: 2022-04-12 02:21:44,507-Speed 72.16 samples/sec Loss 0.4547 LearningRate 0.0054 Epoch: 15 Global Step: 256010 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:21:47,557-Speed 3358.17 samples/sec Loss 0.4581 LearningRate 0.0054 Epoch: 15 Global Step: 256020 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:21:50,693-Speed 3266.68 samples/sec Loss 0.4167 LearningRate 0.0054 Epoch: 15 Global Step: 256030 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:21:53,814-Speed 3281.49 samples/sec Loss 0.4005 LearningRate 0.0054 Epoch: 15 Global Step: 256040 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:21:56,912-Speed 3306.28 samples/sec Loss 0.4200 LearningRate 0.0054 Epoch: 15 Global Step: 256050 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:21:59,964-Speed 3355.76 samples/sec Loss 0.4006 LearningRate 0.0054 Epoch: 15 Global Step: 256060 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:03,038-Speed 3331.96 samples/sec Loss 0.4253 LearningRate 0.0054 Epoch: 15 Global Step: 256070 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:06,149-Speed 3291.65 samples/sec Loss 0.3907 LearningRate 0.0054 Epoch: 15 Global Step: 256080 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:09,243-Speed 3310.54 samples/sec Loss 0.4129 LearningRate 0.0054 Epoch: 15 Global Step: 256090 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:12,309-Speed 3340.89 samples/sec Loss 0.4095 LearningRate 0.0054 Epoch: 15 Global Step: 256100 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:15,384-Speed 3330.44 samples/sec Loss 0.3973 LearningRate 0.0054 Epoch: 15 Global Step: 256110 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:18,482-Speed 3307.03 samples/sec Loss 0.4342 LearningRate 0.0054 Epoch: 15 Global Step: 256120 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:21,571-Speed 3314.84 samples/sec Loss 0.4227 LearningRate 0.0054 Epoch: 15 Global Step: 256130 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:24,712-Speed 3260.92 samples/sec Loss 0.4158 LearningRate 0.0054 Epoch: 15 Global Step: 256140 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:27,809-Speed 3307.84 samples/sec Loss 0.4085 LearningRate 0.0054 Epoch: 15 Global Step: 256150 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:30,893-Speed 3320.21 samples/sec Loss 0.4366 LearningRate 0.0054 Epoch: 15 Global Step: 256160 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:34,016-Speed 3279.94 samples/sec Loss 0.4293 LearningRate 0.0054 Epoch: 15 Global Step: 256170 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:37,150-Speed 3268.12 samples/sec Loss 0.4355 LearningRate 0.0054 Epoch: 15 Global Step: 256180 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:40,288-Speed 3264.24 samples/sec Loss 0.4192 LearningRate 0.0054 Epoch: 15 Global Step: 256190 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:22:43,425-Speed 3264.84 samples/sec Loss 0.4210 LearningRate 0.0054 Epoch: 15 Global Step: 256200 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:46,611-Speed 3214.69 samples/sec Loss 0.4160 LearningRate 0.0054 Epoch: 15 Global Step: 256210 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:49,725-Speed 3289.00 samples/sec Loss 0.4199 LearningRate 0.0054 Epoch: 15 Global Step: 256220 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:52,789-Speed 3343.41 samples/sec Loss 0.4028 LearningRate 0.0054 Epoch: 15 Global Step: 256230 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:55,869-Speed 3325.71 samples/sec Loss 0.4753 LearningRate 0.0054 Epoch: 15 Global Step: 256240 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:22:58,931-Speed 3344.92 samples/sec Loss 0.4431 LearningRate 0.0054 Epoch: 15 Global Step: 256250 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:23:02,017-Speed 3318.06 samples/sec Loss 0.4343 LearningRate 0.0054 Epoch: 15 Global Step: 256260 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:23:05,065-Speed 3360.17 samples/sec Loss 0.4238 LearningRate 0.0054 Epoch: 15 Global Step: 256270 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:08,157-Speed 3313.14 samples/sec Loss 0.4244 LearningRate 0.0054 Epoch: 15 Global Step: 256280 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:11,338-Speed 3219.98 samples/sec Loss 0.4491 LearningRate 0.0054 Epoch: 15 Global Step: 256290 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:14,499-Speed 3240.44 samples/sec Loss 0.4207 LearningRate 0.0054 Epoch: 15 Global Step: 256300 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:17,568-Speed 3337.10 samples/sec Loss 0.3968 LearningRate 0.0054 Epoch: 15 Global Step: 256310 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:20,668-Speed 3304.44 samples/sec Loss 0.3972 LearningRate 0.0054 Epoch: 15 Global Step: 256320 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:23,762-Speed 3309.39 samples/sec Loss 0.4122 LearningRate 0.0054 Epoch: 15 Global Step: 256330 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:26,818-Speed 3351.60 samples/sec Loss 0.3998 LearningRate 0.0054 Epoch: 15 Global Step: 256340 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:29,969-Speed 3250.80 samples/sec Loss 0.4172 LearningRate 0.0054 Epoch: 15 Global Step: 256350 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:33,047-Speed 3327.17 samples/sec Loss 0.4289 LearningRate 0.0054 Epoch: 15 Global Step: 256360 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:36,194-Speed 3254.89 samples/sec Loss 0.4173 LearningRate 0.0054 Epoch: 15 Global Step: 256370 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:23:39,289-Speed 3309.54 samples/sec Loss 0.4175 LearningRate 0.0054 Epoch: 15 Global Step: 256380 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:23:42,448-Speed 3242.08 samples/sec Loss 0.4012 LearningRate 0.0054 Epoch: 15 Global Step: 256390 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:23:45,683-Speed 3166.18 samples/sec Loss 0.4332 LearningRate 0.0054 Epoch: 15 Global Step: 256400 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:23:48,771-Speed 3316.87 samples/sec Loss 0.4488 LearningRate 0.0054 Epoch: 15 Global Step: 256410 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:23:51,818-Speed 3361.80 samples/sec Loss 0.4056 LearningRate 0.0054 Epoch: 15 Global Step: 256420 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:54,885-Speed 3339.34 samples/sec Loss 0.4259 LearningRate 0.0054 Epoch: 15 Global Step: 256430 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:23:57,960-Speed 3330.33 samples/sec Loss 0.4255 LearningRate 0.0054 Epoch: 15 Global Step: 256440 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:01,037-Speed 3328.43 samples/sec Loss 0.4122 LearningRate 0.0054 Epoch: 15 Global Step: 256450 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:04,104-Speed 3340.20 samples/sec Loss 0.4314 LearningRate 0.0054 Epoch: 15 Global Step: 256460 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:07,167-Speed 3344.56 samples/sec Loss 0.4100 LearningRate 0.0054 Epoch: 15 Global Step: 256470 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:10,222-Speed 3351.91 samples/sec Loss 0.4138 LearningRate 0.0054 Epoch: 15 Global Step: 256480 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:13,276-Speed 3354.18 samples/sec Loss 0.4173 LearningRate 0.0054 Epoch: 15 Global Step: 256490 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:16,362-Speed 3318.78 samples/sec Loss 0.4186 LearningRate 0.0054 Epoch: 15 Global Step: 256500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:19,514-Speed 3248.75 samples/sec Loss 0.4101 LearningRate 0.0054 Epoch: 15 Global Step: 256510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:22,611-Speed 3307.50 samples/sec Loss 0.3927 LearningRate 0.0054 Epoch: 15 Global Step: 256520 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:24:25,685-Speed 3332.04 samples/sec Loss 0.4161 LearningRate 0.0054 Epoch: 15 Global Step: 256530 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:24:28,796-Speed 3291.91 samples/sec Loss 0.4249 LearningRate 0.0054 Epoch: 15 Global Step: 256540 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:24:31,859-Speed 3344.33 samples/sec Loss 0.4297 LearningRate 0.0054 Epoch: 15 Global Step: 256550 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:24:34,960-Speed 3302.91 samples/sec Loss 0.4086 LearningRate 0.0054 Epoch: 15 Global Step: 256560 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:24:38,154-Speed 3206.92 samples/sec Loss 0.4348 LearningRate 0.0054 Epoch: 15 Global Step: 256570 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:24:41,271-Speed 3285.35 samples/sec Loss 0.4120 LearningRate 0.0054 Epoch: 15 Global Step: 256580 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:24:44,326-Speed 3352.34 samples/sec Loss 0.4138 LearningRate 0.0054 Epoch: 15 Global Step: 256590 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:47,389-Speed 3343.95 samples/sec Loss 0.4378 LearningRate 0.0054 Epoch: 15 Global Step: 256600 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:50,483-Speed 3310.70 samples/sec Loss 0.4271 LearningRate 0.0053 Epoch: 15 Global Step: 256610 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:53,557-Speed 3331.53 samples/sec Loss 0.4429 LearningRate 0.0053 Epoch: 15 Global Step: 256620 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:56,615-Speed 3349.85 samples/sec Loss 0.4400 LearningRate 0.0053 Epoch: 15 Global Step: 256630 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:24:59,704-Speed 3316.14 samples/sec Loss 0.4203 LearningRate 0.0053 Epoch: 15 Global Step: 256640 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:02,761-Speed 3350.49 samples/sec Loss 0.4117 LearningRate 0.0053 Epoch: 15 Global Step: 256650 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:05,849-Speed 3316.59 samples/sec Loss 0.4230 LearningRate 0.0053 Epoch: 15 Global Step: 256660 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:08,942-Speed 3311.22 samples/sec Loss 0.4387 LearningRate 0.0053 Epoch: 15 Global Step: 256670 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:12,068-Speed 3276.50 samples/sec Loss 0.4243 LearningRate 0.0053 Epoch: 15 Global Step: 256680 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:15,288-Speed 3180.64 samples/sec Loss 0.4247 LearningRate 0.0053 Epoch: 15 Global Step: 256690 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:25:18,356-Speed 3338.14 samples/sec Loss 0.4210 LearningRate 0.0053 Epoch: 15 Global Step: 256700 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:25:21,497-Speed 3260.92 samples/sec Loss 0.4083 LearningRate 0.0053 Epoch: 15 Global Step: 256710 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:25:24,560-Speed 3344.65 samples/sec Loss 0.4153 LearningRate 0.0053 Epoch: 15 Global Step: 256720 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:25:27,638-Speed 3327.44 samples/sec Loss 0.4196 LearningRate 0.0053 Epoch: 15 Global Step: 256730 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:25:30,694-Speed 3351.80 samples/sec Loss 0.4148 LearningRate 0.0053 Epoch: 15 Global Step: 256740 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:25:33,841-Speed 3254.53 samples/sec Loss 0.4275 LearningRate 0.0053 Epoch: 15 Global Step: 256750 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:25:36,975-Speed 3268.00 samples/sec Loss 0.4122 LearningRate 0.0053 Epoch: 15 Global Step: 256760 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:40,039-Speed 3342.74 samples/sec Loss 0.4099 LearningRate 0.0053 Epoch: 15 Global Step: 256770 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:43,094-Speed 3351.93 samples/sec Loss 0.4076 LearningRate 0.0053 Epoch: 15 Global Step: 256780 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:46,159-Speed 3341.94 samples/sec Loss 0.4288 LearningRate 0.0053 Epoch: 15 Global Step: 256790 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:49,237-Speed 3328.12 samples/sec Loss 0.4016 LearningRate 0.0053 Epoch: 15 Global Step: 256800 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:52,383-Speed 3255.69 samples/sec Loss 0.4238 LearningRate 0.0053 Epoch: 15 Global Step: 256810 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:55,446-Speed 3344.24 samples/sec Loss 0.4118 LearningRate 0.0053 Epoch: 15 Global Step: 256820 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:25:58,516-Speed 3336.01 samples/sec Loss 0.4294 LearningRate 0.0053 Epoch: 15 Global Step: 256830 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:01,633-Speed 3286.14 samples/sec Loss 0.4260 LearningRate 0.0053 Epoch: 15 Global Step: 256840 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:04,713-Speed 3325.58 samples/sec Loss 0.3981 LearningRate 0.0053 Epoch: 15 Global Step: 256850 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:07,807-Speed 3309.54 samples/sec Loss 0.4150 LearningRate 0.0053 Epoch: 15 Global Step: 256860 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:26:10,922-Speed 3288.43 samples/sec Loss 0.3810 LearningRate 0.0053 Epoch: 15 Global Step: 256870 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:26:14,005-Speed 3321.63 samples/sec Loss 0.4042 LearningRate 0.0053 Epoch: 15 Global Step: 256880 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:17,087-Speed 3323.11 samples/sec Loss 0.4083 LearningRate 0.0053 Epoch: 15 Global Step: 256890 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:20,173-Speed 3319.21 samples/sec Loss 0.4239 LearningRate 0.0053 Epoch: 15 Global Step: 256900 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:23,249-Speed 3330.36 samples/sec Loss 0.4258 LearningRate 0.0053 Epoch: 15 Global Step: 256910 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:26,316-Speed 3339.67 samples/sec Loss 0.4085 LearningRate 0.0053 Epoch: 15 Global Step: 256920 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:29,383-Speed 3339.31 samples/sec Loss 0.4101 LearningRate 0.0053 Epoch: 15 Global Step: 256930 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:32,441-Speed 3349.33 samples/sec Loss 0.4220 LearningRate 0.0053 Epoch: 15 Global Step: 256940 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:35,501-Speed 3347.08 samples/sec Loss 0.4280 LearningRate 0.0053 Epoch: 15 Global Step: 256950 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:38,581-Speed 3325.12 samples/sec Loss 0.4375 LearningRate 0.0053 Epoch: 15 Global Step: 256960 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:41,658-Speed 3329.09 samples/sec Loss 0.4250 LearningRate 0.0053 Epoch: 15 Global Step: 256970 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:26:44,734-Speed 3329.74 samples/sec Loss 0.4525 LearningRate 0.0053 Epoch: 15 Global Step: 256980 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:26:47,795-Speed 3345.87 samples/sec Loss 0.4057 LearningRate 0.0053 Epoch: 15 Global Step: 256990 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:26:50,856-Speed 3346.04 samples/sec Loss 0.3999 LearningRate 0.0053 Epoch: 15 Global Step: 257000 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:26:53,976-Speed 3283.27 samples/sec Loss 0.4467 LearningRate 0.0053 Epoch: 15 Global Step: 257010 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:26:57,037-Speed 3345.40 samples/sec Loss 0.4088 LearningRate 0.0053 Epoch: 15 Global Step: 257020 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:00,094-Speed 3350.40 samples/sec Loss 0.4245 LearningRate 0.0053 Epoch: 15 Global Step: 257030 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:03,237-Speed 3259.53 samples/sec Loss 0.4078 LearningRate 0.0053 Epoch: 15 Global Step: 257040 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:06,362-Speed 3277.73 samples/sec Loss 0.4159 LearningRate 0.0053 Epoch: 15 Global Step: 257050 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:09,417-Speed 3351.67 samples/sec Loss 0.4301 LearningRate 0.0053 Epoch: 15 Global Step: 257060 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:12,480-Speed 3344.17 samples/sec Loss 0.4135 LearningRate 0.0053 Epoch: 15 Global Step: 257070 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:15,592-Speed 3291.54 samples/sec Loss 0.4057 LearningRate 0.0053 Epoch: 15 Global Step: 257080 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:18,665-Speed 3333.68 samples/sec Loss 0.4244 LearningRate 0.0053 Epoch: 15 Global Step: 257090 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:21,726-Speed 3345.55 samples/sec Loss 0.4250 LearningRate 0.0053 Epoch: 15 Global Step: 257100 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:24,864-Speed 3264.15 samples/sec Loss 0.4217 LearningRate 0.0053 Epoch: 15 Global Step: 257110 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:27,953-Speed 3315.25 samples/sec Loss 0.4125 LearningRate 0.0053 Epoch: 15 Global Step: 257120 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:31,049-Speed 3308.73 samples/sec Loss 0.4248 LearningRate 0.0053 Epoch: 15 Global Step: 257130 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:34,190-Speed 3260.11 samples/sec Loss 0.4206 LearningRate 0.0053 Epoch: 15 Global Step: 257140 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:37,277-Speed 3318.21 samples/sec Loss 0.4143 LearningRate 0.0053 Epoch: 15 Global Step: 257150 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:27:40,441-Speed 3237.06 samples/sec Loss 0.4213 LearningRate 0.0053 Epoch: 15 Global Step: 257160 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:43,550-Speed 3294.21 samples/sec Loss 0.4275 LearningRate 0.0053 Epoch: 15 Global Step: 257170 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:46,626-Speed 3329.94 samples/sec Loss 0.4298 LearningRate 0.0053 Epoch: 15 Global Step: 257180 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:49,700-Speed 3332.16 samples/sec Loss 0.4039 LearningRate 0.0053 Epoch: 15 Global Step: 257190 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:52,770-Speed 3336.10 samples/sec Loss 0.4207 LearningRate 0.0053 Epoch: 15 Global Step: 257200 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:55,869-Speed 3305.40 samples/sec Loss 0.4398 LearningRate 0.0053 Epoch: 15 Global Step: 257210 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:27:58,940-Speed 3335.00 samples/sec Loss 0.4314 LearningRate 0.0053 Epoch: 15 Global Step: 257220 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:02,044-Speed 3299.43 samples/sec Loss 0.4099 LearningRate 0.0053 Epoch: 15 Global Step: 257230 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:05,105-Speed 3346.01 samples/sec Loss 0.4222 LearningRate 0.0053 Epoch: 15 Global Step: 257240 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:08,194-Speed 3316.39 samples/sec Loss 0.4435 LearningRate 0.0053 Epoch: 15 Global Step: 257250 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:11,255-Speed 3345.40 samples/sec Loss 0.4351 LearningRate 0.0053 Epoch: 15 Global Step: 257260 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:14,315-Speed 3347.75 samples/sec Loss 0.4074 LearningRate 0.0053 Epoch: 15 Global Step: 257270 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:17,393-Speed 3327.44 samples/sec Loss 0.4200 LearningRate 0.0053 Epoch: 15 Global Step: 257280 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:20,457-Speed 3343.23 samples/sec Loss 0.4150 LearningRate 0.0053 Epoch: 15 Global Step: 257290 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:23,527-Speed 3335.38 samples/sec Loss 0.3974 LearningRate 0.0053 Epoch: 15 Global Step: 257300 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:26,670-Speed 3259.09 samples/sec Loss 0.4316 LearningRate 0.0053 Epoch: 15 Global Step: 257310 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:28:29,742-Speed 3334.16 samples/sec Loss 0.4331 LearningRate 0.0053 Epoch: 15 Global Step: 257320 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:32,859-Speed 3286.07 samples/sec Loss 0.4257 LearningRate 0.0053 Epoch: 15 Global Step: 257330 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:35,965-Speed 3297.92 samples/sec Loss 0.4140 LearningRate 0.0052 Epoch: 15 Global Step: 257340 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:39,047-Speed 3322.98 samples/sec Loss 0.4110 LearningRate 0.0052 Epoch: 15 Global Step: 257350 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:42,111-Speed 3343.32 samples/sec Loss 0.4371 LearningRate 0.0052 Epoch: 15 Global Step: 257360 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:45,190-Speed 3326.34 samples/sec Loss 0.4333 LearningRate 0.0052 Epoch: 15 Global Step: 257370 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:48,259-Speed 3337.57 samples/sec Loss 0.3951 LearningRate 0.0052 Epoch: 15 Global Step: 257380 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:51,327-Speed 3338.23 samples/sec Loss 0.4019 LearningRate 0.0052 Epoch: 15 Global Step: 257390 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:54,419-Speed 3312.09 samples/sec Loss 0.4594 LearningRate 0.0052 Epoch: 15 Global Step: 257400 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:28:57,602-Speed 3217.63 samples/sec Loss 0.4259 LearningRate 0.0052 Epoch: 15 Global Step: 257410 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:00,709-Speed 3296.75 samples/sec Loss 0.4050 LearningRate 0.0052 Epoch: 15 Global Step: 257420 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:03,778-Speed 3337.50 samples/sec Loss 0.4342 LearningRate 0.0052 Epoch: 15 Global Step: 257430 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:06,883-Speed 3300.93 samples/sec Loss 0.4344 LearningRate 0.0052 Epoch: 15 Global Step: 257440 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:10,002-Speed 3284.69 samples/sec Loss 0.4152 LearningRate 0.0052 Epoch: 15 Global Step: 257450 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:13,103-Speed 3302.23 samples/sec Loss 0.4256 LearningRate 0.0052 Epoch: 15 Global Step: 257460 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:16,168-Speed 3341.52 samples/sec Loss 0.4123 LearningRate 0.0052 Epoch: 15 Global Step: 257470 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:19,354-Speed 3215.38 samples/sec Loss 0.4372 LearningRate 0.0052 Epoch: 15 Global Step: 257480 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:22,570-Speed 3184.33 samples/sec Loss 0.4225 LearningRate 0.0052 Epoch: 15 Global Step: 257490 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:25,657-Speed 3317.44 samples/sec Loss 0.4313 LearningRate 0.0052 Epoch: 15 Global Step: 257500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:28,725-Speed 3339.25 samples/sec Loss 0.4405 LearningRate 0.0052 Epoch: 15 Global Step: 257510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:31,790-Speed 3341.27 samples/sec Loss 0.4120 LearningRate 0.0052 Epoch: 15 Global Step: 257520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:34,860-Speed 3336.51 samples/sec Loss 0.4255 LearningRate 0.0052 Epoch: 15 Global Step: 257530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:37,927-Speed 3339.69 samples/sec Loss 0.3957 LearningRate 0.0052 Epoch: 15 Global Step: 257540 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:41,032-Speed 3299.01 samples/sec Loss 0.4063 LearningRate 0.0052 Epoch: 15 Global Step: 257550 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:29:44,106-Speed 3330.75 samples/sec Loss 0.4276 LearningRate 0.0052 Epoch: 15 Global Step: 257560 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:47,185-Speed 3326.79 samples/sec Loss 0.3947 LearningRate 0.0052 Epoch: 15 Global Step: 257570 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:50,261-Speed 3329.39 samples/sec Loss 0.4161 LearningRate 0.0052 Epoch: 15 Global Step: 257580 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:53,339-Speed 3327.52 samples/sec Loss 0.4511 LearningRate 0.0052 Epoch: 15 Global Step: 257590 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:56,409-Speed 3337.12 samples/sec Loss 0.4261 LearningRate 0.0052 Epoch: 15 Global Step: 257600 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:29:59,613-Speed 3196.50 samples/sec Loss 0.4088 LearningRate 0.0052 Epoch: 15 Global Step: 257610 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:02,704-Speed 3313.45 samples/sec Loss 0.4436 LearningRate 0.0052 Epoch: 15 Global Step: 257620 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:05,860-Speed 3245.83 samples/sec Loss 0.4185 LearningRate 0.0052 Epoch: 15 Global Step: 257630 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:08,983-Speed 3278.96 samples/sec Loss 0.4144 LearningRate 0.0052 Epoch: 15 Global Step: 257640 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:12,040-Speed 3350.88 samples/sec Loss 0.4198 LearningRate 0.0052 Epoch: 15 Global Step: 257650 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:15,192-Speed 3249.39 samples/sec Loss 0.4319 LearningRate 0.0052 Epoch: 15 Global Step: 257660 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:18,426-Speed 3167.57 samples/sec Loss 0.4115 LearningRate 0.0052 Epoch: 15 Global Step: 257670 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:21,510-Speed 3320.47 samples/sec Loss 0.4140 LearningRate 0.0052 Epoch: 15 Global Step: 257680 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:24,583-Speed 3332.57 samples/sec Loss 0.4370 LearningRate 0.0052 Epoch: 15 Global Step: 257690 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:27,649-Speed 3341.51 samples/sec Loss 0.4070 LearningRate 0.0052 Epoch: 15 Global Step: 257700 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:30,771-Speed 3280.43 samples/sec Loss 0.4088 LearningRate 0.0052 Epoch: 15 Global Step: 257710 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:33,904-Speed 3269.35 samples/sec Loss 0.3966 LearningRate 0.0052 Epoch: 15 Global Step: 257720 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:36,989-Speed 3319.64 samples/sec Loss 0.4307 LearningRate 0.0052 Epoch: 15 Global Step: 257730 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:40,144-Speed 3247.07 samples/sec Loss 0.4264 LearningRate 0.0052 Epoch: 15 Global Step: 257740 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:30:43,279-Speed 3266.53 samples/sec Loss 0.4396 LearningRate 0.0052 Epoch: 15 Global Step: 257750 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:46,362-Speed 3322.32 samples/sec Loss 0.4372 LearningRate 0.0052 Epoch: 15 Global Step: 257760 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:49,442-Speed 3324.96 samples/sec Loss 0.4121 LearningRate 0.0052 Epoch: 15 Global Step: 257770 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:52,557-Speed 3288.83 samples/sec Loss 0.4544 LearningRate 0.0052 Epoch: 15 Global Step: 257780 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:55,722-Speed 3236.04 samples/sec Loss 0.4339 LearningRate 0.0052 Epoch: 15 Global Step: 257790 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:30:58,874-Speed 3249.54 samples/sec Loss 0.4084 LearningRate 0.0052 Epoch: 15 Global Step: 257800 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:01,999-Speed 3277.01 samples/sec Loss 0.4398 LearningRate 0.0052 Epoch: 15 Global Step: 257810 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:05,115-Speed 3287.46 samples/sec Loss 0.4279 LearningRate 0.0052 Epoch: 15 Global Step: 257820 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:08,181-Speed 3341.10 samples/sec Loss 0.4413 LearningRate 0.0052 Epoch: 15 Global Step: 257830 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:11,421-Speed 3160.58 samples/sec Loss 0.4073 LearningRate 0.0052 Epoch: 15 Global Step: 257840 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:14,625-Speed 3196.55 samples/sec Loss 0.4416 LearningRate 0.0052 Epoch: 15 Global Step: 257850 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:17,695-Speed 3336.56 samples/sec Loss 0.4391 LearningRate 0.0052 Epoch: 15 Global Step: 257860 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:20,772-Speed 3328.75 samples/sec Loss 0.4146 LearningRate 0.0052 Epoch: 15 Global Step: 257870 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:23,957-Speed 3215.96 samples/sec Loss 0.4241 LearningRate 0.0052 Epoch: 15 Global Step: 257880 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:27,112-Speed 3246.55 samples/sec Loss 0.4347 LearningRate 0.0052 Epoch: 15 Global Step: 257890 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:30,241-Speed 3272.69 samples/sec Loss 0.4333 LearningRate 0.0052 Epoch: 15 Global Step: 257900 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:33,445-Speed 3197.31 samples/sec Loss 0.4330 LearningRate 0.0052 Epoch: 15 Global Step: 257910 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:36,573-Speed 3274.57 samples/sec Loss 0.4325 LearningRate 0.0052 Epoch: 15 Global Step: 257920 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:31:39,692-Speed 3282.96 samples/sec Loss 0.4230 LearningRate 0.0052 Epoch: 15 Global Step: 257930 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:42,852-Speed 3241.74 samples/sec Loss 0.4010 LearningRate 0.0052 Epoch: 15 Global Step: 257940 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:45,926-Speed 3331.85 samples/sec Loss 0.4114 LearningRate 0.0052 Epoch: 15 Global Step: 257950 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:49,004-Speed 3327.29 samples/sec Loss 0.4273 LearningRate 0.0052 Epoch: 15 Global Step: 257960 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:52,070-Speed 3341.55 samples/sec Loss 0.4298 LearningRate 0.0052 Epoch: 15 Global Step: 257970 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:55,142-Speed 3333.26 samples/sec Loss 0.4482 LearningRate 0.0052 Epoch: 15 Global Step: 257980 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:31:58,278-Speed 3266.47 samples/sec Loss 0.4459 LearningRate 0.0052 Epoch: 15 Global Step: 257990 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:32:01,355-Speed 3328.21 samples/sec Loss 0.4057 LearningRate 0.0052 Epoch: 15 Global Step: 258000 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:32:45,210-[lfw][258000]XNorm: 20.825084 Training: 2022-04-12 02:32:45,210-[lfw][258000]Accuracy-Flip: 0.99750+-0.00239 Training: 2022-04-12 02:32:45,211-[lfw][258000]Accuracy-Highest: 0.99817 Training: 2022-04-12 02:33:36,195-[cfp_fp][258000]XNorm: 21.744758 Training: 2022-04-12 02:33:36,195-[cfp_fp][258000]Accuracy-Flip: 0.99171+-0.00510 Training: 2022-04-12 02:33:36,196-[cfp_fp][258000]Accuracy-Highest: 0.99186 Training: 2022-04-12 02:34:20,288-[agedb_30][258000]XNorm: 22.311938 Training: 2022-04-12 02:34:20,289-[agedb_30][258000]Accuracy-Flip: 0.98533+-0.00567 Training: 2022-04-12 02:34:20,289-[agedb_30][258000]Accuracy-Highest: 0.98650 Training: 2022-04-12 02:34:23,456-Speed 72.06 samples/sec Loss 0.3996 LearningRate 0.0052 Epoch: 15 Global Step: 258010 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:34:26,578-Speed 3281.07 samples/sec Loss 0.4306 LearningRate 0.0052 Epoch: 15 Global Step: 258020 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:34:29,637-Speed 3348.28 samples/sec Loss 0.4430 LearningRate 0.0052 Epoch: 15 Global Step: 258030 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:34:32,722-Speed 3319.84 samples/sec Loss 0.4033 LearningRate 0.0052 Epoch: 15 Global Step: 258040 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:34:35,867-Speed 3256.73 samples/sec Loss 0.4538 LearningRate 0.0052 Epoch: 15 Global Step: 258050 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:34:39,056-Speed 3211.54 samples/sec Loss 0.4561 LearningRate 0.0052 Epoch: 15 Global Step: 258060 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:34:42,155-Speed 3305.05 samples/sec Loss 0.4314 LearningRate 0.0051 Epoch: 15 Global Step: 258070 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:34:45,222-Speed 3339.80 samples/sec Loss 0.4372 LearningRate 0.0051 Epoch: 15 Global Step: 258080 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:34:48,292-Speed 3336.78 samples/sec Loss 0.4319 LearningRate 0.0051 Epoch: 15 Global Step: 258090 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:34:51,354-Speed 3345.04 samples/sec Loss 0.4005 LearningRate 0.0051 Epoch: 15 Global Step: 258100 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:34:54,423-Speed 3336.71 samples/sec Loss 0.4204 LearningRate 0.0051 Epoch: 15 Global Step: 258110 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:34:57,526-Speed 3300.97 samples/sec Loss 0.4124 LearningRate 0.0051 Epoch: 15 Global Step: 258120 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:35:00,607-Speed 3324.10 samples/sec Loss 0.3979 LearningRate 0.0051 Epoch: 15 Global Step: 258130 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:35:03,671-Speed 3342.83 samples/sec Loss 0.4162 LearningRate 0.0051 Epoch: 15 Global Step: 258140 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:35:06,757-Speed 3319.70 samples/sec Loss 0.4483 LearningRate 0.0051 Epoch: 15 Global Step: 258150 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:35:09,841-Speed 3320.27 samples/sec Loss 0.4329 LearningRate 0.0051 Epoch: 15 Global Step: 258160 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:35:12,920-Speed 3326.85 samples/sec Loss 0.4376 LearningRate 0.0051 Epoch: 15 Global Step: 258170 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:16,019-Speed 3305.96 samples/sec Loss 0.4143 LearningRate 0.0051 Epoch: 15 Global Step: 258180 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:19,098-Speed 3325.51 samples/sec Loss 0.4107 LearningRate 0.0051 Epoch: 15 Global Step: 258190 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:22,174-Speed 3329.82 samples/sec Loss 0.4135 LearningRate 0.0051 Epoch: 15 Global Step: 258200 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:25,263-Speed 3316.51 samples/sec Loss 0.4344 LearningRate 0.0051 Epoch: 15 Global Step: 258210 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:28,425-Speed 3238.61 samples/sec Loss 0.4087 LearningRate 0.0051 Epoch: 15 Global Step: 258220 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:31,500-Speed 3331.21 samples/sec Loss 0.4355 LearningRate 0.0051 Epoch: 15 Global Step: 258230 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:34,570-Speed 3335.96 samples/sec Loss 0.4299 LearningRate 0.0051 Epoch: 15 Global Step: 258240 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:37,656-Speed 3318.92 samples/sec Loss 0.4545 LearningRate 0.0051 Epoch: 15 Global Step: 258250 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:40,753-Speed 3308.15 samples/sec Loss 0.4081 LearningRate 0.0051 Epoch: 15 Global Step: 258260 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:43,969-Speed 3184.11 samples/sec Loss 0.4286 LearningRate 0.0051 Epoch: 15 Global Step: 258270 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:47,076-Speed 3297.61 samples/sec Loss 0.4246 LearningRate 0.0051 Epoch: 15 Global Step: 258280 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:50,217-Speed 3259.85 samples/sec Loss 0.4233 LearningRate 0.0051 Epoch: 15 Global Step: 258290 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:53,277-Speed 3347.24 samples/sec Loss 0.4092 LearningRate 0.0051 Epoch: 15 Global Step: 258300 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:56,351-Speed 3332.04 samples/sec Loss 0.4275 LearningRate 0.0051 Epoch: 15 Global Step: 258310 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:35:59,428-Speed 3329.39 samples/sec Loss 0.4375 LearningRate 0.0051 Epoch: 15 Global Step: 258320 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:02,525-Speed 3306.49 samples/sec Loss 0.4190 LearningRate 0.0051 Epoch: 15 Global Step: 258330 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:05,594-Speed 3337.95 samples/sec Loss 0.4337 LearningRate 0.0051 Epoch: 15 Global Step: 258340 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:08,657-Speed 3343.81 samples/sec Loss 0.4091 LearningRate 0.0051 Epoch: 15 Global Step: 258350 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:11,756-Speed 3304.88 samples/sec Loss 0.4222 LearningRate 0.0051 Epoch: 15 Global Step: 258360 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:14,832-Speed 3329.45 samples/sec Loss 0.4278 LearningRate 0.0051 Epoch: 15 Global Step: 258370 Fp16 Grad Scale: 262144 Required: 8 hours Training: 2022-04-12 02:36:17,907-Speed 3331.04 samples/sec Loss 0.4654 LearningRate 0.0051 Epoch: 15 Global Step: 258380 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:21,010-Speed 3301.57 samples/sec Loss 0.4026 LearningRate 0.0051 Epoch: 15 Global Step: 258390 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:24,078-Speed 3337.45 samples/sec Loss 0.4568 LearningRate 0.0051 Epoch: 15 Global Step: 258400 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:27,151-Speed 3334.09 samples/sec Loss 0.4240 LearningRate 0.0051 Epoch: 15 Global Step: 258410 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:30,240-Speed 3315.60 samples/sec Loss 0.4192 LearningRate 0.0051 Epoch: 15 Global Step: 258420 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:33,415-Speed 3225.58 samples/sec Loss 0.4337 LearningRate 0.0051 Epoch: 15 Global Step: 258430 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:36,503-Speed 3317.59 samples/sec Loss 0.4245 LearningRate 0.0051 Epoch: 15 Global Step: 258440 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:39,591-Speed 3316.03 samples/sec Loss 0.4073 LearningRate 0.0051 Epoch: 15 Global Step: 258450 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:36:42,709-Speed 3284.84 samples/sec Loss 0.4193 LearningRate 0.0051 Epoch: 15 Global Step: 258460 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:36:45,859-Speed 3252.39 samples/sec Loss 0.4301 LearningRate 0.0051 Epoch: 15 Global Step: 258470 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:36:48,950-Speed 3313.16 samples/sec Loss 0.4329 LearningRate 0.0051 Epoch: 15 Global Step: 258480 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:36:52,026-Speed 3329.96 samples/sec Loss 0.4274 LearningRate 0.0051 Epoch: 15 Global Step: 258490 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:36:55,094-Speed 3337.79 samples/sec Loss 0.4351 LearningRate 0.0051 Epoch: 15 Global Step: 258500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:36:58,187-Speed 3312.30 samples/sec Loss 0.4479 LearningRate 0.0051 Epoch: 15 Global Step: 258510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:01,269-Speed 3323.07 samples/sec Loss 0.4269 LearningRate 0.0051 Epoch: 15 Global Step: 258520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:04,400-Speed 3271.82 samples/sec Loss 0.4155 LearningRate 0.0051 Epoch: 15 Global Step: 258530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:07,494-Speed 3309.85 samples/sec Loss 0.4365 LearningRate 0.0051 Epoch: 15 Global Step: 258540 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:10,551-Speed 3350.04 samples/sec Loss 0.4119 LearningRate 0.0051 Epoch: 15 Global Step: 258550 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:13,613-Speed 3345.46 samples/sec Loss 0.4151 LearningRate 0.0051 Epoch: 15 Global Step: 258560 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:37:16,678-Speed 3341.00 samples/sec Loss 0.4394 LearningRate 0.0051 Epoch: 15 Global Step: 258570 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:37:19,778-Speed 3304.56 samples/sec Loss 0.4297 LearningRate 0.0051 Epoch: 15 Global Step: 258580 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:37:22,876-Speed 3306.44 samples/sec Loss 0.4421 LearningRate 0.0051 Epoch: 15 Global Step: 258590 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:37:25,975-Speed 3304.33 samples/sec Loss 0.4103 LearningRate 0.0051 Epoch: 15 Global Step: 258600 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:29,038-Speed 3343.84 samples/sec Loss 0.4114 LearningRate 0.0051 Epoch: 15 Global Step: 258610 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:32,100-Speed 3345.06 samples/sec Loss 0.4368 LearningRate 0.0051 Epoch: 15 Global Step: 258620 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:35,164-Speed 3342.70 samples/sec Loss 0.4463 LearningRate 0.0051 Epoch: 15 Global Step: 258630 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:38,223-Speed 3348.44 samples/sec Loss 0.4205 LearningRate 0.0051 Epoch: 15 Global Step: 258640 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:41,292-Speed 3337.63 samples/sec Loss 0.4454 LearningRate 0.0051 Epoch: 15 Global Step: 258650 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:44,361-Speed 3336.59 samples/sec Loss 0.4373 LearningRate 0.0051 Epoch: 15 Global Step: 258660 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:47,541-Speed 3221.67 samples/sec Loss 0.4524 LearningRate 0.0051 Epoch: 15 Global Step: 258670 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:50,616-Speed 3330.47 samples/sec Loss 0.4022 LearningRate 0.0051 Epoch: 15 Global Step: 258680 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:53,728-Speed 3291.41 samples/sec Loss 0.4453 LearningRate 0.0051 Epoch: 15 Global Step: 258690 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:37:56,789-Speed 3346.10 samples/sec Loss 0.4213 LearningRate 0.0051 Epoch: 15 Global Step: 258700 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:37:59,855-Speed 3340.67 samples/sec Loss 0.4213 LearningRate 0.0051 Epoch: 15 Global Step: 258710 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:02,973-Speed 3284.68 samples/sec Loss 0.4316 LearningRate 0.0051 Epoch: 15 Global Step: 258720 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:06,031-Speed 3349.46 samples/sec Loss 0.4045 LearningRate 0.0051 Epoch: 15 Global Step: 258730 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:09,095-Speed 3342.67 samples/sec Loss 0.4284 LearningRate 0.0051 Epoch: 15 Global Step: 258740 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:12,173-Speed 3327.13 samples/sec Loss 0.4532 LearningRate 0.0051 Epoch: 15 Global Step: 258750 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:15,305-Speed 3270.39 samples/sec Loss 0.4429 LearningRate 0.0051 Epoch: 15 Global Step: 258760 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:18,381-Speed 3330.28 samples/sec Loss 0.4206 LearningRate 0.0051 Epoch: 15 Global Step: 258770 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:21,456-Speed 3330.95 samples/sec Loss 0.4464 LearningRate 0.0051 Epoch: 15 Global Step: 258780 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:24,531-Speed 3331.27 samples/sec Loss 0.4062 LearningRate 0.0051 Epoch: 15 Global Step: 258790 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:27,585-Speed 3352.96 samples/sec Loss 0.4474 LearningRate 0.0051 Epoch: 15 Global Step: 258800 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:30,649-Speed 3342.98 samples/sec Loss 0.4305 LearningRate 0.0050 Epoch: 15 Global Step: 258810 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:33,710-Speed 3346.08 samples/sec Loss 0.4140 LearningRate 0.0050 Epoch: 15 Global Step: 258820 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:36,791-Speed 3324.85 samples/sec Loss 0.4279 LearningRate 0.0050 Epoch: 15 Global Step: 258830 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:39,851-Speed 3346.66 samples/sec Loss 0.4156 LearningRate 0.0050 Epoch: 15 Global Step: 258840 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:42,923-Speed 3334.41 samples/sec Loss 0.4219 LearningRate 0.0050 Epoch: 15 Global Step: 258850 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:38:45,993-Speed 3336.47 samples/sec Loss 0.4633 LearningRate 0.0050 Epoch: 15 Global Step: 258860 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:38:49,088-Speed 3309.55 samples/sec Loss 0.4448 LearningRate 0.0050 Epoch: 15 Global Step: 258870 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:38:52,157-Speed 3337.29 samples/sec Loss 0.4317 LearningRate 0.0050 Epoch: 15 Global Step: 258880 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:38:55,255-Speed 3305.36 samples/sec Loss 0.4299 LearningRate 0.0050 Epoch: 15 Global Step: 258890 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:38:58,398-Speed 3259.13 samples/sec Loss 0.4375 LearningRate 0.0050 Epoch: 15 Global Step: 258900 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:01,490-Speed 3312.65 samples/sec Loss 0.4167 LearningRate 0.0050 Epoch: 15 Global Step: 258910 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:04,703-Speed 3187.38 samples/sec Loss 0.4184 LearningRate 0.0050 Epoch: 15 Global Step: 258920 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:07,873-Speed 3231.72 samples/sec Loss 0.4201 LearningRate 0.0050 Epoch: 15 Global Step: 258930 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:11,002-Speed 3272.67 samples/sec Loss 0.4246 LearningRate 0.0050 Epoch: 15 Global Step: 258940 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:14,115-Speed 3290.96 samples/sec Loss 0.4388 LearningRate 0.0050 Epoch: 15 Global Step: 258950 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:17,185-Speed 3335.80 samples/sec Loss 0.4094 LearningRate 0.0050 Epoch: 15 Global Step: 258960 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:39:20,237-Speed 3356.40 samples/sec Loss 0.4470 LearningRate 0.0050 Epoch: 15 Global Step: 258970 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:23,380-Speed 3258.60 samples/sec Loss 0.4169 LearningRate 0.0050 Epoch: 15 Global Step: 258980 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:26,464-Speed 3321.29 samples/sec Loss 0.4187 LearningRate 0.0050 Epoch: 15 Global Step: 258990 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:29,655-Speed 3209.86 samples/sec Loss 0.4281 LearningRate 0.0050 Epoch: 15 Global Step: 259000 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:32,764-Speed 3294.38 samples/sec Loss 0.4368 LearningRate 0.0050 Epoch: 15 Global Step: 259010 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:35,872-Speed 3295.48 samples/sec Loss 0.4261 LearningRate 0.0050 Epoch: 15 Global Step: 259020 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:38,954-Speed 3322.79 samples/sec Loss 0.4151 LearningRate 0.0050 Epoch: 15 Global Step: 259030 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:42,020-Speed 3340.83 samples/sec Loss 0.4329 LearningRate 0.0050 Epoch: 15 Global Step: 259040 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:45,085-Speed 3342.84 samples/sec Loss 0.4118 LearningRate 0.0050 Epoch: 15 Global Step: 259050 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:48,178-Speed 3310.52 samples/sec Loss 0.4142 LearningRate 0.0050 Epoch: 15 Global Step: 259060 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:39:51,254-Speed 3329.88 samples/sec Loss 0.4440 LearningRate 0.0050 Epoch: 15 Global Step: 259070 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:39:54,323-Speed 3337.66 samples/sec Loss 0.4290 LearningRate 0.0050 Epoch: 15 Global Step: 259080 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:39:57,386-Speed 3343.36 samples/sec Loss 0.4053 LearningRate 0.0050 Epoch: 15 Global Step: 259090 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:00,448-Speed 3344.73 samples/sec Loss 0.4396 LearningRate 0.0050 Epoch: 15 Global Step: 259100 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:03,582-Speed 3269.09 samples/sec Loss 0.4456 LearningRate 0.0050 Epoch: 15 Global Step: 259110 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:06,817-Speed 3165.14 samples/sec Loss 0.4158 LearningRate 0.0050 Epoch: 15 Global Step: 259120 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:09,928-Speed 3293.27 samples/sec Loss 0.4353 LearningRate 0.0050 Epoch: 15 Global Step: 259130 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:13,045-Speed 3286.29 samples/sec Loss 0.4164 LearningRate 0.0050 Epoch: 15 Global Step: 259140 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:16,101-Speed 3351.13 samples/sec Loss 0.4465 LearningRate 0.0050 Epoch: 15 Global Step: 259150 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:19,163-Speed 3344.72 samples/sec Loss 0.4407 LearningRate 0.0050 Epoch: 15 Global Step: 259160 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:22,280-Speed 3286.66 samples/sec Loss 0.4270 LearningRate 0.0050 Epoch: 15 Global Step: 259170 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:25,452-Speed 3228.75 samples/sec Loss 0.4159 LearningRate 0.0050 Epoch: 15 Global Step: 259180 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:28,540-Speed 3316.88 samples/sec Loss 0.4521 LearningRate 0.0050 Epoch: 15 Global Step: 259190 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:31,612-Speed 3333.06 samples/sec Loss 0.4288 LearningRate 0.0050 Epoch: 15 Global Step: 259200 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:34,677-Speed 3342.89 samples/sec Loss 0.4349 LearningRate 0.0050 Epoch: 15 Global Step: 259210 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:37,739-Speed 3344.53 samples/sec Loss 0.4259 LearningRate 0.0050 Epoch: 15 Global Step: 259220 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:40,826-Speed 3318.49 samples/sec Loss 0.4092 LearningRate 0.0050 Epoch: 15 Global Step: 259230 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:43,894-Speed 3338.66 samples/sec Loss 0.4165 LearningRate 0.0050 Epoch: 15 Global Step: 259240 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:46,995-Speed 3301.90 samples/sec Loss 0.4352 LearningRate 0.0050 Epoch: 15 Global Step: 259250 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:50,138-Speed 3258.76 samples/sec Loss 0.4590 LearningRate 0.0050 Epoch: 15 Global Step: 259260 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:53,251-Speed 3290.39 samples/sec Loss 0.4357 LearningRate 0.0050 Epoch: 15 Global Step: 259270 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:40:56,338-Speed 3317.67 samples/sec Loss 0.4411 LearningRate 0.0050 Epoch: 15 Global Step: 259280 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:40:59,463-Speed 3278.03 samples/sec Loss 0.4440 LearningRate 0.0050 Epoch: 15 Global Step: 259290 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:02,550-Speed 3317.91 samples/sec Loss 0.4419 LearningRate 0.0050 Epoch: 15 Global Step: 259300 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:05,652-Speed 3301.92 samples/sec Loss 0.4232 LearningRate 0.0050 Epoch: 15 Global Step: 259310 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:08,790-Speed 3264.42 samples/sec Loss 0.4168 LearningRate 0.0050 Epoch: 15 Global Step: 259320 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:11,969-Speed 3221.85 samples/sec Loss 0.4138 LearningRate 0.0050 Epoch: 15 Global Step: 259330 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:15,175-Speed 3194.19 samples/sec Loss 0.4137 LearningRate 0.0050 Epoch: 15 Global Step: 259340 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:18,299-Speed 3278.06 samples/sec Loss 0.4372 LearningRate 0.0050 Epoch: 15 Global Step: 259350 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:21,372-Speed 3333.15 samples/sec Loss 0.4306 LearningRate 0.0050 Epoch: 15 Global Step: 259360 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:24,592-Speed 3180.78 samples/sec Loss 0.4284 LearningRate 0.0050 Epoch: 15 Global Step: 259370 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:41:27,684-Speed 3313.59 samples/sec Loss 0.4107 LearningRate 0.0050 Epoch: 15 Global Step: 259380 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:30,820-Speed 3265.84 samples/sec Loss 0.4277 LearningRate 0.0050 Epoch: 15 Global Step: 259390 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:33,908-Speed 3316.27 samples/sec Loss 0.4303 LearningRate 0.0050 Epoch: 15 Global Step: 259400 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:36,974-Speed 3340.48 samples/sec Loss 0.4402 LearningRate 0.0050 Epoch: 15 Global Step: 259410 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:40,081-Speed 3297.05 samples/sec Loss 0.4108 LearningRate 0.0050 Epoch: 15 Global Step: 259420 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:43,282-Speed 3200.14 samples/sec Loss 0.4213 LearningRate 0.0050 Epoch: 15 Global Step: 259430 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:46,425-Speed 3257.92 samples/sec Loss 0.4386 LearningRate 0.0050 Epoch: 15 Global Step: 259440 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:49,547-Speed 3280.42 samples/sec Loss 0.4255 LearningRate 0.0050 Epoch: 15 Global Step: 259450 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:52,635-Speed 3317.62 samples/sec Loss 0.4085 LearningRate 0.0050 Epoch: 15 Global Step: 259460 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:55,747-Speed 3291.65 samples/sec Loss 0.4123 LearningRate 0.0050 Epoch: 15 Global Step: 259470 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:41:58,883-Speed 3265.32 samples/sec Loss 0.4388 LearningRate 0.0050 Epoch: 15 Global Step: 259480 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:01,955-Speed 3334.37 samples/sec Loss 0.4205 LearningRate 0.0050 Epoch: 15 Global Step: 259490 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:05,034-Speed 3327.01 samples/sec Loss 0.4142 LearningRate 0.0050 Epoch: 15 Global Step: 259500 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:08,107-Speed 3332.55 samples/sec Loss 0.4315 LearningRate 0.0050 Epoch: 15 Global Step: 259510 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:11,179-Speed 3333.76 samples/sec Loss 0.4099 LearningRate 0.0050 Epoch: 15 Global Step: 259520 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:14,256-Speed 3329.33 samples/sec Loss 0.4164 LearningRate 0.0050 Epoch: 15 Global Step: 259530 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:17,321-Speed 3340.82 samples/sec Loss 0.4273 LearningRate 0.0050 Epoch: 15 Global Step: 259540 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:20,403-Speed 3323.46 samples/sec Loss 0.4292 LearningRate 0.0049 Epoch: 15 Global Step: 259550 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:23,472-Speed 3337.54 samples/sec Loss 0.4286 LearningRate 0.0049 Epoch: 15 Global Step: 259560 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:42:26,523-Speed 3357.19 samples/sec Loss 0.4389 LearningRate 0.0049 Epoch: 15 Global Step: 259570 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:29,583-Speed 3346.92 samples/sec Loss 0.4083 LearningRate 0.0049 Epoch: 15 Global Step: 259580 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:32,650-Speed 3339.73 samples/sec Loss 0.4291 LearningRate 0.0049 Epoch: 15 Global Step: 259590 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:35,740-Speed 3315.26 samples/sec Loss 0.4285 LearningRate 0.0049 Epoch: 15 Global Step: 259600 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:39,599-Speed 2653.95 samples/sec Loss 0.4244 LearningRate 0.0049 Epoch: 15 Global Step: 259610 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:42,689-Speed 3314.76 samples/sec Loss 0.4683 LearningRate 0.0049 Epoch: 15 Global Step: 259620 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:45,772-Speed 3321.86 samples/sec Loss 0.4261 LearningRate 0.0049 Epoch: 15 Global Step: 259630 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:48,911-Speed 3263.07 samples/sec Loss 0.4079 LearningRate 0.0049 Epoch: 15 Global Step: 259640 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:51,985-Speed 3331.36 samples/sec Loss 0.4381 LearningRate 0.0049 Epoch: 15 Global Step: 259650 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:55,071-Speed 3318.96 samples/sec Loss 0.4157 LearningRate 0.0049 Epoch: 15 Global Step: 259660 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:42:58,206-Speed 3267.93 samples/sec Loss 0.4107 LearningRate 0.0049 Epoch: 15 Global Step: 259670 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:01,301-Speed 3308.37 samples/sec Loss 0.4027 LearningRate 0.0049 Epoch: 15 Global Step: 259680 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:04,458-Speed 3245.25 samples/sec Loss 0.4180 LearningRate 0.0049 Epoch: 15 Global Step: 259690 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:07,590-Speed 3269.31 samples/sec Loss 0.4154 LearningRate 0.0049 Epoch: 15 Global Step: 259700 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:10,656-Speed 3341.08 samples/sec Loss 0.4335 LearningRate 0.0049 Epoch: 15 Global Step: 259710 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:13,733-Speed 3328.72 samples/sec Loss 0.4527 LearningRate 0.0049 Epoch: 15 Global Step: 259720 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:16,811-Speed 3327.78 samples/sec Loss 0.4370 LearningRate 0.0049 Epoch: 15 Global Step: 259730 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:19,878-Speed 3339.48 samples/sec Loss 0.4407 LearningRate 0.0049 Epoch: 15 Global Step: 259740 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:22,960-Speed 3323.28 samples/sec Loss 0.4143 LearningRate 0.0049 Epoch: 15 Global Step: 259750 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:26,041-Speed 3324.82 samples/sec Loss 0.4362 LearningRate 0.0049 Epoch: 15 Global Step: 259760 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:29,138-Speed 3306.53 samples/sec Loss 0.4364 LearningRate 0.0049 Epoch: 15 Global Step: 259770 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:32,219-Speed 3324.85 samples/sec Loss 0.4003 LearningRate 0.0049 Epoch: 15 Global Step: 259780 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:35,408-Speed 3211.70 samples/sec Loss 0.4051 LearningRate 0.0049 Epoch: 15 Global Step: 259790 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:38,609-Speed 3199.82 samples/sec Loss 0.4311 LearningRate 0.0049 Epoch: 15 Global Step: 259800 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:41,798-Speed 3211.43 samples/sec Loss 0.4206 LearningRate 0.0049 Epoch: 15 Global Step: 259810 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:44,865-Speed 3339.95 samples/sec Loss 0.4497 LearningRate 0.0049 Epoch: 15 Global Step: 259820 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:43:47,935-Speed 3336.27 samples/sec Loss 0.4513 LearningRate 0.0049 Epoch: 15 Global Step: 259830 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:51,002-Speed 3338.88 samples/sec Loss 0.4450 LearningRate 0.0049 Epoch: 15 Global Step: 259840 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:54,085-Speed 3322.67 samples/sec Loss 0.4233 LearningRate 0.0049 Epoch: 15 Global Step: 259850 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:43:57,155-Speed 3335.89 samples/sec Loss 0.4253 LearningRate 0.0049 Epoch: 15 Global Step: 259860 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:00,223-Speed 3338.35 samples/sec Loss 0.4133 LearningRate 0.0049 Epoch: 15 Global Step: 259870 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:03,295-Speed 3334.06 samples/sec Loss 0.4261 LearningRate 0.0049 Epoch: 15 Global Step: 259880 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:06,372-Speed 3329.51 samples/sec Loss 0.4544 LearningRate 0.0049 Epoch: 15 Global Step: 259890 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:09,454-Speed 3322.82 samples/sec Loss 0.4184 LearningRate 0.0049 Epoch: 15 Global Step: 259900 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:12,520-Speed 3340.59 samples/sec Loss 0.4473 LearningRate 0.0049 Epoch: 15 Global Step: 259910 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:15,601-Speed 3323.82 samples/sec Loss 0.4498 LearningRate 0.0049 Epoch: 15 Global Step: 259920 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:18,666-Speed 3341.95 samples/sec Loss 0.4230 LearningRate 0.0049 Epoch: 15 Global Step: 259930 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:21,769-Speed 3301.21 samples/sec Loss 0.4246 LearningRate 0.0049 Epoch: 15 Global Step: 259940 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:24,947-Speed 3223.36 samples/sec Loss 0.4322 LearningRate 0.0049 Epoch: 15 Global Step: 259950 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:28,076-Speed 3273.30 samples/sec Loss 0.4268 LearningRate 0.0049 Epoch: 15 Global Step: 259960 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:44:31,299-Speed 3177.68 samples/sec Loss 0.4096 LearningRate 0.0049 Epoch: 15 Global Step: 259970 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:44:34,368-Speed 3336.84 samples/sec Loss 0.4577 LearningRate 0.0049 Epoch: 15 Global Step: 259980 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:44:37,456-Speed 3317.51 samples/sec Loss 0.4259 LearningRate 0.0049 Epoch: 15 Global Step: 259990 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:44:40,514-Speed 3349.31 samples/sec Loss 0.4334 LearningRate 0.0049 Epoch: 15 Global Step: 260000 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:45:24,496-[lfw][260000]XNorm: 22.488010 Training: 2022-04-12 02:45:24,497-[lfw][260000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 02:45:24,498-[lfw][260000]Accuracy-Highest: 0.99817 Training: 2022-04-12 02:46:15,545-[cfp_fp][260000]XNorm: 23.407848 Training: 2022-04-12 02:46:15,546-[cfp_fp][260000]Accuracy-Flip: 0.99114+-0.00464 Training: 2022-04-12 02:46:15,546-[cfp_fp][260000]Accuracy-Highest: 0.99186 Training: 2022-04-12 02:46:59,411-[agedb_30][260000]XNorm: 23.868578 Training: 2022-04-12 02:46:59,412-[agedb_30][260000]Accuracy-Flip: 0.98533+-0.00515 Training: 2022-04-12 02:46:59,412-[agedb_30][260000]Accuracy-Highest: 0.98650 Training: 2022-04-12 02:47:02,534-Speed 72.10 samples/sec Loss 0.4264 LearningRate 0.0049 Epoch: 15 Global Step: 260010 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:05,698-Speed 3237.63 samples/sec Loss 0.4168 LearningRate 0.0049 Epoch: 15 Global Step: 260020 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:08,833-Speed 3266.57 samples/sec Loss 0.4497 LearningRate 0.0049 Epoch: 15 Global Step: 260030 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:11,909-Speed 3330.26 samples/sec Loss 0.4610 LearningRate 0.0049 Epoch: 15 Global Step: 260040 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:14,993-Speed 3320.14 samples/sec Loss 0.4420 LearningRate 0.0049 Epoch: 15 Global Step: 260050 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:18,079-Speed 3319.67 samples/sec Loss 0.4287 LearningRate 0.0049 Epoch: 15 Global Step: 260060 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:21,155-Speed 3329.53 samples/sec Loss 0.4701 LearningRate 0.0049 Epoch: 15 Global Step: 260070 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:24,247-Speed 3313.25 samples/sec Loss 0.4474 LearningRate 0.0049 Epoch: 15 Global Step: 260080 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:27,328-Speed 3324.13 samples/sec Loss 0.4353 LearningRate 0.0049 Epoch: 15 Global Step: 260090 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:30,392-Speed 3342.57 samples/sec Loss 0.4320 LearningRate 0.0049 Epoch: 15 Global Step: 260100 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:47:33,467-Speed 3331.12 samples/sec Loss 0.4093 LearningRate 0.0049 Epoch: 15 Global Step: 260110 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:36,559-Speed 3311.99 samples/sec Loss 0.4472 LearningRate 0.0049 Epoch: 15 Global Step: 260120 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:39,705-Speed 3256.03 samples/sec Loss 0.4237 LearningRate 0.0049 Epoch: 15 Global Step: 260130 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:42,770-Speed 3341.76 samples/sec Loss 0.4195 LearningRate 0.0049 Epoch: 15 Global Step: 260140 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:45,862-Speed 3312.67 samples/sec Loss 0.4358 LearningRate 0.0049 Epoch: 15 Global Step: 260150 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:48,920-Speed 3349.40 samples/sec Loss 0.4361 LearningRate 0.0049 Epoch: 15 Global Step: 260160 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:52,044-Speed 3278.93 samples/sec Loss 0.4383 LearningRate 0.0049 Epoch: 15 Global Step: 260170 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:55,121-Speed 3328.16 samples/sec Loss 0.4244 LearningRate 0.0049 Epoch: 15 Global Step: 260180 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:47:58,179-Speed 3349.40 samples/sec Loss 0.4586 LearningRate 0.0049 Epoch: 15 Global Step: 260190 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:48:01,240-Speed 3345.98 samples/sec Loss 0.4287 LearningRate 0.0049 Epoch: 15 Global Step: 260200 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 02:48:04,317-Speed 3329.17 samples/sec Loss 0.4203 LearningRate 0.0049 Epoch: 15 Global Step: 260210 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:07,418-Speed 3302.73 samples/sec Loss 0.4227 LearningRate 0.0049 Epoch: 15 Global Step: 260220 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:10,500-Speed 3323.31 samples/sec Loss 0.4197 LearningRate 0.0049 Epoch: 15 Global Step: 260230 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:13,575-Speed 3331.33 samples/sec Loss 0.4287 LearningRate 0.0049 Epoch: 15 Global Step: 260240 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:16,675-Speed 3303.30 samples/sec Loss 0.4189 LearningRate 0.0049 Epoch: 15 Global Step: 260250 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:19,753-Speed 3327.79 samples/sec Loss 0.4499 LearningRate 0.0049 Epoch: 15 Global Step: 260260 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:22,877-Speed 3278.87 samples/sec Loss 0.4321 LearningRate 0.0049 Epoch: 15 Global Step: 260270 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:26,044-Speed 3233.77 samples/sec Loss 0.4479 LearningRate 0.0049 Epoch: 15 Global Step: 260280 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:29,121-Speed 3329.52 samples/sec Loss 0.4425 LearningRate 0.0049 Epoch: 15 Global Step: 260290 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:32,191-Speed 3335.46 samples/sec Loss 0.4454 LearningRate 0.0049 Epoch: 15 Global Step: 260300 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:48:35,254-Speed 3344.08 samples/sec Loss 0.4412 LearningRate 0.0048 Epoch: 15 Global Step: 260310 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:48:38,319-Speed 3341.99 samples/sec Loss 0.4366 LearningRate 0.0048 Epoch: 15 Global Step: 260320 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:48:41,393-Speed 3331.68 samples/sec Loss 0.4127 LearningRate 0.0048 Epoch: 15 Global Step: 260330 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:48:44,507-Speed 3289.04 samples/sec Loss 0.4661 LearningRate 0.0048 Epoch: 15 Global Step: 260340 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:48:47,617-Speed 3294.14 samples/sec Loss 0.4405 LearningRate 0.0048 Epoch: 15 Global Step: 260350 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:48:50,677-Speed 3346.78 samples/sec Loss 0.4361 LearningRate 0.0048 Epoch: 15 Global Step: 260360 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:48:53,791-Speed 3288.82 samples/sec Loss 0.4291 LearningRate 0.0048 Epoch: 15 Global Step: 260370 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:48:56,864-Speed 3333.57 samples/sec Loss 0.4289 LearningRate 0.0048 Epoch: 15 Global Step: 260380 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:00,057-Speed 3207.12 samples/sec Loss 0.4482 LearningRate 0.0048 Epoch: 15 Global Step: 260390 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:03,141-Speed 3321.41 samples/sec Loss 0.4349 LearningRate 0.0048 Epoch: 15 Global Step: 260400 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:06,192-Speed 3356.73 samples/sec Loss 0.4320 LearningRate 0.0048 Epoch: 15 Global Step: 260410 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:09,339-Speed 3254.67 samples/sec Loss 0.4388 LearningRate 0.0048 Epoch: 15 Global Step: 260420 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:12,400-Speed 3346.66 samples/sec Loss 0.4281 LearningRate 0.0048 Epoch: 15 Global Step: 260430 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:15,469-Speed 3337.40 samples/sec Loss 0.4173 LearningRate 0.0048 Epoch: 15 Global Step: 260440 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:18,525-Speed 3351.28 samples/sec Loss 0.4188 LearningRate 0.0048 Epoch: 15 Global Step: 260450 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:21,606-Speed 3324.03 samples/sec Loss 0.4633 LearningRate 0.0048 Epoch: 15 Global Step: 260460 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:24,689-Speed 3322.51 samples/sec Loss 0.4447 LearningRate 0.0048 Epoch: 15 Global Step: 260470 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:27,801-Speed 3291.15 samples/sec Loss 0.4311 LearningRate 0.0048 Epoch: 15 Global Step: 260480 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:30,881-Speed 3325.53 samples/sec Loss 0.3995 LearningRate 0.0048 Epoch: 15 Global Step: 260490 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:34,003-Speed 3280.52 samples/sec Loss 0.4458 LearningRate 0.0048 Epoch: 15 Global Step: 260500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:37,083-Speed 3325.69 samples/sec Loss 0.4022 LearningRate 0.0048 Epoch: 15 Global Step: 260510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:40,157-Speed 3331.92 samples/sec Loss 0.4255 LearningRate 0.0048 Epoch: 15 Global Step: 260520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:43,240-Speed 3323.01 samples/sec Loss 0.4345 LearningRate 0.0048 Epoch: 15 Global Step: 260530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:46,415-Speed 3225.45 samples/sec Loss 0.4382 LearningRate 0.0048 Epoch: 15 Global Step: 260540 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:49,515-Speed 3304.24 samples/sec Loss 0.4098 LearningRate 0.0048 Epoch: 15 Global Step: 260550 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:52,608-Speed 3310.84 samples/sec Loss 0.4305 LearningRate 0.0048 Epoch: 15 Global Step: 260560 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:49:55,661-Speed 3354.69 samples/sec Loss 0.4413 LearningRate 0.0048 Epoch: 15 Global Step: 260570 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:49:58,723-Speed 3345.22 samples/sec Loss 0.4224 LearningRate 0.0048 Epoch: 15 Global Step: 260580 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:01,842-Speed 3284.20 samples/sec Loss 0.4576 LearningRate 0.0048 Epoch: 15 Global Step: 260590 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:04,902-Speed 3346.98 samples/sec Loss 0.4380 LearningRate 0.0048 Epoch: 15 Global Step: 260600 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:07,961-Speed 3348.87 samples/sec Loss 0.4379 LearningRate 0.0048 Epoch: 15 Global Step: 260610 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:11,021-Speed 3347.18 samples/sec Loss 0.4355 LearningRate 0.0048 Epoch: 15 Global Step: 260620 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:14,084-Speed 3343.75 samples/sec Loss 0.4360 LearningRate 0.0048 Epoch: 15 Global Step: 260630 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:17,177-Speed 3310.78 samples/sec Loss 0.4344 LearningRate 0.0048 Epoch: 15 Global Step: 260640 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:20,257-Speed 3325.43 samples/sec Loss 0.4425 LearningRate 0.0048 Epoch: 15 Global Step: 260650 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:23,330-Speed 3333.52 samples/sec Loss 0.4469 LearningRate 0.0048 Epoch: 15 Global Step: 260660 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:50:26,389-Speed 3348.06 samples/sec Loss 0.4226 LearningRate 0.0048 Epoch: 15 Global Step: 260670 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:29,458-Speed 3337.42 samples/sec Loss 0.4381 LearningRate 0.0048 Epoch: 15 Global Step: 260680 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:32,539-Speed 3324.51 samples/sec Loss 0.4141 LearningRate 0.0048 Epoch: 15 Global Step: 260690 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:35,669-Speed 3272.69 samples/sec Loss 0.4314 LearningRate 0.0048 Epoch: 15 Global Step: 260700 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:38,806-Speed 3264.23 samples/sec Loss 0.4068 LearningRate 0.0048 Epoch: 15 Global Step: 260710 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:41,888-Speed 3324.01 samples/sec Loss 0.4391 LearningRate 0.0048 Epoch: 15 Global Step: 260720 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:44,947-Speed 3347.84 samples/sec Loss 0.4216 LearningRate 0.0048 Epoch: 15 Global Step: 260730 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:48,041-Speed 3310.50 samples/sec Loss 0.4665 LearningRate 0.0048 Epoch: 15 Global Step: 260740 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:51,144-Speed 3300.20 samples/sec Loss 0.4551 LearningRate 0.0048 Epoch: 15 Global Step: 260750 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:54,304-Speed 3241.91 samples/sec Loss 0.4245 LearningRate 0.0048 Epoch: 15 Global Step: 260760 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:50:57,368-Speed 3343.02 samples/sec Loss 0.4325 LearningRate 0.0048 Epoch: 15 Global Step: 260770 Fp16 Grad Scale: 262144 Required: 8 hours Training: 2022-04-12 02:51:00,470-Speed 3302.16 samples/sec Loss 0.4264 LearningRate 0.0048 Epoch: 15 Global Step: 260780 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:51:03,597-Speed 3274.65 samples/sec Loss 0.4152 LearningRate 0.0048 Epoch: 15 Global Step: 260790 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:51:06,752-Speed 3246.84 samples/sec Loss 0.4470 LearningRate 0.0048 Epoch: 15 Global Step: 260800 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:09,933-Speed 3220.08 samples/sec Loss 0.4352 LearningRate 0.0048 Epoch: 15 Global Step: 260810 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:12,997-Speed 3343.10 samples/sec Loss 0.4580 LearningRate 0.0048 Epoch: 15 Global Step: 260820 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:16,055-Speed 3349.94 samples/sec Loss 0.4301 LearningRate 0.0048 Epoch: 15 Global Step: 260830 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:19,122-Speed 3338.62 samples/sec Loss 0.4205 LearningRate 0.0048 Epoch: 15 Global Step: 260840 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:22,180-Speed 3349.96 samples/sec Loss 0.4577 LearningRate 0.0048 Epoch: 15 Global Step: 260850 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:25,301-Speed 3282.06 samples/sec Loss 0.4532 LearningRate 0.0048 Epoch: 15 Global Step: 260860 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:28,416-Speed 3288.27 samples/sec Loss 0.4654 LearningRate 0.0048 Epoch: 15 Global Step: 260870 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:31,536-Speed 3282.84 samples/sec Loss 0.4628 LearningRate 0.0048 Epoch: 15 Global Step: 260880 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:34,613-Speed 3328.44 samples/sec Loss 0.4453 LearningRate 0.0048 Epoch: 15 Global Step: 260890 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:37,707-Speed 3310.26 samples/sec Loss 0.4473 LearningRate 0.0048 Epoch: 15 Global Step: 260900 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:51:40,759-Speed 3356.15 samples/sec Loss 0.4646 LearningRate 0.0048 Epoch: 15 Global Step: 260910 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:43,853-Speed 3310.52 samples/sec Loss 0.4220 LearningRate 0.0048 Epoch: 15 Global Step: 260920 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:46,931-Speed 3326.74 samples/sec Loss 0.4208 LearningRate 0.0048 Epoch: 15 Global Step: 260930 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:50,125-Speed 3207.58 samples/sec Loss 0.4306 LearningRate 0.0048 Epoch: 15 Global Step: 260940 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:53,204-Speed 3327.06 samples/sec Loss 0.4420 LearningRate 0.0048 Epoch: 15 Global Step: 260950 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:56,266-Speed 3344.78 samples/sec Loss 0.4279 LearningRate 0.0048 Epoch: 15 Global Step: 260960 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:51:59,330-Speed 3342.58 samples/sec Loss 0.4247 LearningRate 0.0048 Epoch: 15 Global Step: 260970 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:02,398-Speed 3338.55 samples/sec Loss 0.4112 LearningRate 0.0048 Epoch: 15 Global Step: 260980 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:05,465-Speed 3338.68 samples/sec Loss 0.4393 LearningRate 0.0048 Epoch: 15 Global Step: 260990 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:08,542-Speed 3328.55 samples/sec Loss 0.4203 LearningRate 0.0048 Epoch: 15 Global Step: 261000 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:11,631-Speed 3316.59 samples/sec Loss 0.4415 LearningRate 0.0048 Epoch: 15 Global Step: 261010 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:52:14,693-Speed 3344.04 samples/sec Loss 0.4434 LearningRate 0.0048 Epoch: 15 Global Step: 261020 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:52:17,756-Speed 3344.67 samples/sec Loss 0.4612 LearningRate 0.0048 Epoch: 15 Global Step: 261030 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:20,823-Speed 3339.89 samples/sec Loss 0.4491 LearningRate 0.0048 Epoch: 15 Global Step: 261040 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:23,911-Speed 3316.38 samples/sec Loss 0.4125 LearningRate 0.0048 Epoch: 15 Global Step: 261050 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:26,974-Speed 3343.56 samples/sec Loss 0.4344 LearningRate 0.0048 Epoch: 15 Global Step: 261060 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:30,060-Speed 3319.67 samples/sec Loss 0.4492 LearningRate 0.0047 Epoch: 15 Global Step: 261070 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:33,151-Speed 3313.37 samples/sec Loss 0.4383 LearningRate 0.0047 Epoch: 15 Global Step: 261080 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:36,213-Speed 3344.47 samples/sec Loss 0.4447 LearningRate 0.0047 Epoch: 15 Global Step: 261090 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:39,296-Speed 3322.88 samples/sec Loss 0.4235 LearningRate 0.0047 Epoch: 15 Global Step: 261100 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:42,376-Speed 3325.02 samples/sec Loss 0.4398 LearningRate 0.0047 Epoch: 15 Global Step: 261110 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:45,444-Speed 3338.82 samples/sec Loss 0.4157 LearningRate 0.0047 Epoch: 15 Global Step: 261120 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:48,523-Speed 3326.37 samples/sec Loss 0.4197 LearningRate 0.0047 Epoch: 15 Global Step: 261130 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:52:51,582-Speed 3348.35 samples/sec Loss 0.4302 LearningRate 0.0047 Epoch: 15 Global Step: 261140 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:54,689-Speed 3296.25 samples/sec Loss 0.4267 LearningRate 0.0047 Epoch: 15 Global Step: 261150 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:52:57,757-Speed 3338.60 samples/sec Loss 0.4245 LearningRate 0.0047 Epoch: 15 Global Step: 261160 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:00,843-Speed 3318.25 samples/sec Loss 0.4395 LearningRate 0.0047 Epoch: 15 Global Step: 261170 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:03,930-Speed 3318.69 samples/sec Loss 0.4441 LearningRate 0.0047 Epoch: 15 Global Step: 261180 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:06,986-Speed 3350.65 samples/sec Loss 0.4375 LearningRate 0.0047 Epoch: 15 Global Step: 261190 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:10,064-Speed 3327.55 samples/sec Loss 0.4308 LearningRate 0.0047 Epoch: 15 Global Step: 261200 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:13,136-Speed 3334.67 samples/sec Loss 0.4453 LearningRate 0.0047 Epoch: 15 Global Step: 261210 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:16,204-Speed 3338.11 samples/sec Loss 0.4362 LearningRate 0.0047 Epoch: 15 Global Step: 261220 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:19,276-Speed 3334.89 samples/sec Loss 0.4417 LearningRate 0.0047 Epoch: 15 Global Step: 261230 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:22,374-Speed 3306.22 samples/sec Loss 0.4276 LearningRate 0.0047 Epoch: 15 Global Step: 261240 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:53:25,443-Speed 3337.09 samples/sec Loss 0.4259 LearningRate 0.0047 Epoch: 15 Global Step: 261250 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:53:28,535-Speed 3312.79 samples/sec Loss 0.4331 LearningRate 0.0047 Epoch: 15 Global Step: 261260 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:53:31,703-Speed 3232.16 samples/sec Loss 0.4344 LearningRate 0.0047 Epoch: 15 Global Step: 261270 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:53:34,805-Speed 3303.37 samples/sec Loss 0.4534 LearningRate 0.0047 Epoch: 15 Global Step: 261280 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:37,868-Speed 3343.24 samples/sec Loss 0.4321 LearningRate 0.0047 Epoch: 15 Global Step: 261290 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:40,949-Speed 3324.90 samples/sec Loss 0.4548 LearningRate 0.0047 Epoch: 15 Global Step: 261300 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:44,097-Speed 3253.01 samples/sec Loss 0.4512 LearningRate 0.0047 Epoch: 15 Global Step: 261310 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:47,179-Speed 3323.73 samples/sec Loss 0.4158 LearningRate 0.0047 Epoch: 15 Global Step: 261320 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:50,256-Speed 3327.79 samples/sec Loss 0.4249 LearningRate 0.0047 Epoch: 15 Global Step: 261330 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:53,340-Speed 3321.92 samples/sec Loss 0.4238 LearningRate 0.0047 Epoch: 15 Global Step: 261340 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:56,402-Speed 3344.55 samples/sec Loss 0.4161 LearningRate 0.0047 Epoch: 15 Global Step: 261350 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:53:59,474-Speed 3334.14 samples/sec Loss 0.4407 LearningRate 0.0047 Epoch: 15 Global Step: 261360 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:02,548-Speed 3332.18 samples/sec Loss 0.4240 LearningRate 0.0047 Epoch: 15 Global Step: 261370 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:05,615-Speed 3340.27 samples/sec Loss 0.4445 LearningRate 0.0047 Epoch: 15 Global Step: 261380 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:08,676-Speed 3345.36 samples/sec Loss 0.4563 LearningRate 0.0047 Epoch: 15 Global Step: 261390 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:11,789-Speed 3290.06 samples/sec Loss 0.4541 LearningRate 0.0047 Epoch: 15 Global Step: 261400 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:14,852-Speed 3344.45 samples/sec Loss 0.4416 LearningRate 0.0047 Epoch: 15 Global Step: 261410 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:17,959-Speed 3296.18 samples/sec Loss 0.4466 LearningRate 0.0047 Epoch: 15 Global Step: 261420 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:21,020-Speed 3346.38 samples/sec Loss 0.4567 LearningRate 0.0047 Epoch: 15 Global Step: 261430 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:24,135-Speed 3287.69 samples/sec Loss 0.4416 LearningRate 0.0047 Epoch: 15 Global Step: 261440 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:27,198-Speed 3343.74 samples/sec Loss 0.4293 LearningRate 0.0047 Epoch: 15 Global Step: 261450 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:30,283-Speed 3319.85 samples/sec Loss 0.4305 LearningRate 0.0047 Epoch: 15 Global Step: 261460 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:54:33,343-Speed 3347.82 samples/sec Loss 0.4407 LearningRate 0.0047 Epoch: 15 Global Step: 261470 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:36,441-Speed 3305.24 samples/sec Loss 0.4318 LearningRate 0.0047 Epoch: 15 Global Step: 261480 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:39,506-Speed 3341.94 samples/sec Loss 0.4295 LearningRate 0.0047 Epoch: 15 Global Step: 261490 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:42,588-Speed 3323.35 samples/sec Loss 0.4295 LearningRate 0.0047 Epoch: 15 Global Step: 261500 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:45,662-Speed 3331.49 samples/sec Loss 0.4384 LearningRate 0.0047 Epoch: 15 Global Step: 261510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:48,739-Speed 3328.52 samples/sec Loss 0.4358 LearningRate 0.0047 Epoch: 15 Global Step: 261520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:51,819-Speed 3326.08 samples/sec Loss 0.4274 LearningRate 0.0047 Epoch: 15 Global Step: 261530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:54,890-Speed 3335.38 samples/sec Loss 0.4367 LearningRate 0.0047 Epoch: 15 Global Step: 261540 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:54:57,958-Speed 3337.96 samples/sec Loss 0.4320 LearningRate 0.0047 Epoch: 15 Global Step: 261550 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:55:01,022-Speed 3342.76 samples/sec Loss 0.4677 LearningRate 0.0047 Epoch: 15 Global Step: 261560 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:55:04,206-Speed 3216.97 samples/sec Loss 0.4552 LearningRate 0.0047 Epoch: 15 Global Step: 261570 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:07,311-Speed 3298.43 samples/sec Loss 0.4255 LearningRate 0.0047 Epoch: 15 Global Step: 261580 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:10,424-Speed 3290.98 samples/sec Loss 0.4311 LearningRate 0.0047 Epoch: 15 Global Step: 261590 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:13,575-Speed 3250.36 samples/sec Loss 0.4406 LearningRate 0.0047 Epoch: 15 Global Step: 261600 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:16,759-Speed 3216.94 samples/sec Loss 0.4322 LearningRate 0.0047 Epoch: 15 Global Step: 261610 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:19,911-Speed 3249.32 samples/sec Loss 0.4402 LearningRate 0.0047 Epoch: 15 Global Step: 261620 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:22,984-Speed 3333.07 samples/sec Loss 0.4263 LearningRate 0.0047 Epoch: 15 Global Step: 261630 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:26,109-Speed 3277.20 samples/sec Loss 0.4477 LearningRate 0.0047 Epoch: 15 Global Step: 261640 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:29,175-Speed 3340.42 samples/sec Loss 0.4314 LearningRate 0.0047 Epoch: 15 Global Step: 261650 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:32,254-Speed 3326.77 samples/sec Loss 0.4861 LearningRate 0.0047 Epoch: 15 Global Step: 261660 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:35,314-Speed 3347.61 samples/sec Loss 0.4111 LearningRate 0.0047 Epoch: 15 Global Step: 261670 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:38,407-Speed 3310.65 samples/sec Loss 0.4573 LearningRate 0.0047 Epoch: 15 Global Step: 261680 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:41,475-Speed 3339.27 samples/sec Loss 0.4475 LearningRate 0.0047 Epoch: 15 Global Step: 261690 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:44,569-Speed 3309.86 samples/sec Loss 0.4268 LearningRate 0.0047 Epoch: 15 Global Step: 261700 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:47,645-Speed 3330.15 samples/sec Loss 0.4480 LearningRate 0.0047 Epoch: 15 Global Step: 261710 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:50,747-Speed 3301.63 samples/sec Loss 0.4524 LearningRate 0.0047 Epoch: 15 Global Step: 261720 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:53,949-Speed 3198.38 samples/sec Loss 0.4324 LearningRate 0.0047 Epoch: 15 Global Step: 261730 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:55:57,144-Speed 3205.79 samples/sec Loss 0.4462 LearningRate 0.0047 Epoch: 15 Global Step: 261740 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:00,210-Speed 3340.73 samples/sec Loss 0.4547 LearningRate 0.0047 Epoch: 15 Global Step: 261750 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:03,286-Speed 3329.46 samples/sec Loss 0.4566 LearningRate 0.0047 Epoch: 15 Global Step: 261760 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:06,362-Speed 3330.42 samples/sec Loss 0.3803 LearningRate 0.0047 Epoch: 15 Global Step: 261770 Fp16 Grad Scale: 262144 Required: 8 hours Training: 2022-04-12 02:56:09,414-Speed 3355.41 samples/sec Loss 0.4462 LearningRate 0.0047 Epoch: 15 Global Step: 261780 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:12,507-Speed 3312.27 samples/sec Loss 0.4314 LearningRate 0.0047 Epoch: 15 Global Step: 261790 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:15,573-Speed 3341.04 samples/sec Loss 0.4301 LearningRate 0.0047 Epoch: 15 Global Step: 261800 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:18,657-Speed 3320.79 samples/sec Loss 0.4116 LearningRate 0.0047 Epoch: 15 Global Step: 261810 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:21,732-Speed 3330.24 samples/sec Loss 0.4470 LearningRate 0.0047 Epoch: 15 Global Step: 261820 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:24,796-Speed 3343.37 samples/sec Loss 0.4270 LearningRate 0.0047 Epoch: 15 Global Step: 261830 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:27,880-Speed 3320.64 samples/sec Loss 0.4451 LearningRate 0.0046 Epoch: 15 Global Step: 261840 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:30,951-Speed 3335.37 samples/sec Loss 0.4286 LearningRate 0.0046 Epoch: 15 Global Step: 261850 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:34,021-Speed 3336.77 samples/sec Loss 0.4427 LearningRate 0.0046 Epoch: 15 Global Step: 261860 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:37,089-Speed 3337.84 samples/sec Loss 0.4234 LearningRate 0.0046 Epoch: 15 Global Step: 261870 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:56:40,161-Speed 3334.54 samples/sec Loss 0.4340 LearningRate 0.0046 Epoch: 15 Global Step: 261880 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:56:43,304-Speed 3258.30 samples/sec Loss 0.4352 LearningRate 0.0046 Epoch: 15 Global Step: 261890 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:56:46,403-Speed 3305.78 samples/sec Loss 0.4239 LearningRate 0.0046 Epoch: 15 Global Step: 261900 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:56:49,552-Speed 3251.64 samples/sec Loss 0.4184 LearningRate 0.0046 Epoch: 15 Global Step: 261910 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:56:52,620-Speed 3339.22 samples/sec Loss 0.4210 LearningRate 0.0046 Epoch: 15 Global Step: 261920 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:56:55,718-Speed 3306.19 samples/sec Loss 0.4551 LearningRate 0.0046 Epoch: 15 Global Step: 261930 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:56:58,803-Speed 3319.15 samples/sec Loss 0.4363 LearningRate 0.0046 Epoch: 15 Global Step: 261940 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:57:01,929-Speed 3276.16 samples/sec Loss 0.4197 LearningRate 0.0046 Epoch: 15 Global Step: 261950 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:57:05,057-Speed 3275.43 samples/sec Loss 0.4640 LearningRate 0.0046 Epoch: 15 Global Step: 261960 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:57:08,121-Speed 3342.23 samples/sec Loss 0.4409 LearningRate 0.0046 Epoch: 15 Global Step: 261970 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 02:57:11,219-Speed 3307.11 samples/sec Loss 0.4356 LearningRate 0.0046 Epoch: 15 Global Step: 261980 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:57:14,279-Speed 3346.59 samples/sec Loss 0.4451 LearningRate 0.0046 Epoch: 15 Global Step: 261990 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:57:17,340-Speed 3346.09 samples/sec Loss 0.4255 LearningRate 0.0046 Epoch: 15 Global Step: 262000 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:58:01,486-[lfw][262000]XNorm: 19.966944 Training: 2022-04-12 02:58:01,487-[lfw][262000]Accuracy-Flip: 0.99767+-0.00260 Training: 2022-04-12 02:58:01,487-[lfw][262000]Accuracy-Highest: 0.99817 Training: 2022-04-12 02:58:52,600-[cfp_fp][262000]XNorm: 21.088606 Training: 2022-04-12 02:58:52,600-[cfp_fp][262000]Accuracy-Flip: 0.99100+-0.00535 Training: 2022-04-12 02:58:52,601-[cfp_fp][262000]Accuracy-Highest: 0.99186 Training: 2022-04-12 02:59:36,363-[agedb_30][262000]XNorm: 21.548215 Training: 2022-04-12 02:59:36,364-[agedb_30][262000]Accuracy-Flip: 0.98450+-0.00637 Training: 2022-04-12 02:59:36,364-[agedb_30][262000]Accuracy-Highest: 0.98650 Training: 2022-04-12 02:59:39,523-Speed 72.02 samples/sec Loss 0.4420 LearningRate 0.0046 Epoch: 15 Global Step: 262010 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:59:42,623-Speed 3303.41 samples/sec Loss 0.4648 LearningRate 0.0046 Epoch: 15 Global Step: 262020 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:59:45,673-Speed 3358.48 samples/sec Loss 0.4740 LearningRate 0.0046 Epoch: 15 Global Step: 262030 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:59:48,748-Speed 3330.53 samples/sec Loss 0.4449 LearningRate 0.0046 Epoch: 15 Global Step: 262040 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:59:51,798-Speed 3358.00 samples/sec Loss 0.4437 LearningRate 0.0046 Epoch: 15 Global Step: 262050 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:59:54,862-Speed 3343.48 samples/sec Loss 0.4198 LearningRate 0.0046 Epoch: 15 Global Step: 262060 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 02:59:57,914-Speed 3356.10 samples/sec Loss 0.4265 LearningRate 0.0046 Epoch: 15 Global Step: 262070 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:00:00,987-Speed 3332.61 samples/sec Loss 0.4510 LearningRate 0.0046 Epoch: 15 Global Step: 262080 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:04,095-Speed 3295.05 samples/sec Loss 0.4600 LearningRate 0.0046 Epoch: 15 Global Step: 262090 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:07,248-Speed 3248.86 samples/sec Loss 0.4285 LearningRate 0.0046 Epoch: 15 Global Step: 262100 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:10,404-Speed 3245.08 samples/sec Loss 0.4319 LearningRate 0.0046 Epoch: 15 Global Step: 262110 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:13,568-Speed 3237.84 samples/sec Loss 0.4221 LearningRate 0.0046 Epoch: 15 Global Step: 262120 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:16,632-Speed 3342.52 samples/sec Loss 0.4532 LearningRate 0.0046 Epoch: 15 Global Step: 262130 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:19,808-Speed 3224.79 samples/sec Loss 0.4482 LearningRate 0.0046 Epoch: 15 Global Step: 262140 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:23,055-Speed 3153.93 samples/sec Loss 0.4303 LearningRate 0.0046 Epoch: 15 Global Step: 262150 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:26,192-Speed 3264.68 samples/sec Loss 0.4499 LearningRate 0.0046 Epoch: 15 Global Step: 262160 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:29,284-Speed 3312.34 samples/sec Loss 0.4184 LearningRate 0.0046 Epoch: 15 Global Step: 262170 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:32,360-Speed 3329.99 samples/sec Loss 0.4224 LearningRate 0.0046 Epoch: 15 Global Step: 262180 Fp16 Grad Scale: 32768 Required: 8 hours Training: 2022-04-12 03:00:35,441-Speed 3324.46 samples/sec Loss 0.4486 LearningRate 0.0046 Epoch: 15 Global Step: 262190 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:38,587-Speed 3256.36 samples/sec Loss 0.4205 LearningRate 0.0046 Epoch: 15 Global Step: 262200 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:41,717-Speed 3271.40 samples/sec Loss 0.4016 LearningRate 0.0046 Epoch: 15 Global Step: 262210 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:44,781-Speed 3343.18 samples/sec Loss 0.4213 LearningRate 0.0046 Epoch: 15 Global Step: 262220 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:47,875-Speed 3310.97 samples/sec Loss 0.4293 LearningRate 0.0046 Epoch: 15 Global Step: 262230 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:50,950-Speed 3330.21 samples/sec Loss 0.4557 LearningRate 0.0046 Epoch: 15 Global Step: 262240 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:54,025-Speed 3331.33 samples/sec Loss 0.4196 LearningRate 0.0046 Epoch: 15 Global Step: 262250 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:00:57,108-Speed 3321.72 samples/sec Loss 0.4638 LearningRate 0.0046 Epoch: 15 Global Step: 262260 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:01:00,169-Speed 3346.36 samples/sec Loss 0.4440 LearningRate 0.0046 Epoch: 15 Global Step: 262270 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:01:03,302-Speed 3268.78 samples/sec Loss 0.4239 LearningRate 0.0046 Epoch: 15 Global Step: 262280 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:01:06,361-Speed 3349.01 samples/sec Loss 0.4169 LearningRate 0.0046 Epoch: 15 Global Step: 262290 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:09,430-Speed 3336.75 samples/sec Loss 0.4141 LearningRate 0.0046 Epoch: 15 Global Step: 262300 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:12,507-Speed 3328.60 samples/sec Loss 0.4211 LearningRate 0.0046 Epoch: 15 Global Step: 262310 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:15,565-Speed 3349.31 samples/sec Loss 0.4485 LearningRate 0.0046 Epoch: 15 Global Step: 262320 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:18,631-Speed 3340.30 samples/sec Loss 0.4220 LearningRate 0.0046 Epoch: 15 Global Step: 262330 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:21,717-Speed 3319.38 samples/sec Loss 0.4530 LearningRate 0.0046 Epoch: 15 Global Step: 262340 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:24,775-Speed 3348.79 samples/sec Loss 0.4213 LearningRate 0.0046 Epoch: 15 Global Step: 262350 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:27,843-Speed 3338.31 samples/sec Loss 0.4584 LearningRate 0.0046 Epoch: 15 Global Step: 262360 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:30,910-Speed 3339.64 samples/sec Loss 0.4486 LearningRate 0.0046 Epoch: 15 Global Step: 262370 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:33,988-Speed 3328.55 samples/sec Loss 0.4517 LearningRate 0.0046 Epoch: 15 Global Step: 262380 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:37,058-Speed 3336.10 samples/sec Loss 0.4286 LearningRate 0.0046 Epoch: 15 Global Step: 262390 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:40,134-Speed 3329.31 samples/sec Loss 0.4531 LearningRate 0.0046 Epoch: 15 Global Step: 262400 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:43,193-Speed 3348.71 samples/sec Loss 0.4137 LearningRate 0.0046 Epoch: 15 Global Step: 262410 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:46,258-Speed 3341.46 samples/sec Loss 0.4340 LearningRate 0.0046 Epoch: 15 Global Step: 262420 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:49,357-Speed 3305.32 samples/sec Loss 0.4563 LearningRate 0.0046 Epoch: 15 Global Step: 262430 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:52,526-Speed 3231.32 samples/sec Loss 0.4349 LearningRate 0.0046 Epoch: 15 Global Step: 262440 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:55,606-Speed 3325.89 samples/sec Loss 0.4185 LearningRate 0.0046 Epoch: 15 Global Step: 262450 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:01:58,668-Speed 3344.55 samples/sec Loss 0.4192 LearningRate 0.0046 Epoch: 15 Global Step: 262460 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:01,739-Speed 3336.11 samples/sec Loss 0.4597 LearningRate 0.0046 Epoch: 15 Global Step: 262470 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:04,863-Speed 3278.58 samples/sec Loss 0.4211 LearningRate 0.0046 Epoch: 15 Global Step: 262480 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:07,965-Speed 3301.12 samples/sec Loss 0.4434 LearningRate 0.0046 Epoch: 15 Global Step: 262490 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:11,024-Speed 3348.53 samples/sec Loss 0.4641 LearningRate 0.0046 Epoch: 15 Global Step: 262500 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:14,098-Speed 3331.93 samples/sec Loss 0.4394 LearningRate 0.0046 Epoch: 15 Global Step: 262510 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:17,175-Speed 3328.52 samples/sec Loss 0.4585 LearningRate 0.0046 Epoch: 15 Global Step: 262520 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:20,331-Speed 3245.51 samples/sec Loss 0.4238 LearningRate 0.0046 Epoch: 15 Global Step: 262530 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:23,530-Speed 3201.19 samples/sec Loss 0.4433 LearningRate 0.0046 Epoch: 15 Global Step: 262540 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:26,607-Speed 3328.93 samples/sec Loss 0.4519 LearningRate 0.0046 Epoch: 15 Global Step: 262550 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:29,699-Speed 3313.13 samples/sec Loss 0.4372 LearningRate 0.0046 Epoch: 15 Global Step: 262560 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:32,778-Speed 3325.83 samples/sec Loss 0.4495 LearningRate 0.0046 Epoch: 15 Global Step: 262570 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:35,840-Speed 3344.75 samples/sec Loss 0.4421 LearningRate 0.0046 Epoch: 15 Global Step: 262580 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:38,954-Speed 3289.39 samples/sec Loss 0.4395 LearningRate 0.0046 Epoch: 15 Global Step: 262590 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:42,132-Speed 3223.17 samples/sec Loss 0.4640 LearningRate 0.0046 Epoch: 15 Global Step: 262600 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:02:45,223-Speed 3312.95 samples/sec Loss 0.4354 LearningRate 0.0046 Epoch: 15 Global Step: 262610 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:48,348-Speed 3277.74 samples/sec Loss 0.4617 LearningRate 0.0045 Epoch: 15 Global Step: 262620 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:51,425-Speed 3329.03 samples/sec Loss 0.4464 LearningRate 0.0045 Epoch: 15 Global Step: 262630 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:54,486-Speed 3346.14 samples/sec Loss 0.4397 LearningRate 0.0045 Epoch: 15 Global Step: 262640 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:02:57,596-Speed 3293.14 samples/sec Loss 0.4430 LearningRate 0.0045 Epoch: 15 Global Step: 262650 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:03:00,762-Speed 3234.70 samples/sec Loss 0.4163 LearningRate 0.0045 Epoch: 15 Global Step: 262660 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:03:03,845-Speed 3322.89 samples/sec Loss 0.4380 LearningRate 0.0045 Epoch: 15 Global Step: 262670 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:06,910-Speed 3341.11 samples/sec Loss 0.4384 LearningRate 0.0045 Epoch: 15 Global Step: 262680 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:09,976-Speed 3341.16 samples/sec Loss 0.4436 LearningRate 0.0045 Epoch: 15 Global Step: 262690 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:13,054-Speed 3326.66 samples/sec Loss 0.4409 LearningRate 0.0045 Epoch: 15 Global Step: 262700 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:16,145-Speed 3314.31 samples/sec Loss 0.4284 LearningRate 0.0045 Epoch: 15 Global Step: 262710 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:19,207-Speed 3344.74 samples/sec Loss 0.4205 LearningRate 0.0045 Epoch: 15 Global Step: 262720 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:22,280-Speed 3333.42 samples/sec Loss 0.4546 LearningRate 0.0045 Epoch: 15 Global Step: 262730 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:25,341-Speed 3345.72 samples/sec Loss 0.4617 LearningRate 0.0045 Epoch: 15 Global Step: 262740 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:28,427-Speed 3318.54 samples/sec Loss 0.4327 LearningRate 0.0045 Epoch: 15 Global Step: 262750 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:31,495-Speed 3338.86 samples/sec Loss 0.4673 LearningRate 0.0045 Epoch: 15 Global Step: 262760 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:34,543-Speed 3360.31 samples/sec Loss 0.4352 LearningRate 0.0045 Epoch: 15 Global Step: 262770 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:37,608-Speed 3341.15 samples/sec Loss 0.4440 LearningRate 0.0045 Epoch: 15 Global Step: 262780 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:40,674-Speed 3340.69 samples/sec Loss 0.4426 LearningRate 0.0045 Epoch: 15 Global Step: 262790 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:43,750-Speed 3330.18 samples/sec Loss 0.4408 LearningRate 0.0045 Epoch: 15 Global Step: 262800 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:46,877-Speed 3275.78 samples/sec Loss 0.4181 LearningRate 0.0045 Epoch: 15 Global Step: 262810 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:49,944-Speed 3339.65 samples/sec Loss 0.4570 LearningRate 0.0045 Epoch: 15 Global Step: 262820 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:53,012-Speed 3338.25 samples/sec Loss 0.4320 LearningRate 0.0045 Epoch: 15 Global Step: 262830 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:56,078-Speed 3340.84 samples/sec Loss 0.4284 LearningRate 0.0045 Epoch: 15 Global Step: 262840 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:03:59,138-Speed 3346.29 samples/sec Loss 0.4185 LearningRate 0.0045 Epoch: 15 Global Step: 262850 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:04:02,199-Speed 3346.77 samples/sec Loss 0.4257 LearningRate 0.0045 Epoch: 15 Global Step: 262860 Fp16 Grad Scale: 65536 Required: 8 hours Training: 2022-04-12 03:04:05,262-Speed 3343.09 samples/sec Loss 0.4482 LearningRate 0.0045 Epoch: 15 Global Step: 262870 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:04:08,345-Speed 3322.60 samples/sec Loss 0.4528 LearningRate 0.0045 Epoch: 15 Global Step: 262880 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:04:11,434-Speed 3315.98 samples/sec Loss 0.4351 LearningRate 0.0045 Epoch: 15 Global Step: 262890 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:04:14,496-Speed 3344.79 samples/sec Loss 0.4464 LearningRate 0.0045 Epoch: 15 Global Step: 262900 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:04:17,566-Speed 3335.99 samples/sec Loss 0.4192 LearningRate 0.0045 Epoch: 15 Global Step: 262910 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:04:20,637-Speed 3335.89 samples/sec Loss 0.4562 LearningRate 0.0045 Epoch: 15 Global Step: 262920 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:04:23,701-Speed 3342.24 samples/sec Loss 0.4426 LearningRate 0.0045 Epoch: 15 Global Step: 262930 Fp16 Grad Scale: 131072 Required: 8 hours Training: 2022-04-12 03:04:26,791-Speed 3315.49 samples/sec Loss 0.4250 LearningRate 0.0045 Epoch: 15 Global Step: 262940 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:29,873-Speed 3322.51 samples/sec Loss 0.4564 LearningRate 0.0045 Epoch: 15 Global Step: 262950 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:32,995-Speed 3280.47 samples/sec Loss 0.4271 LearningRate 0.0045 Epoch: 15 Global Step: 262960 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:36,049-Speed 3354.25 samples/sec Loss 0.4217 LearningRate 0.0045 Epoch: 15 Global Step: 262970 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:39,113-Speed 3342.92 samples/sec Loss 0.4295 LearningRate 0.0045 Epoch: 15 Global Step: 262980 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:42,174-Speed 3346.42 samples/sec Loss 0.4076 LearningRate 0.0045 Epoch: 15 Global Step: 262990 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:45,237-Speed 3343.46 samples/sec Loss 0.4311 LearningRate 0.0045 Epoch: 15 Global Step: 263000 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:48,302-Speed 3342.62 samples/sec Loss 0.4599 LearningRate 0.0045 Epoch: 15 Global Step: 263010 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:51,365-Speed 3343.46 samples/sec Loss 0.4161 LearningRate 0.0045 Epoch: 15 Global Step: 263020 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:54,437-Speed 3333.63 samples/sec Loss 0.4611 LearningRate 0.0045 Epoch: 15 Global Step: 263030 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:04:57,488-Speed 3357.38 samples/sec Loss 0.4377 LearningRate 0.0045 Epoch: 15 Global Step: 263040 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:00,601-Speed 3289.89 samples/sec Loss 0.4464 LearningRate 0.0045 Epoch: 15 Global Step: 263050 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:03,702-Speed 3303.12 samples/sec Loss 0.4446 LearningRate 0.0045 Epoch: 15 Global Step: 263060 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:06,827-Speed 3278.13 samples/sec Loss 0.4421 LearningRate 0.0045 Epoch: 15 Global Step: 263070 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:09,979-Speed 3249.38 samples/sec Loss 0.4328 LearningRate 0.0045 Epoch: 15 Global Step: 263080 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:13,045-Speed 3339.58 samples/sec Loss 0.4584 LearningRate 0.0045 Epoch: 15 Global Step: 263090 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:16,117-Speed 3334.66 samples/sec Loss 0.4331 LearningRate 0.0045 Epoch: 15 Global Step: 263100 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:19,195-Speed 3327.14 samples/sec Loss 0.4232 LearningRate 0.0045 Epoch: 15 Global Step: 263110 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:22,258-Speed 3344.01 samples/sec Loss 0.4283 LearningRate 0.0045 Epoch: 15 Global Step: 263120 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:25,325-Speed 3339.45 samples/sec Loss 0.4525 LearningRate 0.0045 Epoch: 15 Global Step: 263130 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:28,388-Speed 3344.53 samples/sec Loss 0.4314 LearningRate 0.0045 Epoch: 15 Global Step: 263140 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:31,488-Speed 3303.22 samples/sec Loss 0.4436 LearningRate 0.0045 Epoch: 15 Global Step: 263150 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:34,570-Speed 3323.95 samples/sec Loss 0.4442 LearningRate 0.0045 Epoch: 15 Global Step: 263160 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:37,666-Speed 3308.46 samples/sec Loss 0.4490 LearningRate 0.0045 Epoch: 15 Global Step: 263170 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:40,738-Speed 3333.10 samples/sec Loss 0.4338 LearningRate 0.0045 Epoch: 15 Global Step: 263180 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:43,891-Speed 3249.11 samples/sec Loss 0.4246 LearningRate 0.0045 Epoch: 15 Global Step: 263190 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:46,989-Speed 3304.97 samples/sec Loss 0.4482 LearningRate 0.0045 Epoch: 15 Global Step: 263200 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:50,116-Speed 3275.82 samples/sec Loss 0.4354 LearningRate 0.0045 Epoch: 15 Global Step: 263210 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:53,196-Speed 3325.36 samples/sec Loss 0.4192 LearningRate 0.0045 Epoch: 15 Global Step: 263220 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:05:56,257-Speed 3345.89 samples/sec Loss 0.4433 LearningRate 0.0045 Epoch: 15 Global Step: 263230 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:05:59,361-Speed 3300.09 samples/sec Loss 0.4226 LearningRate 0.0045 Epoch: 15 Global Step: 263240 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:02,528-Speed 3234.41 samples/sec Loss 0.4278 LearningRate 0.0045 Epoch: 15 Global Step: 263250 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:05,593-Speed 3341.88 samples/sec Loss 0.4472 LearningRate 0.0045 Epoch: 15 Global Step: 263260 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:08,678-Speed 3319.27 samples/sec Loss 0.4419 LearningRate 0.0045 Epoch: 15 Global Step: 263270 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:11,760-Speed 3323.71 samples/sec Loss 0.4441 LearningRate 0.0045 Epoch: 15 Global Step: 263280 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:14,845-Speed 3319.47 samples/sec Loss 0.4578 LearningRate 0.0045 Epoch: 15 Global Step: 263290 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:17,942-Speed 3307.53 samples/sec Loss 0.4521 LearningRate 0.0045 Epoch: 15 Global Step: 263300 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:21,082-Speed 3261.62 samples/sec Loss 0.4443 LearningRate 0.0045 Epoch: 15 Global Step: 263310 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:24,147-Speed 3341.47 samples/sec Loss 0.4071 LearningRate 0.0045 Epoch: 15 Global Step: 263320 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:27,229-Speed 3323.13 samples/sec Loss 0.4537 LearningRate 0.0045 Epoch: 15 Global Step: 263330 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:06:30,296-Speed 3339.73 samples/sec Loss 0.4312 LearningRate 0.0045 Epoch: 15 Global Step: 263340 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:06:33,361-Speed 3342.70 samples/sec Loss 0.4500 LearningRate 0.0045 Epoch: 15 Global Step: 263350 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:36,425-Speed 3342.03 samples/sec Loss 0.4317 LearningRate 0.0045 Epoch: 15 Global Step: 263360 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:39,487-Speed 3345.16 samples/sec Loss 0.4456 LearningRate 0.0045 Epoch: 15 Global Step: 263370 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:42,570-Speed 3322.73 samples/sec Loss 0.4236 LearningRate 0.0045 Epoch: 15 Global Step: 263380 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:45,657-Speed 3317.31 samples/sec Loss 0.4591 LearningRate 0.0045 Epoch: 15 Global Step: 263390 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:48,755-Speed 3306.47 samples/sec Loss 0.4370 LearningRate 0.0045 Epoch: 15 Global Step: 263400 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:51,865-Speed 3292.60 samples/sec Loss 0.4545 LearningRate 0.0044 Epoch: 15 Global Step: 263410 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:54,926-Speed 3346.17 samples/sec Loss 0.4368 LearningRate 0.0044 Epoch: 15 Global Step: 263420 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:06:58,038-Speed 3291.20 samples/sec Loss 0.4447 LearningRate 0.0044 Epoch: 15 Global Step: 263430 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:01,124-Speed 3319.91 samples/sec Loss 0.4337 LearningRate 0.0044 Epoch: 15 Global Step: 263440 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:04,227-Speed 3299.73 samples/sec Loss 0.4244 LearningRate 0.0044 Epoch: 15 Global Step: 263450 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:07:07,294-Speed 3340.07 samples/sec Loss 0.4596 LearningRate 0.0044 Epoch: 15 Global Step: 263460 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:07:10,349-Speed 3352.47 samples/sec Loss 0.4674 LearningRate 0.0044 Epoch: 15 Global Step: 263470 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:13,413-Speed 3343.16 samples/sec Loss 0.4242 LearningRate 0.0044 Epoch: 15 Global Step: 263480 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:16,493-Speed 3325.51 samples/sec Loss 0.4641 LearningRate 0.0044 Epoch: 15 Global Step: 263490 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:19,618-Speed 3277.29 samples/sec Loss 0.4303 LearningRate 0.0044 Epoch: 15 Global Step: 263500 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:22,734-Speed 3286.35 samples/sec Loss 0.4304 LearningRate 0.0044 Epoch: 15 Global Step: 263510 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:25,810-Speed 3330.76 samples/sec Loss 0.4135 LearningRate 0.0044 Epoch: 15 Global Step: 263520 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:28,877-Speed 3339.28 samples/sec Loss 0.4662 LearningRate 0.0044 Epoch: 15 Global Step: 263530 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:31,950-Speed 3333.34 samples/sec Loss 0.4686 LearningRate 0.0044 Epoch: 15 Global Step: 263540 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:35,050-Speed 3303.78 samples/sec Loss 0.4508 LearningRate 0.0044 Epoch: 15 Global Step: 263550 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:38,129-Speed 3326.67 samples/sec Loss 0.4431 LearningRate 0.0044 Epoch: 15 Global Step: 263560 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:41,194-Speed 3340.94 samples/sec Loss 0.4295 LearningRate 0.0044 Epoch: 15 Global Step: 263570 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:44,264-Speed 3336.84 samples/sec Loss 0.4432 LearningRate 0.0044 Epoch: 15 Global Step: 263580 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:47,383-Speed 3283.73 samples/sec Loss 0.4353 LearningRate 0.0044 Epoch: 15 Global Step: 263590 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:07:50,496-Speed 3289.49 samples/sec Loss 0.4537 LearningRate 0.0044 Epoch: 15 Global Step: 263600 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:53,572-Speed 3330.23 samples/sec Loss 0.4461 LearningRate 0.0044 Epoch: 15 Global Step: 263610 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:56,642-Speed 3336.71 samples/sec Loss 0.4440 LearningRate 0.0044 Epoch: 15 Global Step: 263620 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:07:59,719-Speed 3328.69 samples/sec Loss 0.4270 LearningRate 0.0044 Epoch: 15 Global Step: 263630 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:02,782-Speed 3343.55 samples/sec Loss 0.4523 LearningRate 0.0044 Epoch: 15 Global Step: 263640 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:05,845-Speed 3343.77 samples/sec Loss 0.4283 LearningRate 0.0044 Epoch: 15 Global Step: 263650 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:08,965-Speed 3282.86 samples/sec Loss 0.4371 LearningRate 0.0044 Epoch: 15 Global Step: 263660 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:12,033-Speed 3338.13 samples/sec Loss 0.4429 LearningRate 0.0044 Epoch: 15 Global Step: 263670 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:15,129-Speed 3308.90 samples/sec Loss 0.4473 LearningRate 0.0044 Epoch: 15 Global Step: 263680 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:18,201-Speed 3333.56 samples/sec Loss 0.4573 LearningRate 0.0044 Epoch: 15 Global Step: 263690 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:21,285-Speed 3321.03 samples/sec Loss 0.4371 LearningRate 0.0044 Epoch: 15 Global Step: 263700 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:24,356-Speed 3335.71 samples/sec Loss 0.4290 LearningRate 0.0044 Epoch: 15 Global Step: 263710 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:27,440-Speed 3320.91 samples/sec Loss 0.4424 LearningRate 0.0044 Epoch: 15 Global Step: 263720 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:30,505-Speed 3341.50 samples/sec Loss 0.4227 LearningRate 0.0044 Epoch: 15 Global Step: 263730 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:33,568-Speed 3344.04 samples/sec Loss 0.4392 LearningRate 0.0044 Epoch: 15 Global Step: 263740 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:36,635-Speed 3340.14 samples/sec Loss 0.4429 LearningRate 0.0044 Epoch: 15 Global Step: 263750 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:39,724-Speed 3315.35 samples/sec Loss 0.4473 LearningRate 0.0044 Epoch: 15 Global Step: 263760 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:42,840-Speed 3287.22 samples/sec Loss 0.4417 LearningRate 0.0044 Epoch: 15 Global Step: 263770 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:45,961-Speed 3281.27 samples/sec Loss 0.4145 LearningRate 0.0044 Epoch: 15 Global Step: 263780 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:08:49,057-Speed 3308.69 samples/sec Loss 0.4282 LearningRate 0.0044 Epoch: 15 Global Step: 263790 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:52,158-Speed 3303.25 samples/sec Loss 0.4517 LearningRate 0.0044 Epoch: 15 Global Step: 263800 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:55,236-Speed 3327.20 samples/sec Loss 0.4330 LearningRate 0.0044 Epoch: 15 Global Step: 263810 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:08:58,302-Speed 3340.77 samples/sec Loss 0.3935 LearningRate 0.0044 Epoch: 15 Global Step: 263820 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:01,377-Speed 3330.29 samples/sec Loss 0.4688 LearningRate 0.0044 Epoch: 15 Global Step: 263830 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:04,447-Speed 3336.66 samples/sec Loss 0.4305 LearningRate 0.0044 Epoch: 15 Global Step: 263840 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:07,525-Speed 3327.19 samples/sec Loss 0.4403 LearningRate 0.0044 Epoch: 15 Global Step: 263850 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:10,756-Speed 3169.89 samples/sec Loss 0.4251 LearningRate 0.0044 Epoch: 15 Global Step: 263860 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:13,843-Speed 3317.99 samples/sec Loss 0.4780 LearningRate 0.0044 Epoch: 15 Global Step: 263870 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:16,959-Speed 3288.03 samples/sec Loss 0.4396 LearningRate 0.0044 Epoch: 15 Global Step: 263880 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:20,063-Speed 3298.85 samples/sec Loss 0.4188 LearningRate 0.0044 Epoch: 15 Global Step: 263890 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:23,137-Speed 3331.86 samples/sec Loss 0.4085 LearningRate 0.0044 Epoch: 15 Global Step: 263900 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:26,201-Speed 3343.05 samples/sec Loss 0.4473 LearningRate 0.0044 Epoch: 15 Global Step: 263910 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:09:29,265-Speed 3343.23 samples/sec Loss 0.4548 LearningRate 0.0044 Epoch: 15 Global Step: 263920 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:32,347-Speed 3323.06 samples/sec Loss 0.4294 LearningRate 0.0044 Epoch: 15 Global Step: 263930 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:35,435-Speed 3316.89 samples/sec Loss 0.4395 LearningRate 0.0044 Epoch: 15 Global Step: 263940 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:38,510-Speed 3331.04 samples/sec Loss 0.4146 LearningRate 0.0044 Epoch: 15 Global Step: 263950 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:41,702-Speed 3208.84 samples/sec Loss 0.4515 LearningRate 0.0044 Epoch: 15 Global Step: 263960 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:44,770-Speed 3337.72 samples/sec Loss 0.4286 LearningRate 0.0044 Epoch: 15 Global Step: 263970 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:47,837-Speed 3339.92 samples/sec Loss 0.4177 LearningRate 0.0044 Epoch: 15 Global Step: 263980 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:50,908-Speed 3334.65 samples/sec Loss 0.4486 LearningRate 0.0044 Epoch: 15 Global Step: 263990 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:09:53,983-Speed 3331.50 samples/sec Loss 0.4452 LearningRate 0.0044 Epoch: 15 Global Step: 264000 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:10:37,955-[lfw][264000]XNorm: 21.615600 Training: 2022-04-12 03:10:37,956-[lfw][264000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 03:10:37,956-[lfw][264000]Accuracy-Highest: 0.99817 Training: 2022-04-12 03:11:28,859-[cfp_fp][264000]XNorm: 22.653354 Training: 2022-04-12 03:11:28,859-[cfp_fp][264000]Accuracy-Flip: 0.99100+-0.00511 Training: 2022-04-12 03:11:28,860-[cfp_fp][264000]Accuracy-Highest: 0.99186 Training: 2022-04-12 03:12:12,785-[agedb_30][264000]XNorm: 22.831257 Training: 2022-04-12 03:12:12,785-[agedb_30][264000]Accuracy-Flip: 0.98500+-0.00592 Training: 2022-04-12 03:12:12,786-[agedb_30][264000]Accuracy-Highest: 0.98650 Training: 2022-04-12 03:12:15,872-Speed 72.17 samples/sec Loss 0.4482 LearningRate 0.0044 Epoch: 15 Global Step: 264010 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:12:18,925-Speed 3354.40 samples/sec Loss 0.4140 LearningRate 0.0044 Epoch: 15 Global Step: 264020 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:21,981-Speed 3351.43 samples/sec Loss 0.4564 LearningRate 0.0044 Epoch: 15 Global Step: 264030 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:25,037-Speed 3351.21 samples/sec Loss 0.4614 LearningRate 0.0044 Epoch: 15 Global Step: 264040 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:28,096-Speed 3348.81 samples/sec Loss 0.4413 LearningRate 0.0044 Epoch: 15 Global Step: 264050 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:31,202-Speed 3296.93 samples/sec Loss 0.4435 LearningRate 0.0044 Epoch: 15 Global Step: 264060 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:34,340-Speed 3264.75 samples/sec Loss 0.4344 LearningRate 0.0044 Epoch: 15 Global Step: 264070 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:37,494-Speed 3246.98 samples/sec Loss 0.4415 LearningRate 0.0044 Epoch: 15 Global Step: 264080 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:40,571-Speed 3328.32 samples/sec Loss 0.4352 LearningRate 0.0044 Epoch: 15 Global Step: 264090 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:43,666-Speed 3309.80 samples/sec Loss 0.4313 LearningRate 0.0044 Epoch: 15 Global Step: 264100 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:46,740-Speed 3331.27 samples/sec Loss 0.4510 LearningRate 0.0044 Epoch: 15 Global Step: 264110 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:49,816-Speed 3330.55 samples/sec Loss 0.4260 LearningRate 0.0044 Epoch: 15 Global Step: 264120 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:52,872-Speed 3351.30 samples/sec Loss 0.4325 LearningRate 0.0044 Epoch: 15 Global Step: 264130 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:55,988-Speed 3286.76 samples/sec Loss 0.4262 LearningRate 0.0044 Epoch: 15 Global Step: 264140 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:12:59,105-Speed 3285.94 samples/sec Loss 0.4441 LearningRate 0.0044 Epoch: 15 Global Step: 264150 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:13:02,240-Speed 3267.30 samples/sec Loss 0.4342 LearningRate 0.0044 Epoch: 15 Global Step: 264160 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:13:05,364-Speed 3278.87 samples/sec Loss 0.4311 LearningRate 0.0044 Epoch: 15 Global Step: 264170 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:13:08,415-Speed 3356.94 samples/sec Loss 0.3984 LearningRate 0.0044 Epoch: 15 Global Step: 264180 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:11,609-Speed 3206.84 samples/sec Loss 0.4389 LearningRate 0.0044 Epoch: 15 Global Step: 264190 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:14,728-Speed 3283.82 samples/sec Loss 0.4521 LearningRate 0.0043 Epoch: 15 Global Step: 264200 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:17,787-Speed 3348.15 samples/sec Loss 0.4476 LearningRate 0.0043 Epoch: 15 Global Step: 264210 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:20,961-Speed 3227.59 samples/sec Loss 0.4419 LearningRate 0.0043 Epoch: 15 Global Step: 264220 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:24,075-Speed 3288.29 samples/sec Loss 0.4403 LearningRate 0.0043 Epoch: 15 Global Step: 264230 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:27,243-Speed 3233.17 samples/sec Loss 0.4462 LearningRate 0.0043 Epoch: 15 Global Step: 264240 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:30,333-Speed 3314.65 samples/sec Loss 0.4579 LearningRate 0.0043 Epoch: 15 Global Step: 264250 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:33,411-Speed 3328.10 samples/sec Loss 0.4568 LearningRate 0.0043 Epoch: 15 Global Step: 264260 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:36,469-Speed 3349.50 samples/sec Loss 0.4300 LearningRate 0.0043 Epoch: 15 Global Step: 264270 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:39,538-Speed 3337.86 samples/sec Loss 0.4487 LearningRate 0.0043 Epoch: 15 Global Step: 264280 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:13:42,596-Speed 3350.14 samples/sec Loss 0.4755 LearningRate 0.0043 Epoch: 15 Global Step: 264290 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:13:45,653-Speed 3349.79 samples/sec Loss 0.4502 LearningRate 0.0043 Epoch: 15 Global Step: 264300 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:13:48,700-Speed 3360.96 samples/sec Loss 0.4648 LearningRate 0.0043 Epoch: 15 Global Step: 264310 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:51,768-Speed 3338.95 samples/sec Loss 0.4746 LearningRate 0.0043 Epoch: 15 Global Step: 264320 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:54,835-Speed 3339.22 samples/sec Loss 0.4583 LearningRate 0.0043 Epoch: 15 Global Step: 264330 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:13:57,914-Speed 3327.56 samples/sec Loss 0.4669 LearningRate 0.0043 Epoch: 15 Global Step: 264340 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:00,977-Speed 3343.63 samples/sec Loss 0.4283 LearningRate 0.0043 Epoch: 15 Global Step: 264350 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:04,065-Speed 3316.95 samples/sec Loss 0.4315 LearningRate 0.0043 Epoch: 15 Global Step: 264360 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:07,134-Speed 3336.82 samples/sec Loss 0.4371 LearningRate 0.0043 Epoch: 15 Global Step: 264370 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:10,199-Speed 3342.18 samples/sec Loss 0.4599 LearningRate 0.0043 Epoch: 15 Global Step: 264380 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:13,338-Speed 3263.34 samples/sec Loss 0.4067 LearningRate 0.0043 Epoch: 15 Global Step: 264390 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:16,420-Speed 3322.95 samples/sec Loss 0.4307 LearningRate 0.0043 Epoch: 15 Global Step: 264400 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:19,581-Speed 3239.82 samples/sec Loss 0.4110 LearningRate 0.0043 Epoch: 15 Global Step: 264410 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:14:22,655-Speed 3331.73 samples/sec Loss 0.4103 LearningRate 0.0043 Epoch: 15 Global Step: 264420 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:25,750-Speed 3310.76 samples/sec Loss 0.4424 LearningRate 0.0043 Epoch: 15 Global Step: 264430 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:28,846-Speed 3308.13 samples/sec Loss 0.4643 LearningRate 0.0043 Epoch: 15 Global Step: 264440 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:31,989-Speed 3258.70 samples/sec Loss 0.4583 LearningRate 0.0043 Epoch: 15 Global Step: 264450 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:35,047-Speed 3348.80 samples/sec Loss 0.4863 LearningRate 0.0043 Epoch: 15 Global Step: 264460 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:38,117-Speed 3336.74 samples/sec Loss 0.4568 LearningRate 0.0043 Epoch: 15 Global Step: 264470 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:41,175-Speed 3348.69 samples/sec Loss 0.4098 LearningRate 0.0043 Epoch: 15 Global Step: 264480 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:44,290-Speed 3288.40 samples/sec Loss 0.4423 LearningRate 0.0043 Epoch: 15 Global Step: 264490 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:47,486-Speed 3205.04 samples/sec Loss 0.4222 LearningRate 0.0043 Epoch: 15 Global Step: 264500 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:50,556-Speed 3335.96 samples/sec Loss 0.4692 LearningRate 0.0043 Epoch: 15 Global Step: 264510 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:14:53,629-Speed 3333.59 samples/sec Loss 0.4233 LearningRate 0.0043 Epoch: 15 Global Step: 264520 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:14:56,893-Speed 3137.97 samples/sec Loss 0.4370 LearningRate 0.0043 Epoch: 15 Global Step: 264530 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:00,023-Speed 3271.80 samples/sec Loss 0.4264 LearningRate 0.0043 Epoch: 15 Global Step: 264540 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:03,087-Speed 3343.00 samples/sec Loss 0.4304 LearningRate 0.0043 Epoch: 15 Global Step: 264550 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:06,188-Speed 3302.69 samples/sec Loss 0.4427 LearningRate 0.0043 Epoch: 15 Global Step: 264560 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:09,252-Speed 3343.15 samples/sec Loss 0.4536 LearningRate 0.0043 Epoch: 15 Global Step: 264570 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:12,334-Speed 3323.09 samples/sec Loss 0.4427 LearningRate 0.0043 Epoch: 15 Global Step: 264580 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:15,412-Speed 3327.71 samples/sec Loss 0.4569 LearningRate 0.0043 Epoch: 15 Global Step: 264590 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:18,471-Speed 3348.50 samples/sec Loss 0.4215 LearningRate 0.0043 Epoch: 15 Global Step: 264600 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:21,534-Speed 3343.73 samples/sec Loss 0.4434 LearningRate 0.0043 Epoch: 15 Global Step: 264610 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:24,594-Speed 3347.20 samples/sec Loss 0.4457 LearningRate 0.0043 Epoch: 15 Global Step: 264620 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:15:27,662-Speed 3338.55 samples/sec Loss 0.4398 LearningRate 0.0043 Epoch: 15 Global Step: 264630 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:30,724-Speed 3344.67 samples/sec Loss 0.4352 LearningRate 0.0043 Epoch: 15 Global Step: 264640 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:33,804-Speed 3324.79 samples/sec Loss 0.4349 LearningRate 0.0043 Epoch: 15 Global Step: 264650 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:36,869-Speed 3341.80 samples/sec Loss 0.4308 LearningRate 0.0043 Epoch: 15 Global Step: 264660 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:39,937-Speed 3339.16 samples/sec Loss 0.4263 LearningRate 0.0043 Epoch: 15 Global Step: 264670 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:43,003-Speed 3340.70 samples/sec Loss 0.4551 LearningRate 0.0043 Epoch: 15 Global Step: 264680 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:46,058-Speed 3351.78 samples/sec Loss 0.4125 LearningRate 0.0043 Epoch: 15 Global Step: 264690 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:49,188-Speed 3272.91 samples/sec Loss 0.4301 LearningRate 0.0043 Epoch: 15 Global Step: 264700 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:52,374-Speed 3215.19 samples/sec Loss 0.4414 LearningRate 0.0043 Epoch: 15 Global Step: 264710 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:55,528-Speed 3247.30 samples/sec Loss 0.4465 LearningRate 0.0043 Epoch: 15 Global Step: 264720 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:15:58,645-Speed 3285.60 samples/sec Loss 0.4391 LearningRate 0.0043 Epoch: 15 Global Step: 264730 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:01,779-Speed 3268.10 samples/sec Loss 0.4469 LearningRate 0.0043 Epoch: 15 Global Step: 264740 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:04,900-Speed 3282.00 samples/sec Loss 0.4573 LearningRate 0.0043 Epoch: 15 Global Step: 264750 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:07,961-Speed 3345.93 samples/sec Loss 0.4346 LearningRate 0.0043 Epoch: 15 Global Step: 264760 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:11,034-Speed 3333.14 samples/sec Loss 0.4471 LearningRate 0.0043 Epoch: 15 Global Step: 264770 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:14,107-Speed 3333.22 samples/sec Loss 0.4254 LearningRate 0.0043 Epoch: 15 Global Step: 264780 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:17,168-Speed 3346.53 samples/sec Loss 0.4566 LearningRate 0.0043 Epoch: 15 Global Step: 264790 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:20,234-Speed 3340.73 samples/sec Loss 0.4425 LearningRate 0.0043 Epoch: 15 Global Step: 264800 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:23,297-Speed 3343.55 samples/sec Loss 0.4535 LearningRate 0.0043 Epoch: 15 Global Step: 264810 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:26,364-Speed 3338.80 samples/sec Loss 0.4543 LearningRate 0.0043 Epoch: 15 Global Step: 264820 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:29,425-Speed 3346.38 samples/sec Loss 0.4226 LearningRate 0.0043 Epoch: 15 Global Step: 264830 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:32,561-Speed 3266.01 samples/sec Loss 0.4522 LearningRate 0.0043 Epoch: 15 Global Step: 264840 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:35,658-Speed 3307.07 samples/sec Loss 0.4201 LearningRate 0.0043 Epoch: 15 Global Step: 264850 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:38,747-Speed 3316.16 samples/sec Loss 0.4576 LearningRate 0.0043 Epoch: 15 Global Step: 264860 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:41,843-Speed 3309.12 samples/sec Loss 0.4599 LearningRate 0.0043 Epoch: 15 Global Step: 264870 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:44,916-Speed 3332.39 samples/sec Loss 0.4237 LearningRate 0.0043 Epoch: 15 Global Step: 264880 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:48,009-Speed 3311.92 samples/sec Loss 0.4617 LearningRate 0.0043 Epoch: 15 Global Step: 264890 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:51,073-Speed 3342.99 samples/sec Loss 0.4530 LearningRate 0.0043 Epoch: 15 Global Step: 264900 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:16:54,129-Speed 3351.51 samples/sec Loss 0.4224 LearningRate 0.0043 Epoch: 15 Global Step: 264910 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:16:57,200-Speed 3335.29 samples/sec Loss 0.4594 LearningRate 0.0043 Epoch: 15 Global Step: 264920 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:00,314-Speed 3288.85 samples/sec Loss 0.4376 LearningRate 0.0043 Epoch: 15 Global Step: 264930 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:03,383-Speed 3336.90 samples/sec Loss 0.4297 LearningRate 0.0043 Epoch: 15 Global Step: 264940 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:06,445-Speed 3345.53 samples/sec Loss 0.4239 LearningRate 0.0043 Epoch: 15 Global Step: 264950 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:09,522-Speed 3329.22 samples/sec Loss 0.4456 LearningRate 0.0043 Epoch: 15 Global Step: 264960 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:12,582-Speed 3346.23 samples/sec Loss 0.4634 LearningRate 0.0043 Epoch: 15 Global Step: 264970 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:15,680-Speed 3306.57 samples/sec Loss 0.4333 LearningRate 0.0043 Epoch: 15 Global Step: 264980 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:18,785-Speed 3298.87 samples/sec Loss 0.4500 LearningRate 0.0043 Epoch: 15 Global Step: 264990 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:21,855-Speed 3335.95 samples/sec Loss 0.4343 LearningRate 0.0043 Epoch: 15 Global Step: 265000 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:24,919-Speed 3343.19 samples/sec Loss 0.4403 LearningRate 0.0042 Epoch: 15 Global Step: 265010 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:17:27,985-Speed 3340.50 samples/sec Loss 0.4597 LearningRate 0.0042 Epoch: 15 Global Step: 265020 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:17:31,063-Speed 3327.39 samples/sec Loss 0.4405 LearningRate 0.0042 Epoch: 15 Global Step: 265030 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:17:34,130-Speed 3340.08 samples/sec Loss 0.4063 LearningRate 0.0042 Epoch: 15 Global Step: 265040 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:17:37,193-Speed 3343.40 samples/sec Loss 0.4443 LearningRate 0.0042 Epoch: 15 Global Step: 265050 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:17:40,261-Speed 3337.94 samples/sec Loss 0.4456 LearningRate 0.0042 Epoch: 15 Global Step: 265060 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:17:43,465-Speed 3196.89 samples/sec Loss 0.4315 LearningRate 0.0042 Epoch: 15 Global Step: 265070 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:17:46,586-Speed 3282.49 samples/sec Loss 0.4645 LearningRate 0.0042 Epoch: 15 Global Step: 265080 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:49,663-Speed 3327.95 samples/sec Loss 0.4484 LearningRate 0.0042 Epoch: 15 Global Step: 265090 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:52,787-Speed 3278.54 samples/sec Loss 0.4711 LearningRate 0.0042 Epoch: 15 Global Step: 265100 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:55,905-Speed 3284.66 samples/sec Loss 0.4322 LearningRate 0.0042 Epoch: 15 Global Step: 265110 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:17:59,034-Speed 3273.33 samples/sec Loss 0.4458 LearningRate 0.0042 Epoch: 15 Global Step: 265120 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:02,147-Speed 3291.08 samples/sec Loss 0.4481 LearningRate 0.0042 Epoch: 15 Global Step: 265130 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:05,208-Speed 3345.70 samples/sec Loss 0.4453 LearningRate 0.0042 Epoch: 15 Global Step: 265140 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:08,332-Speed 3279.02 samples/sec Loss 0.4244 LearningRate 0.0042 Epoch: 15 Global Step: 265150 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:11,429-Speed 3306.55 samples/sec Loss 0.4398 LearningRate 0.0042 Epoch: 15 Global Step: 265160 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:14,501-Speed 3334.63 samples/sec Loss 0.4551 LearningRate 0.0042 Epoch: 15 Global Step: 265170 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:17,576-Speed 3330.24 samples/sec Loss 0.4331 LearningRate 0.0042 Epoch: 15 Global Step: 265180 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:18:20,636-Speed 3347.82 samples/sec Loss 0.4455 LearningRate 0.0042 Epoch: 15 Global Step: 265190 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:23,724-Speed 3316.89 samples/sec Loss 0.4374 LearningRate 0.0042 Epoch: 15 Global Step: 265200 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:26,801-Speed 3328.17 samples/sec Loss 0.4074 LearningRate 0.0042 Epoch: 15 Global Step: 265210 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:29,916-Speed 3288.46 samples/sec Loss 0.4173 LearningRate 0.0042 Epoch: 15 Global Step: 265220 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:33,120-Speed 3196.70 samples/sec Loss 0.4366 LearningRate 0.0042 Epoch: 15 Global Step: 265230 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:36,198-Speed 3327.83 samples/sec Loss 0.4397 LearningRate 0.0042 Epoch: 15 Global Step: 265240 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:39,287-Speed 3315.92 samples/sec Loss 0.4243 LearningRate 0.0042 Epoch: 15 Global Step: 265250 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:42,415-Speed 3274.25 samples/sec Loss 0.4518 LearningRate 0.0042 Epoch: 15 Global Step: 265260 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:45,539-Speed 3278.50 samples/sec Loss 0.4525 LearningRate 0.0042 Epoch: 15 Global Step: 265270 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:48,727-Speed 3212.43 samples/sec Loss 0.4507 LearningRate 0.0042 Epoch: 15 Global Step: 265280 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:18:51,831-Speed 3299.49 samples/sec Loss 0.4503 LearningRate 0.0042 Epoch: 15 Global Step: 265290 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:18:54,924-Speed 3311.40 samples/sec Loss 0.4259 LearningRate 0.0042 Epoch: 15 Global Step: 265300 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:18:58,069-Speed 3257.56 samples/sec Loss 0.4512 LearningRate 0.0042 Epoch: 15 Global Step: 265310 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:19:01,148-Speed 3327.11 samples/sec Loss 0.4481 LearningRate 0.0042 Epoch: 15 Global Step: 265320 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:19:04,235-Speed 3317.46 samples/sec Loss 0.4641 LearningRate 0.0042 Epoch: 15 Global Step: 265330 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:19:07,309-Speed 3331.73 samples/sec Loss 0.4397 LearningRate 0.0042 Epoch: 15 Global Step: 265340 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:19:10,468-Speed 3241.81 samples/sec Loss 0.4242 LearningRate 0.0042 Epoch: 15 Global Step: 265350 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:19:13,624-Speed 3245.96 samples/sec Loss 0.4341 LearningRate 0.0042 Epoch: 15 Global Step: 265360 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:16,695-Speed 3334.91 samples/sec Loss 0.4383 LearningRate 0.0042 Epoch: 15 Global Step: 265370 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:19,768-Speed 3332.87 samples/sec Loss 0.4376 LearningRate 0.0042 Epoch: 15 Global Step: 265380 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:22,832-Speed 3341.99 samples/sec Loss 0.4501 LearningRate 0.0042 Epoch: 15 Global Step: 265390 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:25,898-Speed 3341.91 samples/sec Loss 0.4345 LearningRate 0.0042 Epoch: 15 Global Step: 265400 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:28,996-Speed 3306.02 samples/sec Loss 0.4296 LearningRate 0.0042 Epoch: 15 Global Step: 265410 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:32,078-Speed 3322.89 samples/sec Loss 0.4154 LearningRate 0.0042 Epoch: 15 Global Step: 265420 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:35,168-Speed 3314.57 samples/sec Loss 0.4545 LearningRate 0.0042 Epoch: 15 Global Step: 265430 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:38,292-Speed 3278.58 samples/sec Loss 0.3930 LearningRate 0.0042 Epoch: 15 Global Step: 265440 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:41,367-Speed 3330.75 samples/sec Loss 0.4078 LearningRate 0.0042 Epoch: 15 Global Step: 265450 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:44,451-Speed 3321.66 samples/sec Loss 0.4441 LearningRate 0.0042 Epoch: 15 Global Step: 265460 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:19:47,523-Speed 3334.35 samples/sec Loss 0.4793 LearningRate 0.0042 Epoch: 15 Global Step: 265470 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:19:50,632-Speed 3293.93 samples/sec Loss 0.4209 LearningRate 0.0042 Epoch: 15 Global Step: 265480 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:53,701-Speed 3337.87 samples/sec Loss 0.4310 LearningRate 0.0042 Epoch: 15 Global Step: 265490 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:56,763-Speed 3344.75 samples/sec Loss 0.4145 LearningRate 0.0042 Epoch: 15 Global Step: 265500 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:19:59,853-Speed 3315.18 samples/sec Loss 0.4338 LearningRate 0.0042 Epoch: 15 Global Step: 265510 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:20:03,002-Speed 3252.29 samples/sec Loss 0.4278 LearningRate 0.0042 Epoch: 15 Global Step: 265520 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:20:06,070-Speed 3338.20 samples/sec Loss 0.4631 LearningRate 0.0042 Epoch: 15 Global Step: 265530 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:20:09,182-Speed 3290.92 samples/sec Loss 0.4462 LearningRate 0.0042 Epoch: 15 Global Step: 265540 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:20:12,266-Speed 3320.77 samples/sec Loss 0.4324 LearningRate 0.0042 Epoch: 15 Global Step: 265550 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:20:15,374-Speed 3296.31 samples/sec Loss 0.4432 LearningRate 0.0042 Epoch: 15 Global Step: 265560 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:20:18,510-Speed 3266.25 samples/sec Loss 0.4500 LearningRate 0.0042 Epoch: 15 Global Step: 265570 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:20:21,588-Speed 3327.58 samples/sec Loss 0.4508 LearningRate 0.0042 Epoch: 15 Global Step: 265580 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:24,649-Speed 3345.56 samples/sec Loss 0.4388 LearningRate 0.0042 Epoch: 15 Global Step: 265590 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:27,715-Speed 3340.95 samples/sec Loss 0.4115 LearningRate 0.0042 Epoch: 15 Global Step: 265600 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:30,792-Speed 3329.09 samples/sec Loss 0.4445 LearningRate 0.0042 Epoch: 15 Global Step: 265610 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:33,938-Speed 3255.48 samples/sec Loss 0.4364 LearningRate 0.0042 Epoch: 15 Global Step: 265620 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:37,061-Speed 3279.05 samples/sec Loss 0.4429 LearningRate 0.0042 Epoch: 15 Global Step: 265630 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:40,215-Speed 3247.50 samples/sec Loss 0.4094 LearningRate 0.0042 Epoch: 15 Global Step: 265640 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:43,352-Speed 3265.79 samples/sec Loss 0.4301 LearningRate 0.0042 Epoch: 15 Global Step: 265650 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:46,416-Speed 3343.11 samples/sec Loss 0.4667 LearningRate 0.0042 Epoch: 15 Global Step: 265660 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:49,541-Speed 3277.06 samples/sec Loss 0.4358 LearningRate 0.0042 Epoch: 15 Global Step: 265670 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:52,592-Speed 3356.57 samples/sec Loss 0.4281 LearningRate 0.0042 Epoch: 15 Global Step: 265680 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:55,713-Speed 3282.58 samples/sec Loss 0.4303 LearningRate 0.0042 Epoch: 15 Global Step: 265690 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:20:58,930-Speed 3183.68 samples/sec Loss 0.4446 LearningRate 0.0042 Epoch: 15 Global Step: 265700 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:02,061-Speed 3271.43 samples/sec Loss 0.4383 LearningRate 0.0042 Epoch: 15 Global Step: 265710 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:05,134-Speed 3332.13 samples/sec Loss 0.4380 LearningRate 0.0042 Epoch: 15 Global Step: 265720 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:08,202-Speed 3338.73 samples/sec Loss 0.4608 LearningRate 0.0042 Epoch: 15 Global Step: 265730 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:11,269-Speed 3339.70 samples/sec Loss 0.4274 LearningRate 0.0042 Epoch: 15 Global Step: 265740 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:14,333-Speed 3343.46 samples/sec Loss 0.4161 LearningRate 0.0042 Epoch: 15 Global Step: 265750 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:17,400-Speed 3338.79 samples/sec Loss 0.4217 LearningRate 0.0042 Epoch: 15 Global Step: 265760 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:20,491-Speed 3314.27 samples/sec Loss 0.4283 LearningRate 0.0042 Epoch: 15 Global Step: 265770 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:23,612-Speed 3281.37 samples/sec Loss 0.4272 LearningRate 0.0042 Epoch: 15 Global Step: 265780 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:26,746-Speed 3268.38 samples/sec Loss 0.4568 LearningRate 0.0042 Epoch: 15 Global Step: 265790 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:29,815-Speed 3337.32 samples/sec Loss 0.4398 LearningRate 0.0042 Epoch: 15 Global Step: 265800 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:32,885-Speed 3336.00 samples/sec Loss 0.4302 LearningRate 0.0042 Epoch: 15 Global Step: 265810 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:35,948-Speed 3344.62 samples/sec Loss 0.4136 LearningRate 0.0041 Epoch: 15 Global Step: 265820 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:39,081-Speed 3269.18 samples/sec Loss 0.4425 LearningRate 0.0041 Epoch: 15 Global Step: 265830 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:42,185-Speed 3300.10 samples/sec Loss 0.4367 LearningRate 0.0041 Epoch: 15 Global Step: 265840 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:45,249-Speed 3342.69 samples/sec Loss 0.4320 LearningRate 0.0041 Epoch: 15 Global Step: 265850 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:48,310-Speed 3345.39 samples/sec Loss 0.4522 LearningRate 0.0041 Epoch: 15 Global Step: 265860 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:51,392-Speed 3323.72 samples/sec Loss 0.4511 LearningRate 0.0041 Epoch: 15 Global Step: 265870 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:21:54,452-Speed 3347.17 samples/sec Loss 0.4167 LearningRate 0.0041 Epoch: 15 Global Step: 265880 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:21:57,513-Speed 3345.18 samples/sec Loss 0.4235 LearningRate 0.0041 Epoch: 15 Global Step: 265890 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:00,608-Speed 3309.96 samples/sec Loss 0.4688 LearningRate 0.0041 Epoch: 15 Global Step: 265900 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:03,771-Speed 3237.71 samples/sec Loss 0.4481 LearningRate 0.0041 Epoch: 15 Global Step: 265910 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:06,834-Speed 3345.07 samples/sec Loss 0.4415 LearningRate 0.0041 Epoch: 15 Global Step: 265920 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:09,934-Speed 3303.64 samples/sec Loss 0.4509 LearningRate 0.0041 Epoch: 15 Global Step: 265930 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:13,035-Speed 3302.75 samples/sec Loss 0.4384 LearningRate 0.0041 Epoch: 15 Global Step: 265940 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:16,098-Speed 3343.83 samples/sec Loss 0.4493 LearningRate 0.0041 Epoch: 15 Global Step: 265950 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:19,180-Speed 3322.87 samples/sec Loss 0.4420 LearningRate 0.0041 Epoch: 15 Global Step: 265960 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:22,258-Speed 3327.38 samples/sec Loss 0.4292 LearningRate 0.0041 Epoch: 15 Global Step: 265970 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:25,335-Speed 3328.75 samples/sec Loss 0.4256 LearningRate 0.0041 Epoch: 15 Global Step: 265980 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:22:28,385-Speed 3358.27 samples/sec Loss 0.4051 LearningRate 0.0041 Epoch: 15 Global Step: 265990 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:22:31,457-Speed 3334.88 samples/sec Loss 0.4278 LearningRate 0.0041 Epoch: 15 Global Step: 266000 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:23:15,793-[lfw][266000]XNorm: 21.736719 Training: 2022-04-12 03:23:15,793-[lfw][266000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 03:23:15,794-[lfw][266000]Accuracy-Highest: 0.99817 Training: 2022-04-12 03:24:07,268-[cfp_fp][266000]XNorm: 23.034383 Training: 2022-04-12 03:24:07,269-[cfp_fp][266000]Accuracy-Flip: 0.99057+-0.00453 Training: 2022-04-12 03:24:07,269-[cfp_fp][266000]Accuracy-Highest: 0.99186 Training: 2022-04-12 03:24:51,495-[agedb_30][266000]XNorm: 23.315120 Training: 2022-04-12 03:24:51,495-[agedb_30][266000]Accuracy-Flip: 0.98333+-0.00619 Training: 2022-04-12 03:24:51,496-[agedb_30][266000]Accuracy-Highest: 0.98650 Training: 2022-04-12 03:24:54,568-Speed 71.55 samples/sec Loss 0.4420 LearningRate 0.0041 Epoch: 15 Global Step: 266010 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:24:57,633-Speed 3343.04 samples/sec Loss 0.4368 LearningRate 0.0041 Epoch: 15 Global Step: 266020 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:00,705-Speed 3333.49 samples/sec Loss 0.4286 LearningRate 0.0041 Epoch: 15 Global Step: 266030 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:03,751-Speed 3363.03 samples/sec Loss 0.4582 LearningRate 0.0041 Epoch: 15 Global Step: 266040 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:06,837-Speed 3318.27 samples/sec Loss 0.4264 LearningRate 0.0041 Epoch: 15 Global Step: 266050 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:09,893-Speed 3351.98 samples/sec Loss 0.4107 LearningRate 0.0041 Epoch: 15 Global Step: 266060 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:13,024-Speed 3270.98 samples/sec Loss 0.4305 LearningRate 0.0041 Epoch: 15 Global Step: 266070 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:16,169-Speed 3256.99 samples/sec Loss 0.4009 LearningRate 0.0041 Epoch: 15 Global Step: 266080 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:19,296-Speed 3275.52 samples/sec Loss 0.4364 LearningRate 0.0041 Epoch: 15 Global Step: 266090 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:25:22,388-Speed 3312.22 samples/sec Loss 0.4646 LearningRate 0.0041 Epoch: 15 Global Step: 266100 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:25:25,461-Speed 3332.95 samples/sec Loss 0.4134 LearningRate 0.0041 Epoch: 15 Global Step: 266110 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:25:28,588-Speed 3275.32 samples/sec Loss 0.4215 LearningRate 0.0041 Epoch: 15 Global Step: 266120 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:25:31,658-Speed 3336.81 samples/sec Loss 0.4481 LearningRate 0.0041 Epoch: 15 Global Step: 266130 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:25:34,796-Speed 3264.28 samples/sec Loss 0.4279 LearningRate 0.0041 Epoch: 15 Global Step: 266140 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:25:37,909-Speed 3289.82 samples/sec Loss 0.3975 LearningRate 0.0041 Epoch: 15 Global Step: 266150 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:25:40,994-Speed 3319.75 samples/sec Loss 0.4273 LearningRate 0.0041 Epoch: 15 Global Step: 266160 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:44,196-Speed 3198.45 samples/sec Loss 0.4329 LearningRate 0.0041 Epoch: 15 Global Step: 266170 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:47,268-Speed 3334.65 samples/sec Loss 0.4231 LearningRate 0.0041 Epoch: 15 Global Step: 266180 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:50,336-Speed 3340.97 samples/sec Loss 0.4030 LearningRate 0.0041 Epoch: 15 Global Step: 266190 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:53,399-Speed 3343.67 samples/sec Loss 0.4196 LearningRate 0.0041 Epoch: 15 Global Step: 266200 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:56,458-Speed 3349.12 samples/sec Loss 0.4410 LearningRate 0.0041 Epoch: 15 Global Step: 266210 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:25:59,626-Speed 3232.93 samples/sec Loss 0.4617 LearningRate 0.0041 Epoch: 15 Global Step: 266220 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:02,743-Speed 3286.18 samples/sec Loss 0.4178 LearningRate 0.0041 Epoch: 15 Global Step: 266230 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:05,896-Speed 3247.81 samples/sec Loss 0.4187 LearningRate 0.0041 Epoch: 15 Global Step: 266240 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:08,961-Speed 3341.94 samples/sec Loss 0.4230 LearningRate 0.0041 Epoch: 15 Global Step: 266250 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:12,039-Speed 3326.85 samples/sec Loss 0.4222 LearningRate 0.0041 Epoch: 15 Global Step: 266260 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:26:15,132-Speed 3311.66 samples/sec Loss 0.4355 LearningRate 0.0041 Epoch: 15 Global Step: 266270 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:26:18,268-Speed 3265.99 samples/sec Loss 0.4348 LearningRate 0.0041 Epoch: 15 Global Step: 266280 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:26:21,336-Speed 3338.75 samples/sec Loss 0.4326 LearningRate 0.0041 Epoch: 15 Global Step: 266290 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:26:24,388-Speed 3356.44 samples/sec Loss 0.4568 LearningRate 0.0041 Epoch: 15 Global Step: 266300 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:27,449-Speed 3345.86 samples/sec Loss 0.4288 LearningRate 0.0041 Epoch: 15 Global Step: 266310 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:30,507-Speed 3348.76 samples/sec Loss 0.4142 LearningRate 0.0041 Epoch: 15 Global Step: 266320 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:33,576-Speed 3337.84 samples/sec Loss 0.4129 LearningRate 0.0041 Epoch: 15 Global Step: 266330 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:36,679-Speed 3300.23 samples/sec Loss 0.4322 LearningRate 0.0041 Epoch: 15 Global Step: 266340 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:39,748-Speed 3337.47 samples/sec Loss 0.4350 LearningRate 0.0041 Epoch: 15 Global Step: 266350 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:42,816-Speed 3338.47 samples/sec Loss 0.4122 LearningRate 0.0041 Epoch: 15 Global Step: 266360 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:45,884-Speed 3338.23 samples/sec Loss 0.4192 LearningRate 0.0041 Epoch: 15 Global Step: 266370 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:49,105-Speed 3180.03 samples/sec Loss 0.4246 LearningRate 0.0041 Epoch: 15 Global Step: 266380 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:52,163-Speed 3350.04 samples/sec Loss 0.4454 LearningRate 0.0041 Epoch: 15 Global Step: 266390 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:26:55,221-Speed 3349.33 samples/sec Loss 0.4429 LearningRate 0.0041 Epoch: 15 Global Step: 266400 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:26:58,306-Speed 3319.59 samples/sec Loss 0.4484 LearningRate 0.0041 Epoch: 15 Global Step: 266410 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:01,376-Speed 3336.80 samples/sec Loss 0.4466 LearningRate 0.0041 Epoch: 15 Global Step: 266420 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:04,438-Speed 3344.57 samples/sec Loss 0.4492 LearningRate 0.0041 Epoch: 15 Global Step: 266430 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:07,494-Speed 3351.51 samples/sec Loss 0.4322 LearningRate 0.0041 Epoch: 15 Global Step: 266440 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:10,628-Speed 3268.42 samples/sec Loss 0.4371 LearningRate 0.0041 Epoch: 15 Global Step: 266450 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:13,696-Speed 3337.70 samples/sec Loss 0.4157 LearningRate 0.0041 Epoch: 15 Global Step: 266460 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:16,772-Speed 3330.64 samples/sec Loss 0.4350 LearningRate 0.0041 Epoch: 15 Global Step: 266470 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:19,853-Speed 3324.77 samples/sec Loss 0.4520 LearningRate 0.0041 Epoch: 15 Global Step: 266480 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:22,917-Speed 3341.81 samples/sec Loss 0.4498 LearningRate 0.0041 Epoch: 15 Global Step: 266490 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:25,990-Speed 3333.38 samples/sec Loss 0.4370 LearningRate 0.0041 Epoch: 15 Global Step: 266500 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:27:29,051-Speed 3346.01 samples/sec Loss 0.4291 LearningRate 0.0041 Epoch: 15 Global Step: 266510 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:32,148-Speed 3307.57 samples/sec Loss 0.4563 LearningRate 0.0041 Epoch: 15 Global Step: 266520 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:35,210-Speed 3344.73 samples/sec Loss 0.4424 LearningRate 0.0041 Epoch: 15 Global Step: 266530 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:38,276-Speed 3340.06 samples/sec Loss 0.4388 LearningRate 0.0041 Epoch: 15 Global Step: 266540 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:41,335-Speed 3348.62 samples/sec Loss 0.4514 LearningRate 0.0041 Epoch: 15 Global Step: 266550 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:44,418-Speed 3322.42 samples/sec Loss 0.4396 LearningRate 0.0041 Epoch: 15 Global Step: 266560 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:47,475-Speed 3350.37 samples/sec Loss 0.4422 LearningRate 0.0041 Epoch: 15 Global Step: 266570 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:27:50,524-Speed 3359.67 samples/sec Loss 0.4470 LearningRate 0.0041 Epoch: 15 Global Step: 266580 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:27:53,583-Speed 3348.18 samples/sec Loss 0.4443 LearningRate 0.0041 Epoch: 15 Global Step: 266590 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:27:56,641-Speed 3349.73 samples/sec Loss 0.4256 LearningRate 0.0041 Epoch: 15 Global Step: 266600 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:27:59,711-Speed 3336.44 samples/sec Loss 0.4278 LearningRate 0.0041 Epoch: 15 Global Step: 266610 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:02,778-Speed 3339.61 samples/sec Loss 0.4621 LearningRate 0.0041 Epoch: 15 Global Step: 266620 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:05,837-Speed 3347.19 samples/sec Loss 0.4249 LearningRate 0.0041 Epoch: 15 Global Step: 266630 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:08,915-Speed 3327.57 samples/sec Loss 0.4450 LearningRate 0.0041 Epoch: 15 Global Step: 266640 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:11,986-Speed 3336.02 samples/sec Loss 0.4495 LearningRate 0.0040 Epoch: 15 Global Step: 266650 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:15,142-Speed 3244.88 samples/sec Loss 0.4247 LearningRate 0.0040 Epoch: 15 Global Step: 266660 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:18,214-Speed 3334.39 samples/sec Loss 0.4221 LearningRate 0.0040 Epoch: 15 Global Step: 266670 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:21,281-Speed 3339.19 samples/sec Loss 0.4430 LearningRate 0.0040 Epoch: 15 Global Step: 266680 Fp16 Grad Scale: 32768 Required: 7 hours Training: 2022-04-12 03:28:24,385-Speed 3300.26 samples/sec Loss 0.4545 LearningRate 0.0040 Epoch: 15 Global Step: 266690 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:27,451-Speed 3340.71 samples/sec Loss 0.4300 LearningRate 0.0040 Epoch: 15 Global Step: 266700 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:30,625-Speed 3227.04 samples/sec Loss 0.3956 LearningRate 0.0040 Epoch: 15 Global Step: 266710 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:33,694-Speed 3337.05 samples/sec Loss 0.4759 LearningRate 0.0040 Epoch: 15 Global Step: 266720 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:36,804-Speed 3293.51 samples/sec Loss 0.4416 LearningRate 0.0040 Epoch: 15 Global Step: 266730 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:39,866-Speed 3344.46 samples/sec Loss 0.4428 LearningRate 0.0040 Epoch: 15 Global Step: 266740 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:42,946-Speed 3325.55 samples/sec Loss 0.4260 LearningRate 0.0040 Epoch: 15 Global Step: 266750 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:46,032-Speed 3319.36 samples/sec Loss 0.4255 LearningRate 0.0040 Epoch: 15 Global Step: 266760 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:49,104-Speed 3334.71 samples/sec Loss 0.4507 LearningRate 0.0040 Epoch: 15 Global Step: 266770 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:52,182-Speed 3327.00 samples/sec Loss 0.4415 LearningRate 0.0040 Epoch: 15 Global Step: 266780 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:28:55,275-Speed 3311.16 samples/sec Loss 0.4390 LearningRate 0.0040 Epoch: 15 Global Step: 266790 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:28:58,431-Speed 3245.15 samples/sec Loss 0.4406 LearningRate 0.0040 Epoch: 15 Global Step: 266800 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:01,564-Speed 3269.83 samples/sec Loss 0.4170 LearningRate 0.0040 Epoch: 15 Global Step: 266810 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:04,639-Speed 3330.92 samples/sec Loss 0.4372 LearningRate 0.0040 Epoch: 15 Global Step: 266820 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:07,709-Speed 3336.04 samples/sec Loss 0.4433 LearningRate 0.0040 Epoch: 15 Global Step: 266830 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:10,790-Speed 3324.56 samples/sec Loss 0.4307 LearningRate 0.0040 Epoch: 15 Global Step: 266840 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:13,859-Speed 3337.72 samples/sec Loss 0.4474 LearningRate 0.0040 Epoch: 15 Global Step: 266850 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:16,930-Speed 3334.46 samples/sec Loss 0.4597 LearningRate 0.0040 Epoch: 15 Global Step: 266860 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:20,078-Speed 3253.87 samples/sec Loss 0.4445 LearningRate 0.0040 Epoch: 15 Global Step: 266870 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:23,166-Speed 3316.86 samples/sec Loss 0.4366 LearningRate 0.0040 Epoch: 15 Global Step: 266880 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:26,348-Speed 3218.59 samples/sec Loss 0.4174 LearningRate 0.0040 Epoch: 15 Global Step: 266890 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:29,467-Speed 3283.51 samples/sec Loss 0.4307 LearningRate 0.0040 Epoch: 15 Global Step: 266900 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:32,530-Speed 3344.54 samples/sec Loss 0.4317 LearningRate 0.0040 Epoch: 15 Global Step: 266910 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:29:35,773-Speed 3158.28 samples/sec Loss 0.4199 LearningRate 0.0040 Epoch: 15 Global Step: 266920 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:38,862-Speed 3316.10 samples/sec Loss 0.4108 LearningRate 0.0040 Epoch: 15 Global Step: 266930 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:42,018-Speed 3245.10 samples/sec Loss 0.4237 LearningRate 0.0040 Epoch: 15 Global Step: 266940 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:45,081-Speed 3343.31 samples/sec Loss 0.4515 LearningRate 0.0040 Epoch: 15 Global Step: 266950 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:48,197-Speed 3287.11 samples/sec Loss 0.4451 LearningRate 0.0040 Epoch: 15 Global Step: 266960 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:51,268-Speed 3334.89 samples/sec Loss 0.4510 LearningRate 0.0040 Epoch: 15 Global Step: 266970 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:54,360-Speed 3312.53 samples/sec Loss 0.4288 LearningRate 0.0040 Epoch: 15 Global Step: 266980 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:29:57,450-Speed 3315.75 samples/sec Loss 0.4508 LearningRate 0.0040 Epoch: 15 Global Step: 266990 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:00,514-Speed 3341.79 samples/sec Loss 0.4304 LearningRate 0.0040 Epoch: 15 Global Step: 267000 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:03,588-Speed 3332.94 samples/sec Loss 0.4431 LearningRate 0.0040 Epoch: 15 Global Step: 267010 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:06,648-Speed 3347.10 samples/sec Loss 0.4420 LearningRate 0.0040 Epoch: 15 Global Step: 267020 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:09,731-Speed 3321.94 samples/sec Loss 0.4484 LearningRate 0.0040 Epoch: 15 Global Step: 267030 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:12,799-Speed 3338.36 samples/sec Loss 0.4180 LearningRate 0.0040 Epoch: 15 Global Step: 267040 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:16,146-Speed 3059.94 samples/sec Loss 0.4582 LearningRate 0.0040 Epoch: 15 Global Step: 267050 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:51,175-Speed 292.35 samples/sec Loss 0.3554 LearningRate 0.0040 Epoch: 16 Global Step: 267060 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:54,571-Speed 3015.72 samples/sec Loss 0.2452 LearningRate 0.0040 Epoch: 16 Global Step: 267070 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:30:57,769-Speed 3203.51 samples/sec Loss 0.2460 LearningRate 0.0040 Epoch: 16 Global Step: 267080 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:00,840-Speed 3334.56 samples/sec Loss 0.2574 LearningRate 0.0040 Epoch: 16 Global Step: 267090 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:03,897-Speed 3350.49 samples/sec Loss 0.2450 LearningRate 0.0040 Epoch: 16 Global Step: 267100 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:07,024-Speed 3275.61 samples/sec Loss 0.2424 LearningRate 0.0040 Epoch: 16 Global Step: 267110 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:10,246-Speed 3179.07 samples/sec Loss 0.2507 LearningRate 0.0040 Epoch: 16 Global Step: 267120 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:13,296-Speed 3358.04 samples/sec Loss 0.2732 LearningRate 0.0040 Epoch: 16 Global Step: 267130 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:16,381-Speed 3319.96 samples/sec Loss 0.2564 LearningRate 0.0040 Epoch: 16 Global Step: 267140 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:19,480-Speed 3305.21 samples/sec Loss 0.2513 LearningRate 0.0040 Epoch: 16 Global Step: 267150 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:22,556-Speed 3330.31 samples/sec Loss 0.2478 LearningRate 0.0040 Epoch: 16 Global Step: 267160 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:25,753-Speed 3203.83 samples/sec Loss 0.2621 LearningRate 0.0040 Epoch: 16 Global Step: 267170 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:28,868-Speed 3288.29 samples/sec Loss 0.2410 LearningRate 0.0040 Epoch: 16 Global Step: 267180 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:32,026-Speed 3243.05 samples/sec Loss 0.2362 LearningRate 0.0040 Epoch: 16 Global Step: 267190 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:35,134-Speed 3295.60 samples/sec Loss 0.2448 LearningRate 0.0040 Epoch: 16 Global Step: 267200 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:38,197-Speed 3343.74 samples/sec Loss 0.2414 LearningRate 0.0040 Epoch: 16 Global Step: 267210 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:41,291-Speed 3310.93 samples/sec Loss 0.2300 LearningRate 0.0040 Epoch: 16 Global Step: 267220 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:31:44,369-Speed 3327.09 samples/sec Loss 0.2573 LearningRate 0.0040 Epoch: 16 Global Step: 267230 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:47,436-Speed 3340.14 samples/sec Loss 0.2212 LearningRate 0.0040 Epoch: 16 Global Step: 267240 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:50,516-Speed 3324.69 samples/sec Loss 0.2442 LearningRate 0.0040 Epoch: 16 Global Step: 267250 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:53,600-Speed 3321.92 samples/sec Loss 0.2454 LearningRate 0.0040 Epoch: 16 Global Step: 267260 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:31:56,972-Speed 3036.94 samples/sec Loss 0.2367 LearningRate 0.0040 Epoch: 16 Global Step: 267270 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:00,229-Speed 3145.21 samples/sec Loss 0.2347 LearningRate 0.0040 Epoch: 16 Global Step: 267280 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:03,940-Speed 2759.38 samples/sec Loss 0.2348 LearningRate 0.0040 Epoch: 16 Global Step: 267290 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:07,022-Speed 3324.47 samples/sec Loss 0.2367 LearningRate 0.0040 Epoch: 16 Global Step: 267300 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:10,161-Speed 3262.50 samples/sec Loss 0.2423 LearningRate 0.0040 Epoch: 16 Global Step: 267310 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:13,281-Speed 3283.15 samples/sec Loss 0.2338 LearningRate 0.0040 Epoch: 16 Global Step: 267320 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:16,352-Speed 3335.06 samples/sec Loss 0.2328 LearningRate 0.0040 Epoch: 16 Global Step: 267330 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:32:19,422-Speed 3336.36 samples/sec Loss 0.2447 LearningRate 0.0040 Epoch: 16 Global Step: 267340 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:22,529-Speed 3296.53 samples/sec Loss 0.2602 LearningRate 0.0040 Epoch: 16 Global Step: 267350 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:25,628-Speed 3305.65 samples/sec Loss 0.2459 LearningRate 0.0040 Epoch: 16 Global Step: 267360 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:28,773-Speed 3256.26 samples/sec Loss 0.2398 LearningRate 0.0040 Epoch: 16 Global Step: 267370 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:31,993-Speed 3181.16 samples/sec Loss 0.2485 LearningRate 0.0040 Epoch: 16 Global Step: 267380 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:35,147-Speed 3246.80 samples/sec Loss 0.2432 LearningRate 0.0040 Epoch: 16 Global Step: 267390 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:32:38,242-Speed 3309.45 samples/sec Loss 0.2413 LearningRate 0.0040 Epoch: 16 Global Step: 267400 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:32:41,316-Speed 3332.86 samples/sec Loss 0.2539 LearningRate 0.0040 Epoch: 16 Global Step: 267410 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:32:44,391-Speed 3330.55 samples/sec Loss 0.2661 LearningRate 0.0040 Epoch: 16 Global Step: 267420 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:32:47,470-Speed 3325.92 samples/sec Loss 0.2661 LearningRate 0.0040 Epoch: 16 Global Step: 267430 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:32:50,542-Speed 3334.44 samples/sec Loss 0.2362 LearningRate 0.0040 Epoch: 16 Global Step: 267440 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:32:53,613-Speed 3335.37 samples/sec Loss 0.2224 LearningRate 0.0040 Epoch: 16 Global Step: 267450 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:32:56,677-Speed 3343.11 samples/sec Loss 0.2505 LearningRate 0.0040 Epoch: 16 Global Step: 267460 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:32:59,746-Speed 3337.32 samples/sec Loss 0.2205 LearningRate 0.0040 Epoch: 16 Global Step: 267470 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:33:02,890-Speed 3258.06 samples/sec Loss 0.2447 LearningRate 0.0039 Epoch: 16 Global Step: 267480 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:33:06,011-Speed 3281.55 samples/sec Loss 0.2411 LearningRate 0.0039 Epoch: 16 Global Step: 267490 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:33:09,080-Speed 3337.18 samples/sec Loss 0.2590 LearningRate 0.0039 Epoch: 16 Global Step: 267500 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:12,150-Speed 3336.19 samples/sec Loss 0.2664 LearningRate 0.0039 Epoch: 16 Global Step: 267510 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:15,217-Speed 3339.94 samples/sec Loss 0.2346 LearningRate 0.0039 Epoch: 16 Global Step: 267520 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:18,280-Speed 3343.41 samples/sec Loss 0.2434 LearningRate 0.0039 Epoch: 16 Global Step: 267530 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:21,344-Speed 3343.23 samples/sec Loss 0.2451 LearningRate 0.0039 Epoch: 16 Global Step: 267540 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:24,413-Speed 3337.41 samples/sec Loss 0.2423 LearningRate 0.0039 Epoch: 16 Global Step: 267550 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:27,484-Speed 3335.92 samples/sec Loss 0.2612 LearningRate 0.0039 Epoch: 16 Global Step: 267560 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:30,550-Speed 3340.13 samples/sec Loss 0.2364 LearningRate 0.0039 Epoch: 16 Global Step: 267570 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:33,622-Speed 3334.11 samples/sec Loss 0.2386 LearningRate 0.0039 Epoch: 16 Global Step: 267580 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:36,694-Speed 3334.12 samples/sec Loss 0.2276 LearningRate 0.0039 Epoch: 16 Global Step: 267590 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:39,774-Speed 3325.03 samples/sec Loss 0.2559 LearningRate 0.0039 Epoch: 16 Global Step: 267600 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:33:42,841-Speed 3340.18 samples/sec Loss 0.2447 LearningRate 0.0039 Epoch: 16 Global Step: 267610 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:45,937-Speed 3307.70 samples/sec Loss 0.2481 LearningRate 0.0039 Epoch: 16 Global Step: 267620 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:49,061-Speed 3278.69 samples/sec Loss 0.2512 LearningRate 0.0039 Epoch: 16 Global Step: 267630 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:52,194-Speed 3270.03 samples/sec Loss 0.2638 LearningRate 0.0039 Epoch: 16 Global Step: 267640 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:55,261-Speed 3339.21 samples/sec Loss 0.2643 LearningRate 0.0039 Epoch: 16 Global Step: 267650 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:33:58,348-Speed 3317.43 samples/sec Loss 0.2451 LearningRate 0.0039 Epoch: 16 Global Step: 267660 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:01,427-Speed 3326.64 samples/sec Loss 0.2502 LearningRate 0.0039 Epoch: 16 Global Step: 267670 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:04,506-Speed 3326.46 samples/sec Loss 0.2734 LearningRate 0.0039 Epoch: 16 Global Step: 267680 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:07,571-Speed 3341.40 samples/sec Loss 0.2338 LearningRate 0.0039 Epoch: 16 Global Step: 267690 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:10,670-Speed 3305.82 samples/sec Loss 0.2533 LearningRate 0.0039 Epoch: 16 Global Step: 267700 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:13,732-Speed 3343.87 samples/sec Loss 0.2197 LearningRate 0.0039 Epoch: 16 Global Step: 267710 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:16,814-Speed 3323.71 samples/sec Loss 0.2414 LearningRate 0.0039 Epoch: 16 Global Step: 267720 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:19,885-Speed 3335.87 samples/sec Loss 0.2408 LearningRate 0.0039 Epoch: 16 Global Step: 267730 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:22,959-Speed 3331.80 samples/sec Loss 0.2397 LearningRate 0.0039 Epoch: 16 Global Step: 267740 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:26,032-Speed 3333.19 samples/sec Loss 0.2365 LearningRate 0.0039 Epoch: 16 Global Step: 267750 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:29,112-Speed 3325.25 samples/sec Loss 0.2442 LearningRate 0.0039 Epoch: 16 Global Step: 267760 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:32,180-Speed 3338.53 samples/sec Loss 0.2248 LearningRate 0.0039 Epoch: 16 Global Step: 267770 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:35,261-Speed 3323.90 samples/sec Loss 0.2322 LearningRate 0.0039 Epoch: 16 Global Step: 267780 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:38,360-Speed 3305.12 samples/sec Loss 0.2567 LearningRate 0.0039 Epoch: 16 Global Step: 267790 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:34:41,420-Speed 3347.48 samples/sec Loss 0.2450 LearningRate 0.0039 Epoch: 16 Global Step: 267800 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:34:44,499-Speed 3326.13 samples/sec Loss 0.2378 LearningRate 0.0039 Epoch: 16 Global Step: 267810 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:34:47,595-Speed 3308.03 samples/sec Loss 0.2419 LearningRate 0.0039 Epoch: 16 Global Step: 267820 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:34:50,670-Speed 3331.45 samples/sec Loss 0.2504 LearningRate 0.0039 Epoch: 16 Global Step: 267830 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:34:53,736-Speed 3340.83 samples/sec Loss 0.2379 LearningRate 0.0039 Epoch: 16 Global Step: 267840 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:34:56,848-Speed 3290.87 samples/sec Loss 0.2297 LearningRate 0.0039 Epoch: 16 Global Step: 267850 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:34:59,963-Speed 3288.25 samples/sec Loss 0.2563 LearningRate 0.0039 Epoch: 16 Global Step: 267860 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:03,057-Speed 3309.58 samples/sec Loss 0.2628 LearningRate 0.0039 Epoch: 16 Global Step: 267870 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:06,207-Speed 3252.15 samples/sec Loss 0.2194 LearningRate 0.0039 Epoch: 16 Global Step: 267880 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:09,319-Speed 3290.91 samples/sec Loss 0.2498 LearningRate 0.0039 Epoch: 16 Global Step: 267890 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:12,391-Speed 3333.99 samples/sec Loss 0.2298 LearningRate 0.0039 Epoch: 16 Global Step: 267900 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:35:15,463-Speed 3334.26 samples/sec Loss 0.2478 LearningRate 0.0039 Epoch: 16 Global Step: 267910 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:35:18,598-Speed 3267.55 samples/sec Loss 0.2463 LearningRate 0.0039 Epoch: 16 Global Step: 267920 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:35:21,778-Speed 3220.33 samples/sec Loss 0.2498 LearningRate 0.0039 Epoch: 16 Global Step: 267930 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:24,941-Speed 3238.75 samples/sec Loss 0.2367 LearningRate 0.0039 Epoch: 16 Global Step: 267940 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:28,041-Speed 3303.12 samples/sec Loss 0.2378 LearningRate 0.0039 Epoch: 16 Global Step: 267950 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:31,145-Speed 3300.34 samples/sec Loss 0.2552 LearningRate 0.0039 Epoch: 16 Global Step: 267960 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:34,212-Speed 3339.31 samples/sec Loss 0.2450 LearningRate 0.0039 Epoch: 16 Global Step: 267970 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:37,301-Speed 3315.76 samples/sec Loss 0.2256 LearningRate 0.0039 Epoch: 16 Global Step: 267980 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:42,008-Speed 2175.87 samples/sec Loss 0.2433 LearningRate 0.0039 Epoch: 16 Global Step: 267990 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:35:45,115-Speed 3296.94 samples/sec Loss 0.2358 LearningRate 0.0039 Epoch: 16 Global Step: 268000 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:36:29,199-[lfw][268000]XNorm: 21.128086 Training: 2022-04-12 03:36:29,200-[lfw][268000]Accuracy-Flip: 0.99767+-0.00200 Training: 2022-04-12 03:36:29,201-[lfw][268000]Accuracy-Highest: 0.99817 Training: 2022-04-12 03:37:20,459-[cfp_fp][268000]XNorm: 22.424664 Training: 2022-04-12 03:37:20,460-[cfp_fp][268000]Accuracy-Flip: 0.99171+-0.00442 Training: 2022-04-12 03:37:20,460-[cfp_fp][268000]Accuracy-Highest: 0.99186 Training: 2022-04-12 03:38:04,539-[agedb_30][268000]XNorm: 22.934307 Training: 2022-04-12 03:38:04,539-[agedb_30][268000]Accuracy-Flip: 0.98433+-0.00564 Training: 2022-04-12 03:38:04,540-[agedb_30][268000]Accuracy-Highest: 0.98650 Training: 2022-04-12 03:38:07,639-Speed 71.85 samples/sec Loss 0.2757 LearningRate 0.0039 Epoch: 16 Global Step: 268010 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:38:14,417-Speed 1510.85 samples/sec Loss 0.2634 LearningRate 0.0039 Epoch: 16 Global Step: 268020 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:38:17,514-Speed 3307.09 samples/sec Loss 0.2617 LearningRate 0.0039 Epoch: 16 Global Step: 268030 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:20,594-Speed 3325.15 samples/sec Loss 0.2424 LearningRate 0.0039 Epoch: 16 Global Step: 268040 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:23,650-Speed 3351.84 samples/sec Loss 0.2449 LearningRate 0.0039 Epoch: 16 Global Step: 268050 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:26,725-Speed 3330.41 samples/sec Loss 0.2374 LearningRate 0.0039 Epoch: 16 Global Step: 268060 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:29,870-Speed 3257.00 samples/sec Loss 0.2444 LearningRate 0.0039 Epoch: 16 Global Step: 268070 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:32,977-Speed 3296.69 samples/sec Loss 0.2416 LearningRate 0.0039 Epoch: 16 Global Step: 268080 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:36,094-Speed 3285.53 samples/sec Loss 0.2377 LearningRate 0.0039 Epoch: 16 Global Step: 268090 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:39,168-Speed 3332.11 samples/sec Loss 0.2505 LearningRate 0.0039 Epoch: 16 Global Step: 268100 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:42,237-Speed 3337.11 samples/sec Loss 0.2509 LearningRate 0.0039 Epoch: 16 Global Step: 268110 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:45,307-Speed 3336.66 samples/sec Loss 0.2327 LearningRate 0.0039 Epoch: 16 Global Step: 268120 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:48,363-Speed 3350.93 samples/sec Loss 0.2351 LearningRate 0.0039 Epoch: 16 Global Step: 268130 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:51,445-Speed 3323.84 samples/sec Loss 0.2458 LearningRate 0.0039 Epoch: 16 Global Step: 268140 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:54,589-Speed 3257.33 samples/sec Loss 0.2389 LearningRate 0.0039 Epoch: 16 Global Step: 268150 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:38:57,668-Speed 3327.02 samples/sec Loss 0.2556 LearningRate 0.0039 Epoch: 16 Global Step: 268160 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:00,773-Speed 3298.68 samples/sec Loss 0.2728 LearningRate 0.0039 Epoch: 16 Global Step: 268170 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:03,844-Speed 3335.57 samples/sec Loss 0.2394 LearningRate 0.0039 Epoch: 16 Global Step: 268180 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:06,965-Speed 3281.46 samples/sec Loss 0.2403 LearningRate 0.0039 Epoch: 16 Global Step: 268190 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:10,082-Speed 3286.19 samples/sec Loss 0.2453 LearningRate 0.0039 Epoch: 16 Global Step: 268200 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:13,167-Speed 3319.73 samples/sec Loss 0.2386 LearningRate 0.0039 Epoch: 16 Global Step: 268210 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:16,244-Speed 3328.90 samples/sec Loss 0.2528 LearningRate 0.0039 Epoch: 16 Global Step: 268220 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:19,354-Speed 3292.81 samples/sec Loss 0.2445 LearningRate 0.0039 Epoch: 16 Global Step: 268230 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:22,456-Speed 3301.80 samples/sec Loss 0.2425 LearningRate 0.0039 Epoch: 16 Global Step: 268240 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:25,585-Speed 3272.67 samples/sec Loss 0.2442 LearningRate 0.0039 Epoch: 16 Global Step: 268250 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:28,685-Speed 3305.20 samples/sec Loss 0.2520 LearningRate 0.0039 Epoch: 16 Global Step: 268260 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:31,941-Speed 3145.24 samples/sec Loss 0.2606 LearningRate 0.0039 Epoch: 16 Global Step: 268270 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:39:35,158-Speed 3183.53 samples/sec Loss 0.2512 LearningRate 0.0039 Epoch: 16 Global Step: 268280 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:38,239-Speed 3324.07 samples/sec Loss 0.2550 LearningRate 0.0039 Epoch: 16 Global Step: 268290 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:41,328-Speed 3315.62 samples/sec Loss 0.2560 LearningRate 0.0039 Epoch: 16 Global Step: 268300 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:44,424-Speed 3308.20 samples/sec Loss 0.2407 LearningRate 0.0039 Epoch: 16 Global Step: 268310 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:47,492-Speed 3339.38 samples/sec Loss 0.2544 LearningRate 0.0038 Epoch: 16 Global Step: 268320 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:50,586-Speed 3310.04 samples/sec Loss 0.2393 LearningRate 0.0038 Epoch: 16 Global Step: 268330 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:53,705-Speed 3283.76 samples/sec Loss 0.2617 LearningRate 0.0038 Epoch: 16 Global Step: 268340 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:56,800-Speed 3309.12 samples/sec Loss 0.2537 LearningRate 0.0038 Epoch: 16 Global Step: 268350 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:39:59,871-Speed 3335.82 samples/sec Loss 0.2710 LearningRate 0.0038 Epoch: 16 Global Step: 268360 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:40:02,974-Speed 3300.58 samples/sec Loss 0.2487 LearningRate 0.0038 Epoch: 16 Global Step: 268370 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:40:06,106-Speed 3270.33 samples/sec Loss 0.2378 LearningRate 0.0038 Epoch: 16 Global Step: 268380 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:09,169-Speed 3343.39 samples/sec Loss 0.2489 LearningRate 0.0038 Epoch: 16 Global Step: 268390 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:12,250-Speed 3324.05 samples/sec Loss 0.2465 LearningRate 0.0038 Epoch: 16 Global Step: 268400 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:15,326-Speed 3330.16 samples/sec Loss 0.2691 LearningRate 0.0038 Epoch: 16 Global Step: 268410 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:18,429-Speed 3301.32 samples/sec Loss 0.2487 LearningRate 0.0038 Epoch: 16 Global Step: 268420 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:21,545-Speed 3286.97 samples/sec Loss 0.2655 LearningRate 0.0038 Epoch: 16 Global Step: 268430 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:24,606-Speed 3345.80 samples/sec Loss 0.2314 LearningRate 0.0038 Epoch: 16 Global Step: 268440 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:27,772-Speed 3235.82 samples/sec Loss 0.2559 LearningRate 0.0038 Epoch: 16 Global Step: 268450 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:30,844-Speed 3333.95 samples/sec Loss 0.2584 LearningRate 0.0038 Epoch: 16 Global Step: 268460 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:33,897-Speed 3354.13 samples/sec Loss 0.2441 LearningRate 0.0038 Epoch: 16 Global Step: 268470 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:36,970-Speed 3333.52 samples/sec Loss 0.2334 LearningRate 0.0038 Epoch: 16 Global Step: 268480 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:40:40,031-Speed 3346.23 samples/sec Loss 0.2528 LearningRate 0.0038 Epoch: 16 Global Step: 268490 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:43,104-Speed 3333.07 samples/sec Loss 0.2319 LearningRate 0.0038 Epoch: 16 Global Step: 268500 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:46,155-Speed 3356.44 samples/sec Loss 0.2615 LearningRate 0.0038 Epoch: 16 Global Step: 268510 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:49,284-Speed 3273.09 samples/sec Loss 0.2491 LearningRate 0.0038 Epoch: 16 Global Step: 268520 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:52,343-Speed 3348.22 samples/sec Loss 0.2569 LearningRate 0.0038 Epoch: 16 Global Step: 268530 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:55,402-Speed 3348.37 samples/sec Loss 0.2626 LearningRate 0.0038 Epoch: 16 Global Step: 268540 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:40:58,463-Speed 3347.08 samples/sec Loss 0.2501 LearningRate 0.0038 Epoch: 16 Global Step: 268550 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:01,514-Speed 3356.97 samples/sec Loss 0.2518 LearningRate 0.0038 Epoch: 16 Global Step: 268560 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:04,673-Speed 3241.72 samples/sec Loss 0.2432 LearningRate 0.0038 Epoch: 16 Global Step: 268570 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:07,745-Speed 3334.04 samples/sec Loss 0.2445 LearningRate 0.0038 Epoch: 16 Global Step: 268580 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:10,906-Speed 3239.73 samples/sec Loss 0.2495 LearningRate 0.0038 Epoch: 16 Global Step: 268590 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:41:13,962-Speed 3351.49 samples/sec Loss 0.2714 LearningRate 0.0038 Epoch: 16 Global Step: 268600 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:17,046-Speed 3321.18 samples/sec Loss 0.2402 LearningRate 0.0038 Epoch: 16 Global Step: 268610 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:20,187-Speed 3261.63 samples/sec Loss 0.2390 LearningRate 0.0038 Epoch: 16 Global Step: 268620 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:23,278-Speed 3313.82 samples/sec Loss 0.2703 LearningRate 0.0038 Epoch: 16 Global Step: 268630 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:26,342-Speed 3342.69 samples/sec Loss 0.2499 LearningRate 0.0038 Epoch: 16 Global Step: 268640 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:29,395-Speed 3354.93 samples/sec Loss 0.2488 LearningRate 0.0038 Epoch: 16 Global Step: 268650 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:41:32,449-Speed 3353.20 samples/sec Loss 0.2704 LearningRate 0.0038 Epoch: 16 Global Step: 268660 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:35,534-Speed 3320.42 samples/sec Loss 0.2471 LearningRate 0.0038 Epoch: 16 Global Step: 268670 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:38,597-Speed 3343.54 samples/sec Loss 0.2369 LearningRate 0.0038 Epoch: 16 Global Step: 268680 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:41,691-Speed 3309.92 samples/sec Loss 0.2578 LearningRate 0.0038 Epoch: 16 Global Step: 268690 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:44,773-Speed 3324.18 samples/sec Loss 0.2456 LearningRate 0.0038 Epoch: 16 Global Step: 268700 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:47,836-Speed 3344.21 samples/sec Loss 0.2433 LearningRate 0.0038 Epoch: 16 Global Step: 268710 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:50,921-Speed 3319.44 samples/sec Loss 0.2475 LearningRate 0.0038 Epoch: 16 Global Step: 268720 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:54,039-Speed 3284.42 samples/sec Loss 0.2442 LearningRate 0.0038 Epoch: 16 Global Step: 268730 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:41:57,098-Speed 3348.81 samples/sec Loss 0.2325 LearningRate 0.0038 Epoch: 16 Global Step: 268740 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:42:00,168-Speed 3336.56 samples/sec Loss 0.2415 LearningRate 0.0038 Epoch: 16 Global Step: 268750 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:42:03,224-Speed 3350.97 samples/sec Loss 0.2537 LearningRate 0.0038 Epoch: 16 Global Step: 268760 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:06,282-Speed 3349.26 samples/sec Loss 0.2466 LearningRate 0.0038 Epoch: 16 Global Step: 268770 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:09,354-Speed 3333.59 samples/sec Loss 0.2557 LearningRate 0.0038 Epoch: 16 Global Step: 268780 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:12,415-Speed 3347.14 samples/sec Loss 0.2349 LearningRate 0.0038 Epoch: 16 Global Step: 268790 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:15,478-Speed 3343.97 samples/sec Loss 0.2384 LearningRate 0.0038 Epoch: 16 Global Step: 268800 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:18,573-Speed 3309.16 samples/sec Loss 0.2561 LearningRate 0.0038 Epoch: 16 Global Step: 268810 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:21,644-Speed 3334.68 samples/sec Loss 0.2438 LearningRate 0.0038 Epoch: 16 Global Step: 268820 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:24,722-Speed 3327.96 samples/sec Loss 0.2423 LearningRate 0.0038 Epoch: 16 Global Step: 268830 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:27,811-Speed 3315.21 samples/sec Loss 0.2588 LearningRate 0.0038 Epoch: 16 Global Step: 268840 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:30,933-Speed 3280.28 samples/sec Loss 0.2425 LearningRate 0.0038 Epoch: 16 Global Step: 268850 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:34,013-Speed 3326.16 samples/sec Loss 0.2386 LearningRate 0.0038 Epoch: 16 Global Step: 268860 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:37,120-Speed 3296.36 samples/sec Loss 0.2487 LearningRate 0.0038 Epoch: 16 Global Step: 268870 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:40,197-Speed 3328.71 samples/sec Loss 0.2677 LearningRate 0.0038 Epoch: 16 Global Step: 268880 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:43,266-Speed 3337.79 samples/sec Loss 0.2419 LearningRate 0.0038 Epoch: 16 Global Step: 268890 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:46,358-Speed 3312.23 samples/sec Loss 0.2402 LearningRate 0.0038 Epoch: 16 Global Step: 268900 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:49,561-Speed 3198.34 samples/sec Loss 0.2681 LearningRate 0.0038 Epoch: 16 Global Step: 268910 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:42:52,616-Speed 3352.33 samples/sec Loss 0.2395 LearningRate 0.0038 Epoch: 16 Global Step: 268920 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:42:55,675-Speed 3348.18 samples/sec Loss 0.2555 LearningRate 0.0038 Epoch: 16 Global Step: 268930 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:42:58,742-Speed 3339.35 samples/sec Loss 0.2559 LearningRate 0.0038 Epoch: 16 Global Step: 268940 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:01,809-Speed 3339.07 samples/sec Loss 0.2505 LearningRate 0.0038 Epoch: 16 Global Step: 268950 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:04,868-Speed 3348.76 samples/sec Loss 0.2358 LearningRate 0.0038 Epoch: 16 Global Step: 268960 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:08,002-Speed 3268.17 samples/sec Loss 0.2438 LearningRate 0.0038 Epoch: 16 Global Step: 268970 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:11,111-Speed 3294.08 samples/sec Loss 0.2430 LearningRate 0.0038 Epoch: 16 Global Step: 268980 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:14,180-Speed 3337.98 samples/sec Loss 0.2702 LearningRate 0.0038 Epoch: 16 Global Step: 268990 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:17,248-Speed 3338.51 samples/sec Loss 0.2421 LearningRate 0.0038 Epoch: 16 Global Step: 269000 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:20,330-Speed 3322.25 samples/sec Loss 0.2622 LearningRate 0.0038 Epoch: 16 Global Step: 269010 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:43:23,478-Speed 3253.85 samples/sec Loss 0.2503 LearningRate 0.0038 Epoch: 16 Global Step: 269020 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:26,550-Speed 3333.78 samples/sec Loss 0.2535 LearningRate 0.0038 Epoch: 16 Global Step: 269030 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:29,766-Speed 3185.07 samples/sec Loss 0.2309 LearningRate 0.0038 Epoch: 16 Global Step: 269040 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:32,877-Speed 3292.88 samples/sec Loss 0.2530 LearningRate 0.0038 Epoch: 16 Global Step: 269050 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:35,959-Speed 3323.33 samples/sec Loss 0.2750 LearningRate 0.0038 Epoch: 16 Global Step: 269060 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:39,140-Speed 3219.50 samples/sec Loss 0.2419 LearningRate 0.0038 Epoch: 16 Global Step: 269070 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:42,267-Speed 3275.81 samples/sec Loss 0.2529 LearningRate 0.0038 Epoch: 16 Global Step: 269080 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:45,379-Speed 3290.32 samples/sec Loss 0.2464 LearningRate 0.0038 Epoch: 16 Global Step: 269090 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:48,458-Speed 3326.61 samples/sec Loss 0.2430 LearningRate 0.0038 Epoch: 16 Global Step: 269100 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:51,521-Speed 3343.86 samples/sec Loss 0.2543 LearningRate 0.0038 Epoch: 16 Global Step: 269110 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:43:54,615-Speed 3310.18 samples/sec Loss 0.2472 LearningRate 0.0038 Epoch: 16 Global Step: 269120 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:43:57,688-Speed 3333.57 samples/sec Loss 0.2465 LearningRate 0.0038 Epoch: 16 Global Step: 269130 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:44:00,746-Speed 3349.90 samples/sec Loss 0.2617 LearningRate 0.0038 Epoch: 16 Global Step: 269140 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:03,811-Speed 3341.63 samples/sec Loss 0.2519 LearningRate 0.0038 Epoch: 16 Global Step: 269150 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:06,897-Speed 3319.24 samples/sec Loss 0.2673 LearningRate 0.0038 Epoch: 16 Global Step: 269160 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:09,970-Speed 3332.69 samples/sec Loss 0.2499 LearningRate 0.0038 Epoch: 16 Global Step: 269170 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:13,052-Speed 3323.25 samples/sec Loss 0.2387 LearningRate 0.0037 Epoch: 16 Global Step: 269180 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:16,128-Speed 3329.40 samples/sec Loss 0.2538 LearningRate 0.0037 Epoch: 16 Global Step: 269190 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:19,202-Speed 3331.65 samples/sec Loss 0.2669 LearningRate 0.0037 Epoch: 16 Global Step: 269200 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:22,282-Speed 3325.65 samples/sec Loss 0.2351 LearningRate 0.0037 Epoch: 16 Global Step: 269210 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:25,345-Speed 3343.52 samples/sec Loss 0.2374 LearningRate 0.0037 Epoch: 16 Global Step: 269220 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:28,466-Speed 3282.62 samples/sec Loss 0.2514 LearningRate 0.0037 Epoch: 16 Global Step: 269230 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:31,554-Speed 3316.68 samples/sec Loss 0.2444 LearningRate 0.0037 Epoch: 16 Global Step: 269240 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:44:34,725-Speed 3229.26 samples/sec Loss 0.2601 LearningRate 0.0037 Epoch: 16 Global Step: 269250 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:37,840-Speed 3288.56 samples/sec Loss 0.2522 LearningRate 0.0037 Epoch: 16 Global Step: 269260 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:40,944-Speed 3299.75 samples/sec Loss 0.2454 LearningRate 0.0037 Epoch: 16 Global Step: 269270 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:44,062-Speed 3284.55 samples/sec Loss 0.2331 LearningRate 0.0037 Epoch: 16 Global Step: 269280 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:47,260-Speed 3203.34 samples/sec Loss 0.2579 LearningRate 0.0037 Epoch: 16 Global Step: 269290 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:50,376-Speed 3286.41 samples/sec Loss 0.2409 LearningRate 0.0037 Epoch: 16 Global Step: 269300 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:53,446-Speed 3336.85 samples/sec Loss 0.2298 LearningRate 0.0037 Epoch: 16 Global Step: 269310 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:56,583-Speed 3265.28 samples/sec Loss 0.2451 LearningRate 0.0037 Epoch: 16 Global Step: 269320 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:44:59,649-Speed 3340.41 samples/sec Loss 0.2397 LearningRate 0.0037 Epoch: 16 Global Step: 269330 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:02,713-Speed 3342.51 samples/sec Loss 0.2695 LearningRate 0.0037 Epoch: 16 Global Step: 269340 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:05,792-Speed 3326.70 samples/sec Loss 0.2476 LearningRate 0.0037 Epoch: 16 Global Step: 269350 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:45:08,847-Speed 3352.77 samples/sec Loss 0.2563 LearningRate 0.0037 Epoch: 16 Global Step: 269360 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:11,908-Speed 3345.92 samples/sec Loss 0.2301 LearningRate 0.0037 Epoch: 16 Global Step: 269370 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:15,009-Speed 3303.13 samples/sec Loss 0.2465 LearningRate 0.0037 Epoch: 16 Global Step: 269380 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:18,093-Speed 3320.36 samples/sec Loss 0.2447 LearningRate 0.0037 Epoch: 16 Global Step: 269390 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:21,211-Speed 3285.63 samples/sec Loss 0.2571 LearningRate 0.0037 Epoch: 16 Global Step: 269400 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:24,329-Speed 3284.13 samples/sec Loss 0.2632 LearningRate 0.0037 Epoch: 16 Global Step: 269410 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:27,432-Speed 3301.29 samples/sec Loss 0.2303 LearningRate 0.0037 Epoch: 16 Global Step: 269420 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:30,494-Speed 3345.03 samples/sec Loss 0.2649 LearningRate 0.0037 Epoch: 16 Global Step: 269430 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:33,562-Speed 3337.93 samples/sec Loss 0.2501 LearningRate 0.0037 Epoch: 16 Global Step: 269440 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:36,668-Speed 3297.58 samples/sec Loss 0.2639 LearningRate 0.0037 Epoch: 16 Global Step: 269450 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:39,829-Speed 3240.63 samples/sec Loss 0.2507 LearningRate 0.0037 Epoch: 16 Global Step: 269460 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:45:42,988-Speed 3242.19 samples/sec Loss 0.2700 LearningRate 0.0037 Epoch: 16 Global Step: 269470 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:46,106-Speed 3284.40 samples/sec Loss 0.2432 LearningRate 0.0037 Epoch: 16 Global Step: 269480 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:49,272-Speed 3235.41 samples/sec Loss 0.2640 LearningRate 0.0037 Epoch: 16 Global Step: 269490 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:52,438-Speed 3235.43 samples/sec Loss 0.2538 LearningRate 0.0037 Epoch: 16 Global Step: 269500 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:55,611-Speed 3227.17 samples/sec Loss 0.2534 LearningRate 0.0037 Epoch: 16 Global Step: 269510 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:45:58,684-Speed 3333.79 samples/sec Loss 0.2638 LearningRate 0.0037 Epoch: 16 Global Step: 269520 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:01,751-Speed 3338.74 samples/sec Loss 0.2590 LearningRate 0.0037 Epoch: 16 Global Step: 269530 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:04,818-Speed 3339.38 samples/sec Loss 0.2352 LearningRate 0.0037 Epoch: 16 Global Step: 269540 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:07,888-Speed 3336.51 samples/sec Loss 0.2564 LearningRate 0.0037 Epoch: 16 Global Step: 269550 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:10,973-Speed 3320.64 samples/sec Loss 0.2671 LearningRate 0.0037 Epoch: 16 Global Step: 269560 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:14,058-Speed 3320.52 samples/sec Loss 0.2591 LearningRate 0.0037 Epoch: 16 Global Step: 269570 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:17,168-Speed 3294.21 samples/sec Loss 0.2568 LearningRate 0.0037 Epoch: 16 Global Step: 269580 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:20,320-Speed 3248.96 samples/sec Loss 0.2468 LearningRate 0.0037 Epoch: 16 Global Step: 269590 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:23,387-Speed 3339.42 samples/sec Loss 0.2631 LearningRate 0.0037 Epoch: 16 Global Step: 269600 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:26,450-Speed 3343.73 samples/sec Loss 0.2486 LearningRate 0.0037 Epoch: 16 Global Step: 269610 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:29,532-Speed 3323.45 samples/sec Loss 0.2730 LearningRate 0.0037 Epoch: 16 Global Step: 269620 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:46:32,670-Speed 3263.84 samples/sec Loss 0.2563 LearningRate 0.0037 Epoch: 16 Global Step: 269630 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:46:35,757-Speed 3317.71 samples/sec Loss 0.2486 LearningRate 0.0037 Epoch: 16 Global Step: 269640 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:46:38,837-Speed 3325.99 samples/sec Loss 0.2815 LearningRate 0.0037 Epoch: 16 Global Step: 269650 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:46:41,899-Speed 3345.07 samples/sec Loss 0.2577 LearningRate 0.0037 Epoch: 16 Global Step: 269660 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:44,964-Speed 3341.07 samples/sec Loss 0.2696 LearningRate 0.0037 Epoch: 16 Global Step: 269670 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:48,046-Speed 3323.47 samples/sec Loss 0.2543 LearningRate 0.0037 Epoch: 16 Global Step: 269680 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:51,118-Speed 3334.13 samples/sec Loss 0.2635 LearningRate 0.0037 Epoch: 16 Global Step: 269690 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:54,203-Speed 3319.66 samples/sec Loss 0.2544 LearningRate 0.0037 Epoch: 16 Global Step: 269700 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:46:57,275-Speed 3334.89 samples/sec Loss 0.2670 LearningRate 0.0037 Epoch: 16 Global Step: 269710 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:47:00,449-Speed 3225.85 samples/sec Loss 0.2468 LearningRate 0.0037 Epoch: 16 Global Step: 269720 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:47:03,588-Speed 3263.33 samples/sec Loss 0.2715 LearningRate 0.0037 Epoch: 16 Global Step: 269730 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:47:06,747-Speed 3241.77 samples/sec Loss 0.2527 LearningRate 0.0037 Epoch: 16 Global Step: 269740 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:47:09,820-Speed 3333.62 samples/sec Loss 0.2480 LearningRate 0.0037 Epoch: 16 Global Step: 269750 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:47:12,908-Speed 3317.29 samples/sec Loss 0.2611 LearningRate 0.0037 Epoch: 16 Global Step: 269760 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:16,050-Speed 3259.92 samples/sec Loss 0.2582 LearningRate 0.0037 Epoch: 16 Global Step: 269770 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:19,158-Speed 3294.93 samples/sec Loss 0.2724 LearningRate 0.0037 Epoch: 16 Global Step: 269780 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:22,247-Speed 3315.84 samples/sec Loss 0.2635 LearningRate 0.0037 Epoch: 16 Global Step: 269790 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:25,336-Speed 3315.87 samples/sec Loss 0.2659 LearningRate 0.0037 Epoch: 16 Global Step: 269800 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:28,428-Speed 3312.37 samples/sec Loss 0.2540 LearningRate 0.0037 Epoch: 16 Global Step: 269810 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:31,505-Speed 3328.92 samples/sec Loss 0.2594 LearningRate 0.0037 Epoch: 16 Global Step: 269820 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:34,584-Speed 3326.04 samples/sec Loss 0.2652 LearningRate 0.0037 Epoch: 16 Global Step: 269830 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:37,665-Speed 3324.81 samples/sec Loss 0.2628 LearningRate 0.0037 Epoch: 16 Global Step: 269840 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:40,739-Speed 3331.78 samples/sec Loss 0.2583 LearningRate 0.0037 Epoch: 16 Global Step: 269850 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:43,811-Speed 3334.03 samples/sec Loss 0.2531 LearningRate 0.0037 Epoch: 16 Global Step: 269860 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:47:46,886-Speed 3331.17 samples/sec Loss 0.2414 LearningRate 0.0037 Epoch: 16 Global Step: 269870 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:49,954-Speed 3337.98 samples/sec Loss 0.2648 LearningRate 0.0037 Epoch: 16 Global Step: 269880 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:53,017-Speed 3344.07 samples/sec Loss 0.2675 LearningRate 0.0037 Epoch: 16 Global Step: 269890 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:56,161-Speed 3258.34 samples/sec Loss 0.2484 LearningRate 0.0037 Epoch: 16 Global Step: 269900 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:47:59,245-Speed 3321.00 samples/sec Loss 0.2533 LearningRate 0.0037 Epoch: 16 Global Step: 269910 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:02,350-Speed 3297.96 samples/sec Loss 0.2689 LearningRate 0.0037 Epoch: 16 Global Step: 269920 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:05,450-Speed 3304.30 samples/sec Loss 0.2566 LearningRate 0.0037 Epoch: 16 Global Step: 269930 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:08,590-Speed 3262.52 samples/sec Loss 0.2508 LearningRate 0.0037 Epoch: 16 Global Step: 269940 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:11,670-Speed 3325.68 samples/sec Loss 0.2394 LearningRate 0.0037 Epoch: 16 Global Step: 269950 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:14,754-Speed 3320.53 samples/sec Loss 0.2676 LearningRate 0.0037 Epoch: 16 Global Step: 269960 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:17,884-Speed 3272.42 samples/sec Loss 0.2831 LearningRate 0.0037 Epoch: 16 Global Step: 269970 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:21,061-Speed 3224.24 samples/sec Loss 0.2692 LearningRate 0.0037 Epoch: 16 Global Step: 269980 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:24,171-Speed 3292.77 samples/sec Loss 0.2624 LearningRate 0.0037 Epoch: 16 Global Step: 269990 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:48:27,275-Speed 3299.40 samples/sec Loss 0.2500 LearningRate 0.0037 Epoch: 16 Global Step: 270000 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:49:11,018-[lfw][270000]XNorm: 20.693332 Training: 2022-04-12 03:49:11,018-[lfw][270000]Accuracy-Flip: 0.99800+-0.00180 Training: 2022-04-12 03:49:11,019-[lfw][270000]Accuracy-Highest: 0.99817 Training: 2022-04-12 03:50:01,787-[cfp_fp][270000]XNorm: 22.299416 Training: 2022-04-12 03:50:01,788-[cfp_fp][270000]Accuracy-Flip: 0.99143+-0.00429 Training: 2022-04-12 03:50:01,788-[cfp_fp][270000]Accuracy-Highest: 0.99186 Training: 2022-04-12 03:50:45,441-[agedb_30][270000]XNorm: 22.570015 Training: 2022-04-12 03:50:45,441-[agedb_30][270000]Accuracy-Flip: 0.98567+-0.00588 Training: 2022-04-12 03:50:45,442-[agedb_30][270000]Accuracy-Highest: 0.98650 Training: 2022-04-12 03:50:48,527-Speed 72.50 samples/sec Loss 0.2646 LearningRate 0.0037 Epoch: 16 Global Step: 270010 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:50:51,602-Speed 3330.95 samples/sec Loss 0.2601 LearningRate 0.0037 Epoch: 16 Global Step: 270020 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:50:54,668-Speed 3340.50 samples/sec Loss 0.2485 LearningRate 0.0037 Epoch: 16 Global Step: 270030 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:50:57,787-Speed 3283.67 samples/sec Loss 0.2667 LearningRate 0.0037 Epoch: 16 Global Step: 270040 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:51:00,925-Speed 3263.95 samples/sec Loss 0.2447 LearningRate 0.0036 Epoch: 16 Global Step: 270050 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:51:03,987-Speed 3345.00 samples/sec Loss 0.2347 LearningRate 0.0036 Epoch: 16 Global Step: 270060 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:51:07,056-Speed 3337.85 samples/sec Loss 0.2598 LearningRate 0.0036 Epoch: 16 Global Step: 270070 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:51:10,159-Speed 3300.41 samples/sec Loss 0.2547 LearningRate 0.0036 Epoch: 16 Global Step: 270080 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:51:13,239-Speed 3325.54 samples/sec Loss 0.2501 LearningRate 0.0036 Epoch: 16 Global Step: 270090 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:51:16,323-Speed 3320.69 samples/sec Loss 0.2480 LearningRate 0.0036 Epoch: 16 Global Step: 270100 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:51:19,413-Speed 3314.16 samples/sec Loss 0.2495 LearningRate 0.0036 Epoch: 16 Global Step: 270110 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:22,474-Speed 3346.37 samples/sec Loss 0.2408 LearningRate 0.0036 Epoch: 16 Global Step: 270120 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:25,550-Speed 3330.08 samples/sec Loss 0.2619 LearningRate 0.0036 Epoch: 16 Global Step: 270130 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:28,647-Speed 3307.44 samples/sec Loss 0.2482 LearningRate 0.0036 Epoch: 16 Global Step: 270140 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:31,801-Speed 3246.81 samples/sec Loss 0.2439 LearningRate 0.0036 Epoch: 16 Global Step: 270150 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:34,900-Speed 3304.94 samples/sec Loss 0.2667 LearningRate 0.0036 Epoch: 16 Global Step: 270160 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:37,981-Speed 3324.41 samples/sec Loss 0.2566 LearningRate 0.0036 Epoch: 16 Global Step: 270170 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:41,171-Speed 3211.06 samples/sec Loss 0.2452 LearningRate 0.0036 Epoch: 16 Global Step: 270180 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:44,295-Speed 3278.48 samples/sec Loss 0.2587 LearningRate 0.0036 Epoch: 16 Global Step: 270190 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:47,371-Speed 3329.70 samples/sec Loss 0.2539 LearningRate 0.0036 Epoch: 16 Global Step: 270200 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:50,422-Speed 3356.84 samples/sec Loss 0.2448 LearningRate 0.0036 Epoch: 16 Global Step: 270210 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:53,489-Speed 3340.52 samples/sec Loss 0.2731 LearningRate 0.0036 Epoch: 16 Global Step: 270220 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:56,558-Speed 3336.70 samples/sec Loss 0.2615 LearningRate 0.0036 Epoch: 16 Global Step: 270230 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:51:59,620-Speed 3345.35 samples/sec Loss 0.2520 LearningRate 0.0036 Epoch: 16 Global Step: 270240 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:02,684-Speed 3342.38 samples/sec Loss 0.2512 LearningRate 0.0036 Epoch: 16 Global Step: 270250 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:05,750-Speed 3341.05 samples/sec Loss 0.2310 LearningRate 0.0036 Epoch: 16 Global Step: 270260 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:08,906-Speed 3244.94 samples/sec Loss 0.2551 LearningRate 0.0036 Epoch: 16 Global Step: 270270 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:12,030-Speed 3278.93 samples/sec Loss 0.2454 LearningRate 0.0036 Epoch: 16 Global Step: 270280 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:15,130-Speed 3303.77 samples/sec Loss 0.2486 LearningRate 0.0036 Epoch: 16 Global Step: 270290 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:18,236-Speed 3297.98 samples/sec Loss 0.2477 LearningRate 0.0036 Epoch: 16 Global Step: 270300 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:21,339-Speed 3300.16 samples/sec Loss 0.2489 LearningRate 0.0036 Epoch: 16 Global Step: 270310 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:24,422-Speed 3322.39 samples/sec Loss 0.2756 LearningRate 0.0036 Epoch: 16 Global Step: 270320 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:27,523-Speed 3302.76 samples/sec Loss 0.2585 LearningRate 0.0036 Epoch: 16 Global Step: 270330 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:30,640-Speed 3286.49 samples/sec Loss 0.2631 LearningRate 0.0036 Epoch: 16 Global Step: 270340 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:52:33,772-Speed 3269.55 samples/sec Loss 0.2434 LearningRate 0.0036 Epoch: 16 Global Step: 270350 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:52:36,863-Speed 3313.30 samples/sec Loss 0.2473 LearningRate 0.0036 Epoch: 16 Global Step: 270360 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:52:39,938-Speed 3330.82 samples/sec Loss 0.2611 LearningRate 0.0036 Epoch: 16 Global Step: 270370 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:52:43,065-Speed 3275.74 samples/sec Loss 0.2589 LearningRate 0.0036 Epoch: 16 Global Step: 270380 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:52:46,183-Speed 3285.30 samples/sec Loss 0.2971 LearningRate 0.0036 Epoch: 16 Global Step: 270390 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:49,277-Speed 3310.25 samples/sec Loss 0.2641 LearningRate 0.0036 Epoch: 16 Global Step: 270400 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:52,397-Speed 3283.40 samples/sec Loss 0.2526 LearningRate 0.0036 Epoch: 16 Global Step: 270410 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:55,483-Speed 3318.22 samples/sec Loss 0.2403 LearningRate 0.0036 Epoch: 16 Global Step: 270420 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:52:58,578-Speed 3309.83 samples/sec Loss 0.2557 LearningRate 0.0036 Epoch: 16 Global Step: 270430 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:53:01,654-Speed 3329.84 samples/sec Loss 0.2677 LearningRate 0.0036 Epoch: 16 Global Step: 270440 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:53:04,846-Speed 3208.06 samples/sec Loss 0.2614 LearningRate 0.0036 Epoch: 16 Global Step: 270450 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:53:07,923-Speed 3328.56 samples/sec Loss 0.2472 LearningRate 0.0036 Epoch: 16 Global Step: 270460 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:53:10,997-Speed 3332.34 samples/sec Loss 0.2573 LearningRate 0.0036 Epoch: 16 Global Step: 270470 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:53:14,064-Speed 3339.69 samples/sec Loss 0.2576 LearningRate 0.0036 Epoch: 16 Global Step: 270480 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:53:17,159-Speed 3309.61 samples/sec Loss 0.2685 LearningRate 0.0036 Epoch: 16 Global Step: 270490 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:20,223-Speed 3342.46 samples/sec Loss 0.2600 LearningRate 0.0036 Epoch: 16 Global Step: 270500 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:23,319-Speed 3308.25 samples/sec Loss 0.2598 LearningRate 0.0036 Epoch: 16 Global Step: 270510 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:26,449-Speed 3272.58 samples/sec Loss 0.2608 LearningRate 0.0036 Epoch: 16 Global Step: 270520 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:29,541-Speed 3312.44 samples/sec Loss 0.2587 LearningRate 0.0036 Epoch: 16 Global Step: 270530 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:32,671-Speed 3272.13 samples/sec Loss 0.2620 LearningRate 0.0036 Epoch: 16 Global Step: 270540 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:35,821-Speed 3250.84 samples/sec Loss 0.2405 LearningRate 0.0036 Epoch: 16 Global Step: 270550 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:38,952-Speed 3272.15 samples/sec Loss 0.2661 LearningRate 0.0036 Epoch: 16 Global Step: 270560 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:42,054-Speed 3302.00 samples/sec Loss 0.2541 LearningRate 0.0036 Epoch: 16 Global Step: 270570 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:45,141-Speed 3317.03 samples/sec Loss 0.2630 LearningRate 0.0036 Epoch: 16 Global Step: 270580 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:48,243-Speed 3301.90 samples/sec Loss 0.2654 LearningRate 0.0036 Epoch: 16 Global Step: 270590 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:51,315-Speed 3334.05 samples/sec Loss 0.2467 LearningRate 0.0036 Epoch: 16 Global Step: 270600 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:54,377-Speed 3345.49 samples/sec Loss 0.2494 LearningRate 0.0036 Epoch: 16 Global Step: 270610 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:53:57,487-Speed 3292.97 samples/sec Loss 0.2545 LearningRate 0.0036 Epoch: 16 Global Step: 270620 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:00,678-Speed 3210.15 samples/sec Loss 0.2613 LearningRate 0.0036 Epoch: 16 Global Step: 270630 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:03,769-Speed 3313.35 samples/sec Loss 0.2500 LearningRate 0.0036 Epoch: 16 Global Step: 270640 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:06,929-Speed 3241.20 samples/sec Loss 0.2613 LearningRate 0.0036 Epoch: 16 Global Step: 270650 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:10,069-Speed 3262.01 samples/sec Loss 0.2516 LearningRate 0.0036 Epoch: 16 Global Step: 270660 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:13,250-Speed 3219.60 samples/sec Loss 0.2545 LearningRate 0.0036 Epoch: 16 Global Step: 270670 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:16,324-Speed 3332.02 samples/sec Loss 0.2489 LearningRate 0.0036 Epoch: 16 Global Step: 270680 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:19,388-Speed 3342.76 samples/sec Loss 0.2703 LearningRate 0.0036 Epoch: 16 Global Step: 270690 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:54:22,457-Speed 3337.86 samples/sec Loss 0.2503 LearningRate 0.0036 Epoch: 16 Global Step: 270700 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:25,535-Speed 3327.02 samples/sec Loss 0.2639 LearningRate 0.0036 Epoch: 16 Global Step: 270710 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:28,603-Speed 3338.26 samples/sec Loss 0.2521 LearningRate 0.0036 Epoch: 16 Global Step: 270720 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:31,675-Speed 3334.08 samples/sec Loss 0.2330 LearningRate 0.0036 Epoch: 16 Global Step: 270730 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:34,752-Speed 3329.11 samples/sec Loss 0.2670 LearningRate 0.0036 Epoch: 16 Global Step: 270740 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:37,837-Speed 3319.49 samples/sec Loss 0.2777 LearningRate 0.0036 Epoch: 16 Global Step: 270750 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:40,904-Speed 3339.98 samples/sec Loss 0.2568 LearningRate 0.0036 Epoch: 16 Global Step: 270760 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:43,968-Speed 3343.36 samples/sec Loss 0.2591 LearningRate 0.0036 Epoch: 16 Global Step: 270770 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:47,044-Speed 3328.83 samples/sec Loss 0.2707 LearningRate 0.0036 Epoch: 16 Global Step: 270780 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:50,112-Speed 3338.40 samples/sec Loss 0.2498 LearningRate 0.0036 Epoch: 16 Global Step: 270790 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:53,173-Speed 3345.91 samples/sec Loss 0.2698 LearningRate 0.0036 Epoch: 16 Global Step: 270800 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:56,296-Speed 3280.70 samples/sec Loss 0.2716 LearningRate 0.0036 Epoch: 16 Global Step: 270810 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:54:59,382-Speed 3318.69 samples/sec Loss 0.2588 LearningRate 0.0036 Epoch: 16 Global Step: 270820 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:02,448-Speed 3340.54 samples/sec Loss 0.2634 LearningRate 0.0036 Epoch: 16 Global Step: 270830 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:05,535-Speed 3318.30 samples/sec Loss 0.2479 LearningRate 0.0036 Epoch: 16 Global Step: 270840 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:08,590-Speed 3352.18 samples/sec Loss 0.2531 LearningRate 0.0036 Epoch: 16 Global Step: 270850 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:11,657-Speed 3339.41 samples/sec Loss 0.2480 LearningRate 0.0036 Epoch: 16 Global Step: 270860 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:14,737-Speed 3325.69 samples/sec Loss 0.2541 LearningRate 0.0036 Epoch: 16 Global Step: 270870 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:17,804-Speed 3339.35 samples/sec Loss 0.2331 LearningRate 0.0036 Epoch: 16 Global Step: 270880 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:20,875-Speed 3334.46 samples/sec Loss 0.2426 LearningRate 0.0036 Epoch: 16 Global Step: 270890 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:23,976-Speed 3303.38 samples/sec Loss 0.2585 LearningRate 0.0036 Epoch: 16 Global Step: 270900 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:27,047-Speed 3335.67 samples/sec Loss 0.2700 LearningRate 0.0036 Epoch: 16 Global Step: 270910 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:30,112-Speed 3341.81 samples/sec Loss 0.2731 LearningRate 0.0036 Epoch: 16 Global Step: 270920 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:33,183-Speed 3334.98 samples/sec Loss 0.2651 LearningRate 0.0035 Epoch: 16 Global Step: 270930 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:36,287-Speed 3299.67 samples/sec Loss 0.2616 LearningRate 0.0035 Epoch: 16 Global Step: 270940 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:55:39,357-Speed 3335.87 samples/sec Loss 0.2701 LearningRate 0.0035 Epoch: 16 Global Step: 270950 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:42,424-Speed 3339.78 samples/sec Loss 0.2361 LearningRate 0.0035 Epoch: 16 Global Step: 270960 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:45,516-Speed 3312.44 samples/sec Loss 0.2580 LearningRate 0.0035 Epoch: 16 Global Step: 270970 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:48,588-Speed 3333.94 samples/sec Loss 0.2754 LearningRate 0.0035 Epoch: 16 Global Step: 270980 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:51,741-Speed 3248.64 samples/sec Loss 0.2632 LearningRate 0.0035 Epoch: 16 Global Step: 270990 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:54,841-Speed 3303.64 samples/sec Loss 0.2481 LearningRate 0.0035 Epoch: 16 Global Step: 271000 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:55:57,908-Speed 3339.36 samples/sec Loss 0.2622 LearningRate 0.0035 Epoch: 16 Global Step: 271010 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:00,983-Speed 3330.80 samples/sec Loss 0.2630 LearningRate 0.0035 Epoch: 16 Global Step: 271020 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:04,037-Speed 3353.75 samples/sec Loss 0.2513 LearningRate 0.0035 Epoch: 16 Global Step: 271030 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:07,103-Speed 3340.46 samples/sec Loss 0.2753 LearningRate 0.0035 Epoch: 16 Global Step: 271040 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:10,167-Speed 3343.25 samples/sec Loss 0.2732 LearningRate 0.0035 Epoch: 16 Global Step: 271050 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:13,277-Speed 3292.58 samples/sec Loss 0.2657 LearningRate 0.0035 Epoch: 16 Global Step: 271060 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:16,353-Speed 3329.84 samples/sec Loss 0.2637 LearningRate 0.0035 Epoch: 16 Global Step: 271070 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:19,429-Speed 3330.53 samples/sec Loss 0.2717 LearningRate 0.0035 Epoch: 16 Global Step: 271080 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:22,491-Speed 3345.16 samples/sec Loss 0.2612 LearningRate 0.0035 Epoch: 16 Global Step: 271090 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:25,561-Speed 3335.98 samples/sec Loss 0.2562 LearningRate 0.0035 Epoch: 16 Global Step: 271100 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:28,628-Speed 3340.11 samples/sec Loss 0.2629 LearningRate 0.0035 Epoch: 16 Global Step: 271110 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:31,694-Speed 3339.68 samples/sec Loss 0.2575 LearningRate 0.0035 Epoch: 16 Global Step: 271120 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:56:34,756-Speed 3345.27 samples/sec Loss 0.2902 LearningRate 0.0035 Epoch: 16 Global Step: 271130 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:37,842-Speed 3318.52 samples/sec Loss 0.2813 LearningRate 0.0035 Epoch: 16 Global Step: 271140 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:40,922-Speed 3326.22 samples/sec Loss 0.2717 LearningRate 0.0035 Epoch: 16 Global Step: 271150 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:44,006-Speed 3320.18 samples/sec Loss 0.2662 LearningRate 0.0035 Epoch: 16 Global Step: 271160 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:47,179-Speed 3228.46 samples/sec Loss 0.2631 LearningRate 0.0035 Epoch: 16 Global Step: 271170 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:50,315-Speed 3266.21 samples/sec Loss 0.2640 LearningRate 0.0035 Epoch: 16 Global Step: 271180 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:53,495-Speed 3220.43 samples/sec Loss 0.2696 LearningRate 0.0035 Epoch: 16 Global Step: 271190 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:56,569-Speed 3332.43 samples/sec Loss 0.2533 LearningRate 0.0035 Epoch: 16 Global Step: 271200 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:56:59,636-Speed 3338.84 samples/sec Loss 0.2909 LearningRate 0.0035 Epoch: 16 Global Step: 271210 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:02,731-Speed 3309.17 samples/sec Loss 0.2679 LearningRate 0.0035 Epoch: 16 Global Step: 271220 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:05,822-Speed 3314.08 samples/sec Loss 0.2777 LearningRate 0.0035 Epoch: 16 Global Step: 271230 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:08,996-Speed 3227.05 samples/sec Loss 0.2716 LearningRate 0.0035 Epoch: 16 Global Step: 271240 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:12,115-Speed 3283.75 samples/sec Loss 0.2615 LearningRate 0.0035 Epoch: 16 Global Step: 271250 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:15,186-Speed 3334.88 samples/sec Loss 0.2584 LearningRate 0.0035 Epoch: 16 Global Step: 271260 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:18,326-Speed 3262.37 samples/sec Loss 0.2602 LearningRate 0.0035 Epoch: 16 Global Step: 271270 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:21,477-Speed 3249.94 samples/sec Loss 0.2652 LearningRate 0.0035 Epoch: 16 Global Step: 271280 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:24,591-Speed 3289.28 samples/sec Loss 0.2494 LearningRate 0.0035 Epoch: 16 Global Step: 271290 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:27,668-Speed 3328.83 samples/sec Loss 0.2627 LearningRate 0.0035 Epoch: 16 Global Step: 271300 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:30,753-Speed 3319.94 samples/sec Loss 0.2513 LearningRate 0.0035 Epoch: 16 Global Step: 271310 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:33,853-Speed 3303.72 samples/sec Loss 0.2623 LearningRate 0.0035 Epoch: 16 Global Step: 271320 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:57:36,924-Speed 3335.64 samples/sec Loss 0.2552 LearningRate 0.0035 Epoch: 16 Global Step: 271330 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:39,998-Speed 3331.13 samples/sec Loss 0.2670 LearningRate 0.0035 Epoch: 16 Global Step: 271340 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:43,066-Speed 3339.37 samples/sec Loss 0.2591 LearningRate 0.0035 Epoch: 16 Global Step: 271350 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:46,136-Speed 3336.53 samples/sec Loss 0.2410 LearningRate 0.0035 Epoch: 16 Global Step: 271360 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:49,201-Speed 3341.69 samples/sec Loss 0.2436 LearningRate 0.0035 Epoch: 16 Global Step: 271370 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:52,309-Speed 3295.36 samples/sec Loss 0.2765 LearningRate 0.0035 Epoch: 16 Global Step: 271380 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:55,400-Speed 3312.61 samples/sec Loss 0.2533 LearningRate 0.0035 Epoch: 16 Global Step: 271390 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:57:58,515-Speed 3288.07 samples/sec Loss 0.2674 LearningRate 0.0035 Epoch: 16 Global Step: 271400 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:01,710-Speed 3206.47 samples/sec Loss 0.2456 LearningRate 0.0035 Epoch: 16 Global Step: 271410 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:04,789-Speed 3326.67 samples/sec Loss 0.2605 LearningRate 0.0035 Epoch: 16 Global Step: 271420 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:07,890-Speed 3302.19 samples/sec Loss 0.2728 LearningRate 0.0035 Epoch: 16 Global Step: 271430 Fp16 Grad Scale: 262144 Required: 7 hours Training: 2022-04-12 03:58:10,961-Speed 3335.41 samples/sec Loss 0.2722 LearningRate 0.0035 Epoch: 16 Global Step: 271440 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:14,041-Speed 3326.21 samples/sec Loss 0.2436 LearningRate 0.0035 Epoch: 16 Global Step: 271450 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:17,118-Speed 3327.98 samples/sec Loss 0.2638 LearningRate 0.0035 Epoch: 16 Global Step: 271460 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:20,183-Speed 3341.82 samples/sec Loss 0.2674 LearningRate 0.0035 Epoch: 16 Global Step: 271470 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:23,262-Speed 3326.35 samples/sec Loss 0.2585 LearningRate 0.0035 Epoch: 16 Global Step: 271480 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:26,335-Speed 3332.82 samples/sec Loss 0.2568 LearningRate 0.0035 Epoch: 16 Global Step: 271490 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:29,418-Speed 3322.51 samples/sec Loss 0.2816 LearningRate 0.0035 Epoch: 16 Global Step: 271500 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:32,506-Speed 3316.89 samples/sec Loss 0.2681 LearningRate 0.0035 Epoch: 16 Global Step: 271510 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:35,583-Speed 3328.31 samples/sec Loss 0.2651 LearningRate 0.0035 Epoch: 16 Global Step: 271520 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:38,654-Speed 3335.93 samples/sec Loss 0.2691 LearningRate 0.0035 Epoch: 16 Global Step: 271530 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:41,730-Speed 3329.00 samples/sec Loss 0.2490 LearningRate 0.0035 Epoch: 16 Global Step: 271540 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:58:44,809-Speed 3326.34 samples/sec Loss 0.2458 LearningRate 0.0035 Epoch: 16 Global Step: 271550 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:47,887-Speed 3327.77 samples/sec Loss 0.2551 LearningRate 0.0035 Epoch: 16 Global Step: 271560 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:50,999-Speed 3291.20 samples/sec Loss 0.2592 LearningRate 0.0035 Epoch: 16 Global Step: 271570 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:54,171-Speed 3228.78 samples/sec Loss 0.2662 LearningRate 0.0035 Epoch: 16 Global Step: 271580 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:58:57,298-Speed 3275.40 samples/sec Loss 0.2547 LearningRate 0.0035 Epoch: 16 Global Step: 271590 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:00,369-Speed 3335.14 samples/sec Loss 0.2535 LearningRate 0.0035 Epoch: 16 Global Step: 271600 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:03,438-Speed 3338.63 samples/sec Loss 0.2556 LearningRate 0.0035 Epoch: 16 Global Step: 271610 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:06,514-Speed 3329.60 samples/sec Loss 0.2636 LearningRate 0.0035 Epoch: 16 Global Step: 271620 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:09,604-Speed 3314.02 samples/sec Loss 0.2426 LearningRate 0.0035 Epoch: 16 Global Step: 271630 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:12,741-Speed 3265.20 samples/sec Loss 0.2597 LearningRate 0.0035 Epoch: 16 Global Step: 271640 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:15,812-Speed 3335.48 samples/sec Loss 0.2627 LearningRate 0.0035 Epoch: 16 Global Step: 271650 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:18,893-Speed 3324.21 samples/sec Loss 0.2631 LearningRate 0.0035 Epoch: 16 Global Step: 271660 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:21,960-Speed 3339.16 samples/sec Loss 0.2479 LearningRate 0.0035 Epoch: 16 Global Step: 271670 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:25,038-Speed 3327.61 samples/sec Loss 0.2510 LearningRate 0.0035 Epoch: 16 Global Step: 271680 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 03:59:28,094-Speed 3351.16 samples/sec Loss 0.2595 LearningRate 0.0035 Epoch: 16 Global Step: 271690 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:31,164-Speed 3336.56 samples/sec Loss 0.2419 LearningRate 0.0035 Epoch: 16 Global Step: 271700 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:34,256-Speed 3313.05 samples/sec Loss 0.2650 LearningRate 0.0035 Epoch: 16 Global Step: 271710 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:37,364-Speed 3295.58 samples/sec Loss 0.2628 LearningRate 0.0035 Epoch: 16 Global Step: 271720 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:40,472-Speed 3295.35 samples/sec Loss 0.2751 LearningRate 0.0035 Epoch: 16 Global Step: 271730 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:43,540-Speed 3338.52 samples/sec Loss 0.2708 LearningRate 0.0035 Epoch: 16 Global Step: 271740 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:46,628-Speed 3316.85 samples/sec Loss 0.2603 LearningRate 0.0035 Epoch: 16 Global Step: 271750 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:49,700-Speed 3334.16 samples/sec Loss 0.2622 LearningRate 0.0035 Epoch: 16 Global Step: 271760 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:52,776-Speed 3329.15 samples/sec Loss 0.2494 LearningRate 0.0035 Epoch: 16 Global Step: 271770 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:55,849-Speed 3333.64 samples/sec Loss 0.2788 LearningRate 0.0035 Epoch: 16 Global Step: 271780 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 03:59:58,992-Speed 3258.98 samples/sec Loss 0.2834 LearningRate 0.0035 Epoch: 16 Global Step: 271790 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:02,087-Speed 3308.77 samples/sec Loss 0.2609 LearningRate 0.0035 Epoch: 16 Global Step: 271800 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:05,165-Speed 3327.37 samples/sec Loss 0.2420 LearningRate 0.0035 Epoch: 16 Global Step: 271810 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:08,232-Speed 3340.54 samples/sec Loss 0.2531 LearningRate 0.0034 Epoch: 16 Global Step: 271820 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:11,300-Speed 3338.17 samples/sec Loss 0.2894 LearningRate 0.0034 Epoch: 16 Global Step: 271830 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:14,390-Speed 3314.73 samples/sec Loss 0.2695 LearningRate 0.0034 Epoch: 16 Global Step: 271840 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:17,461-Speed 3334.86 samples/sec Loss 0.2749 LearningRate 0.0034 Epoch: 16 Global Step: 271850 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:20,528-Speed 3339.68 samples/sec Loss 0.2846 LearningRate 0.0034 Epoch: 16 Global Step: 271860 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:23,752-Speed 3176.70 samples/sec Loss 0.2519 LearningRate 0.0034 Epoch: 16 Global Step: 271870 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:26,877-Speed 3277.36 samples/sec Loss 0.2660 LearningRate 0.0034 Epoch: 16 Global Step: 271880 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:29,974-Speed 3307.69 samples/sec Loss 0.2683 LearningRate 0.0034 Epoch: 16 Global Step: 271890 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:33,158-Speed 3216.48 samples/sec Loss 0.2584 LearningRate 0.0034 Epoch: 16 Global Step: 271900 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:36,239-Speed 3324.60 samples/sec Loss 0.2398 LearningRate 0.0034 Epoch: 16 Global Step: 271910 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:39,368-Speed 3273.24 samples/sec Loss 0.2718 LearningRate 0.0034 Epoch: 16 Global Step: 271920 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:42,454-Speed 3318.80 samples/sec Loss 0.2674 LearningRate 0.0034 Epoch: 16 Global Step: 271930 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:45,545-Speed 3313.28 samples/sec Loss 0.2705 LearningRate 0.0034 Epoch: 16 Global Step: 271940 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:48,633-Speed 3317.38 samples/sec Loss 0.2701 LearningRate 0.0034 Epoch: 16 Global Step: 271950 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:00:51,718-Speed 3320.12 samples/sec Loss 0.2780 LearningRate 0.0034 Epoch: 16 Global Step: 271960 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:54,818-Speed 3304.23 samples/sec Loss 0.2427 LearningRate 0.0034 Epoch: 16 Global Step: 271970 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:00:57,881-Speed 3343.63 samples/sec Loss 0.2572 LearningRate 0.0034 Epoch: 16 Global Step: 271980 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:01:00,952-Speed 3334.49 samples/sec Loss 0.2799 LearningRate 0.0034 Epoch: 16 Global Step: 271990 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:01:04,056-Speed 3300.33 samples/sec Loss 0.2686 LearningRate 0.0034 Epoch: 16 Global Step: 272000 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:01:47,513-[lfw][272000]XNorm: 20.855730 Training: 2022-04-12 04:01:47,513-[lfw][272000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-12 04:01:47,514-[lfw][272000]Accuracy-Highest: 0.99817 Training: 2022-04-12 04:02:38,135-[cfp_fp][272000]XNorm: 22.385252 Training: 2022-04-12 04:02:38,136-[cfp_fp][272000]Accuracy-Flip: 0.99143+-0.00438 Training: 2022-04-12 04:02:38,136-[cfp_fp][272000]Accuracy-Highest: 0.99186 Training: 2022-04-12 04:03:21,514-[agedb_30][272000]XNorm: 22.864713 Training: 2022-04-12 04:03:21,515-[agedb_30][272000]Accuracy-Flip: 0.98517+-0.00643 Training: 2022-04-12 04:03:21,515-[agedb_30][272000]Accuracy-Highest: 0.98650 Training: 2022-04-12 04:03:24,576-Speed 72.87 samples/sec Loss 0.2575 LearningRate 0.0034 Epoch: 16 Global Step: 272010 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:27,659-Speed 3322.01 samples/sec Loss 0.2547 LearningRate 0.0034 Epoch: 16 Global Step: 272020 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:30,734-Speed 3330.97 samples/sec Loss 0.2456 LearningRate 0.0034 Epoch: 16 Global Step: 272030 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:33,804-Speed 3335.49 samples/sec Loss 0.2753 LearningRate 0.0034 Epoch: 16 Global Step: 272040 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:36,887-Speed 3322.56 samples/sec Loss 0.2629 LearningRate 0.0034 Epoch: 16 Global Step: 272050 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:39,948-Speed 3346.27 samples/sec Loss 0.2705 LearningRate 0.0034 Epoch: 16 Global Step: 272060 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:43,014-Speed 3340.72 samples/sec Loss 0.2548 LearningRate 0.0034 Epoch: 16 Global Step: 272070 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:46,070-Speed 3351.46 samples/sec Loss 0.2583 LearningRate 0.0034 Epoch: 16 Global Step: 272080 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:03:49,134-Speed 3343.17 samples/sec Loss 0.2594 LearningRate 0.0034 Epoch: 16 Global Step: 272090 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:52,242-Speed 3295.06 samples/sec Loss 0.2641 LearningRate 0.0034 Epoch: 16 Global Step: 272100 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:55,347-Speed 3298.34 samples/sec Loss 0.2629 LearningRate 0.0034 Epoch: 16 Global Step: 272110 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:03:58,484-Speed 3264.73 samples/sec Loss 0.2600 LearningRate 0.0034 Epoch: 16 Global Step: 272120 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:01,573-Speed 3316.50 samples/sec Loss 0.2625 LearningRate 0.0034 Epoch: 16 Global Step: 272130 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:04,651-Speed 3327.40 samples/sec Loss 0.2748 LearningRate 0.0034 Epoch: 16 Global Step: 272140 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:07,774-Speed 3279.08 samples/sec Loss 0.2468 LearningRate 0.0034 Epoch: 16 Global Step: 272150 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:10,886-Speed 3292.05 samples/sec Loss 0.2784 LearningRate 0.0034 Epoch: 16 Global Step: 272160 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:14,091-Speed 3195.29 samples/sec Loss 0.2647 LearningRate 0.0034 Epoch: 16 Global Step: 272170 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:17,193-Speed 3301.93 samples/sec Loss 0.2717 LearningRate 0.0034 Epoch: 16 Global Step: 272180 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:20,355-Speed 3239.22 samples/sec Loss 0.2587 LearningRate 0.0034 Epoch: 16 Global Step: 272190 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:04:23,482-Speed 3275.45 samples/sec Loss 0.2713 LearningRate 0.0034 Epoch: 16 Global Step: 272200 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:04:26,573-Speed 3313.54 samples/sec Loss 0.2857 LearningRate 0.0034 Epoch: 16 Global Step: 272210 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:29,637-Speed 3342.79 samples/sec Loss 0.2984 LearningRate 0.0034 Epoch: 16 Global Step: 272220 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:32,726-Speed 3315.22 samples/sec Loss 0.2760 LearningRate 0.0034 Epoch: 16 Global Step: 272230 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:35,842-Speed 3287.81 samples/sec Loss 0.2607 LearningRate 0.0034 Epoch: 16 Global Step: 272240 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:38,973-Speed 3270.62 samples/sec Loss 0.2818 LearningRate 0.0034 Epoch: 16 Global Step: 272250 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:42,052-Speed 3327.18 samples/sec Loss 0.2666 LearningRate 0.0034 Epoch: 16 Global Step: 272260 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:45,194-Speed 3259.52 samples/sec Loss 0.2468 LearningRate 0.0034 Epoch: 16 Global Step: 272270 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:48,290-Speed 3308.42 samples/sec Loss 0.2580 LearningRate 0.0034 Epoch: 16 Global Step: 272280 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:51,370-Speed 3324.84 samples/sec Loss 0.2705 LearningRate 0.0034 Epoch: 16 Global Step: 272290 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:54,446-Speed 3330.11 samples/sec Loss 0.2370 LearningRate 0.0034 Epoch: 16 Global Step: 272300 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:04:57,523-Speed 3328.93 samples/sec Loss 0.2737 LearningRate 0.0034 Epoch: 16 Global Step: 272310 Fp16 Grad Scale: 131072 Required: 7 hours Training: 2022-04-12 04:05:00,577-Speed 3354.39 samples/sec Loss 0.2672 LearningRate 0.0034 Epoch: 16 Global Step: 272320 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:03,741-Speed 3236.47 samples/sec Loss 0.2553 LearningRate 0.0034 Epoch: 16 Global Step: 272330 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:06,873-Speed 3270.59 samples/sec Loss 0.2618 LearningRate 0.0034 Epoch: 16 Global Step: 272340 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:10,015-Speed 3259.36 samples/sec Loss 0.2524 LearningRate 0.0034 Epoch: 16 Global Step: 272350 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:13,135-Speed 3283.40 samples/sec Loss 0.2583 LearningRate 0.0034 Epoch: 16 Global Step: 272360 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:16,311-Speed 3224.86 samples/sec Loss 0.2836 LearningRate 0.0034 Epoch: 16 Global Step: 272370 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:19,453-Speed 3259.71 samples/sec Loss 0.2650 LearningRate 0.0034 Epoch: 16 Global Step: 272380 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:22,584-Speed 3270.63 samples/sec Loss 0.2695 LearningRate 0.0034 Epoch: 16 Global Step: 272390 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:25,695-Speed 3291.97 samples/sec Loss 0.2769 LearningRate 0.0034 Epoch: 16 Global Step: 272400 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:28,772-Speed 3329.84 samples/sec Loss 0.2700 LearningRate 0.0034 Epoch: 16 Global Step: 272410 Fp16 Grad Scale: 65536 Required: 7 hours Training: 2022-04-12 04:05:31,967-Speed 3205.64 samples/sec Loss 0.2669 LearningRate 0.0034 Epoch: 16 Global Step: 272420 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:35,031-Speed 3342.30 samples/sec Loss 0.2704 LearningRate 0.0034 Epoch: 16 Global Step: 272430 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:38,095-Speed 3343.49 samples/sec Loss 0.2621 LearningRate 0.0034 Epoch: 16 Global Step: 272440 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:41,191-Speed 3308.23 samples/sec Loss 0.2619 LearningRate 0.0034 Epoch: 16 Global Step: 272450 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:44,316-Speed 3277.56 samples/sec Loss 0.2550 LearningRate 0.0034 Epoch: 16 Global Step: 272460 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:47,422-Speed 3297.02 samples/sec Loss 0.2566 LearningRate 0.0034 Epoch: 16 Global Step: 272470 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:50,528-Speed 3297.96 samples/sec Loss 0.2470 LearningRate 0.0034 Epoch: 16 Global Step: 272480 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:53,622-Speed 3310.11 samples/sec Loss 0.2596 LearningRate 0.0034 Epoch: 16 Global Step: 272490 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:56,741-Speed 3283.97 samples/sec Loss 0.2827 LearningRate 0.0034 Epoch: 16 Global Step: 272500 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:05:59,884-Speed 3259.11 samples/sec Loss 0.2561 LearningRate 0.0034 Epoch: 16 Global Step: 272510 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:03,014-Speed 3272.60 samples/sec Loss 0.2655 LearningRate 0.0034 Epoch: 16 Global Step: 272520 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:06:06,062-Speed 3359.81 samples/sec Loss 0.2691 LearningRate 0.0034 Epoch: 16 Global Step: 272530 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:09,205-Speed 3258.91 samples/sec Loss 0.2744 LearningRate 0.0034 Epoch: 16 Global Step: 272540 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:12,351-Speed 3255.27 samples/sec Loss 0.2838 LearningRate 0.0034 Epoch: 16 Global Step: 272550 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:15,416-Speed 3341.94 samples/sec Loss 0.2712 LearningRate 0.0034 Epoch: 16 Global Step: 272560 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:18,465-Speed 3359.73 samples/sec Loss 0.2708 LearningRate 0.0034 Epoch: 16 Global Step: 272570 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:21,533-Speed 3337.96 samples/sec Loss 0.2589 LearningRate 0.0034 Epoch: 16 Global Step: 272580 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:24,596-Speed 3343.99 samples/sec Loss 0.2293 LearningRate 0.0034 Epoch: 16 Global Step: 272590 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:27,659-Speed 3344.42 samples/sec Loss 0.2726 LearningRate 0.0034 Epoch: 16 Global Step: 272600 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:30,741-Speed 3322.63 samples/sec Loss 0.2654 LearningRate 0.0034 Epoch: 16 Global Step: 272610 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:33,843-Speed 3302.48 samples/sec Loss 0.2603 LearningRate 0.0034 Epoch: 16 Global Step: 272620 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:36,919-Speed 3329.27 samples/sec Loss 0.2750 LearningRate 0.0034 Epoch: 16 Global Step: 272630 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:40,009-Speed 3314.41 samples/sec Loss 0.2666 LearningRate 0.0034 Epoch: 16 Global Step: 272640 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:43,086-Speed 3328.63 samples/sec Loss 0.2513 LearningRate 0.0034 Epoch: 16 Global Step: 272650 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:46,203-Speed 3286.49 samples/sec Loss 0.2751 LearningRate 0.0034 Epoch: 16 Global Step: 272660 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:06:49,299-Speed 3308.15 samples/sec Loss 0.2854 LearningRate 0.0034 Epoch: 16 Global Step: 272670 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:52,362-Speed 3343.88 samples/sec Loss 0.2779 LearningRate 0.0034 Epoch: 16 Global Step: 272680 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:55,426-Speed 3342.54 samples/sec Loss 0.2604 LearningRate 0.0034 Epoch: 16 Global Step: 272690 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:06:58,522-Speed 3309.03 samples/sec Loss 0.2553 LearningRate 0.0034 Epoch: 16 Global Step: 272700 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:01,576-Speed 3353.98 samples/sec Loss 0.2658 LearningRate 0.0034 Epoch: 16 Global Step: 272710 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:04,636-Speed 3347.43 samples/sec Loss 0.2600 LearningRate 0.0034 Epoch: 16 Global Step: 272720 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:07,701-Speed 3340.84 samples/sec Loss 0.2709 LearningRate 0.0033 Epoch: 16 Global Step: 272730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:10,766-Speed 3342.37 samples/sec Loss 0.2641 LearningRate 0.0033 Epoch: 16 Global Step: 272740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:13,846-Speed 3325.89 samples/sec Loss 0.2615 LearningRate 0.0033 Epoch: 16 Global Step: 272750 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:16,905-Speed 3348.10 samples/sec Loss 0.2807 LearningRate 0.0033 Epoch: 16 Global Step: 272760 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:19,988-Speed 3321.49 samples/sec Loss 0.2617 LearningRate 0.0033 Epoch: 16 Global Step: 272770 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:23,049-Speed 3345.86 samples/sec Loss 0.2655 LearningRate 0.0033 Epoch: 16 Global Step: 272780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:26,127-Speed 3328.24 samples/sec Loss 0.2737 LearningRate 0.0033 Epoch: 16 Global Step: 272790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:29,184-Speed 3349.74 samples/sec Loss 0.2768 LearningRate 0.0033 Epoch: 16 Global Step: 272800 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:07:32,263-Speed 3327.13 samples/sec Loss 0.2668 LearningRate 0.0033 Epoch: 16 Global Step: 272810 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:35,330-Speed 3339.69 samples/sec Loss 0.2709 LearningRate 0.0033 Epoch: 16 Global Step: 272820 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:38,394-Speed 3342.30 samples/sec Loss 0.2716 LearningRate 0.0033 Epoch: 16 Global Step: 272830 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:41,464-Speed 3336.66 samples/sec Loss 0.2719 LearningRate 0.0033 Epoch: 16 Global Step: 272840 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:44,531-Speed 3339.48 samples/sec Loss 0.2891 LearningRate 0.0033 Epoch: 16 Global Step: 272850 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:47,623-Speed 3313.02 samples/sec Loss 0.2492 LearningRate 0.0033 Epoch: 16 Global Step: 272860 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:50,710-Speed 3317.55 samples/sec Loss 0.2519 LearningRate 0.0033 Epoch: 16 Global Step: 272870 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:53,859-Speed 3252.62 samples/sec Loss 0.2533 LearningRate 0.0033 Epoch: 16 Global Step: 272880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:07:57,021-Speed 3238.50 samples/sec Loss 0.2869 LearningRate 0.0033 Epoch: 16 Global Step: 272890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:00,128-Speed 3296.96 samples/sec Loss 0.2685 LearningRate 0.0033 Epoch: 16 Global Step: 272900 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:03,246-Speed 3285.11 samples/sec Loss 0.2712 LearningRate 0.0033 Epoch: 16 Global Step: 272910 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:08:06,301-Speed 3353.32 samples/sec Loss 0.2559 LearningRate 0.0033 Epoch: 16 Global Step: 272920 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:09,378-Speed 3328.22 samples/sec Loss 0.2795 LearningRate 0.0033 Epoch: 16 Global Step: 272930 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:12,444-Speed 3340.85 samples/sec Loss 0.2391 LearningRate 0.0033 Epoch: 16 Global Step: 272940 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:15,614-Speed 3230.68 samples/sec Loss 0.2691 LearningRate 0.0033 Epoch: 16 Global Step: 272950 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:18,682-Speed 3338.45 samples/sec Loss 0.2576 LearningRate 0.0033 Epoch: 16 Global Step: 272960 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:21,755-Speed 3333.40 samples/sec Loss 0.2863 LearningRate 0.0033 Epoch: 16 Global Step: 272970 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:24,820-Speed 3341.13 samples/sec Loss 0.2718 LearningRate 0.0033 Epoch: 16 Global Step: 272980 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:27,892-Speed 3334.38 samples/sec Loss 0.2576 LearningRate 0.0033 Epoch: 16 Global Step: 272990 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:30,984-Speed 3312.61 samples/sec Loss 0.2874 LearningRate 0.0033 Epoch: 16 Global Step: 273000 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:34,090-Speed 3298.08 samples/sec Loss 0.2508 LearningRate 0.0033 Epoch: 16 Global Step: 273010 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:37,174-Speed 3320.36 samples/sec Loss 0.2616 LearningRate 0.0033 Epoch: 16 Global Step: 273020 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:40,330-Speed 3246.09 samples/sec Loss 0.2642 LearningRate 0.0033 Epoch: 16 Global Step: 273030 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:43,405-Speed 3330.69 samples/sec Loss 0.2748 LearningRate 0.0033 Epoch: 16 Global Step: 273040 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:46,571-Speed 3235.16 samples/sec Loss 0.3004 LearningRate 0.0033 Epoch: 16 Global Step: 273050 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:49,682-Speed 3291.59 samples/sec Loss 0.2529 LearningRate 0.0033 Epoch: 16 Global Step: 273060 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:52,749-Speed 3339.28 samples/sec Loss 0.2813 LearningRate 0.0033 Epoch: 16 Global Step: 273070 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:55,815-Speed 3341.49 samples/sec Loss 0.2550 LearningRate 0.0033 Epoch: 16 Global Step: 273080 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:08:58,878-Speed 3344.94 samples/sec Loss 0.2779 LearningRate 0.0033 Epoch: 16 Global Step: 273090 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:01,949-Speed 3335.43 samples/sec Loss 0.2582 LearningRate 0.0033 Epoch: 16 Global Step: 273100 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:05,035-Speed 3318.66 samples/sec Loss 0.2586 LearningRate 0.0033 Epoch: 16 Global Step: 273110 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:08,095-Speed 3347.18 samples/sec Loss 0.2741 LearningRate 0.0033 Epoch: 16 Global Step: 273120 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:11,183-Speed 3316.80 samples/sec Loss 0.2737 LearningRate 0.0033 Epoch: 16 Global Step: 273130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:14,281-Speed 3305.78 samples/sec Loss 0.2572 LearningRate 0.0033 Epoch: 16 Global Step: 273140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:17,362-Speed 3324.40 samples/sec Loss 0.2511 LearningRate 0.0033 Epoch: 16 Global Step: 273150 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:20,436-Speed 3332.24 samples/sec Loss 0.2784 LearningRate 0.0033 Epoch: 16 Global Step: 273160 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:23,500-Speed 3342.30 samples/sec Loss 0.2607 LearningRate 0.0033 Epoch: 16 Global Step: 273170 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:26,572-Speed 3334.34 samples/sec Loss 0.2686 LearningRate 0.0033 Epoch: 16 Global Step: 273180 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:09:29,640-Speed 3338.29 samples/sec Loss 0.2623 LearningRate 0.0033 Epoch: 16 Global Step: 273190 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:32,725-Speed 3320.23 samples/sec Loss 0.2574 LearningRate 0.0033 Epoch: 16 Global Step: 273200 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:35,788-Speed 3344.31 samples/sec Loss 0.2676 LearningRate 0.0033 Epoch: 16 Global Step: 273210 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:38,859-Speed 3334.79 samples/sec Loss 0.2549 LearningRate 0.0033 Epoch: 16 Global Step: 273220 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:41,929-Speed 3335.88 samples/sec Loss 0.2713 LearningRate 0.0033 Epoch: 16 Global Step: 273230 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:45,122-Speed 3208.13 samples/sec Loss 0.2667 LearningRate 0.0033 Epoch: 16 Global Step: 273240 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:48,203-Speed 3324.42 samples/sec Loss 0.2519 LearningRate 0.0033 Epoch: 16 Global Step: 273250 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:51,308-Speed 3298.72 samples/sec Loss 0.2598 LearningRate 0.0033 Epoch: 16 Global Step: 273260 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:54,376-Speed 3338.05 samples/sec Loss 0.2848 LearningRate 0.0033 Epoch: 16 Global Step: 273270 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:09:57,537-Speed 3240.97 samples/sec Loss 0.2652 LearningRate 0.0033 Epoch: 16 Global Step: 273280 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:00,604-Speed 3338.64 samples/sec Loss 0.2563 LearningRate 0.0033 Epoch: 16 Global Step: 273290 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:03,687-Speed 3322.72 samples/sec Loss 0.2844 LearningRate 0.0033 Epoch: 16 Global Step: 273300 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:06,766-Speed 3325.99 samples/sec Loss 0.2579 LearningRate 0.0033 Epoch: 16 Global Step: 273310 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:09,854-Speed 3317.17 samples/sec Loss 0.2611 LearningRate 0.0033 Epoch: 16 Global Step: 273320 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:12,991-Speed 3265.00 samples/sec Loss 0.2674 LearningRate 0.0033 Epoch: 16 Global Step: 273330 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:16,169-Speed 3222.83 samples/sec Loss 0.2782 LearningRate 0.0033 Epoch: 16 Global Step: 273340 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:19,244-Speed 3331.80 samples/sec Loss 0.2513 LearningRate 0.0033 Epoch: 16 Global Step: 273350 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:22,311-Speed 3339.35 samples/sec Loss 0.2775 LearningRate 0.0033 Epoch: 16 Global Step: 273360 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:25,385-Speed 3331.33 samples/sec Loss 0.2616 LearningRate 0.0033 Epoch: 16 Global Step: 273370 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:28,459-Speed 3332.53 samples/sec Loss 0.2790 LearningRate 0.0033 Epoch: 16 Global Step: 273380 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:31,525-Speed 3339.78 samples/sec Loss 0.2595 LearningRate 0.0033 Epoch: 16 Global Step: 273390 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:10:34,703-Speed 3222.94 samples/sec Loss 0.2683 LearningRate 0.0033 Epoch: 16 Global Step: 273400 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:10:37,771-Speed 3338.69 samples/sec Loss 0.2771 LearningRate 0.0033 Epoch: 16 Global Step: 273410 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:40,917-Speed 3255.39 samples/sec Loss 0.2749 LearningRate 0.0033 Epoch: 16 Global Step: 273420 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:44,065-Speed 3253.83 samples/sec Loss 0.2856 LearningRate 0.0033 Epoch: 16 Global Step: 273430 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:47,206-Speed 3261.37 samples/sec Loss 0.2518 LearningRate 0.0033 Epoch: 16 Global Step: 273440 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:50,288-Speed 3323.45 samples/sec Loss 0.2719 LearningRate 0.0033 Epoch: 16 Global Step: 273450 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:53,438-Speed 3250.85 samples/sec Loss 0.2856 LearningRate 0.0033 Epoch: 16 Global Step: 273460 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:56,516-Speed 3327.57 samples/sec Loss 0.2563 LearningRate 0.0033 Epoch: 16 Global Step: 273470 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:10:59,584-Speed 3339.22 samples/sec Loss 0.2690 LearningRate 0.0033 Epoch: 16 Global Step: 273480 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:02,737-Speed 3248.09 samples/sec Loss 0.2881 LearningRate 0.0033 Epoch: 16 Global Step: 273490 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:05,911-Speed 3226.64 samples/sec Loss 0.2677 LearningRate 0.0033 Epoch: 16 Global Step: 273500 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:08,984-Speed 3333.36 samples/sec Loss 0.2771 LearningRate 0.0033 Epoch: 16 Global Step: 273510 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:11:12,045-Speed 3345.90 samples/sec Loss 0.2740 LearningRate 0.0033 Epoch: 16 Global Step: 273520 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:15,230-Speed 3216.37 samples/sec Loss 0.2675 LearningRate 0.0033 Epoch: 16 Global Step: 273530 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:18,300-Speed 3336.20 samples/sec Loss 0.2720 LearningRate 0.0033 Epoch: 16 Global Step: 273540 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:21,367-Speed 3338.80 samples/sec Loss 0.2689 LearningRate 0.0033 Epoch: 16 Global Step: 273550 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:24,453-Speed 3318.89 samples/sec Loss 0.2814 LearningRate 0.0033 Epoch: 16 Global Step: 273560 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:27,545-Speed 3312.79 samples/sec Loss 0.2755 LearningRate 0.0033 Epoch: 16 Global Step: 273570 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:30,663-Speed 3285.06 samples/sec Loss 0.2782 LearningRate 0.0033 Epoch: 16 Global Step: 273580 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:33,752-Speed 3315.35 samples/sec Loss 0.2615 LearningRate 0.0033 Epoch: 16 Global Step: 273590 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:36,836-Speed 3321.12 samples/sec Loss 0.2613 LearningRate 0.0033 Epoch: 16 Global Step: 273600 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:39,957-Speed 3282.07 samples/sec Loss 0.2483 LearningRate 0.0033 Epoch: 16 Global Step: 273610 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:11:43,034-Speed 3328.51 samples/sec Loss 0.2582 LearningRate 0.0033 Epoch: 16 Global Step: 273620 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:11:46,107-Speed 3333.39 samples/sec Loss 0.2568 LearningRate 0.0033 Epoch: 16 Global Step: 273630 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:11:49,173-Speed 3341.11 samples/sec Loss 0.2619 LearningRate 0.0032 Epoch: 16 Global Step: 273640 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:11:52,255-Speed 3323.07 samples/sec Loss 0.2814 LearningRate 0.0032 Epoch: 16 Global Step: 273650 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:11:55,341-Speed 3318.56 samples/sec Loss 0.2721 LearningRate 0.0032 Epoch: 16 Global Step: 273660 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:11:58,478-Speed 3264.57 samples/sec Loss 0.2597 LearningRate 0.0032 Epoch: 16 Global Step: 273670 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:01,575-Speed 3307.60 samples/sec Loss 0.2402 LearningRate 0.0032 Epoch: 16 Global Step: 273680 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:04,644-Speed 3337.79 samples/sec Loss 0.2571 LearningRate 0.0032 Epoch: 16 Global Step: 273690 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:07,715-Speed 3335.48 samples/sec Loss 0.2826 LearningRate 0.0032 Epoch: 16 Global Step: 273700 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:10,803-Speed 3315.95 samples/sec Loss 0.2622 LearningRate 0.0032 Epoch: 16 Global Step: 273710 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:13,911-Speed 3295.65 samples/sec Loss 0.2706 LearningRate 0.0032 Epoch: 16 Global Step: 273720 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:16,986-Speed 3330.71 samples/sec Loss 0.2827 LearningRate 0.0032 Epoch: 16 Global Step: 273730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:20,062-Speed 3330.05 samples/sec Loss 0.2793 LearningRate 0.0032 Epoch: 16 Global Step: 273740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:23,138-Speed 3329.09 samples/sec Loss 0.2687 LearningRate 0.0032 Epoch: 16 Global Step: 273750 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:26,247-Speed 3294.98 samples/sec Loss 0.2712 LearningRate 0.0032 Epoch: 16 Global Step: 273760 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:29,387-Speed 3261.33 samples/sec Loss 0.2786 LearningRate 0.0032 Epoch: 16 Global Step: 273770 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:32,552-Speed 3237.04 samples/sec Loss 0.2481 LearningRate 0.0032 Epoch: 16 Global Step: 273780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:35,689-Speed 3264.33 samples/sec Loss 0.2772 LearningRate 0.0032 Epoch: 16 Global Step: 273790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:38,792-Speed 3300.83 samples/sec Loss 0.2724 LearningRate 0.0032 Epoch: 16 Global Step: 273800 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:41,867-Speed 3331.37 samples/sec Loss 0.2531 LearningRate 0.0032 Epoch: 16 Global Step: 273810 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:44,937-Speed 3335.64 samples/sec Loss 0.2705 LearningRate 0.0032 Epoch: 16 Global Step: 273820 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:12:48,007-Speed 3336.96 samples/sec Loss 0.2674 LearningRate 0.0032 Epoch: 16 Global Step: 273830 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:51,086-Speed 3326.01 samples/sec Loss 0.2517 LearningRate 0.0032 Epoch: 16 Global Step: 273840 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:54,168-Speed 3322.81 samples/sec Loss 0.2720 LearningRate 0.0032 Epoch: 16 Global Step: 273850 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:12:57,274-Speed 3297.72 samples/sec Loss 0.2644 LearningRate 0.0032 Epoch: 16 Global Step: 273860 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:13:00,343-Speed 3338.32 samples/sec Loss 0.2673 LearningRate 0.0032 Epoch: 16 Global Step: 273870 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:13:03,406-Speed 3343.84 samples/sec Loss 0.2736 LearningRate 0.0032 Epoch: 16 Global Step: 273880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:13:06,476-Speed 3335.86 samples/sec Loss 0.2799 LearningRate 0.0032 Epoch: 16 Global Step: 273890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:13:09,539-Speed 3343.73 samples/sec Loss 0.2806 LearningRate 0.0032 Epoch: 16 Global Step: 273900 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:13:12,616-Speed 3329.09 samples/sec Loss 0.2735 LearningRate 0.0032 Epoch: 16 Global Step: 273910 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:13:15,684-Speed 3338.42 samples/sec Loss 0.2755 LearningRate 0.0032 Epoch: 16 Global Step: 273920 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:18,749-Speed 3341.90 samples/sec Loss 0.2819 LearningRate 0.0032 Epoch: 16 Global Step: 273930 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:21,841-Speed 3311.95 samples/sec Loss 0.2595 LearningRate 0.0032 Epoch: 16 Global Step: 273940 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:24,904-Speed 3344.78 samples/sec Loss 0.2648 LearningRate 0.0032 Epoch: 16 Global Step: 273950 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:27,966-Speed 3345.28 samples/sec Loss 0.2532 LearningRate 0.0032 Epoch: 16 Global Step: 273960 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:31,073-Speed 3296.52 samples/sec Loss 0.2677 LearningRate 0.0032 Epoch: 16 Global Step: 273970 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:34,138-Speed 3340.72 samples/sec Loss 0.2753 LearningRate 0.0032 Epoch: 16 Global Step: 273980 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:37,250-Speed 3292.16 samples/sec Loss 0.2595 LearningRate 0.0032 Epoch: 16 Global Step: 273990 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:13:40,391-Speed 3260.19 samples/sec Loss 0.2762 LearningRate 0.0032 Epoch: 16 Global Step: 274000 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:14:23,898-[lfw][274000]XNorm: 21.338436 Training: 2022-04-12 04:14:23,899-[lfw][274000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-12 04:14:23,899-[lfw][274000]Accuracy-Highest: 0.99817 Training: 2022-04-12 04:15:14,386-[cfp_fp][274000]XNorm: 23.095802 Training: 2022-04-12 04:15:14,387-[cfp_fp][274000]Accuracy-Flip: 0.99100+-0.00447 Training: 2022-04-12 04:15:14,387-[cfp_fp][274000]Accuracy-Highest: 0.99186 Training: 2022-04-12 04:15:57,843-[agedb_30][274000]XNorm: 23.452439 Training: 2022-04-12 04:15:57,844-[agedb_30][274000]Accuracy-Flip: 0.98517+-0.00545 Training: 2022-04-12 04:15:57,844-[agedb_30][274000]Accuracy-Highest: 0.98650 Training: 2022-04-12 04:16:00,934-Speed 72.86 samples/sec Loss 0.2795 LearningRate 0.0032 Epoch: 16 Global Step: 274010 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:16:04,000-Speed 3340.50 samples/sec Loss 0.2798 LearningRate 0.0032 Epoch: 16 Global Step: 274020 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:07,075-Speed 3331.38 samples/sec Loss 0.2681 LearningRate 0.0032 Epoch: 16 Global Step: 274030 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:10,128-Speed 3354.37 samples/sec Loss 0.2594 LearningRate 0.0032 Epoch: 16 Global Step: 274040 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:13,196-Speed 3338.78 samples/sec Loss 0.2709 LearningRate 0.0032 Epoch: 16 Global Step: 274050 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:16,265-Speed 3336.93 samples/sec Loss 0.2802 LearningRate 0.0032 Epoch: 16 Global Step: 274060 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:19,324-Speed 3348.10 samples/sec Loss 0.2561 LearningRate 0.0032 Epoch: 16 Global Step: 274070 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:22,383-Speed 3348.55 samples/sec Loss 0.2711 LearningRate 0.0032 Epoch: 16 Global Step: 274080 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:25,446-Speed 3344.25 samples/sec Loss 0.2640 LearningRate 0.0032 Epoch: 16 Global Step: 274090 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:28,510-Speed 3342.56 samples/sec Loss 0.2848 LearningRate 0.0032 Epoch: 16 Global Step: 274100 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:31,580-Speed 3336.73 samples/sec Loss 0.2738 LearningRate 0.0032 Epoch: 16 Global Step: 274110 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:34,625-Speed 3363.24 samples/sec Loss 0.2819 LearningRate 0.0032 Epoch: 16 Global Step: 274120 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:37,731-Speed 3297.77 samples/sec Loss 0.2628 LearningRate 0.0032 Epoch: 16 Global Step: 274130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:40,790-Speed 3348.42 samples/sec Loss 0.2617 LearningRate 0.0032 Epoch: 16 Global Step: 274140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:43,878-Speed 3315.98 samples/sec Loss 0.2655 LearningRate 0.0032 Epoch: 16 Global Step: 274150 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:46,938-Speed 3347.98 samples/sec Loss 0.2639 LearningRate 0.0032 Epoch: 16 Global Step: 274160 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:50,021-Speed 3321.47 samples/sec Loss 0.2776 LearningRate 0.0032 Epoch: 16 Global Step: 274170 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:53,090-Speed 3338.20 samples/sec Loss 0.2758 LearningRate 0.0032 Epoch: 16 Global Step: 274180 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:56,163-Speed 3332.71 samples/sec Loss 0.2866 LearningRate 0.0032 Epoch: 16 Global Step: 274190 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:16:59,221-Speed 3348.88 samples/sec Loss 0.2572 LearningRate 0.0032 Epoch: 16 Global Step: 274200 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:02,296-Speed 3331.10 samples/sec Loss 0.2575 LearningRate 0.0032 Epoch: 16 Global Step: 274210 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:05,363-Speed 3339.17 samples/sec Loss 0.2654 LearningRate 0.0032 Epoch: 16 Global Step: 274220 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:08,434-Speed 3335.72 samples/sec Loss 0.2631 LearningRate 0.0032 Epoch: 16 Global Step: 274230 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:11,512-Speed 3327.01 samples/sec Loss 0.2619 LearningRate 0.0032 Epoch: 16 Global Step: 274240 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:14,570-Speed 3349.32 samples/sec Loss 0.2534 LearningRate 0.0032 Epoch: 16 Global Step: 274250 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:17,646-Speed 3330.16 samples/sec Loss 0.2860 LearningRate 0.0032 Epoch: 16 Global Step: 274260 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:20,717-Speed 3334.77 samples/sec Loss 0.2754 LearningRate 0.0032 Epoch: 16 Global Step: 274270 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:23,790-Speed 3334.03 samples/sec Loss 0.2716 LearningRate 0.0032 Epoch: 16 Global Step: 274280 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:17:26,842-Speed 3355.60 samples/sec Loss 0.2674 LearningRate 0.0032 Epoch: 16 Global Step: 274290 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:29,905-Speed 3343.19 samples/sec Loss 0.2675 LearningRate 0.0032 Epoch: 16 Global Step: 274300 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:32,965-Speed 3347.38 samples/sec Loss 0.2691 LearningRate 0.0032 Epoch: 16 Global Step: 274310 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:36,025-Speed 3347.21 samples/sec Loss 0.2791 LearningRate 0.0032 Epoch: 16 Global Step: 274320 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:39,087-Speed 3345.50 samples/sec Loss 0.2854 LearningRate 0.0032 Epoch: 16 Global Step: 274330 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:42,146-Speed 3347.60 samples/sec Loss 0.2804 LearningRate 0.0032 Epoch: 16 Global Step: 274340 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:45,228-Speed 3323.26 samples/sec Loss 0.2630 LearningRate 0.0032 Epoch: 16 Global Step: 274350 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:48,295-Speed 3339.89 samples/sec Loss 0.2572 LearningRate 0.0032 Epoch: 16 Global Step: 274360 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:51,357-Speed 3345.26 samples/sec Loss 0.2709 LearningRate 0.0032 Epoch: 16 Global Step: 274370 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:54,422-Speed 3342.29 samples/sec Loss 0.2817 LearningRate 0.0032 Epoch: 16 Global Step: 274380 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:17:57,491-Speed 3337.25 samples/sec Loss 0.2650 LearningRate 0.0032 Epoch: 16 Global Step: 274390 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:00,559-Speed 3338.04 samples/sec Loss 0.2616 LearningRate 0.0032 Epoch: 16 Global Step: 274400 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:03,648-Speed 3315.14 samples/sec Loss 0.2707 LearningRate 0.0032 Epoch: 16 Global Step: 274410 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:06,716-Speed 3338.47 samples/sec Loss 0.2761 LearningRate 0.0032 Epoch: 16 Global Step: 274420 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:09,776-Speed 3347.20 samples/sec Loss 0.2637 LearningRate 0.0032 Epoch: 16 Global Step: 274430 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:12,855-Speed 3327.45 samples/sec Loss 0.2653 LearningRate 0.0032 Epoch: 16 Global Step: 274440 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:15,920-Speed 3341.47 samples/sec Loss 0.2679 LearningRate 0.0032 Epoch: 16 Global Step: 274450 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:18,986-Speed 3341.12 samples/sec Loss 0.2529 LearningRate 0.0032 Epoch: 16 Global Step: 274460 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:22,040-Speed 3353.50 samples/sec Loss 0.2637 LearningRate 0.0032 Epoch: 16 Global Step: 274470 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:25,104-Speed 3343.08 samples/sec Loss 0.2653 LearningRate 0.0032 Epoch: 16 Global Step: 274480 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:28,187-Speed 3321.08 samples/sec Loss 0.2683 LearningRate 0.0032 Epoch: 16 Global Step: 274490 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:31,300-Speed 3290.79 samples/sec Loss 0.2796 LearningRate 0.0032 Epoch: 16 Global Step: 274500 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:34,367-Speed 3339.60 samples/sec Loss 0.2549 LearningRate 0.0032 Epoch: 16 Global Step: 274510 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:37,435-Speed 3338.05 samples/sec Loss 0.2763 LearningRate 0.0032 Epoch: 16 Global Step: 274520 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:40,622-Speed 3214.44 samples/sec Loss 0.2710 LearningRate 0.0032 Epoch: 16 Global Step: 274530 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:43,800-Speed 3222.25 samples/sec Loss 0.2554 LearningRate 0.0032 Epoch: 16 Global Step: 274540 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:46,873-Speed 3333.04 samples/sec Loss 0.2519 LearningRate 0.0032 Epoch: 16 Global Step: 274550 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:49,938-Speed 3341.53 samples/sec Loss 0.2620 LearningRate 0.0032 Epoch: 16 Global Step: 274560 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:18:53,005-Speed 3340.42 samples/sec Loss 0.2699 LearningRate 0.0032 Epoch: 16 Global Step: 274570 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:56,076-Speed 3334.06 samples/sec Loss 0.2850 LearningRate 0.0031 Epoch: 16 Global Step: 274580 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:18:59,171-Speed 3309.97 samples/sec Loss 0.2844 LearningRate 0.0031 Epoch: 16 Global Step: 274590 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:02,254-Speed 3322.25 samples/sec Loss 0.2679 LearningRate 0.0031 Epoch: 16 Global Step: 274600 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:05,314-Speed 3349.05 samples/sec Loss 0.2667 LearningRate 0.0031 Epoch: 16 Global Step: 274610 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:08,388-Speed 3332.60 samples/sec Loss 0.2924 LearningRate 0.0031 Epoch: 16 Global Step: 274620 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:11,454-Speed 3340.16 samples/sec Loss 0.2649 LearningRate 0.0031 Epoch: 16 Global Step: 274630 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:14,524-Speed 3336.95 samples/sec Loss 0.2618 LearningRate 0.0031 Epoch: 16 Global Step: 274640 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:17,578-Speed 3353.34 samples/sec Loss 0.2744 LearningRate 0.0031 Epoch: 16 Global Step: 274650 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:20,657-Speed 3326.49 samples/sec Loss 0.2789 LearningRate 0.0031 Epoch: 16 Global Step: 274660 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:23,719-Speed 3345.12 samples/sec Loss 0.2688 LearningRate 0.0031 Epoch: 16 Global Step: 274670 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:26,785-Speed 3340.05 samples/sec Loss 0.2699 LearningRate 0.0031 Epoch: 16 Global Step: 274680 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:29,991-Speed 3194.26 samples/sec Loss 0.2618 LearningRate 0.0031 Epoch: 16 Global Step: 274690 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:33,139-Speed 3254.45 samples/sec Loss 0.2654 LearningRate 0.0031 Epoch: 16 Global Step: 274700 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:36,289-Speed 3251.74 samples/sec Loss 0.2594 LearningRate 0.0031 Epoch: 16 Global Step: 274710 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:39,362-Speed 3332.87 samples/sec Loss 0.2624 LearningRate 0.0031 Epoch: 16 Global Step: 274720 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:42,448-Speed 3319.04 samples/sec Loss 0.2953 LearningRate 0.0031 Epoch: 16 Global Step: 274730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:45,514-Speed 3340.70 samples/sec Loss 0.2742 LearningRate 0.0031 Epoch: 16 Global Step: 274740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:19:48,576-Speed 3344.36 samples/sec Loss 0.2814 LearningRate 0.0031 Epoch: 16 Global Step: 274750 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:51,687-Speed 3292.41 samples/sec Loss 0.2731 LearningRate 0.0031 Epoch: 16 Global Step: 274760 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:54,784-Speed 3307.97 samples/sec Loss 0.2699 LearningRate 0.0031 Epoch: 16 Global Step: 274770 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:19:57,931-Speed 3254.10 samples/sec Loss 0.2552 LearningRate 0.0031 Epoch: 16 Global Step: 274780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:01,000-Speed 3337.90 samples/sec Loss 0.2724 LearningRate 0.0031 Epoch: 16 Global Step: 274790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:04,081-Speed 3323.81 samples/sec Loss 0.2673 LearningRate 0.0031 Epoch: 16 Global Step: 274800 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:07,144-Speed 3344.30 samples/sec Loss 0.2695 LearningRate 0.0031 Epoch: 16 Global Step: 274810 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:10,277-Speed 3268.75 samples/sec Loss 0.2790 LearningRate 0.0031 Epoch: 16 Global Step: 274820 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:13,371-Speed 3310.32 samples/sec Loss 0.2808 LearningRate 0.0031 Epoch: 16 Global Step: 274830 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:16,543-Speed 3229.47 samples/sec Loss 0.2641 LearningRate 0.0031 Epoch: 16 Global Step: 274840 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:19,649-Speed 3296.76 samples/sec Loss 0.2705 LearningRate 0.0031 Epoch: 16 Global Step: 274850 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:22,786-Speed 3266.11 samples/sec Loss 0.2715 LearningRate 0.0031 Epoch: 16 Global Step: 274860 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:25,854-Speed 3337.77 samples/sec Loss 0.2775 LearningRate 0.0031 Epoch: 16 Global Step: 274870 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:28,959-Speed 3299.68 samples/sec Loss 0.2640 LearningRate 0.0031 Epoch: 16 Global Step: 274880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:20:32,025-Speed 3340.75 samples/sec Loss 0.2809 LearningRate 0.0031 Epoch: 16 Global Step: 274890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:20:35,146-Speed 3281.39 samples/sec Loss 0.2688 LearningRate 0.0031 Epoch: 16 Global Step: 274900 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:38,251-Speed 3298.09 samples/sec Loss 0.2651 LearningRate 0.0031 Epoch: 16 Global Step: 274910 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:41,320-Speed 3337.66 samples/sec Loss 0.2750 LearningRate 0.0031 Epoch: 16 Global Step: 274920 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:44,428-Speed 3295.30 samples/sec Loss 0.2469 LearningRate 0.0031 Epoch: 16 Global Step: 274930 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:47,509-Speed 3324.06 samples/sec Loss 0.2728 LearningRate 0.0031 Epoch: 16 Global Step: 274940 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:50,642-Speed 3270.05 samples/sec Loss 0.2614 LearningRate 0.0031 Epoch: 16 Global Step: 274950 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:54,515-Speed 2644.03 samples/sec Loss 0.2756 LearningRate 0.0031 Epoch: 16 Global Step: 274960 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:20:57,582-Speed 3340.15 samples/sec Loss 0.2742 LearningRate 0.0031 Epoch: 16 Global Step: 274970 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:00,648-Speed 3340.87 samples/sec Loss 0.2724 LearningRate 0.0031 Epoch: 16 Global Step: 274980 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:03,781-Speed 3268.27 samples/sec Loss 0.2762 LearningRate 0.0031 Epoch: 16 Global Step: 274990 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:06,839-Speed 3349.62 samples/sec Loss 0.2818 LearningRate 0.0031 Epoch: 16 Global Step: 275000 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:09,898-Speed 3347.97 samples/sec Loss 0.2849 LearningRate 0.0031 Epoch: 16 Global Step: 275010 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:12,972-Speed 3331.95 samples/sec Loss 0.2852 LearningRate 0.0031 Epoch: 16 Global Step: 275020 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:16,037-Speed 3341.93 samples/sec Loss 0.2845 LearningRate 0.0031 Epoch: 16 Global Step: 275030 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:19,172-Speed 3266.85 samples/sec Loss 0.2658 LearningRate 0.0031 Epoch: 16 Global Step: 275040 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:22,265-Speed 3311.22 samples/sec Loss 0.2765 LearningRate 0.0031 Epoch: 16 Global Step: 275050 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:25,414-Speed 3253.00 samples/sec Loss 0.2617 LearningRate 0.0031 Epoch: 16 Global Step: 275060 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:28,491-Speed 3328.77 samples/sec Loss 0.2620 LearningRate 0.0031 Epoch: 16 Global Step: 275070 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:31,565-Speed 3332.06 samples/sec Loss 0.2613 LearningRate 0.0031 Epoch: 16 Global Step: 275080 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:34,656-Speed 3314.18 samples/sec Loss 0.2659 LearningRate 0.0031 Epoch: 16 Global Step: 275090 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:21:37,733-Speed 3328.34 samples/sec Loss 0.2652 LearningRate 0.0031 Epoch: 16 Global Step: 275100 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:21:40,853-Speed 3282.00 samples/sec Loss 0.2722 LearningRate 0.0031 Epoch: 16 Global Step: 275110 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:21:43,975-Speed 3281.44 samples/sec Loss 0.2650 LearningRate 0.0031 Epoch: 16 Global Step: 275120 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:21:47,062-Speed 3318.02 samples/sec Loss 0.2787 LearningRate 0.0031 Epoch: 16 Global Step: 275130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:21:50,185-Speed 3279.13 samples/sec Loss 0.2811 LearningRate 0.0031 Epoch: 16 Global Step: 275140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:21:53,263-Speed 3327.63 samples/sec Loss 0.2650 LearningRate 0.0031 Epoch: 16 Global Step: 275150 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:21:56,339-Speed 3329.62 samples/sec Loss 0.2665 LearningRate 0.0031 Epoch: 16 Global Step: 275160 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:21:59,416-Speed 3329.12 samples/sec Loss 0.2598 LearningRate 0.0031 Epoch: 16 Global Step: 275170 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:02,510-Speed 3309.68 samples/sec Loss 0.2834 LearningRate 0.0031 Epoch: 16 Global Step: 275180 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:05,592-Speed 3324.07 samples/sec Loss 0.2724 LearningRate 0.0031 Epoch: 16 Global Step: 275190 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:08,665-Speed 3332.17 samples/sec Loss 0.2591 LearningRate 0.0031 Epoch: 16 Global Step: 275200 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:11,751-Speed 3319.10 samples/sec Loss 0.2943 LearningRate 0.0031 Epoch: 16 Global Step: 275210 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:14,903-Speed 3249.54 samples/sec Loss 0.2646 LearningRate 0.0031 Epoch: 16 Global Step: 275220 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:17,964-Speed 3346.71 samples/sec Loss 0.2551 LearningRate 0.0031 Epoch: 16 Global Step: 275230 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:21,031-Speed 3339.20 samples/sec Loss 0.2776 LearningRate 0.0031 Epoch: 16 Global Step: 275240 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:24,125-Speed 3310.70 samples/sec Loss 0.2591 LearningRate 0.0031 Epoch: 16 Global Step: 275250 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:27,238-Speed 3290.52 samples/sec Loss 0.2588 LearningRate 0.0031 Epoch: 16 Global Step: 275260 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:30,379-Speed 3260.35 samples/sec Loss 0.2677 LearningRate 0.0031 Epoch: 16 Global Step: 275270 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:22:33,462-Speed 3321.86 samples/sec Loss 0.2683 LearningRate 0.0031 Epoch: 16 Global Step: 275280 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:36,645-Speed 3217.67 samples/sec Loss 0.2586 LearningRate 0.0031 Epoch: 16 Global Step: 275290 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:39,719-Speed 3331.45 samples/sec Loss 0.2588 LearningRate 0.0031 Epoch: 16 Global Step: 275300 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:42,794-Speed 3331.18 samples/sec Loss 0.2789 LearningRate 0.0031 Epoch: 16 Global Step: 275310 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:45,876-Speed 3323.58 samples/sec Loss 0.2849 LearningRate 0.0031 Epoch: 16 Global Step: 275320 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:48,951-Speed 3330.89 samples/sec Loss 0.2748 LearningRate 0.0031 Epoch: 16 Global Step: 275330 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:52,033-Speed 3323.67 samples/sec Loss 0.2711 LearningRate 0.0031 Epoch: 16 Global Step: 275340 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:55,134-Speed 3302.19 samples/sec Loss 0.2612 LearningRate 0.0031 Epoch: 16 Global Step: 275350 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:22:58,217-Speed 3322.88 samples/sec Loss 0.2498 LearningRate 0.0031 Epoch: 16 Global Step: 275360 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:23:01,312-Speed 3308.92 samples/sec Loss 0.2787 LearningRate 0.0031 Epoch: 16 Global Step: 275370 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:23:04,400-Speed 3316.28 samples/sec Loss 0.2639 LearningRate 0.0031 Epoch: 16 Global Step: 275380 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:07,537-Speed 3265.16 samples/sec Loss 0.2720 LearningRate 0.0031 Epoch: 16 Global Step: 275390 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:10,618-Speed 3324.70 samples/sec Loss 0.2533 LearningRate 0.0031 Epoch: 16 Global Step: 275400 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:13,738-Speed 3282.25 samples/sec Loss 0.2588 LearningRate 0.0031 Epoch: 16 Global Step: 275410 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:16,802-Speed 3343.51 samples/sec Loss 0.2916 LearningRate 0.0031 Epoch: 16 Global Step: 275420 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:19,913-Speed 3291.77 samples/sec Loss 0.3032 LearningRate 0.0031 Epoch: 16 Global Step: 275430 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:23,029-Speed 3287.73 samples/sec Loss 0.2612 LearningRate 0.0031 Epoch: 16 Global Step: 275440 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:26,210-Speed 3219.45 samples/sec Loss 0.2502 LearningRate 0.0031 Epoch: 16 Global Step: 275450 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:29,309-Speed 3304.43 samples/sec Loss 0.2737 LearningRate 0.0031 Epoch: 16 Global Step: 275460 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:32,372-Speed 3344.42 samples/sec Loss 0.3002 LearningRate 0.0031 Epoch: 16 Global Step: 275470 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:35,425-Speed 3354.47 samples/sec Loss 0.2786 LearningRate 0.0031 Epoch: 16 Global Step: 275480 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:38,544-Speed 3283.75 samples/sec Loss 0.2944 LearningRate 0.0031 Epoch: 16 Global Step: 275490 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:23:41,612-Speed 3339.05 samples/sec Loss 0.2633 LearningRate 0.0031 Epoch: 16 Global Step: 275500 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:23:44,727-Speed 3287.70 samples/sec Loss 0.2923 LearningRate 0.0031 Epoch: 16 Global Step: 275510 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:23:47,801-Speed 3332.56 samples/sec Loss 0.2692 LearningRate 0.0031 Epoch: 16 Global Step: 275520 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:23:50,865-Speed 3342.26 samples/sec Loss 0.2752 LearningRate 0.0030 Epoch: 16 Global Step: 275530 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:23:53,938-Speed 3333.28 samples/sec Loss 0.2665 LearningRate 0.0030 Epoch: 16 Global Step: 275540 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:23:57,008-Speed 3336.24 samples/sec Loss 0.2839 LearningRate 0.0030 Epoch: 16 Global Step: 275550 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:00,075-Speed 3339.08 samples/sec Loss 0.2732 LearningRate 0.0030 Epoch: 16 Global Step: 275560 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:03,150-Speed 3331.48 samples/sec Loss 0.2939 LearningRate 0.0030 Epoch: 16 Global Step: 275570 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:06,221-Speed 3334.59 samples/sec Loss 0.2580 LearningRate 0.0030 Epoch: 16 Global Step: 275580 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:09,292-Speed 3335.02 samples/sec Loss 0.2621 LearningRate 0.0030 Epoch: 16 Global Step: 275590 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:12,495-Speed 3197.69 samples/sec Loss 0.2803 LearningRate 0.0030 Epoch: 16 Global Step: 275600 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:15,592-Speed 3307.32 samples/sec Loss 0.2623 LearningRate 0.0030 Epoch: 16 Global Step: 275610 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:18,695-Speed 3300.51 samples/sec Loss 0.2880 LearningRate 0.0030 Epoch: 16 Global Step: 275620 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:21,831-Speed 3266.22 samples/sec Loss 0.2690 LearningRate 0.0030 Epoch: 16 Global Step: 275630 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:24,919-Speed 3316.84 samples/sec Loss 0.3139 LearningRate 0.0030 Epoch: 16 Global Step: 275640 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:28,023-Speed 3299.57 samples/sec Loss 0.2921 LearningRate 0.0030 Epoch: 16 Global Step: 275650 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:31,105-Speed 3323.46 samples/sec Loss 0.2675 LearningRate 0.0030 Epoch: 16 Global Step: 275660 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:34,177-Speed 3334.10 samples/sec Loss 0.2582 LearningRate 0.0030 Epoch: 16 Global Step: 275670 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:24:37,246-Speed 3337.69 samples/sec Loss 0.2907 LearningRate 0.0030 Epoch: 16 Global Step: 275680 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:40,321-Speed 3330.78 samples/sec Loss 0.2971 LearningRate 0.0030 Epoch: 16 Global Step: 275690 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:43,397-Speed 3329.38 samples/sec Loss 0.2886 LearningRate 0.0030 Epoch: 16 Global Step: 275700 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:46,470-Speed 3333.74 samples/sec Loss 0.2731 LearningRate 0.0030 Epoch: 16 Global Step: 275710 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:49,555-Speed 3319.40 samples/sec Loss 0.2824 LearningRate 0.0030 Epoch: 16 Global Step: 275720 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:52,643-Speed 3316.97 samples/sec Loss 0.2695 LearningRate 0.0030 Epoch: 16 Global Step: 275730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:55,741-Speed 3306.54 samples/sec Loss 0.2750 LearningRate 0.0030 Epoch: 16 Global Step: 275740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:24:58,805-Speed 3341.87 samples/sec Loss 0.2536 LearningRate 0.0030 Epoch: 16 Global Step: 275750 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:01,929-Speed 3278.95 samples/sec Loss 0.2894 LearningRate 0.0030 Epoch: 16 Global Step: 275760 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:05,092-Speed 3238.51 samples/sec Loss 0.2746 LearningRate 0.0030 Epoch: 16 Global Step: 275770 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:08,176-Speed 3320.56 samples/sec Loss 0.2856 LearningRate 0.0030 Epoch: 16 Global Step: 275780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:11,263-Speed 3318.27 samples/sec Loss 0.2664 LearningRate 0.0030 Epoch: 16 Global Step: 275790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:14,366-Speed 3301.00 samples/sec Loss 0.2891 LearningRate 0.0030 Epoch: 16 Global Step: 275800 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:17,508-Speed 3260.10 samples/sec Loss 0.2688 LearningRate 0.0030 Epoch: 16 Global Step: 275810 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:20,579-Speed 3334.35 samples/sec Loss 0.3021 LearningRate 0.0030 Epoch: 16 Global Step: 275820 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:23,698-Speed 3284.13 samples/sec Loss 0.2779 LearningRate 0.0030 Epoch: 16 Global Step: 275830 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:26,787-Speed 3315.73 samples/sec Loss 0.2720 LearningRate 0.0030 Epoch: 16 Global Step: 275840 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:29,912-Speed 3277.77 samples/sec Loss 0.2549 LearningRate 0.0030 Epoch: 16 Global Step: 275850 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:32,999-Speed 3317.77 samples/sec Loss 0.2806 LearningRate 0.0030 Epoch: 16 Global Step: 275860 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:36,129-Speed 3272.79 samples/sec Loss 0.2756 LearningRate 0.0030 Epoch: 16 Global Step: 275870 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:39,270-Speed 3260.66 samples/sec Loss 0.2444 LearningRate 0.0030 Epoch: 16 Global Step: 275880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:25:42,354-Speed 3320.93 samples/sec Loss 0.2846 LearningRate 0.0030 Epoch: 16 Global Step: 275890 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:45,587-Speed 3167.79 samples/sec Loss 0.2838 LearningRate 0.0030 Epoch: 16 Global Step: 275900 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:48,774-Speed 3213.60 samples/sec Loss 0.2955 LearningRate 0.0030 Epoch: 16 Global Step: 275910 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:51,919-Speed 3257.48 samples/sec Loss 0.2637 LearningRate 0.0030 Epoch: 16 Global Step: 275920 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:54,997-Speed 3327.58 samples/sec Loss 0.2457 LearningRate 0.0030 Epoch: 16 Global Step: 275930 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:25:58,207-Speed 3190.95 samples/sec Loss 0.2931 LearningRate 0.0030 Epoch: 16 Global Step: 275940 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:26:01,312-Speed 3298.35 samples/sec Loss 0.2638 LearningRate 0.0030 Epoch: 16 Global Step: 275950 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:26:04,382-Speed 3336.50 samples/sec Loss 0.2868 LearningRate 0.0030 Epoch: 16 Global Step: 275960 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:26:07,528-Speed 3255.38 samples/sec Loss 0.2729 LearningRate 0.0030 Epoch: 16 Global Step: 275970 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:26:10,705-Speed 3223.92 samples/sec Loss 0.3126 LearningRate 0.0030 Epoch: 16 Global Step: 275980 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:26:13,829-Speed 3278.63 samples/sec Loss 0.2742 LearningRate 0.0030 Epoch: 16 Global Step: 275990 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:26:16,916-Speed 3317.92 samples/sec Loss 0.2788 LearningRate 0.0030 Epoch: 16 Global Step: 276000 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:27:00,773-[lfw][276000]XNorm: 21.466773 Training: 2022-04-12 04:27:00,774-[lfw][276000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 04:27:00,774-[lfw][276000]Accuracy-Highest: 0.99817 Training: 2022-04-12 04:27:51,475-[cfp_fp][276000]XNorm: 22.947246 Training: 2022-04-12 04:27:51,476-[cfp_fp][276000]Accuracy-Flip: 0.99129+-0.00329 Training: 2022-04-12 04:27:51,476-[cfp_fp][276000]Accuracy-Highest: 0.99186 Training: 2022-04-12 04:28:35,055-[agedb_30][276000]XNorm: 23.308940 Training: 2022-04-12 04:28:35,055-[agedb_30][276000]Accuracy-Flip: 0.98550+-0.00563 Training: 2022-04-12 04:28:35,056-[agedb_30][276000]Accuracy-Highest: 0.98650 Training: 2022-04-12 04:28:38,121-Speed 72.52 samples/sec Loss 0.2739 LearningRate 0.0030 Epoch: 16 Global Step: 276010 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:28:41,175-Speed 3353.95 samples/sec Loss 0.2831 LearningRate 0.0030 Epoch: 16 Global Step: 276020 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:28:44,232-Speed 3350.19 samples/sec Loss 0.2458 LearningRate 0.0030 Epoch: 16 Global Step: 276030 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:28:47,280-Speed 3360.41 samples/sec Loss 0.2743 LearningRate 0.0030 Epoch: 16 Global Step: 276040 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:28:50,353-Speed 3333.32 samples/sec Loss 0.2897 LearningRate 0.0030 Epoch: 16 Global Step: 276050 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:28:53,411-Speed 3349.28 samples/sec Loss 0.2688 LearningRate 0.0030 Epoch: 16 Global Step: 276060 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:28:56,466-Speed 3351.85 samples/sec Loss 0.2706 LearningRate 0.0030 Epoch: 16 Global Step: 276070 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:28:59,549-Speed 3322.84 samples/sec Loss 0.2678 LearningRate 0.0030 Epoch: 16 Global Step: 276080 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:02,647-Speed 3305.73 samples/sec Loss 0.2600 LearningRate 0.0030 Epoch: 16 Global Step: 276090 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:05,691-Speed 3364.81 samples/sec Loss 0.2614 LearningRate 0.0030 Epoch: 16 Global Step: 276100 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:08,747-Speed 3351.73 samples/sec Loss 0.2890 LearningRate 0.0030 Epoch: 16 Global Step: 276110 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:11,857-Speed 3292.77 samples/sec Loss 0.2530 LearningRate 0.0030 Epoch: 16 Global Step: 276120 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:14,960-Speed 3301.03 samples/sec Loss 0.2614 LearningRate 0.0030 Epoch: 16 Global Step: 276130 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:18,159-Speed 3201.40 samples/sec Loss 0.2508 LearningRate 0.0030 Epoch: 16 Global Step: 276140 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:21,219-Speed 3346.96 samples/sec Loss 0.2945 LearningRate 0.0030 Epoch: 16 Global Step: 276150 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:24,374-Speed 3246.70 samples/sec Loss 0.2749 LearningRate 0.0030 Epoch: 16 Global Step: 276160 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:27,476-Speed 3301.85 samples/sec Loss 0.2603 LearningRate 0.0030 Epoch: 16 Global Step: 276170 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:30,549-Speed 3333.75 samples/sec Loss 0.2675 LearningRate 0.0030 Epoch: 16 Global Step: 276180 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:33,615-Speed 3339.82 samples/sec Loss 0.2664 LearningRate 0.0030 Epoch: 16 Global Step: 276190 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:29:36,725-Speed 3293.71 samples/sec Loss 0.2666 LearningRate 0.0030 Epoch: 16 Global Step: 276200 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:39,808-Speed 3321.85 samples/sec Loss 0.2692 LearningRate 0.0030 Epoch: 16 Global Step: 276210 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:42,865-Speed 3350.01 samples/sec Loss 0.2649 LearningRate 0.0030 Epoch: 16 Global Step: 276220 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:45,932-Speed 3340.01 samples/sec Loss 0.2680 LearningRate 0.0030 Epoch: 16 Global Step: 276230 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:49,004-Speed 3334.39 samples/sec Loss 0.2647 LearningRate 0.0030 Epoch: 16 Global Step: 276240 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:52,065-Speed 3346.74 samples/sec Loss 0.2744 LearningRate 0.0030 Epoch: 16 Global Step: 276250 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:55,127-Speed 3344.81 samples/sec Loss 0.2821 LearningRate 0.0030 Epoch: 16 Global Step: 276260 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:29:58,225-Speed 3305.98 samples/sec Loss 0.2746 LearningRate 0.0030 Epoch: 16 Global Step: 276270 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:01,309-Speed 3320.25 samples/sec Loss 0.2716 LearningRate 0.0030 Epoch: 16 Global Step: 276280 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:04,372-Speed 3344.84 samples/sec Loss 0.2645 LearningRate 0.0030 Epoch: 16 Global Step: 276290 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:07,471-Speed 3304.56 samples/sec Loss 0.2974 LearningRate 0.0030 Epoch: 16 Global Step: 276300 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:10,528-Speed 3350.71 samples/sec Loss 0.2586 LearningRate 0.0030 Epoch: 16 Global Step: 276310 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:13,603-Speed 3330.06 samples/sec Loss 0.2787 LearningRate 0.0030 Epoch: 16 Global Step: 276320 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:16,681-Speed 3327.77 samples/sec Loss 0.2669 LearningRate 0.0030 Epoch: 16 Global Step: 276330 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:19,794-Speed 3291.18 samples/sec Loss 0.2710 LearningRate 0.0030 Epoch: 16 Global Step: 276340 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:22,858-Speed 3342.42 samples/sec Loss 0.2638 LearningRate 0.0030 Epoch: 16 Global Step: 276350 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:25,956-Speed 3306.17 samples/sec Loss 0.2631 LearningRate 0.0030 Epoch: 16 Global Step: 276360 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:29,070-Speed 3288.40 samples/sec Loss 0.2569 LearningRate 0.0030 Epoch: 16 Global Step: 276370 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:32,147-Speed 3329.26 samples/sec Loss 0.2757 LearningRate 0.0030 Epoch: 16 Global Step: 276380 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:35,213-Speed 3340.72 samples/sec Loss 0.2641 LearningRate 0.0030 Epoch: 16 Global Step: 276390 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:38,342-Speed 3273.02 samples/sec Loss 0.2876 LearningRate 0.0030 Epoch: 16 Global Step: 276400 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:41,442-Speed 3303.88 samples/sec Loss 0.2880 LearningRate 0.0030 Epoch: 16 Global Step: 276410 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:44,501-Speed 3348.29 samples/sec Loss 0.2732 LearningRate 0.0030 Epoch: 16 Global Step: 276420 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:47,566-Speed 3341.75 samples/sec Loss 0.2737 LearningRate 0.0030 Epoch: 16 Global Step: 276430 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:50,666-Speed 3304.39 samples/sec Loss 0.2854 LearningRate 0.0030 Epoch: 16 Global Step: 276440 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:53,780-Speed 3288.34 samples/sec Loss 0.2613 LearningRate 0.0030 Epoch: 16 Global Step: 276450 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:56,841-Speed 3345.81 samples/sec Loss 0.2654 LearningRate 0.0030 Epoch: 16 Global Step: 276460 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:30:59,937-Speed 3309.07 samples/sec Loss 0.2806 LearningRate 0.0030 Epoch: 16 Global Step: 276470 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:03,016-Speed 3326.01 samples/sec Loss 0.2754 LearningRate 0.0030 Epoch: 16 Global Step: 276480 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:06,133-Speed 3286.27 samples/sec Loss 0.2686 LearningRate 0.0029 Epoch: 16 Global Step: 276490 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:09,192-Speed 3348.16 samples/sec Loss 0.2678 LearningRate 0.0029 Epoch: 16 Global Step: 276500 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:12,270-Speed 3327.56 samples/sec Loss 0.2590 LearningRate 0.0029 Epoch: 16 Global Step: 276510 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:15,385-Speed 3288.43 samples/sec Loss 0.2566 LearningRate 0.0029 Epoch: 16 Global Step: 276520 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:18,457-Speed 3334.14 samples/sec Loss 0.2569 LearningRate 0.0029 Epoch: 16 Global Step: 276530 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:21,573-Speed 3286.91 samples/sec Loss 0.2787 LearningRate 0.0029 Epoch: 16 Global Step: 276540 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:24,669-Speed 3308.20 samples/sec Loss 0.2743 LearningRate 0.0029 Epoch: 16 Global Step: 276550 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:27,745-Speed 3328.77 samples/sec Loss 0.2806 LearningRate 0.0029 Epoch: 16 Global Step: 276560 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:30,804-Speed 3348.55 samples/sec Loss 0.2664 LearningRate 0.0029 Epoch: 16 Global Step: 276570 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:33,886-Speed 3324.02 samples/sec Loss 0.2425 LearningRate 0.0029 Epoch: 16 Global Step: 276580 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:36,981-Speed 3309.18 samples/sec Loss 0.2776 LearningRate 0.0029 Epoch: 16 Global Step: 276590 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:31:40,098-Speed 3285.94 samples/sec Loss 0.2840 LearningRate 0.0029 Epoch: 16 Global Step: 276600 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:43,229-Speed 3271.69 samples/sec Loss 0.2793 LearningRate 0.0029 Epoch: 16 Global Step: 276610 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:46,290-Speed 3345.48 samples/sec Loss 0.2853 LearningRate 0.0029 Epoch: 16 Global Step: 276620 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:49,354-Speed 3342.66 samples/sec Loss 0.2965 LearningRate 0.0029 Epoch: 16 Global Step: 276630 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:52,420-Speed 3340.33 samples/sec Loss 0.2818 LearningRate 0.0029 Epoch: 16 Global Step: 276640 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:55,539-Speed 3283.84 samples/sec Loss 0.2768 LearningRate 0.0029 Epoch: 16 Global Step: 276650 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:31:58,621-Speed 3323.47 samples/sec Loss 0.2907 LearningRate 0.0029 Epoch: 16 Global Step: 276660 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:01,684-Speed 3344.29 samples/sec Loss 0.2811 LearningRate 0.0029 Epoch: 16 Global Step: 276670 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:04,745-Speed 3346.56 samples/sec Loss 0.2623 LearningRate 0.0029 Epoch: 16 Global Step: 276680 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:07,817-Speed 3333.81 samples/sec Loss 0.2834 LearningRate 0.0029 Epoch: 16 Global Step: 276690 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:10,974-Speed 3243.85 samples/sec Loss 0.2733 LearningRate 0.0029 Epoch: 16 Global Step: 276700 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:14,047-Speed 3333.37 samples/sec Loss 0.2726 LearningRate 0.0029 Epoch: 16 Global Step: 276710 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:17,118-Speed 3335.30 samples/sec Loss 0.2691 LearningRate 0.0029 Epoch: 16 Global Step: 276720 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:20,210-Speed 3311.84 samples/sec Loss 0.2712 LearningRate 0.0029 Epoch: 16 Global Step: 276730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:23,283-Speed 3332.85 samples/sec Loss 0.2680 LearningRate 0.0029 Epoch: 16 Global Step: 276740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:26,341-Speed 3349.71 samples/sec Loss 0.2919 LearningRate 0.0029 Epoch: 16 Global Step: 276750 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:32:29,420-Speed 3326.42 samples/sec Loss 0.2840 LearningRate 0.0029 Epoch: 16 Global Step: 276760 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:32,484-Speed 3343.38 samples/sec Loss 0.2926 LearningRate 0.0029 Epoch: 16 Global Step: 276770 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:35,598-Speed 3289.05 samples/sec Loss 0.2905 LearningRate 0.0029 Epoch: 16 Global Step: 276780 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:38,661-Speed 3344.39 samples/sec Loss 0.2927 LearningRate 0.0029 Epoch: 16 Global Step: 276790 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:41,847-Speed 3214.41 samples/sec Loss 0.2711 LearningRate 0.0029 Epoch: 16 Global Step: 276800 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:44,940-Speed 3311.63 samples/sec Loss 0.2833 LearningRate 0.0029 Epoch: 16 Global Step: 276810 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:48,024-Speed 3320.88 samples/sec Loss 0.2679 LearningRate 0.0029 Epoch: 16 Global Step: 276820 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:51,110-Speed 3318.28 samples/sec Loss 0.2567 LearningRate 0.0029 Epoch: 16 Global Step: 276830 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:54,238-Speed 3274.93 samples/sec Loss 0.2504 LearningRate 0.0029 Epoch: 16 Global Step: 276840 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:32:57,346-Speed 3295.61 samples/sec Loss 0.2665 LearningRate 0.0029 Epoch: 16 Global Step: 276850 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:00,478-Speed 3269.94 samples/sec Loss 0.2640 LearningRate 0.0029 Epoch: 16 Global Step: 276860 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:03,593-Speed 3288.00 samples/sec Loss 0.2881 LearningRate 0.0029 Epoch: 16 Global Step: 276870 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:06,671-Speed 3327.94 samples/sec Loss 0.2942 LearningRate 0.0029 Epoch: 16 Global Step: 276880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:09,733-Speed 3344.29 samples/sec Loss 0.2762 LearningRate 0.0029 Epoch: 16 Global Step: 276890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:12,802-Speed 3337.91 samples/sec Loss 0.2779 LearningRate 0.0029 Epoch: 16 Global Step: 276900 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:15,876-Speed 3331.46 samples/sec Loss 0.2662 LearningRate 0.0029 Epoch: 16 Global Step: 276910 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:18,933-Speed 3350.58 samples/sec Loss 0.2654 LearningRate 0.0029 Epoch: 16 Global Step: 276920 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:22,008-Speed 3330.67 samples/sec Loss 0.2608 LearningRate 0.0029 Epoch: 16 Global Step: 276930 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:25,090-Speed 3323.74 samples/sec Loss 0.2755 LearningRate 0.0029 Epoch: 16 Global Step: 276940 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:28,152-Speed 3345.15 samples/sec Loss 0.2600 LearningRate 0.0029 Epoch: 16 Global Step: 276950 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:31,241-Speed 3315.89 samples/sec Loss 0.2710 LearningRate 0.0029 Epoch: 16 Global Step: 276960 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:34,340-Speed 3304.62 samples/sec Loss 0.2635 LearningRate 0.0029 Epoch: 16 Global Step: 276970 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:37,404-Speed 3342.65 samples/sec Loss 0.2659 LearningRate 0.0029 Epoch: 16 Global Step: 276980 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:40,517-Speed 3290.12 samples/sec Loss 0.2668 LearningRate 0.0029 Epoch: 16 Global Step: 276990 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:43,603-Speed 3318.80 samples/sec Loss 0.2751 LearningRate 0.0029 Epoch: 16 Global Step: 277000 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:46,701-Speed 3306.88 samples/sec Loss 0.2764 LearningRate 0.0029 Epoch: 16 Global Step: 277010 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:49,879-Speed 3221.98 samples/sec Loss 0.2823 LearningRate 0.0029 Epoch: 16 Global Step: 277020 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:33:52,957-Speed 3328.51 samples/sec Loss 0.2616 LearningRate 0.0029 Epoch: 16 Global Step: 277030 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:33:56,021-Speed 3343.03 samples/sec Loss 0.2870 LearningRate 0.0029 Epoch: 16 Global Step: 277040 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:33:59,121-Speed 3303.74 samples/sec Loss 0.2818 LearningRate 0.0029 Epoch: 16 Global Step: 277050 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:02,187-Speed 3340.48 samples/sec Loss 0.2818 LearningRate 0.0029 Epoch: 16 Global Step: 277060 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:05,426-Speed 3162.54 samples/sec Loss 0.2522 LearningRate 0.0029 Epoch: 16 Global Step: 277070 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:08,543-Speed 3285.58 samples/sec Loss 0.2599 LearningRate 0.0029 Epoch: 16 Global Step: 277080 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:11,676-Speed 3268.80 samples/sec Loss 0.2685 LearningRate 0.0029 Epoch: 16 Global Step: 277090 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:14,785-Speed 3294.49 samples/sec Loss 0.2428 LearningRate 0.0029 Epoch: 16 Global Step: 277100 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:17,878-Speed 3311.20 samples/sec Loss 0.2732 LearningRate 0.0029 Epoch: 16 Global Step: 277110 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:20,949-Speed 3335.18 samples/sec Loss 0.2661 LearningRate 0.0029 Epoch: 16 Global Step: 277120 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:24,016-Speed 3339.71 samples/sec Loss 0.2871 LearningRate 0.0029 Epoch: 16 Global Step: 277130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:27,106-Speed 3314.64 samples/sec Loss 0.2701 LearningRate 0.0029 Epoch: 16 Global Step: 277140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:30,251-Speed 3256.71 samples/sec Loss 0.2662 LearningRate 0.0029 Epoch: 16 Global Step: 277150 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:33,371-Speed 3283.23 samples/sec Loss 0.2643 LearningRate 0.0029 Epoch: 16 Global Step: 277160 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:36,435-Speed 3342.04 samples/sec Loss 0.2766 LearningRate 0.0029 Epoch: 16 Global Step: 277170 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:39,510-Speed 3331.11 samples/sec Loss 0.3006 LearningRate 0.0029 Epoch: 16 Global Step: 277180 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:42,584-Speed 3332.30 samples/sec Loss 0.2688 LearningRate 0.0029 Epoch: 16 Global Step: 277190 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:45,660-Speed 3329.05 samples/sec Loss 0.2861 LearningRate 0.0029 Epoch: 16 Global Step: 277200 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:48,723-Speed 3343.99 samples/sec Loss 0.2728 LearningRate 0.0029 Epoch: 16 Global Step: 277210 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:34:51,771-Speed 3360.44 samples/sec Loss 0.3001 LearningRate 0.0029 Epoch: 16 Global Step: 277220 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:54,851-Speed 3325.69 samples/sec Loss 0.2715 LearningRate 0.0029 Epoch: 16 Global Step: 277230 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:34:57,911-Speed 3347.18 samples/sec Loss 0.2580 LearningRate 0.0029 Epoch: 16 Global Step: 277240 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:00,986-Speed 3330.59 samples/sec Loss 0.2472 LearningRate 0.0029 Epoch: 16 Global Step: 277250 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:04,102-Speed 3287.65 samples/sec Loss 0.2741 LearningRate 0.0029 Epoch: 16 Global Step: 277260 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:07,205-Speed 3300.43 samples/sec Loss 0.2788 LearningRate 0.0029 Epoch: 16 Global Step: 277270 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:10,290-Speed 3319.96 samples/sec Loss 0.2798 LearningRate 0.0029 Epoch: 16 Global Step: 277280 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:13,361-Speed 3334.93 samples/sec Loss 0.2492 LearningRate 0.0029 Epoch: 16 Global Step: 277290 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:16,431-Speed 3337.48 samples/sec Loss 0.2700 LearningRate 0.0029 Epoch: 16 Global Step: 277300 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:19,513-Speed 3322.66 samples/sec Loss 0.2582 LearningRate 0.0029 Epoch: 16 Global Step: 277310 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:22,563-Speed 3357.94 samples/sec Loss 0.2729 LearningRate 0.0029 Epoch: 16 Global Step: 277320 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:25,634-Speed 3334.92 samples/sec Loss 0.2831 LearningRate 0.0029 Epoch: 16 Global Step: 277330 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:28,707-Speed 3333.04 samples/sec Loss 0.2681 LearningRate 0.0029 Epoch: 16 Global Step: 277340 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:31,770-Speed 3344.08 samples/sec Loss 0.2725 LearningRate 0.0029 Epoch: 16 Global Step: 277350 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:34,834-Speed 3342.29 samples/sec Loss 0.2678 LearningRate 0.0029 Epoch: 16 Global Step: 277360 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:37,899-Speed 3342.30 samples/sec Loss 0.2603 LearningRate 0.0029 Epoch: 16 Global Step: 277370 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:40,959-Speed 3347.61 samples/sec Loss 0.2654 LearningRate 0.0029 Epoch: 16 Global Step: 277380 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:44,021-Speed 3344.87 samples/sec Loss 0.3007 LearningRate 0.0029 Epoch: 16 Global Step: 277390 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:47,083-Speed 3344.41 samples/sec Loss 0.2816 LearningRate 0.0029 Epoch: 16 Global Step: 277400 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:50,162-Speed 3326.39 samples/sec Loss 0.2609 LearningRate 0.0029 Epoch: 16 Global Step: 277410 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:35:53,251-Speed 3315.52 samples/sec Loss 0.2698 LearningRate 0.0029 Epoch: 16 Global Step: 277420 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:35:56,320-Speed 3337.69 samples/sec Loss 0.2875 LearningRate 0.0029 Epoch: 16 Global Step: 277430 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:35:59,401-Speed 3324.79 samples/sec Loss 0.2812 LearningRate 0.0029 Epoch: 16 Global Step: 277440 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:02,557-Speed 3244.70 samples/sec Loss 0.2739 LearningRate 0.0029 Epoch: 16 Global Step: 277450 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:05,676-Speed 3283.93 samples/sec Loss 0.2705 LearningRate 0.0029 Epoch: 16 Global Step: 277460 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:08,792-Speed 3287.36 samples/sec Loss 0.2624 LearningRate 0.0028 Epoch: 16 Global Step: 277470 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:11,907-Speed 3288.40 samples/sec Loss 0.2933 LearningRate 0.0028 Epoch: 16 Global Step: 277480 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:14,992-Speed 3320.11 samples/sec Loss 0.2749 LearningRate 0.0028 Epoch: 16 Global Step: 277490 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:18,113-Speed 3281.76 samples/sec Loss 0.2898 LearningRate 0.0028 Epoch: 16 Global Step: 277500 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:21,214-Speed 3302.00 samples/sec Loss 0.2898 LearningRate 0.0028 Epoch: 16 Global Step: 277510 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:24,281-Speed 3339.43 samples/sec Loss 0.2940 LearningRate 0.0028 Epoch: 16 Global Step: 277520 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:36:27,373-Speed 3313.40 samples/sec Loss 0.2931 LearningRate 0.0028 Epoch: 16 Global Step: 277530 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:30,437-Speed 3341.80 samples/sec Loss 0.2682 LearningRate 0.0028 Epoch: 16 Global Step: 277540 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:33,548-Speed 3292.75 samples/sec Loss 0.2833 LearningRate 0.0028 Epoch: 16 Global Step: 277550 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:36,633-Speed 3320.08 samples/sec Loss 0.2476 LearningRate 0.0028 Epoch: 16 Global Step: 277560 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:39,704-Speed 3335.11 samples/sec Loss 0.2764 LearningRate 0.0028 Epoch: 16 Global Step: 277570 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:36:42,760-Speed 3351.78 samples/sec Loss 0.2779 LearningRate 0.0028 Epoch: 16 Global Step: 277580 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:36:45,828-Speed 3339.10 samples/sec Loss 0.2691 LearningRate 0.0028 Epoch: 16 Global Step: 277590 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:36:48,938-Speed 3292.47 samples/sec Loss 0.2637 LearningRate 0.0028 Epoch: 16 Global Step: 277600 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:36:52,077-Speed 3263.56 samples/sec Loss 0.2771 LearningRate 0.0028 Epoch: 16 Global Step: 277610 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:36:55,215-Speed 3263.38 samples/sec Loss 0.2638 LearningRate 0.0028 Epoch: 16 Global Step: 277620 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:36:58,370-Speed 3246.25 samples/sec Loss 0.2868 LearningRate 0.0028 Epoch: 16 Global Step: 277630 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:01,480-Speed 3293.44 samples/sec Loss 0.2658 LearningRate 0.0028 Epoch: 16 Global Step: 277640 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:04,637-Speed 3244.90 samples/sec Loss 0.2864 LearningRate 0.0028 Epoch: 16 Global Step: 277650 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:07,707-Speed 3335.92 samples/sec Loss 0.2620 LearningRate 0.0028 Epoch: 16 Global Step: 277660 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:10,787-Speed 3325.42 samples/sec Loss 0.2677 LearningRate 0.0028 Epoch: 16 Global Step: 277670 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:13,869-Speed 3323.40 samples/sec Loss 0.2729 LearningRate 0.0028 Epoch: 16 Global Step: 277680 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:37:16,950-Speed 3324.45 samples/sec Loss 0.2582 LearningRate 0.0028 Epoch: 16 Global Step: 277690 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:37:20,002-Speed 3355.24 samples/sec Loss 0.2814 LearningRate 0.0028 Epoch: 16 Global Step: 277700 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:23,090-Speed 3317.00 samples/sec Loss 0.2763 LearningRate 0.0028 Epoch: 16 Global Step: 277710 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:26,172-Speed 3323.12 samples/sec Loss 0.2674 LearningRate 0.0028 Epoch: 16 Global Step: 277720 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:29,275-Speed 3301.36 samples/sec Loss 0.2743 LearningRate 0.0028 Epoch: 16 Global Step: 277730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:32,428-Speed 3248.76 samples/sec Loss 0.2904 LearningRate 0.0028 Epoch: 16 Global Step: 277740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:35,504-Speed 3328.97 samples/sec Loss 0.3000 LearningRate 0.0028 Epoch: 16 Global Step: 277750 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:38,591-Speed 3318.57 samples/sec Loss 0.2871 LearningRate 0.0028 Epoch: 16 Global Step: 277760 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:41,653-Speed 3344.05 samples/sec Loss 0.2493 LearningRate 0.0028 Epoch: 16 Global Step: 277770 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:44,720-Speed 3340.37 samples/sec Loss 0.2667 LearningRate 0.0028 Epoch: 16 Global Step: 277780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:47,798-Speed 3326.79 samples/sec Loss 0.2711 LearningRate 0.0028 Epoch: 16 Global Step: 277790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:37:50,872-Speed 3332.06 samples/sec Loss 0.2814 LearningRate 0.0028 Epoch: 16 Global Step: 277800 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:37:53,965-Speed 3311.83 samples/sec Loss 0.2565 LearningRate 0.0028 Epoch: 16 Global Step: 277810 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:37:57,059-Speed 3310.49 samples/sec Loss 0.2726 LearningRate 0.0028 Epoch: 16 Global Step: 277820 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:00,126-Speed 3339.58 samples/sec Loss 0.2877 LearningRate 0.0028 Epoch: 16 Global Step: 277830 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:03,200-Speed 3331.11 samples/sec Loss 0.2820 LearningRate 0.0028 Epoch: 16 Global Step: 277840 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:06,265-Speed 3341.94 samples/sec Loss 0.2866 LearningRate 0.0028 Epoch: 16 Global Step: 277850 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:09,334-Speed 3337.12 samples/sec Loss 0.2747 LearningRate 0.0028 Epoch: 16 Global Step: 277860 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:12,412-Speed 3327.73 samples/sec Loss 0.2699 LearningRate 0.0028 Epoch: 16 Global Step: 277870 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:15,500-Speed 3317.35 samples/sec Loss 0.2684 LearningRate 0.0028 Epoch: 16 Global Step: 277880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:18,610-Speed 3293.89 samples/sec Loss 0.2964 LearningRate 0.0028 Epoch: 16 Global Step: 277890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:21,685-Speed 3330.70 samples/sec Loss 0.2855 LearningRate 0.0028 Epoch: 16 Global Step: 277900 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:24,788-Speed 3299.90 samples/sec Loss 0.2738 LearningRate 0.0028 Epoch: 16 Global Step: 277910 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:38:27,849-Speed 3346.99 samples/sec Loss 0.2736 LearningRate 0.0028 Epoch: 16 Global Step: 277920 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:30,953-Speed 3299.08 samples/sec Loss 0.2700 LearningRate 0.0028 Epoch: 16 Global Step: 277930 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:34,018-Speed 3341.34 samples/sec Loss 0.2575 LearningRate 0.0028 Epoch: 16 Global Step: 277940 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:37,097-Speed 3326.54 samples/sec Loss 0.2740 LearningRate 0.0028 Epoch: 16 Global Step: 277950 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:40,241-Speed 3258.42 samples/sec Loss 0.2962 LearningRate 0.0028 Epoch: 16 Global Step: 277960 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:43,312-Speed 3334.97 samples/sec Loss 0.2689 LearningRate 0.0028 Epoch: 16 Global Step: 277970 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:46,413-Speed 3302.78 samples/sec Loss 0.2684 LearningRate 0.0028 Epoch: 16 Global Step: 277980 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:49,496-Speed 3322.39 samples/sec Loss 0.2878 LearningRate 0.0028 Epoch: 16 Global Step: 277990 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:38:52,582-Speed 3318.52 samples/sec Loss 0.2817 LearningRate 0.0028 Epoch: 16 Global Step: 278000 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:39:36,181-[lfw][278000]XNorm: 21.068682 Training: 2022-04-12 04:39:36,182-[lfw][278000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-12 04:39:36,182-[lfw][278000]Accuracy-Highest: 0.99817 Training: 2022-04-12 04:40:26,894-[cfp_fp][278000]XNorm: 22.358443 Training: 2022-04-12 04:40:26,895-[cfp_fp][278000]Accuracy-Flip: 0.99186+-0.00373 Training: 2022-04-12 04:40:26,895-[cfp_fp][278000]Accuracy-Highest: 0.99186 Training: 2022-04-12 04:41:10,545-[agedb_30][278000]XNorm: 22.776555 Training: 2022-04-12 04:41:10,546-[agedb_30][278000]Accuracy-Flip: 0.98517+-0.00643 Training: 2022-04-12 04:41:10,546-[agedb_30][278000]Accuracy-Highest: 0.98650 Training: 2022-04-12 04:41:13,633-Speed 72.60 samples/sec Loss 0.2559 LearningRate 0.0028 Epoch: 16 Global Step: 278010 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:41:16,703-Speed 3335.94 samples/sec Loss 0.2861 LearningRate 0.0028 Epoch: 16 Global Step: 278020 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:19,791-Speed 3317.08 samples/sec Loss 0.2768 LearningRate 0.0028 Epoch: 16 Global Step: 278030 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:22,872-Speed 3323.43 samples/sec Loss 0.2685 LearningRate 0.0028 Epoch: 16 Global Step: 278040 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:25,928-Speed 3352.08 samples/sec Loss 0.2839 LearningRate 0.0028 Epoch: 16 Global Step: 278050 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:28,990-Speed 3344.46 samples/sec Loss 0.2840 LearningRate 0.0028 Epoch: 16 Global Step: 278060 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:32,069-Speed 3326.82 samples/sec Loss 0.2945 LearningRate 0.0028 Epoch: 16 Global Step: 278070 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:35,137-Speed 3337.74 samples/sec Loss 0.2840 LearningRate 0.0028 Epoch: 16 Global Step: 278080 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:38,242-Speed 3299.83 samples/sec Loss 0.2790 LearningRate 0.0028 Epoch: 16 Global Step: 278090 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:41,325-Speed 3322.07 samples/sec Loss 0.2857 LearningRate 0.0028 Epoch: 16 Global Step: 278100 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:44,404-Speed 3326.26 samples/sec Loss 0.2815 LearningRate 0.0028 Epoch: 16 Global Step: 278110 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:47,483-Speed 3326.57 samples/sec Loss 0.2779 LearningRate 0.0028 Epoch: 16 Global Step: 278120 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:50,548-Speed 3341.39 samples/sec Loss 0.2933 LearningRate 0.0028 Epoch: 16 Global Step: 278130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:53,701-Speed 3248.90 samples/sec Loss 0.2778 LearningRate 0.0028 Epoch: 16 Global Step: 278140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:56,856-Speed 3246.50 samples/sec Loss 0.2547 LearningRate 0.0028 Epoch: 16 Global Step: 278150 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:41:59,981-Speed 3277.49 samples/sec Loss 0.3050 LearningRate 0.0028 Epoch: 16 Global Step: 278160 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:03,080-Speed 3304.23 samples/sec Loss 0.2744 LearningRate 0.0028 Epoch: 16 Global Step: 278170 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:06,140-Speed 3348.26 samples/sec Loss 0.2738 LearningRate 0.0028 Epoch: 16 Global Step: 278180 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:09,265-Speed 3277.28 samples/sec Loss 0.2694 LearningRate 0.0028 Epoch: 16 Global Step: 278190 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:12,334-Speed 3337.14 samples/sec Loss 0.2530 LearningRate 0.0028 Epoch: 16 Global Step: 278200 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:15,400-Speed 3340.35 samples/sec Loss 0.2716 LearningRate 0.0028 Epoch: 16 Global Step: 278210 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:18,450-Speed 3358.53 samples/sec Loss 0.2706 LearningRate 0.0028 Epoch: 16 Global Step: 278220 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:21,535-Speed 3319.97 samples/sec Loss 0.2692 LearningRate 0.0028 Epoch: 16 Global Step: 278230 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:24,599-Speed 3344.24 samples/sec Loss 0.2893 LearningRate 0.0028 Epoch: 16 Global Step: 278240 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:27,696-Speed 3306.54 samples/sec Loss 0.2711 LearningRate 0.0028 Epoch: 16 Global Step: 278250 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:30,760-Speed 3343.33 samples/sec Loss 0.2636 LearningRate 0.0028 Epoch: 16 Global Step: 278260 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:33,821-Speed 3346.11 samples/sec Loss 0.2938 LearningRate 0.0028 Epoch: 16 Global Step: 278270 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:36,877-Speed 3351.71 samples/sec Loss 0.2651 LearningRate 0.0028 Epoch: 16 Global Step: 278280 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:39,938-Speed 3345.32 samples/sec Loss 0.2652 LearningRate 0.0028 Epoch: 16 Global Step: 278290 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:43,012-Speed 3332.56 samples/sec Loss 0.2785 LearningRate 0.0028 Epoch: 16 Global Step: 278300 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:46,075-Speed 3343.08 samples/sec Loss 0.2475 LearningRate 0.0028 Epoch: 16 Global Step: 278310 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:49,150-Speed 3331.51 samples/sec Loss 0.2713 LearningRate 0.0028 Epoch: 16 Global Step: 278320 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:42:52,196-Speed 3361.64 samples/sec Loss 0.2698 LearningRate 0.0028 Epoch: 16 Global Step: 278330 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:42:55,255-Speed 3348.75 samples/sec Loss 0.2652 LearningRate 0.0028 Epoch: 16 Global Step: 278340 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:42:58,333-Speed 3328.06 samples/sec Loss 0.2515 LearningRate 0.0028 Epoch: 16 Global Step: 278350 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:01,392-Speed 3348.54 samples/sec Loss 0.2870 LearningRate 0.0028 Epoch: 16 Global Step: 278360 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:04,528-Speed 3265.97 samples/sec Loss 0.2671 LearningRate 0.0028 Epoch: 16 Global Step: 278370 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:07,672-Speed 3257.40 samples/sec Loss 0.2722 LearningRate 0.0028 Epoch: 16 Global Step: 278380 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:10,734-Speed 3345.08 samples/sec Loss 0.2712 LearningRate 0.0028 Epoch: 16 Global Step: 278390 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:13,794-Speed 3346.33 samples/sec Loss 0.2681 LearningRate 0.0028 Epoch: 16 Global Step: 278400 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:16,878-Speed 3321.48 samples/sec Loss 0.2629 LearningRate 0.0028 Epoch: 16 Global Step: 278410 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:19,949-Speed 3335.10 samples/sec Loss 0.2872 LearningRate 0.0028 Epoch: 16 Global Step: 278420 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:23,122-Speed 3228.23 samples/sec Loss 0.2739 LearningRate 0.0028 Epoch: 16 Global Step: 278430 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:26,248-Speed 3276.87 samples/sec Loss 0.2838 LearningRate 0.0028 Epoch: 16 Global Step: 278440 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:29,307-Speed 3347.89 samples/sec Loss 0.2820 LearningRate 0.0028 Epoch: 16 Global Step: 278450 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:32,374-Speed 3339.51 samples/sec Loss 0.2738 LearningRate 0.0028 Epoch: 16 Global Step: 278460 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:35,445-Speed 3334.96 samples/sec Loss 0.2450 LearningRate 0.0027 Epoch: 16 Global Step: 278470 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:38,503-Speed 3350.07 samples/sec Loss 0.2694 LearningRate 0.0027 Epoch: 16 Global Step: 278480 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:41,592-Speed 3315.37 samples/sec Loss 0.2707 LearningRate 0.0027 Epoch: 16 Global Step: 278490 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:44,715-Speed 3279.37 samples/sec Loss 0.2652 LearningRate 0.0027 Epoch: 16 Global Step: 278500 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:47,906-Speed 3209.58 samples/sec Loss 0.2845 LearningRate 0.0027 Epoch: 16 Global Step: 278510 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:43:51,030-Speed 3278.49 samples/sec Loss 0.2796 LearningRate 0.0027 Epoch: 16 Global Step: 278520 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:54,136-Speed 3298.34 samples/sec Loss 0.2636 LearningRate 0.0027 Epoch: 16 Global Step: 278530 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:43:57,210-Speed 3331.92 samples/sec Loss 0.2911 LearningRate 0.0027 Epoch: 16 Global Step: 278540 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:00,281-Speed 3335.01 samples/sec Loss 0.2751 LearningRate 0.0027 Epoch: 16 Global Step: 278550 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:03,437-Speed 3245.80 samples/sec Loss 0.2721 LearningRate 0.0027 Epoch: 16 Global Step: 278560 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:06,568-Speed 3270.80 samples/sec Loss 0.2719 LearningRate 0.0027 Epoch: 16 Global Step: 278570 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:09,696-Speed 3274.21 samples/sec Loss 0.2852 LearningRate 0.0027 Epoch: 16 Global Step: 278580 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:12,823-Speed 3275.51 samples/sec Loss 0.2927 LearningRate 0.0027 Epoch: 16 Global Step: 278590 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:15,893-Speed 3336.00 samples/sec Loss 0.2682 LearningRate 0.0027 Epoch: 16 Global Step: 278600 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:18,953-Speed 3347.10 samples/sec Loss 0.2925 LearningRate 0.0027 Epoch: 16 Global Step: 278610 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:22,015-Speed 3345.22 samples/sec Loss 0.2860 LearningRate 0.0027 Epoch: 16 Global Step: 278620 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:25,079-Speed 3343.73 samples/sec Loss 0.2738 LearningRate 0.0027 Epoch: 16 Global Step: 278630 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:28,137-Speed 3349.34 samples/sec Loss 0.2647 LearningRate 0.0027 Epoch: 16 Global Step: 278640 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:31,218-Speed 3323.45 samples/sec Loss 0.2839 LearningRate 0.0027 Epoch: 16 Global Step: 278650 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:34,285-Speed 3339.72 samples/sec Loss 0.2773 LearningRate 0.0027 Epoch: 16 Global Step: 278660 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:37,343-Speed 3349.54 samples/sec Loss 0.2709 LearningRate 0.0027 Epoch: 16 Global Step: 278670 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:40,398-Speed 3352.51 samples/sec Loss 0.2821 LearningRate 0.0027 Epoch: 16 Global Step: 278680 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:43,476-Speed 3327.52 samples/sec Loss 0.2606 LearningRate 0.0027 Epoch: 16 Global Step: 278690 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:46,533-Speed 3350.65 samples/sec Loss 0.2634 LearningRate 0.0027 Epoch: 16 Global Step: 278700 Fp16 Grad Scale: 32768 Required: 6 hours Training: 2022-04-12 04:44:49,636-Speed 3301.16 samples/sec Loss 0.2689 LearningRate 0.0027 Epoch: 16 Global Step: 278710 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:52,725-Speed 3315.68 samples/sec Loss 0.2563 LearningRate 0.0027 Epoch: 16 Global Step: 278720 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:55,783-Speed 3348.99 samples/sec Loss 0.2896 LearningRate 0.0027 Epoch: 16 Global Step: 278730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:44:58,847-Speed 3342.65 samples/sec Loss 0.2818 LearningRate 0.0027 Epoch: 16 Global Step: 278740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:45:01,906-Speed 3348.82 samples/sec Loss 0.2667 LearningRate 0.0027 Epoch: 16 Global Step: 278750 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:45:04,988-Speed 3322.65 samples/sec Loss 0.2701 LearningRate 0.0027 Epoch: 16 Global Step: 278760 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:45:08,067-Speed 3326.84 samples/sec Loss 0.2808 LearningRate 0.0027 Epoch: 16 Global Step: 278770 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:45:11,201-Speed 3268.27 samples/sec Loss 0.2878 LearningRate 0.0027 Epoch: 16 Global Step: 278780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:45:14,295-Speed 3310.38 samples/sec Loss 0.2667 LearningRate 0.0027 Epoch: 16 Global Step: 278790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:45:17,355-Speed 3347.28 samples/sec Loss 0.2841 LearningRate 0.0027 Epoch: 16 Global Step: 278800 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:45:20,448-Speed 3311.30 samples/sec Loss 0.2672 LearningRate 0.0027 Epoch: 16 Global Step: 278810 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:23,528-Speed 3325.67 samples/sec Loss 0.2714 LearningRate 0.0027 Epoch: 16 Global Step: 278820 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:26,654-Speed 3276.16 samples/sec Loss 0.2894 LearningRate 0.0027 Epoch: 16 Global Step: 278830 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:29,820-Speed 3235.30 samples/sec Loss 0.2811 LearningRate 0.0027 Epoch: 16 Global Step: 278840 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:32,963-Speed 3258.82 samples/sec Loss 0.2762 LearningRate 0.0027 Epoch: 16 Global Step: 278850 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:36,077-Speed 3289.36 samples/sec Loss 0.2578 LearningRate 0.0027 Epoch: 16 Global Step: 278860 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:39,144-Speed 3339.04 samples/sec Loss 0.2633 LearningRate 0.0027 Epoch: 16 Global Step: 278870 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:42,212-Speed 3338.49 samples/sec Loss 0.2758 LearningRate 0.0027 Epoch: 16 Global Step: 278880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:45,273-Speed 3346.36 samples/sec Loss 0.2709 LearningRate 0.0027 Epoch: 16 Global Step: 278890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:48,330-Speed 3350.01 samples/sec Loss 0.2838 LearningRate 0.0027 Epoch: 16 Global Step: 278900 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:51,407-Speed 3328.34 samples/sec Loss 0.2785 LearningRate 0.0027 Epoch: 16 Global Step: 278910 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:45:54,478-Speed 3335.83 samples/sec Loss 0.2769 LearningRate 0.0027 Epoch: 16 Global Step: 278920 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:45:57,573-Speed 3308.85 samples/sec Loss 0.2862 LearningRate 0.0027 Epoch: 16 Global Step: 278930 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:00,682-Speed 3294.77 samples/sec Loss 0.2564 LearningRate 0.0027 Epoch: 16 Global Step: 278940 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:03,777-Speed 3309.37 samples/sec Loss 0.2753 LearningRate 0.0027 Epoch: 16 Global Step: 278950 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:06,874-Speed 3307.10 samples/sec Loss 0.2490 LearningRate 0.0027 Epoch: 16 Global Step: 278960 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:09,971-Speed 3307.81 samples/sec Loss 0.2701 LearningRate 0.0027 Epoch: 16 Global Step: 278970 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:13,032-Speed 3345.50 samples/sec Loss 0.2891 LearningRate 0.0027 Epoch: 16 Global Step: 278980 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:16,177-Speed 3256.75 samples/sec Loss 0.2820 LearningRate 0.0027 Epoch: 16 Global Step: 278990 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:19,234-Speed 3350.12 samples/sec Loss 0.2761 LearningRate 0.0027 Epoch: 16 Global Step: 279000 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:22,298-Speed 3343.64 samples/sec Loss 0.2697 LearningRate 0.0027 Epoch: 16 Global Step: 279010 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:25,369-Speed 3334.39 samples/sec Loss 0.2830 LearningRate 0.0027 Epoch: 16 Global Step: 279020 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:28,430-Speed 3346.79 samples/sec Loss 0.2885 LearningRate 0.0027 Epoch: 16 Global Step: 279030 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:31,508-Speed 3326.60 samples/sec Loss 0.2727 LearningRate 0.0027 Epoch: 16 Global Step: 279040 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:46:34,623-Speed 3288.78 samples/sec Loss 0.2813 LearningRate 0.0027 Epoch: 16 Global Step: 279050 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:37,753-Speed 3271.97 samples/sec Loss 0.2857 LearningRate 0.0027 Epoch: 16 Global Step: 279060 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:40,826-Speed 3333.77 samples/sec Loss 0.2765 LearningRate 0.0027 Epoch: 16 Global Step: 279070 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:43,921-Speed 3308.98 samples/sec Loss 0.2847 LearningRate 0.0027 Epoch: 16 Global Step: 279080 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:47,012-Speed 3313.64 samples/sec Loss 0.2693 LearningRate 0.0027 Epoch: 16 Global Step: 279090 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:50,070-Speed 3349.52 samples/sec Loss 0.2791 LearningRate 0.0027 Epoch: 16 Global Step: 279100 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:53,129-Speed 3348.14 samples/sec Loss 0.2555 LearningRate 0.0027 Epoch: 16 Global Step: 279110 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:56,205-Speed 3329.97 samples/sec Loss 0.2739 LearningRate 0.0027 Epoch: 16 Global Step: 279120 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:46:59,312-Speed 3295.88 samples/sec Loss 0.2780 LearningRate 0.0027 Epoch: 16 Global Step: 279130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:02,429-Speed 3285.99 samples/sec Loss 0.2691 LearningRate 0.0027 Epoch: 16 Global Step: 279140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:05,515-Speed 3319.76 samples/sec Loss 0.2737 LearningRate 0.0027 Epoch: 16 Global Step: 279150 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:08,596-Speed 3324.05 samples/sec Loss 0.2771 LearningRate 0.0027 Epoch: 16 Global Step: 279160 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:11,692-Speed 3308.03 samples/sec Loss 0.2606 LearningRate 0.0027 Epoch: 16 Global Step: 279170 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:14,757-Speed 3341.72 samples/sec Loss 0.2505 LearningRate 0.0027 Epoch: 16 Global Step: 279180 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:17,842-Speed 3320.81 samples/sec Loss 0.2761 LearningRate 0.0027 Epoch: 16 Global Step: 279190 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:20,939-Speed 3306.82 samples/sec Loss 0.2857 LearningRate 0.0027 Epoch: 16 Global Step: 279200 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:24,034-Speed 3308.44 samples/sec Loss 0.2662 LearningRate 0.0027 Epoch: 16 Global Step: 279210 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:27,137-Speed 3300.79 samples/sec Loss 0.2901 LearningRate 0.0027 Epoch: 16 Global Step: 279220 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:30,210-Speed 3334.09 samples/sec Loss 0.2637 LearningRate 0.0027 Epoch: 16 Global Step: 279230 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:33,274-Speed 3342.98 samples/sec Loss 0.2626 LearningRate 0.0027 Epoch: 16 Global Step: 279240 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:36,333-Speed 3348.10 samples/sec Loss 0.2570 LearningRate 0.0027 Epoch: 16 Global Step: 279250 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:39,409-Speed 3330.25 samples/sec Loss 0.2664 LearningRate 0.0027 Epoch: 16 Global Step: 279260 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:42,488-Speed 3326.09 samples/sec Loss 0.2689 LearningRate 0.0027 Epoch: 16 Global Step: 279270 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:45,549-Speed 3345.41 samples/sec Loss 0.2865 LearningRate 0.0027 Epoch: 16 Global Step: 279280 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:48,645-Speed 3308.83 samples/sec Loss 0.2891 LearningRate 0.0027 Epoch: 16 Global Step: 279290 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:51,785-Speed 3261.39 samples/sec Loss 0.2696 LearningRate 0.0027 Epoch: 16 Global Step: 279300 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:54,883-Speed 3306.58 samples/sec Loss 0.2658 LearningRate 0.0027 Epoch: 16 Global Step: 279310 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:47:58,011-Speed 3274.06 samples/sec Loss 0.2601 LearningRate 0.0027 Epoch: 16 Global Step: 279320 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:01,139-Speed 3274.63 samples/sec Loss 0.2738 LearningRate 0.0027 Epoch: 16 Global Step: 279330 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:04,308-Speed 3232.69 samples/sec Loss 0.2704 LearningRate 0.0027 Epoch: 16 Global Step: 279340 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:07,390-Speed 3323.22 samples/sec Loss 0.2749 LearningRate 0.0027 Epoch: 16 Global Step: 279350 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:48:10,445-Speed 3352.33 samples/sec Loss 0.2693 LearningRate 0.0027 Epoch: 16 Global Step: 279360 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:13,635-Speed 3210.17 samples/sec Loss 0.2702 LearningRate 0.0027 Epoch: 16 Global Step: 279370 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:16,799-Speed 3237.52 samples/sec Loss 0.2778 LearningRate 0.0027 Epoch: 16 Global Step: 279380 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:19,864-Speed 3342.10 samples/sec Loss 0.2655 LearningRate 0.0027 Epoch: 16 Global Step: 279390 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:22,948-Speed 3320.62 samples/sec Loss 0.2790 LearningRate 0.0027 Epoch: 16 Global Step: 279400 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:26,033-Speed 3319.90 samples/sec Loss 0.2752 LearningRate 0.0027 Epoch: 16 Global Step: 279410 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:29,095-Speed 3345.93 samples/sec Loss 0.2858 LearningRate 0.0027 Epoch: 16 Global Step: 279420 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:32,185-Speed 3314.73 samples/sec Loss 0.2635 LearningRate 0.0027 Epoch: 16 Global Step: 279430 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:35,246-Speed 3345.27 samples/sec Loss 0.2708 LearningRate 0.0027 Epoch: 16 Global Step: 279440 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:48:38,314-Speed 3338.39 samples/sec Loss 0.2620 LearningRate 0.0027 Epoch: 16 Global Step: 279450 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:48:41,392-Speed 3328.43 samples/sec Loss 0.2631 LearningRate 0.0027 Epoch: 16 Global Step: 279460 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:48:44,510-Speed 3284.40 samples/sec Loss 0.2811 LearningRate 0.0027 Epoch: 16 Global Step: 279470 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:48:47,708-Speed 3202.91 samples/sec Loss 0.2667 LearningRate 0.0026 Epoch: 16 Global Step: 279480 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:48:50,806-Speed 3306.03 samples/sec Loss 0.2569 LearningRate 0.0026 Epoch: 16 Global Step: 279490 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:48:53,895-Speed 3315.50 samples/sec Loss 0.2956 LearningRate 0.0026 Epoch: 16 Global Step: 279500 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:48:57,042-Speed 3255.15 samples/sec Loss 0.2948 LearningRate 0.0026 Epoch: 16 Global Step: 279510 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:49:00,138-Speed 3308.55 samples/sec Loss 0.2850 LearningRate 0.0026 Epoch: 16 Global Step: 279520 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:49:03,287-Speed 3252.52 samples/sec Loss 0.2747 LearningRate 0.0026 Epoch: 16 Global Step: 279530 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:49:06,348-Speed 3345.49 samples/sec Loss 0.2733 LearningRate 0.0026 Epoch: 16 Global Step: 279540 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:49:09,419-Speed 3335.74 samples/sec Loss 0.2732 LearningRate 0.0026 Epoch: 16 Global Step: 279550 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:12,490-Speed 3334.94 samples/sec Loss 0.2649 LearningRate 0.0026 Epoch: 16 Global Step: 279560 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:15,592-Speed 3301.62 samples/sec Loss 0.2822 LearningRate 0.0026 Epoch: 16 Global Step: 279570 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:18,665-Speed 3333.45 samples/sec Loss 0.2812 LearningRate 0.0026 Epoch: 16 Global Step: 279580 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:21,827-Speed 3239.80 samples/sec Loss 0.2942 LearningRate 0.0026 Epoch: 16 Global Step: 279590 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:24,890-Speed 3343.83 samples/sec Loss 0.2684 LearningRate 0.0026 Epoch: 16 Global Step: 279600 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:27,963-Speed 3332.87 samples/sec Loss 0.2717 LearningRate 0.0026 Epoch: 16 Global Step: 279610 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:31,079-Speed 3286.99 samples/sec Loss 0.2820 LearningRate 0.0026 Epoch: 16 Global Step: 279620 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:34,159-Speed 3325.47 samples/sec Loss 0.2802 LearningRate 0.0026 Epoch: 16 Global Step: 279630 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:37,281-Speed 3280.54 samples/sec Loss 0.2821 LearningRate 0.0026 Epoch: 16 Global Step: 279640 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:40,381-Speed 3303.98 samples/sec Loss 0.2736 LearningRate 0.0026 Epoch: 16 Global Step: 279650 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:49:43,442-Speed 3345.54 samples/sec Loss 0.2668 LearningRate 0.0026 Epoch: 16 Global Step: 279660 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:46,530-Speed 3317.66 samples/sec Loss 0.2644 LearningRate 0.0026 Epoch: 16 Global Step: 279670 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:49,597-Speed 3338.96 samples/sec Loss 0.2747 LearningRate 0.0026 Epoch: 16 Global Step: 279680 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:52,667-Speed 3336.37 samples/sec Loss 0.2687 LearningRate 0.0026 Epoch: 16 Global Step: 279690 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:55,740-Speed 3332.64 samples/sec Loss 0.2740 LearningRate 0.0026 Epoch: 16 Global Step: 279700 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:49:58,818-Speed 3327.88 samples/sec Loss 0.2958 LearningRate 0.0026 Epoch: 16 Global Step: 279710 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:01,881-Speed 3343.62 samples/sec Loss 0.2864 LearningRate 0.0026 Epoch: 16 Global Step: 279720 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:04,993-Speed 3291.00 samples/sec Loss 0.2655 LearningRate 0.0026 Epoch: 16 Global Step: 279730 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:08,056-Speed 3344.10 samples/sec Loss 0.2826 LearningRate 0.0026 Epoch: 16 Global Step: 279740 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:11,143-Speed 3318.19 samples/sec Loss 0.2772 LearningRate 0.0026 Epoch: 16 Global Step: 279750 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:14,273-Speed 3272.77 samples/sec Loss 0.2747 LearningRate 0.0026 Epoch: 16 Global Step: 279760 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:17,354-Speed 3324.11 samples/sec Loss 0.2661 LearningRate 0.0026 Epoch: 16 Global Step: 279770 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:20,443-Speed 3315.11 samples/sec Loss 0.2629 LearningRate 0.0026 Epoch: 16 Global Step: 279780 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:23,519-Speed 3330.65 samples/sec Loss 0.2778 LearningRate 0.0026 Epoch: 16 Global Step: 279790 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:26,595-Speed 3329.50 samples/sec Loss 0.2778 LearningRate 0.0026 Epoch: 16 Global Step: 279800 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:29,683-Speed 3316.43 samples/sec Loss 0.2702 LearningRate 0.0026 Epoch: 16 Global Step: 279810 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:32,755-Speed 3333.75 samples/sec Loss 0.2969 LearningRate 0.0026 Epoch: 16 Global Step: 279820 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:35,829-Speed 3332.57 samples/sec Loss 0.2911 LearningRate 0.0026 Epoch: 16 Global Step: 279830 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:38,939-Speed 3293.05 samples/sec Loss 0.2911 LearningRate 0.0026 Epoch: 16 Global Step: 279840 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:42,031-Speed 3312.89 samples/sec Loss 0.2807 LearningRate 0.0026 Epoch: 16 Global Step: 279850 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:45,085-Speed 3354.32 samples/sec Loss 0.2995 LearningRate 0.0026 Epoch: 16 Global Step: 279860 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:48,161-Speed 3329.09 samples/sec Loss 0.2750 LearningRate 0.0026 Epoch: 16 Global Step: 279870 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:51,235-Speed 3332.27 samples/sec Loss 0.2730 LearningRate 0.0026 Epoch: 16 Global Step: 279880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:54,322-Speed 3317.86 samples/sec Loss 0.2661 LearningRate 0.0026 Epoch: 16 Global Step: 279890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:50:57,392-Speed 3335.78 samples/sec Loss 0.2772 LearningRate 0.0026 Epoch: 16 Global Step: 279900 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:00,482-Speed 3314.44 samples/sec Loss 0.2743 LearningRate 0.0026 Epoch: 16 Global Step: 279910 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:03,577-Speed 3309.45 samples/sec Loss 0.2710 LearningRate 0.0026 Epoch: 16 Global Step: 279920 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:06,654-Speed 3329.03 samples/sec Loss 0.3000 LearningRate 0.0026 Epoch: 16 Global Step: 279930 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:09,725-Speed 3335.31 samples/sec Loss 0.2810 LearningRate 0.0026 Epoch: 16 Global Step: 279940 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:12,896-Speed 3229.77 samples/sec Loss 0.2764 LearningRate 0.0026 Epoch: 16 Global Step: 279950 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:16,011-Speed 3288.90 samples/sec Loss 0.2747 LearningRate 0.0026 Epoch: 16 Global Step: 279960 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:19,228-Speed 3183.80 samples/sec Loss 0.2825 LearningRate 0.0026 Epoch: 16 Global Step: 279970 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:22,315-Speed 3316.96 samples/sec Loss 0.2761 LearningRate 0.0026 Epoch: 16 Global Step: 279980 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:25,428-Speed 3290.36 samples/sec Loss 0.2697 LearningRate 0.0026 Epoch: 16 Global Step: 279990 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:51:28,496-Speed 3338.66 samples/sec Loss 0.2718 LearningRate 0.0026 Epoch: 16 Global Step: 280000 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:52:12,353-[lfw][280000]XNorm: 21.511452 Training: 2022-04-12 04:52:12,354-[lfw][280000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-12 04:52:12,354-[lfw][280000]Accuracy-Highest: 0.99817 Training: 2022-04-12 04:53:03,256-[cfp_fp][280000]XNorm: 23.007266 Training: 2022-04-12 04:53:03,257-[cfp_fp][280000]Accuracy-Flip: 0.99129+-0.00401 Training: 2022-04-12 04:53:03,257-[cfp_fp][280000]Accuracy-Highest: 0.99186 Training: 2022-04-12 04:53:47,151-[agedb_30][280000]XNorm: 23.190409 Training: 2022-04-12 04:53:47,152-[agedb_30][280000]Accuracy-Flip: 0.98467+-0.00653 Training: 2022-04-12 04:53:47,152-[agedb_30][280000]Accuracy-Highest: 0.98650 Training: 2022-04-12 04:53:50,225-Speed 72.25 samples/sec Loss 0.2703 LearningRate 0.0026 Epoch: 16 Global Step: 280010 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:53:53,285-Speed 3347.07 samples/sec Loss 0.2866 LearningRate 0.0026 Epoch: 16 Global Step: 280020 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:53:56,342-Speed 3350.39 samples/sec Loss 0.2656 LearningRate 0.0026 Epoch: 16 Global Step: 280030 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:53:59,389-Speed 3361.46 samples/sec Loss 0.2745 LearningRate 0.0026 Epoch: 16 Global Step: 280040 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:02,540-Speed 3250.04 samples/sec Loss 0.2918 LearningRate 0.0026 Epoch: 16 Global Step: 280050 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:05,586-Speed 3363.10 samples/sec Loss 0.2656 LearningRate 0.0026 Epoch: 16 Global Step: 280060 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:08,664-Speed 3327.80 samples/sec Loss 0.2895 LearningRate 0.0026 Epoch: 16 Global Step: 280070 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:11,796-Speed 3270.12 samples/sec Loss 0.2692 LearningRate 0.0026 Epoch: 16 Global Step: 280080 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:14,850-Speed 3354.16 samples/sec Loss 0.2854 LearningRate 0.0026 Epoch: 16 Global Step: 280090 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:17,905-Speed 3351.92 samples/sec Loss 0.2650 LearningRate 0.0026 Epoch: 16 Global Step: 280100 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:20,990-Speed 3319.73 samples/sec Loss 0.2804 LearningRate 0.0026 Epoch: 16 Global Step: 280110 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:24,084-Speed 3310.61 samples/sec Loss 0.2842 LearningRate 0.0026 Epoch: 16 Global Step: 280120 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:27,149-Speed 3341.34 samples/sec Loss 0.2736 LearningRate 0.0026 Epoch: 16 Global Step: 280130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:30,258-Speed 3294.48 samples/sec Loss 0.2743 LearningRate 0.0026 Epoch: 16 Global Step: 280140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:33,333-Speed 3330.90 samples/sec Loss 0.2633 LearningRate 0.0026 Epoch: 16 Global Step: 280150 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:36,396-Speed 3343.96 samples/sec Loss 0.2835 LearningRate 0.0026 Epoch: 16 Global Step: 280160 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:54:39,440-Speed 3364.81 samples/sec Loss 0.2802 LearningRate 0.0026 Epoch: 16 Global Step: 280170 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:42,500-Speed 3348.03 samples/sec Loss 0.2816 LearningRate 0.0026 Epoch: 16 Global Step: 280180 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:54:45,563-Speed 3343.36 samples/sec Loss 0.2858 LearningRate 0.0026 Epoch: 16 Global Step: 280190 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:54:48,626-Speed 3344.25 samples/sec Loss 0.2699 LearningRate 0.0026 Epoch: 16 Global Step: 280200 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:54:51,690-Speed 3342.57 samples/sec Loss 0.2437 LearningRate 0.0026 Epoch: 16 Global Step: 280210 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:54:54,744-Speed 3353.53 samples/sec Loss 0.2766 LearningRate 0.0026 Epoch: 16 Global Step: 280220 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:54:57,809-Speed 3341.91 samples/sec Loss 0.2731 LearningRate 0.0026 Epoch: 16 Global Step: 280230 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:55:00,906-Speed 3306.88 samples/sec Loss 0.2709 LearningRate 0.0026 Epoch: 16 Global Step: 280240 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:55:03,963-Speed 3351.08 samples/sec Loss 0.2723 LearningRate 0.0026 Epoch: 16 Global Step: 280250 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:55:07,110-Speed 3254.48 samples/sec Loss 0.2822 LearningRate 0.0026 Epoch: 16 Global Step: 280260 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:55:10,166-Speed 3352.22 samples/sec Loss 0.2656 LearningRate 0.0026 Epoch: 16 Global Step: 280270 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:55:13,299-Speed 3269.04 samples/sec Loss 0.2916 LearningRate 0.0026 Epoch: 16 Global Step: 280280 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:55:16,400-Speed 3302.82 samples/sec Loss 0.2791 LearningRate 0.0026 Epoch: 16 Global Step: 280290 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:19,468-Speed 3337.85 samples/sec Loss 0.2701 LearningRate 0.0026 Epoch: 16 Global Step: 280300 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:22,590-Speed 3281.24 samples/sec Loss 0.2838 LearningRate 0.0026 Epoch: 16 Global Step: 280310 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:25,735-Speed 3255.98 samples/sec Loss 0.2710 LearningRate 0.0026 Epoch: 16 Global Step: 280320 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:28,810-Speed 3331.16 samples/sec Loss 0.2598 LearningRate 0.0026 Epoch: 16 Global Step: 280330 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:31,872-Speed 3345.56 samples/sec Loss 0.2896 LearningRate 0.0026 Epoch: 16 Global Step: 280340 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:34,934-Speed 3345.20 samples/sec Loss 0.2861 LearningRate 0.0026 Epoch: 16 Global Step: 280350 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:38,009-Speed 3330.10 samples/sec Loss 0.2848 LearningRate 0.0026 Epoch: 16 Global Step: 280360 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:41,070-Speed 3345.98 samples/sec Loss 0.2908 LearningRate 0.0026 Epoch: 16 Global Step: 280370 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:44,133-Speed 3344.38 samples/sec Loss 0.2689 LearningRate 0.0026 Epoch: 16 Global Step: 280380 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:55:47,201-Speed 3338.26 samples/sec Loss 0.2975 LearningRate 0.0026 Epoch: 16 Global Step: 280390 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:55:50,265-Speed 3342.72 samples/sec Loss 0.2695 LearningRate 0.0026 Epoch: 16 Global Step: 280400 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:55:53,339-Speed 3332.22 samples/sec Loss 0.3043 LearningRate 0.0026 Epoch: 16 Global Step: 280410 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:55:56,414-Speed 3330.64 samples/sec Loss 0.2715 LearningRate 0.0026 Epoch: 16 Global Step: 280420 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:55:59,488-Speed 3332.00 samples/sec Loss 0.2762 LearningRate 0.0026 Epoch: 16 Global Step: 280430 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:02,544-Speed 3351.93 samples/sec Loss 0.2588 LearningRate 0.0026 Epoch: 16 Global Step: 280440 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:05,602-Speed 3348.88 samples/sec Loss 0.2635 LearningRate 0.0026 Epoch: 16 Global Step: 280450 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:08,677-Speed 3331.16 samples/sec Loss 0.2754 LearningRate 0.0026 Epoch: 16 Global Step: 280460 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:11,821-Speed 3257.23 samples/sec Loss 0.2820 LearningRate 0.0026 Epoch: 16 Global Step: 280470 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:14,928-Speed 3296.62 samples/sec Loss 0.2735 LearningRate 0.0026 Epoch: 16 Global Step: 280480 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:18,015-Speed 3317.84 samples/sec Loss 0.2869 LearningRate 0.0026 Epoch: 16 Global Step: 280490 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:21,087-Speed 3333.82 samples/sec Loss 0.2761 LearningRate 0.0026 Epoch: 16 Global Step: 280500 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:24,145-Speed 3350.69 samples/sec Loss 0.2818 LearningRate 0.0026 Epoch: 16 Global Step: 280510 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:27,205-Speed 3346.38 samples/sec Loss 0.2648 LearningRate 0.0025 Epoch: 16 Global Step: 280520 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:30,281-Speed 3330.55 samples/sec Loss 0.3024 LearningRate 0.0025 Epoch: 16 Global Step: 280530 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:33,362-Speed 3324.25 samples/sec Loss 0.2742 LearningRate 0.0025 Epoch: 16 Global Step: 280540 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:36,424-Speed 3344.38 samples/sec Loss 0.2939 LearningRate 0.0025 Epoch: 16 Global Step: 280550 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:39,498-Speed 3332.46 samples/sec Loss 0.2727 LearningRate 0.0025 Epoch: 16 Global Step: 280560 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:42,557-Speed 3347.93 samples/sec Loss 0.2788 LearningRate 0.0025 Epoch: 16 Global Step: 280570 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:45,665-Speed 3295.69 samples/sec Loss 0.2753 LearningRate 0.0025 Epoch: 16 Global Step: 280580 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:56:48,717-Speed 3355.03 samples/sec Loss 0.2917 LearningRate 0.0025 Epoch: 16 Global Step: 280590 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:56:51,834-Speed 3286.97 samples/sec Loss 0.2788 LearningRate 0.0025 Epoch: 16 Global Step: 280600 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:56:54,957-Speed 3279.53 samples/sec Loss 0.2728 LearningRate 0.0025 Epoch: 16 Global Step: 280610 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:56:58,017-Speed 3347.09 samples/sec Loss 0.2742 LearningRate 0.0025 Epoch: 16 Global Step: 280620 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:01,079-Speed 3344.61 samples/sec Loss 0.2577 LearningRate 0.0025 Epoch: 16 Global Step: 280630 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:04,142-Speed 3343.88 samples/sec Loss 0.2710 LearningRate 0.0025 Epoch: 16 Global Step: 280640 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:07,282-Speed 3262.16 samples/sec Loss 0.2693 LearningRate 0.0025 Epoch: 16 Global Step: 280650 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:10,402-Speed 3282.24 samples/sec Loss 0.2626 LearningRate 0.0025 Epoch: 16 Global Step: 280660 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:13,502-Speed 3304.84 samples/sec Loss 0.2882 LearningRate 0.0025 Epoch: 16 Global Step: 280670 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:16,590-Speed 3316.88 samples/sec Loss 0.2667 LearningRate 0.0025 Epoch: 16 Global Step: 280680 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:19,663-Speed 3332.99 samples/sec Loss 0.2762 LearningRate 0.0025 Epoch: 16 Global Step: 280690 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:57:22,728-Speed 3341.15 samples/sec Loss 0.2680 LearningRate 0.0025 Epoch: 16 Global Step: 280700 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:57:25,787-Speed 3349.27 samples/sec Loss 0.2745 LearningRate 0.0025 Epoch: 16 Global Step: 280710 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:57:28,832-Speed 3362.99 samples/sec Loss 0.2788 LearningRate 0.0025 Epoch: 16 Global Step: 280720 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:31,892-Speed 3347.01 samples/sec Loss 0.2770 LearningRate 0.0025 Epoch: 16 Global Step: 280730 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:34,954-Speed 3345.51 samples/sec Loss 0.2792 LearningRate 0.0025 Epoch: 16 Global Step: 280740 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:38,033-Speed 3325.92 samples/sec Loss 0.2748 LearningRate 0.0025 Epoch: 16 Global Step: 280750 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:41,093-Speed 3347.18 samples/sec Loss 0.2718 LearningRate 0.0025 Epoch: 16 Global Step: 280760 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:44,156-Speed 3344.15 samples/sec Loss 0.2770 LearningRate 0.0025 Epoch: 16 Global Step: 280770 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:47,230-Speed 3332.56 samples/sec Loss 0.2883 LearningRate 0.0025 Epoch: 16 Global Step: 280780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:50,301-Speed 3334.14 samples/sec Loss 0.2770 LearningRate 0.0025 Epoch: 16 Global Step: 280790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:53,368-Speed 3339.99 samples/sec Loss 0.2641 LearningRate 0.0025 Epoch: 16 Global Step: 280800 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:56,500-Speed 3269.75 samples/sec Loss 0.2870 LearningRate 0.0025 Epoch: 16 Global Step: 280810 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:57:59,559-Speed 3348.40 samples/sec Loss 0.2766 LearningRate 0.0025 Epoch: 16 Global Step: 280820 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:02,675-Speed 3287.19 samples/sec Loss 0.2786 LearningRate 0.0025 Epoch: 16 Global Step: 280830 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:05,754-Speed 3326.59 samples/sec Loss 0.2660 LearningRate 0.0025 Epoch: 16 Global Step: 280840 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:08,826-Speed 3333.59 samples/sec Loss 0.2727 LearningRate 0.0025 Epoch: 16 Global Step: 280850 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:11,898-Speed 3334.56 samples/sec Loss 0.2736 LearningRate 0.0025 Epoch: 16 Global Step: 280860 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:14,974-Speed 3329.43 samples/sec Loss 0.2832 LearningRate 0.0025 Epoch: 16 Global Step: 280870 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:18,037-Speed 3344.77 samples/sec Loss 0.2591 LearningRate 0.0025 Epoch: 16 Global Step: 280880 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:21,096-Speed 3348.07 samples/sec Loss 0.2693 LearningRate 0.0025 Epoch: 16 Global Step: 280890 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:24,180-Speed 3320.94 samples/sec Loss 0.2865 LearningRate 0.0025 Epoch: 16 Global Step: 280900 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:27,240-Speed 3346.38 samples/sec Loss 0.2855 LearningRate 0.0025 Epoch: 16 Global Step: 280910 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:30,325-Speed 3320.22 samples/sec Loss 0.2800 LearningRate 0.0025 Epoch: 16 Global Step: 280920 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:33,392-Speed 3340.16 samples/sec Loss 0.2881 LearningRate 0.0025 Epoch: 16 Global Step: 280930 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:36,472-Speed 3324.98 samples/sec Loss 0.2788 LearningRate 0.0025 Epoch: 16 Global Step: 280940 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:58:39,613-Speed 3260.54 samples/sec Loss 0.2610 LearningRate 0.0025 Epoch: 16 Global Step: 280950 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:58:42,748-Speed 3268.46 samples/sec Loss 0.2865 LearningRate 0.0025 Epoch: 16 Global Step: 280960 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:58:45,857-Speed 3293.96 samples/sec Loss 0.2813 LearningRate 0.0025 Epoch: 16 Global Step: 280970 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:58:48,965-Speed 3294.93 samples/sec Loss 0.2707 LearningRate 0.0025 Epoch: 16 Global Step: 280980 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:58:52,039-Speed 3332.33 samples/sec Loss 0.2609 LearningRate 0.0025 Epoch: 16 Global Step: 280990 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:58:55,136-Speed 3307.06 samples/sec Loss 0.2994 LearningRate 0.0025 Epoch: 16 Global Step: 281000 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:58:58,217-Speed 3323.98 samples/sec Loss 0.2771 LearningRate 0.0025 Epoch: 16 Global Step: 281010 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:59:01,284-Speed 3339.49 samples/sec Loss 0.2671 LearningRate 0.0025 Epoch: 16 Global Step: 281020 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:59:04,398-Speed 3289.65 samples/sec Loss 0.2835 LearningRate 0.0025 Epoch: 16 Global Step: 281030 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:59:07,499-Speed 3303.41 samples/sec Loss 0.2638 LearningRate 0.0025 Epoch: 16 Global Step: 281040 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 04:59:10,694-Speed 3205.61 samples/sec Loss 0.2590 LearningRate 0.0025 Epoch: 16 Global Step: 281050 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:13,828-Speed 3267.90 samples/sec Loss 0.2781 LearningRate 0.0025 Epoch: 16 Global Step: 281060 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:16,909-Speed 3324.18 samples/sec Loss 0.2856 LearningRate 0.0025 Epoch: 16 Global Step: 281070 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:19,989-Speed 3325.96 samples/sec Loss 0.2808 LearningRate 0.0025 Epoch: 16 Global Step: 281080 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:23,065-Speed 3329.92 samples/sec Loss 0.2691 LearningRate 0.0025 Epoch: 16 Global Step: 281090 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:26,207-Speed 3259.26 samples/sec Loss 0.2769 LearningRate 0.0025 Epoch: 16 Global Step: 281100 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:29,346-Speed 3262.81 samples/sec Loss 0.2877 LearningRate 0.0025 Epoch: 16 Global Step: 281110 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:32,488-Speed 3260.36 samples/sec Loss 0.2785 LearningRate 0.0025 Epoch: 16 Global Step: 281120 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:35,558-Speed 3336.00 samples/sec Loss 0.2844 LearningRate 0.0025 Epoch: 16 Global Step: 281130 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:38,619-Speed 3346.44 samples/sec Loss 0.2891 LearningRate 0.0025 Epoch: 16 Global Step: 281140 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:41,681-Speed 3344.49 samples/sec Loss 0.2771 LearningRate 0.0025 Epoch: 16 Global Step: 281150 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 04:59:44,730-Speed 3359.76 samples/sec Loss 0.2795 LearningRate 0.0025 Epoch: 16 Global Step: 281160 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:47,793-Speed 3343.85 samples/sec Loss 0.2627 LearningRate 0.0025 Epoch: 16 Global Step: 281170 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:50,857-Speed 3342.19 samples/sec Loss 0.2794 LearningRate 0.0025 Epoch: 16 Global Step: 281180 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:53,925-Speed 3339.02 samples/sec Loss 0.2721 LearningRate 0.0025 Epoch: 16 Global Step: 281190 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 04:59:56,985-Speed 3346.52 samples/sec Loss 0.2670 LearningRate 0.0025 Epoch: 16 Global Step: 281200 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:00,059-Speed 3332.33 samples/sec Loss 0.2505 LearningRate 0.0025 Epoch: 16 Global Step: 281210 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:03,140-Speed 3324.97 samples/sec Loss 0.2777 LearningRate 0.0025 Epoch: 16 Global Step: 281220 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:06,208-Speed 3338.50 samples/sec Loss 0.2806 LearningRate 0.0025 Epoch: 16 Global Step: 281230 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:09,266-Speed 3348.84 samples/sec Loss 0.2776 LearningRate 0.0025 Epoch: 16 Global Step: 281240 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:12,330-Speed 3342.94 samples/sec Loss 0.2882 LearningRate 0.0025 Epoch: 16 Global Step: 281250 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:15,382-Speed 3355.73 samples/sec Loss 0.2644 LearningRate 0.0025 Epoch: 16 Global Step: 281260 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:18,462-Speed 3325.41 samples/sec Loss 0.2800 LearningRate 0.0025 Epoch: 16 Global Step: 281270 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:21,524-Speed 3345.04 samples/sec Loss 0.2573 LearningRate 0.0025 Epoch: 16 Global Step: 281280 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:24,593-Speed 3337.37 samples/sec Loss 0.2878 LearningRate 0.0025 Epoch: 16 Global Step: 281290 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:27,667-Speed 3332.65 samples/sec Loss 0.2786 LearningRate 0.0025 Epoch: 16 Global Step: 281300 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:30,731-Speed 3342.71 samples/sec Loss 0.2733 LearningRate 0.0025 Epoch: 16 Global Step: 281310 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:33,795-Speed 3342.66 samples/sec Loss 0.2830 LearningRate 0.0025 Epoch: 16 Global Step: 281320 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:36,858-Speed 3343.93 samples/sec Loss 0.2749 LearningRate 0.0025 Epoch: 16 Global Step: 281330 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:39,977-Speed 3283.14 samples/sec Loss 0.2640 LearningRate 0.0025 Epoch: 16 Global Step: 281340 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:43,055-Speed 3328.33 samples/sec Loss 0.2721 LearningRate 0.0025 Epoch: 16 Global Step: 281350 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:46,135-Speed 3325.28 samples/sec Loss 0.2758 LearningRate 0.0025 Epoch: 16 Global Step: 281360 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 05:00:49,305-Speed 3231.10 samples/sec Loss 0.2850 LearningRate 0.0025 Epoch: 16 Global Step: 281370 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:52,376-Speed 3334.90 samples/sec Loss 0.2785 LearningRate 0.0025 Epoch: 16 Global Step: 281380 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:55,449-Speed 3333.68 samples/sec Loss 0.2641 LearningRate 0.0025 Epoch: 16 Global Step: 281390 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:00:58,525-Speed 3330.00 samples/sec Loss 0.2992 LearningRate 0.0025 Epoch: 16 Global Step: 281400 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:01,592-Speed 3338.39 samples/sec Loss 0.2833 LearningRate 0.0025 Epoch: 16 Global Step: 281410 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:04,655-Speed 3345.00 samples/sec Loss 0.2836 LearningRate 0.0025 Epoch: 16 Global Step: 281420 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:07,744-Speed 3315.41 samples/sec Loss 0.3037 LearningRate 0.0025 Epoch: 16 Global Step: 281430 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:10,856-Speed 3291.11 samples/sec Loss 0.2635 LearningRate 0.0025 Epoch: 16 Global Step: 281440 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:13,932-Speed 3329.92 samples/sec Loss 0.2714 LearningRate 0.0025 Epoch: 16 Global Step: 281450 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:17,044-Speed 3290.84 samples/sec Loss 0.2630 LearningRate 0.0025 Epoch: 16 Global Step: 281460 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:20,110-Speed 3340.27 samples/sec Loss 0.2653 LearningRate 0.0025 Epoch: 16 Global Step: 281470 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:23,183-Speed 3333.99 samples/sec Loss 0.2646 LearningRate 0.0025 Epoch: 16 Global Step: 281480 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:26,301-Speed 3284.62 samples/sec Loss 0.2771 LearningRate 0.0025 Epoch: 16 Global Step: 281490 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:29,362-Speed 3345.57 samples/sec Loss 0.2723 LearningRate 0.0025 Epoch: 16 Global Step: 281500 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:01:32,430-Speed 3338.96 samples/sec Loss 0.2848 LearningRate 0.0025 Epoch: 16 Global Step: 281510 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:35,550-Speed 3282.67 samples/sec Loss 0.2701 LearningRate 0.0025 Epoch: 16 Global Step: 281520 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:38,623-Speed 3332.62 samples/sec Loss 0.2627 LearningRate 0.0025 Epoch: 16 Global Step: 281530 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:41,694-Speed 3335.88 samples/sec Loss 0.2692 LearningRate 0.0025 Epoch: 16 Global Step: 281540 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:44,843-Speed 3252.69 samples/sec Loss 0.2556 LearningRate 0.0025 Epoch: 16 Global Step: 281550 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:47,933-Speed 3314.85 samples/sec Loss 0.2800 LearningRate 0.0025 Epoch: 16 Global Step: 281560 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:51,038-Speed 3298.76 samples/sec Loss 0.2625 LearningRate 0.0024 Epoch: 16 Global Step: 281570 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:54,249-Speed 3189.71 samples/sec Loss 0.2862 LearningRate 0.0024 Epoch: 16 Global Step: 281580 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:01:57,377-Speed 3274.41 samples/sec Loss 0.2592 LearningRate 0.0024 Epoch: 16 Global Step: 281590 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:00,439-Speed 3344.65 samples/sec Loss 0.2598 LearningRate 0.0024 Epoch: 16 Global Step: 281600 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:03,524-Speed 3319.49 samples/sec Loss 0.2567 LearningRate 0.0024 Epoch: 16 Global Step: 281610 Fp16 Grad Scale: 262144 Required: 6 hours Training: 2022-04-12 05:02:06,574-Speed 3358.56 samples/sec Loss 0.2841 LearningRate 0.0024 Epoch: 16 Global Step: 281620 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:09,645-Speed 3335.74 samples/sec Loss 0.2648 LearningRate 0.0024 Epoch: 16 Global Step: 281630 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:12,714-Speed 3337.22 samples/sec Loss 0.2664 LearningRate 0.0024 Epoch: 16 Global Step: 281640 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:15,781-Speed 3339.22 samples/sec Loss 0.2600 LearningRate 0.0024 Epoch: 16 Global Step: 281650 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:18,857-Speed 3329.55 samples/sec Loss 0.2842 LearningRate 0.0024 Epoch: 16 Global Step: 281660 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:21,954-Speed 3307.62 samples/sec Loss 0.2747 LearningRate 0.0024 Epoch: 16 Global Step: 281670 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:25,034-Speed 3325.13 samples/sec Loss 0.2878 LearningRate 0.0024 Epoch: 16 Global Step: 281680 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:28,152-Speed 3285.59 samples/sec Loss 0.2714 LearningRate 0.0024 Epoch: 16 Global Step: 281690 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:31,258-Speed 3296.97 samples/sec Loss 0.2738 LearningRate 0.0024 Epoch: 16 Global Step: 281700 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:34,370-Speed 3291.77 samples/sec Loss 0.2792 LearningRate 0.0024 Epoch: 16 Global Step: 281710 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:37,428-Speed 3348.38 samples/sec Loss 0.2719 LearningRate 0.0024 Epoch: 16 Global Step: 281720 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:40,499-Speed 3335.59 samples/sec Loss 0.2737 LearningRate 0.0024 Epoch: 16 Global Step: 281730 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:43,567-Speed 3338.86 samples/sec Loss 0.2464 LearningRate 0.0024 Epoch: 16 Global Step: 281740 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:46,634-Speed 3339.26 samples/sec Loss 0.2782 LearningRate 0.0024 Epoch: 16 Global Step: 281750 Fp16 Grad Scale: 131072 Required: 6 hours Training: 2022-04-12 05:02:49,698-Speed 3343.46 samples/sec Loss 0.2715 LearningRate 0.0024 Epoch: 16 Global Step: 281760 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:02:52,796-Speed 3305.93 samples/sec Loss 0.2764 LearningRate 0.0024 Epoch: 16 Global Step: 281770 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:02:55,875-Speed 3325.65 samples/sec Loss 0.2846 LearningRate 0.0024 Epoch: 16 Global Step: 281780 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:02:58,949-Speed 3331.90 samples/sec Loss 0.2527 LearningRate 0.0024 Epoch: 16 Global Step: 281790 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:03:02,016-Speed 3340.07 samples/sec Loss 0.2827 LearningRate 0.0024 Epoch: 16 Global Step: 281800 Fp16 Grad Scale: 65536 Required: 6 hours Training: 2022-04-12 05:03:05,090-Speed 3331.14 samples/sec Loss 0.2842 LearningRate 0.0024 Epoch: 16 Global Step: 281810 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:03:08,246-Speed 3246.41 samples/sec Loss 0.2567 LearningRate 0.0024 Epoch: 16 Global Step: 281820 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:03:11,310-Speed 3342.08 samples/sec Loss 0.2939 LearningRate 0.0024 Epoch: 16 Global Step: 281830 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:03:14,380-Speed 3336.71 samples/sec Loss 0.2526 LearningRate 0.0024 Epoch: 16 Global Step: 281840 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:03:17,473-Speed 3311.00 samples/sec Loss 0.2699 LearningRate 0.0024 Epoch: 16 Global Step: 281850 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:03:20,538-Speed 3342.04 samples/sec Loss 0.2763 LearningRate 0.0024 Epoch: 16 Global Step: 281860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:23,602-Speed 3342.48 samples/sec Loss 0.2862 LearningRate 0.0024 Epoch: 16 Global Step: 281870 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:26,739-Speed 3264.74 samples/sec Loss 0.2789 LearningRate 0.0024 Epoch: 16 Global Step: 281880 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:29,813-Speed 3332.07 samples/sec Loss 0.2734 LearningRate 0.0024 Epoch: 16 Global Step: 281890 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:32,905-Speed 3312.23 samples/sec Loss 0.2703 LearningRate 0.0024 Epoch: 16 Global Step: 281900 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:35,965-Speed 3347.29 samples/sec Loss 0.2809 LearningRate 0.0024 Epoch: 16 Global Step: 281910 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:39,046-Speed 3324.63 samples/sec Loss 0.2767 LearningRate 0.0024 Epoch: 16 Global Step: 281920 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:42,109-Speed 3343.80 samples/sec Loss 0.2868 LearningRate 0.0024 Epoch: 16 Global Step: 281930 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:45,196-Speed 3317.80 samples/sec Loss 0.2787 LearningRate 0.0024 Epoch: 16 Global Step: 281940 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:48,316-Speed 3282.54 samples/sec Loss 0.2857 LearningRate 0.0024 Epoch: 16 Global Step: 281950 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:51,372-Speed 3352.27 samples/sec Loss 0.2405 LearningRate 0.0024 Epoch: 16 Global Step: 281960 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:54,436-Speed 3342.42 samples/sec Loss 0.2770 LearningRate 0.0024 Epoch: 16 Global Step: 281970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:03:57,520-Speed 3321.36 samples/sec Loss 0.2766 LearningRate 0.0024 Epoch: 16 Global Step: 281980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:04:00,581-Speed 3345.19 samples/sec Loss 0.2607 LearningRate 0.0024 Epoch: 16 Global Step: 281990 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:04:03,704-Speed 3280.33 samples/sec Loss 0.2820 LearningRate 0.0024 Epoch: 16 Global Step: 282000 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:04:47,587-[lfw][282000]XNorm: 19.686614 Training: 2022-04-12 05:04:47,588-[lfw][282000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 05:04:47,588-[lfw][282000]Accuracy-Highest: 0.99817 Training: 2022-04-12 05:05:38,592-[cfp_fp][282000]XNorm: 21.385790 Training: 2022-04-12 05:05:38,593-[cfp_fp][282000]Accuracy-Flip: 0.99143+-0.00378 Training: 2022-04-12 05:05:38,593-[cfp_fp][282000]Accuracy-Highest: 0.99186 Training: 2022-04-12 05:06:22,486-[agedb_30][282000]XNorm: 21.903421 Training: 2022-04-12 05:06:22,486-[agedb_30][282000]Accuracy-Flip: 0.98600+-0.00611 Training: 2022-04-12 05:06:22,487-[agedb_30][282000]Accuracy-Highest: 0.98650 Training: 2022-04-12 05:06:25,580-Speed 72.18 samples/sec Loss 0.2606 LearningRate 0.0024 Epoch: 16 Global Step: 282010 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:28,703-Speed 3280.16 samples/sec Loss 0.2690 LearningRate 0.0024 Epoch: 16 Global Step: 282020 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:31,817-Speed 3289.59 samples/sec Loss 0.2563 LearningRate 0.0024 Epoch: 16 Global Step: 282030 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:34,902-Speed 3319.45 samples/sec Loss 0.2853 LearningRate 0.0024 Epoch: 16 Global Step: 282040 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:37,975-Speed 3332.36 samples/sec Loss 0.2675 LearningRate 0.0024 Epoch: 16 Global Step: 282050 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:41,032-Speed 3350.65 samples/sec Loss 0.2822 LearningRate 0.0024 Epoch: 16 Global Step: 282060 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:44,113-Speed 3324.24 samples/sec Loss 0.2807 LearningRate 0.0024 Epoch: 16 Global Step: 282070 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:47,169-Speed 3352.10 samples/sec Loss 0.2758 LearningRate 0.0024 Epoch: 16 Global Step: 282080 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:50,254-Speed 3319.99 samples/sec Loss 0.2808 LearningRate 0.0024 Epoch: 16 Global Step: 282090 Fp16 Grad Scale: 32768 Required: 5 hours Training: 2022-04-12 05:06:53,408-Speed 3247.12 samples/sec Loss 0.2749 LearningRate 0.0024 Epoch: 16 Global Step: 282100 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:06:56,463-Speed 3352.63 samples/sec Loss 0.2619 LearningRate 0.0024 Epoch: 16 Global Step: 282110 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:06:59,531-Speed 3338.80 samples/sec Loss 0.2522 LearningRate 0.0024 Epoch: 16 Global Step: 282120 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:02,602-Speed 3335.22 samples/sec Loss 0.2781 LearningRate 0.0024 Epoch: 16 Global Step: 282130 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:05,683-Speed 3324.51 samples/sec Loss 0.2755 LearningRate 0.0024 Epoch: 16 Global Step: 282140 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:08,826-Speed 3258.40 samples/sec Loss 0.2665 LearningRate 0.0024 Epoch: 16 Global Step: 282150 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:11,923-Speed 3306.58 samples/sec Loss 0.2796 LearningRate 0.0024 Epoch: 16 Global Step: 282160 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:15,100-Speed 3223.52 samples/sec Loss 0.2858 LearningRate 0.0024 Epoch: 16 Global Step: 282170 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:18,174-Speed 3332.64 samples/sec Loss 0.2783 LearningRate 0.0024 Epoch: 16 Global Step: 282180 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:21,257-Speed 3321.84 samples/sec Loss 0.2547 LearningRate 0.0024 Epoch: 16 Global Step: 282190 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:24,346-Speed 3315.86 samples/sec Loss 0.2933 LearningRate 0.0024 Epoch: 16 Global Step: 282200 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:27,413-Speed 3339.99 samples/sec Loss 0.2974 LearningRate 0.0024 Epoch: 16 Global Step: 282210 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:30,479-Speed 3340.53 samples/sec Loss 0.2775 LearningRate 0.0024 Epoch: 16 Global Step: 282220 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:33,542-Speed 3343.52 samples/sec Loss 0.2764 LearningRate 0.0024 Epoch: 16 Global Step: 282230 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:36,602-Speed 3347.46 samples/sec Loss 0.2928 LearningRate 0.0024 Epoch: 16 Global Step: 282240 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:39,713-Speed 3291.81 samples/sec Loss 0.2768 LearningRate 0.0024 Epoch: 16 Global Step: 282250 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:42,908-Speed 3206.25 samples/sec Loss 0.2815 LearningRate 0.0024 Epoch: 16 Global Step: 282260 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:46,071-Speed 3238.43 samples/sec Loss 0.2624 LearningRate 0.0024 Epoch: 16 Global Step: 282270 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:49,149-Speed 3327.79 samples/sec Loss 0.2844 LearningRate 0.0024 Epoch: 16 Global Step: 282280 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:07:52,207-Speed 3348.54 samples/sec Loss 0.2731 LearningRate 0.0024 Epoch: 16 Global Step: 282290 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:55,335-Speed 3274.38 samples/sec Loss 0.2741 LearningRate 0.0024 Epoch: 16 Global Step: 282300 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:07:58,437-Speed 3302.00 samples/sec Loss 0.2908 LearningRate 0.0024 Epoch: 16 Global Step: 282310 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:01,518-Speed 3323.69 samples/sec Loss 0.2474 LearningRate 0.0024 Epoch: 16 Global Step: 282320 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:04,585-Speed 3339.91 samples/sec Loss 0.2844 LearningRate 0.0024 Epoch: 16 Global Step: 282330 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:07,677-Speed 3312.44 samples/sec Loss 0.2851 LearningRate 0.0024 Epoch: 16 Global Step: 282340 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:10,778-Speed 3303.30 samples/sec Loss 0.2751 LearningRate 0.0024 Epoch: 16 Global Step: 282350 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:13,838-Speed 3347.29 samples/sec Loss 0.2704 LearningRate 0.0024 Epoch: 16 Global Step: 282360 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:16,899-Speed 3345.84 samples/sec Loss 0.2774 LearningRate 0.0024 Epoch: 16 Global Step: 282370 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:19,960-Speed 3346.52 samples/sec Loss 0.2557 LearningRate 0.0024 Epoch: 16 Global Step: 282380 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:08:23,017-Speed 3349.51 samples/sec Loss 0.2863 LearningRate 0.0024 Epoch: 16 Global Step: 282390 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:26,165-Speed 3253.43 samples/sec Loss 0.2735 LearningRate 0.0024 Epoch: 16 Global Step: 282400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:29,225-Speed 3348.12 samples/sec Loss 0.2763 LearningRate 0.0024 Epoch: 16 Global Step: 282410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:32,281-Speed 3351.05 samples/sec Loss 0.2744 LearningRate 0.0024 Epoch: 16 Global Step: 282420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:35,363-Speed 3323.85 samples/sec Loss 0.2556 LearningRate 0.0024 Epoch: 16 Global Step: 282430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:38,420-Speed 3349.78 samples/sec Loss 0.2812 LearningRate 0.0024 Epoch: 16 Global Step: 282440 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:41,478-Speed 3349.30 samples/sec Loss 0.2647 LearningRate 0.0024 Epoch: 16 Global Step: 282450 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:44,563-Speed 3320.76 samples/sec Loss 0.2687 LearningRate 0.0024 Epoch: 16 Global Step: 282460 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:47,626-Speed 3343.75 samples/sec Loss 0.2669 LearningRate 0.0024 Epoch: 16 Global Step: 282470 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:50,740-Speed 3288.54 samples/sec Loss 0.2696 LearningRate 0.0024 Epoch: 16 Global Step: 282480 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:53,839-Speed 3304.72 samples/sec Loss 0.2537 LearningRate 0.0024 Epoch: 16 Global Step: 282490 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:56,917-Speed 3328.35 samples/sec Loss 0.2794 LearningRate 0.0024 Epoch: 16 Global Step: 282500 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:08:59,984-Speed 3339.18 samples/sec Loss 0.2721 LearningRate 0.0024 Epoch: 16 Global Step: 282510 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:09:03,049-Speed 3341.38 samples/sec Loss 0.2734 LearningRate 0.0024 Epoch: 16 Global Step: 282520 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:09:06,134-Speed 3320.55 samples/sec Loss 0.2662 LearningRate 0.0024 Epoch: 16 Global Step: 282530 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:09,264-Speed 3272.75 samples/sec Loss 0.2519 LearningRate 0.0024 Epoch: 16 Global Step: 282540 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:12,341-Speed 3328.44 samples/sec Loss 0.2802 LearningRate 0.0024 Epoch: 16 Global Step: 282550 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:15,400-Speed 3348.31 samples/sec Loss 0.2841 LearningRate 0.0024 Epoch: 16 Global Step: 282560 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:18,465-Speed 3341.19 samples/sec Loss 0.2778 LearningRate 0.0024 Epoch: 16 Global Step: 282570 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:21,526-Speed 3345.65 samples/sec Loss 0.2710 LearningRate 0.0024 Epoch: 16 Global Step: 282580 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:24,595-Speed 3337.90 samples/sec Loss 0.2786 LearningRate 0.0024 Epoch: 16 Global Step: 282590 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:27,700-Speed 3297.88 samples/sec Loss 0.2796 LearningRate 0.0024 Epoch: 16 Global Step: 282600 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:30,778-Speed 3328.14 samples/sec Loss 0.2692 LearningRate 0.0024 Epoch: 16 Global Step: 282610 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:33,882-Speed 3299.41 samples/sec Loss 0.2696 LearningRate 0.0024 Epoch: 16 Global Step: 282620 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:36,973-Speed 3314.05 samples/sec Loss 0.2611 LearningRate 0.0024 Epoch: 16 Global Step: 282630 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:09:40,076-Speed 3300.92 samples/sec Loss 0.2793 LearningRate 0.0024 Epoch: 16 Global Step: 282640 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:43,158-Speed 3322.75 samples/sec Loss 0.2760 LearningRate 0.0023 Epoch: 16 Global Step: 282650 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:46,233-Speed 3331.01 samples/sec Loss 0.2683 LearningRate 0.0023 Epoch: 16 Global Step: 282660 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:49,297-Speed 3342.96 samples/sec Loss 0.2908 LearningRate 0.0023 Epoch: 16 Global Step: 282670 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:52,364-Speed 3339.56 samples/sec Loss 0.2769 LearningRate 0.0023 Epoch: 16 Global Step: 282680 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:55,429-Speed 3341.50 samples/sec Loss 0.2793 LearningRate 0.0023 Epoch: 16 Global Step: 282690 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:09:58,499-Speed 3335.87 samples/sec Loss 0.2611 LearningRate 0.0023 Epoch: 16 Global Step: 282700 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:10:01,560-Speed 3347.08 samples/sec Loss 0.2398 LearningRate 0.0023 Epoch: 16 Global Step: 282710 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:10:04,667-Speed 3296.48 samples/sec Loss 0.2837 LearningRate 0.0023 Epoch: 16 Global Step: 282720 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:10:07,771-Speed 3299.85 samples/sec Loss 0.2746 LearningRate 0.0023 Epoch: 16 Global Step: 282730 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:10:10,850-Speed 3326.10 samples/sec Loss 0.2718 LearningRate 0.0023 Epoch: 16 Global Step: 282740 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:13,910-Speed 3347.07 samples/sec Loss 0.2658 LearningRate 0.0023 Epoch: 16 Global Step: 282750 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:16,995-Speed 3320.11 samples/sec Loss 0.2811 LearningRate 0.0023 Epoch: 16 Global Step: 282760 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:20,073-Speed 3327.79 samples/sec Loss 0.2580 LearningRate 0.0023 Epoch: 16 Global Step: 282770 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:23,136-Speed 3342.91 samples/sec Loss 0.2683 LearningRate 0.0023 Epoch: 16 Global Step: 282780 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:26,271-Speed 3266.84 samples/sec Loss 0.2831 LearningRate 0.0023 Epoch: 16 Global Step: 282790 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:29,403-Speed 3270.77 samples/sec Loss 0.2839 LearningRate 0.0023 Epoch: 16 Global Step: 282800 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:32,530-Speed 3276.02 samples/sec Loss 0.2762 LearningRate 0.0023 Epoch: 16 Global Step: 282810 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:35,588-Speed 3348.93 samples/sec Loss 0.2611 LearningRate 0.0023 Epoch: 16 Global Step: 282820 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:38,646-Speed 3349.67 samples/sec Loss 0.2848 LearningRate 0.0023 Epoch: 16 Global Step: 282830 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:41,719-Speed 3333.14 samples/sec Loss 0.2714 LearningRate 0.0023 Epoch: 16 Global Step: 282840 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:44,779-Speed 3346.31 samples/sec Loss 0.2811 LearningRate 0.0023 Epoch: 16 Global Step: 282850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:47,882-Speed 3301.35 samples/sec Loss 0.2939 LearningRate 0.0023 Epoch: 16 Global Step: 282860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:50,945-Speed 3343.46 samples/sec Loss 0.2871 LearningRate 0.0023 Epoch: 16 Global Step: 282870 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:54,017-Speed 3333.94 samples/sec Loss 0.3004 LearningRate 0.0023 Epoch: 16 Global Step: 282880 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:10:57,088-Speed 3335.66 samples/sec Loss 0.2652 LearningRate 0.0023 Epoch: 16 Global Step: 282890 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:00,156-Speed 3338.86 samples/sec Loss 0.2775 LearningRate 0.0023 Epoch: 16 Global Step: 282900 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:03,227-Speed 3334.88 samples/sec Loss 0.2765 LearningRate 0.0023 Epoch: 16 Global Step: 282910 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:06,291-Speed 3342.54 samples/sec Loss 0.2690 LearningRate 0.0023 Epoch: 16 Global Step: 282920 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:09,354-Speed 3344.32 samples/sec Loss 0.2819 LearningRate 0.0023 Epoch: 16 Global Step: 282930 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:12,409-Speed 3352.48 samples/sec Loss 0.2689 LearningRate 0.0023 Epoch: 16 Global Step: 282940 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:15,469-Speed 3347.13 samples/sec Loss 0.2743 LearningRate 0.0023 Epoch: 16 Global Step: 282950 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:18,551-Speed 3323.44 samples/sec Loss 0.2643 LearningRate 0.0023 Epoch: 16 Global Step: 282960 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:21,628-Speed 3328.42 samples/sec Loss 0.2796 LearningRate 0.0023 Epoch: 16 Global Step: 282970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:24,688-Speed 3347.00 samples/sec Loss 0.3014 LearningRate 0.0023 Epoch: 16 Global Step: 282980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:27,746-Speed 3349.04 samples/sec Loss 0.2642 LearningRate 0.0023 Epoch: 16 Global Step: 282990 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:30,807-Speed 3346.69 samples/sec Loss 0.2467 LearningRate 0.0023 Epoch: 16 Global Step: 283000 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:33,937-Speed 3272.10 samples/sec Loss 0.2662 LearningRate 0.0023 Epoch: 16 Global Step: 283010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:37,049-Speed 3291.72 samples/sec Loss 0.2751 LearningRate 0.0023 Epoch: 16 Global Step: 283020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:40,163-Speed 3288.08 samples/sec Loss 0.2821 LearningRate 0.0023 Epoch: 16 Global Step: 283030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:43,255-Speed 3312.65 samples/sec Loss 0.2848 LearningRate 0.0023 Epoch: 16 Global Step: 283040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:46,333-Speed 3327.53 samples/sec Loss 0.2874 LearningRate 0.0023 Epoch: 16 Global Step: 283050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:49,463-Speed 3271.98 samples/sec Loss 0.2717 LearningRate 0.0023 Epoch: 16 Global Step: 283060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:52,633-Speed 3232.05 samples/sec Loss 0.2721 LearningRate 0.0023 Epoch: 16 Global Step: 283070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:55,744-Speed 3292.32 samples/sec Loss 0.2702 LearningRate 0.0023 Epoch: 16 Global Step: 283080 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:11:58,814-Speed 3335.47 samples/sec Loss 0.2871 LearningRate 0.0023 Epoch: 16 Global Step: 283090 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:01,902-Speed 3317.32 samples/sec Loss 0.2730 LearningRate 0.0023 Epoch: 16 Global Step: 283100 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:05,076-Speed 3226.33 samples/sec Loss 0.2863 LearningRate 0.0023 Epoch: 16 Global Step: 283110 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:08,189-Speed 3290.95 samples/sec Loss 0.2695 LearningRate 0.0023 Epoch: 16 Global Step: 283120 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:11,251-Speed 3344.58 samples/sec Loss 0.2688 LearningRate 0.0023 Epoch: 16 Global Step: 283130 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:14,329-Speed 3326.92 samples/sec Loss 0.2776 LearningRate 0.0023 Epoch: 16 Global Step: 283140 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:12:17,459-Speed 3272.48 samples/sec Loss 0.2933 LearningRate 0.0023 Epoch: 16 Global Step: 283150 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:20,520-Speed 3346.66 samples/sec Loss 0.2934 LearningRate 0.0023 Epoch: 16 Global Step: 283160 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:23,707-Speed 3213.58 samples/sec Loss 0.2816 LearningRate 0.0023 Epoch: 16 Global Step: 283170 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:26,784-Speed 3328.26 samples/sec Loss 0.3008 LearningRate 0.0023 Epoch: 16 Global Step: 283180 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:29,862-Speed 3328.49 samples/sec Loss 0.2910 LearningRate 0.0023 Epoch: 16 Global Step: 283190 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:32,950-Speed 3316.82 samples/sec Loss 0.2633 LearningRate 0.0023 Epoch: 16 Global Step: 283200 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:12:36,146-Speed 3203.88 samples/sec Loss 0.2724 LearningRate 0.0023 Epoch: 16 Global Step: 283210 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:12:39,256-Speed 3293.94 samples/sec Loss 0.2574 LearningRate 0.0023 Epoch: 16 Global Step: 283220 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:12:42,320-Speed 3342.81 samples/sec Loss 0.2832 LearningRate 0.0023 Epoch: 16 Global Step: 283230 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:12:45,395-Speed 3330.08 samples/sec Loss 0.2637 LearningRate 0.0023 Epoch: 16 Global Step: 283240 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:12:48,465-Speed 3336.97 samples/sec Loss 0.2963 LearningRate 0.0023 Epoch: 16 Global Step: 283250 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:12:51,529-Speed 3342.20 samples/sec Loss 0.2726 LearningRate 0.0023 Epoch: 16 Global Step: 283260 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:12:54,593-Speed 3343.23 samples/sec Loss 0.2775 LearningRate 0.0023 Epoch: 16 Global Step: 283270 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:12:57,665-Speed 3333.31 samples/sec Loss 0.2715 LearningRate 0.0023 Epoch: 16 Global Step: 283280 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:00,728-Speed 3344.30 samples/sec Loss 0.2621 LearningRate 0.0023 Epoch: 16 Global Step: 283290 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:03,806-Speed 3327.25 samples/sec Loss 0.3042 LearningRate 0.0023 Epoch: 16 Global Step: 283300 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:06,901-Speed 3309.92 samples/sec Loss 0.2615 LearningRate 0.0023 Epoch: 16 Global Step: 283310 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:13:09,978-Speed 3328.69 samples/sec Loss 0.2832 LearningRate 0.0023 Epoch: 16 Global Step: 283320 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:13:13,046-Speed 3338.41 samples/sec Loss 0.2675 LearningRate 0.0023 Epoch: 16 Global Step: 283330 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:16,152-Speed 3297.49 samples/sec Loss 0.2626 LearningRate 0.0023 Epoch: 16 Global Step: 283340 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:19,227-Speed 3330.47 samples/sec Loss 0.2652 LearningRate 0.0023 Epoch: 16 Global Step: 283350 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:22,320-Speed 3311.34 samples/sec Loss 0.2570 LearningRate 0.0023 Epoch: 16 Global Step: 283360 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:25,382-Speed 3345.49 samples/sec Loss 0.2760 LearningRate 0.0023 Epoch: 16 Global Step: 283370 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:28,479-Speed 3306.37 samples/sec Loss 0.2821 LearningRate 0.0023 Epoch: 16 Global Step: 283380 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:31,540-Speed 3347.14 samples/sec Loss 0.2775 LearningRate 0.0023 Epoch: 16 Global Step: 283390 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:34,608-Speed 3337.78 samples/sec Loss 0.2709 LearningRate 0.0023 Epoch: 16 Global Step: 283400 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:37,678-Speed 3336.39 samples/sec Loss 0.2765 LearningRate 0.0023 Epoch: 16 Global Step: 283410 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:40,748-Speed 3335.72 samples/sec Loss 0.2751 LearningRate 0.0023 Epoch: 16 Global Step: 283420 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:43,835-Speed 3318.56 samples/sec Loss 0.2710 LearningRate 0.0023 Epoch: 16 Global Step: 283430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:13:46,889-Speed 3354.01 samples/sec Loss 0.2736 LearningRate 0.0023 Epoch: 16 Global Step: 283440 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:13:49,961-Speed 3333.72 samples/sec Loss 0.2688 LearningRate 0.0023 Epoch: 16 Global Step: 283450 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:13:53,089-Speed 3274.84 samples/sec Loss 0.2796 LearningRate 0.0023 Epoch: 16 Global Step: 283460 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:13:56,175-Speed 3318.64 samples/sec Loss 0.2603 LearningRate 0.0023 Epoch: 16 Global Step: 283470 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:13:59,246-Speed 3334.57 samples/sec Loss 0.2693 LearningRate 0.0023 Epoch: 16 Global Step: 283480 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:02,366-Speed 3283.05 samples/sec Loss 0.2852 LearningRate 0.0023 Epoch: 16 Global Step: 283490 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:05,539-Speed 3227.87 samples/sec Loss 0.2985 LearningRate 0.0023 Epoch: 16 Global Step: 283500 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:08,660-Speed 3282.37 samples/sec Loss 0.2750 LearningRate 0.0023 Epoch: 16 Global Step: 283510 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:11,790-Speed 3272.58 samples/sec Loss 0.2864 LearningRate 0.0023 Epoch: 16 Global Step: 283520 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:14,907-Speed 3285.74 samples/sec Loss 0.2799 LearningRate 0.0023 Epoch: 16 Global Step: 283530 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:18,005-Speed 3306.16 samples/sec Loss 0.2777 LearningRate 0.0023 Epoch: 16 Global Step: 283540 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:21,073-Speed 3337.60 samples/sec Loss 0.2971 LearningRate 0.0023 Epoch: 16 Global Step: 283550 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:24,137-Speed 3343.03 samples/sec Loss 0.2709 LearningRate 0.0023 Epoch: 16 Global Step: 283560 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:14:27,276-Speed 3262.82 samples/sec Loss 0.2860 LearningRate 0.0023 Epoch: 16 Global Step: 283570 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:30,337-Speed 3346.41 samples/sec Loss 0.2841 LearningRate 0.0023 Epoch: 16 Global Step: 283580 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:33,411-Speed 3331.39 samples/sec Loss 0.2685 LearningRate 0.0023 Epoch: 16 Global Step: 283590 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:36,511-Speed 3304.44 samples/sec Loss 0.2664 LearningRate 0.0023 Epoch: 16 Global Step: 283600 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:39,572-Speed 3346.14 samples/sec Loss 0.2720 LearningRate 0.0023 Epoch: 16 Global Step: 283610 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:42,637-Speed 3342.25 samples/sec Loss 0.2719 LearningRate 0.0023 Epoch: 16 Global Step: 283620 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:45,721-Speed 3320.75 samples/sec Loss 0.2673 LearningRate 0.0023 Epoch: 16 Global Step: 283630 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:48,849-Speed 3273.61 samples/sec Loss 0.2646 LearningRate 0.0023 Epoch: 16 Global Step: 283640 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:51,924-Speed 3331.46 samples/sec Loss 0.2686 LearningRate 0.0023 Epoch: 16 Global Step: 283650 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:55,017-Speed 3311.17 samples/sec Loss 0.2655 LearningRate 0.0023 Epoch: 16 Global Step: 283660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:14:58,102-Speed 3320.61 samples/sec Loss 0.2848 LearningRate 0.0023 Epoch: 16 Global Step: 283670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:15:01,186-Speed 3320.89 samples/sec Loss 0.2574 LearningRate 0.0023 Epoch: 16 Global Step: 283680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:15:04,258-Speed 3333.44 samples/sec Loss 0.2730 LearningRate 0.0023 Epoch: 16 Global Step: 283690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:15:07,341-Speed 3323.00 samples/sec Loss 0.2808 LearningRate 0.0023 Epoch: 16 Global Step: 283700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:15:10,407-Speed 3340.73 samples/sec Loss 0.2729 LearningRate 0.0023 Epoch: 16 Global Step: 283710 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:15:13,482-Speed 3330.66 samples/sec Loss 0.2722 LearningRate 0.0023 Epoch: 16 Global Step: 283720 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:15:16,568-Speed 3318.38 samples/sec Loss 0.2792 LearningRate 0.0023 Epoch: 16 Global Step: 283730 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:15:19,882-Speed 3090.30 samples/sec Loss 0.2821 LearningRate 0.0023 Epoch: 16 Global Step: 283740 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:15:58,170-Speed 267.46 samples/sec Loss 0.2574 LearningRate 0.0022 Epoch: 17 Global Step: 283750 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:01,867-Speed 2770.26 samples/sec Loss 0.1665 LearningRate 0.0022 Epoch: 17 Global Step: 283760 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:05,135-Speed 3133.98 samples/sec Loss 0.1706 LearningRate 0.0022 Epoch: 17 Global Step: 283770 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:08,238-Speed 3302.24 samples/sec Loss 0.1615 LearningRate 0.0022 Epoch: 17 Global Step: 283780 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:11,343-Speed 3298.01 samples/sec Loss 0.1544 LearningRate 0.0022 Epoch: 17 Global Step: 283790 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:14,428-Speed 3320.17 samples/sec Loss 0.1702 LearningRate 0.0022 Epoch: 17 Global Step: 283800 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:17,565-Speed 3264.36 samples/sec Loss 0.1761 LearningRate 0.0022 Epoch: 17 Global Step: 283810 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:20,688-Speed 3280.39 samples/sec Loss 0.1558 LearningRate 0.0022 Epoch: 17 Global Step: 283820 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:23,792-Speed 3300.17 samples/sec Loss 0.1709 LearningRate 0.0022 Epoch: 17 Global Step: 283830 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:26,914-Speed 3280.64 samples/sec Loss 0.1551 LearningRate 0.0022 Epoch: 17 Global Step: 283840 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:16:30,061-Speed 3254.24 samples/sec Loss 0.1599 LearningRate 0.0022 Epoch: 17 Global Step: 283850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:16:33,124-Speed 3344.19 samples/sec Loss 0.1592 LearningRate 0.0022 Epoch: 17 Global Step: 283860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:16:36,195-Speed 3334.67 samples/sec Loss 0.1536 LearningRate 0.0022 Epoch: 17 Global Step: 283870 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:16:39,257-Speed 3345.15 samples/sec Loss 0.1693 LearningRate 0.0022 Epoch: 17 Global Step: 283880 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:16:42,337-Speed 3325.66 samples/sec Loss 0.1581 LearningRate 0.0022 Epoch: 17 Global Step: 283890 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:16:45,411-Speed 3331.51 samples/sec Loss 0.1621 LearningRate 0.0022 Epoch: 17 Global Step: 283900 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:16:48,470-Speed 3348.76 samples/sec Loss 0.1778 LearningRate 0.0022 Epoch: 17 Global Step: 283910 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:51,556-Speed 3318.18 samples/sec Loss 0.1605 LearningRate 0.0022 Epoch: 17 Global Step: 283920 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:54,647-Speed 3314.65 samples/sec Loss 0.1686 LearningRate 0.0022 Epoch: 17 Global Step: 283930 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:16:57,741-Speed 3309.52 samples/sec Loss 0.1690 LearningRate 0.0022 Epoch: 17 Global Step: 283940 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:17:00,861-Speed 3283.11 samples/sec Loss 0.1599 LearningRate 0.0022 Epoch: 17 Global Step: 283950 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:17:04,274-Speed 3000.83 samples/sec Loss 0.1668 LearningRate 0.0022 Epoch: 17 Global Step: 283960 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:17:07,402-Speed 3274.86 samples/sec Loss 0.1689 LearningRate 0.0022 Epoch: 17 Global Step: 283970 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:17:10,546-Speed 3257.66 samples/sec Loss 0.1631 LearningRate 0.0022 Epoch: 17 Global Step: 283980 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:17:13,841-Speed 3108.29 samples/sec Loss 0.1581 LearningRate 0.0022 Epoch: 17 Global Step: 283990 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:17:17,050-Speed 3192.33 samples/sec Loss 0.1649 LearningRate 0.0022 Epoch: 17 Global Step: 284000 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:18:01,252-[lfw][284000]XNorm: 20.549868 Training: 2022-04-12 05:18:01,252-[lfw][284000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 05:18:01,253-[lfw][284000]Accuracy-Highest: 0.99817 Training: 2022-04-12 05:18:52,467-[cfp_fp][284000]XNorm: 22.197119 Training: 2022-04-12 05:18:52,468-[cfp_fp][284000]Accuracy-Flip: 0.99100+-0.00409 Training: 2022-04-12 05:18:52,468-[cfp_fp][284000]Accuracy-Highest: 0.99186 Training: 2022-04-12 05:19:35,935-[agedb_30][284000]XNorm: 22.360230 Training: 2022-04-12 05:19:35,936-[agedb_30][284000]Accuracy-Flip: 0.98517+-0.00580 Training: 2022-04-12 05:19:35,936-[agedb_30][284000]Accuracy-Highest: 0.98650 Training: 2022-04-12 05:19:39,007-Speed 72.13 samples/sec Loss 0.1674 LearningRate 0.0022 Epoch: 17 Global Step: 284010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:19:42,082-Speed 3330.96 samples/sec Loss 0.1574 LearningRate 0.0022 Epoch: 17 Global Step: 284020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:19:45,260-Speed 3222.80 samples/sec Loss 0.1574 LearningRate 0.0022 Epoch: 17 Global Step: 284030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:19:48,356-Speed 3308.37 samples/sec Loss 0.1603 LearningRate 0.0022 Epoch: 17 Global Step: 284040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:19:51,422-Speed 3340.57 samples/sec Loss 0.1518 LearningRate 0.0022 Epoch: 17 Global Step: 284050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:19:54,691-Speed 3132.37 samples/sec Loss 0.1678 LearningRate 0.0022 Epoch: 17 Global Step: 284060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:19:57,783-Speed 3312.88 samples/sec Loss 0.1655 LearningRate 0.0022 Epoch: 17 Global Step: 284070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:20:00,887-Speed 3299.24 samples/sec Loss 0.1664 LearningRate 0.0022 Epoch: 17 Global Step: 284080 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:04,012-Speed 3278.23 samples/sec Loss 0.1604 LearningRate 0.0022 Epoch: 17 Global Step: 284090 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:07,147-Speed 3267.16 samples/sec Loss 0.1722 LearningRate 0.0022 Epoch: 17 Global Step: 284100 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:10,344-Speed 3203.65 samples/sec Loss 0.1607 LearningRate 0.0022 Epoch: 17 Global Step: 284110 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:13,403-Speed 3348.24 samples/sec Loss 0.1621 LearningRate 0.0022 Epoch: 17 Global Step: 284120 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:16,501-Speed 3306.28 samples/sec Loss 0.1587 LearningRate 0.0022 Epoch: 17 Global Step: 284130 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:19,589-Speed 3316.51 samples/sec Loss 0.1500 LearningRate 0.0022 Epoch: 17 Global Step: 284140 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:22,711-Speed 3281.19 samples/sec Loss 0.1581 LearningRate 0.0022 Epoch: 17 Global Step: 284150 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:25,803-Speed 3312.28 samples/sec Loss 0.1623 LearningRate 0.0022 Epoch: 17 Global Step: 284160 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:28,880-Speed 3328.72 samples/sec Loss 0.1537 LearningRate 0.0022 Epoch: 17 Global Step: 284170 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:31,939-Speed 3348.81 samples/sec Loss 0.1573 LearningRate 0.0022 Epoch: 17 Global Step: 284180 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:20:35,061-Speed 3280.20 samples/sec Loss 0.1749 LearningRate 0.0022 Epoch: 17 Global Step: 284190 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:38,142-Speed 3324.46 samples/sec Loss 0.1625 LearningRate 0.0022 Epoch: 17 Global Step: 284200 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:41,212-Speed 3335.72 samples/sec Loss 0.1671 LearningRate 0.0022 Epoch: 17 Global Step: 284210 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:44,275-Speed 3343.92 samples/sec Loss 0.1766 LearningRate 0.0022 Epoch: 17 Global Step: 284220 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:47,350-Speed 3331.53 samples/sec Loss 0.1783 LearningRate 0.0022 Epoch: 17 Global Step: 284230 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:50,466-Speed 3287.16 samples/sec Loss 0.1727 LearningRate 0.0022 Epoch: 17 Global Step: 284240 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:53,568-Speed 3301.25 samples/sec Loss 0.1701 LearningRate 0.0022 Epoch: 17 Global Step: 284250 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:56,648-Speed 3325.93 samples/sec Loss 0.1622 LearningRate 0.0022 Epoch: 17 Global Step: 284260 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:20:59,794-Speed 3254.93 samples/sec Loss 0.1823 LearningRate 0.0022 Epoch: 17 Global Step: 284270 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:21:02,880-Speed 3320.05 samples/sec Loss 0.1662 LearningRate 0.0022 Epoch: 17 Global Step: 284280 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:21:05,954-Speed 3331.08 samples/sec Loss 0.1586 LearningRate 0.0022 Epoch: 17 Global Step: 284290 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:09,065-Speed 3292.90 samples/sec Loss 0.1791 LearningRate 0.0022 Epoch: 17 Global Step: 284300 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:12,129-Speed 3342.52 samples/sec Loss 0.1669 LearningRate 0.0022 Epoch: 17 Global Step: 284310 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:15,237-Speed 3295.45 samples/sec Loss 0.1655 LearningRate 0.0022 Epoch: 17 Global Step: 284320 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:18,316-Speed 3326.52 samples/sec Loss 0.1626 LearningRate 0.0022 Epoch: 17 Global Step: 284330 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:22,983-Speed 2194.53 samples/sec Loss 0.1556 LearningRate 0.0022 Epoch: 17 Global Step: 284340 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:26,102-Speed 3284.18 samples/sec Loss 0.1749 LearningRate 0.0022 Epoch: 17 Global Step: 284350 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:29,321-Speed 3181.65 samples/sec Loss 0.1728 LearningRate 0.0022 Epoch: 17 Global Step: 284360 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:33,804-Speed 2284.45 samples/sec Loss 0.1638 LearningRate 0.0022 Epoch: 17 Global Step: 284370 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:36,931-Speed 3275.71 samples/sec Loss 0.1628 LearningRate 0.0022 Epoch: 17 Global Step: 284380 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:40,002-Speed 3335.23 samples/sec Loss 0.1509 LearningRate 0.0022 Epoch: 17 Global Step: 284390 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:21:43,059-Speed 3349.85 samples/sec Loss 0.1597 LearningRate 0.0022 Epoch: 17 Global Step: 284400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:46,138-Speed 3327.55 samples/sec Loss 0.1599 LearningRate 0.0022 Epoch: 17 Global Step: 284410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:49,218-Speed 3325.67 samples/sec Loss 0.1595 LearningRate 0.0022 Epoch: 17 Global Step: 284420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:52,313-Speed 3309.26 samples/sec Loss 0.1524 LearningRate 0.0022 Epoch: 17 Global Step: 284430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:55,477-Speed 3236.37 samples/sec Loss 0.1656 LearningRate 0.0022 Epoch: 17 Global Step: 284440 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:21:58,678-Speed 3199.74 samples/sec Loss 0.1848 LearningRate 0.0022 Epoch: 17 Global Step: 284450 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:01,765-Speed 3318.34 samples/sec Loss 0.1683 LearningRate 0.0022 Epoch: 17 Global Step: 284460 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:04,924-Speed 3241.83 samples/sec Loss 0.1644 LearningRate 0.0022 Epoch: 17 Global Step: 284470 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:08,068-Speed 3257.34 samples/sec Loss 0.1567 LearningRate 0.0022 Epoch: 17 Global Step: 284480 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:11,242-Speed 3226.74 samples/sec Loss 0.1531 LearningRate 0.0022 Epoch: 17 Global Step: 284490 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:14,357-Speed 3288.91 samples/sec Loss 0.1821 LearningRate 0.0022 Epoch: 17 Global Step: 284500 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:17,420-Speed 3343.86 samples/sec Loss 0.1655 LearningRate 0.0022 Epoch: 17 Global Step: 284510 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:20,488-Speed 3338.52 samples/sec Loss 0.1741 LearningRate 0.0022 Epoch: 17 Global Step: 284520 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:23,634-Speed 3255.34 samples/sec Loss 0.1731 LearningRate 0.0022 Epoch: 17 Global Step: 284530 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:26,725-Speed 3314.33 samples/sec Loss 0.1668 LearningRate 0.0022 Epoch: 17 Global Step: 284540 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:29,784-Speed 3348.11 samples/sec Loss 0.1655 LearningRate 0.0022 Epoch: 17 Global Step: 284550 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:22:32,871-Speed 3317.15 samples/sec Loss 0.1628 LearningRate 0.0022 Epoch: 17 Global Step: 284560 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:35,967-Speed 3307.97 samples/sec Loss 0.1607 LearningRate 0.0022 Epoch: 17 Global Step: 284570 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:39,044-Speed 3329.39 samples/sec Loss 0.1622 LearningRate 0.0022 Epoch: 17 Global Step: 284580 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:42,133-Speed 3316.42 samples/sec Loss 0.1685 LearningRate 0.0022 Epoch: 17 Global Step: 284590 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:45,205-Speed 3333.28 samples/sec Loss 0.1550 LearningRate 0.0022 Epoch: 17 Global Step: 284600 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:48,270-Speed 3341.53 samples/sec Loss 0.1680 LearningRate 0.0022 Epoch: 17 Global Step: 284610 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:51,346-Speed 3330.77 samples/sec Loss 0.1623 LearningRate 0.0022 Epoch: 17 Global Step: 284620 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:54,427-Speed 3323.97 samples/sec Loss 0.1673 LearningRate 0.0022 Epoch: 17 Global Step: 284630 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:22:57,613-Speed 3214.16 samples/sec Loss 0.1527 LearningRate 0.0022 Epoch: 17 Global Step: 284640 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:00,704-Speed 3313.77 samples/sec Loss 0.1591 LearningRate 0.0022 Epoch: 17 Global Step: 284650 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:03,768-Speed 3342.75 samples/sec Loss 0.1666 LearningRate 0.0022 Epoch: 17 Global Step: 284660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:06,905-Speed 3265.31 samples/sec Loss 0.1603 LearningRate 0.0022 Epoch: 17 Global Step: 284670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:10,008-Speed 3301.29 samples/sec Loss 0.1630 LearningRate 0.0022 Epoch: 17 Global Step: 284680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:13,081-Speed 3332.09 samples/sec Loss 0.1631 LearningRate 0.0022 Epoch: 17 Global Step: 284690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:16,293-Speed 3189.46 samples/sec Loss 0.1627 LearningRate 0.0022 Epoch: 17 Global Step: 284700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:19,398-Speed 3298.25 samples/sec Loss 0.1585 LearningRate 0.0022 Epoch: 17 Global Step: 284710 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:22,460-Speed 3344.58 samples/sec Loss 0.1597 LearningRate 0.0022 Epoch: 17 Global Step: 284720 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:25,522-Speed 3344.84 samples/sec Loss 0.1702 LearningRate 0.0022 Epoch: 17 Global Step: 284730 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:28,659-Speed 3265.71 samples/sec Loss 0.1523 LearningRate 0.0022 Epoch: 17 Global Step: 284740 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:23:31,785-Speed 3276.31 samples/sec Loss 0.1761 LearningRate 0.0022 Epoch: 17 Global Step: 284750 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:34,853-Speed 3338.15 samples/sec Loss 0.1561 LearningRate 0.0022 Epoch: 17 Global Step: 284760 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:37,925-Speed 3334.77 samples/sec Loss 0.1653 LearningRate 0.0022 Epoch: 17 Global Step: 284770 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:41,071-Speed 3255.20 samples/sec Loss 0.1702 LearningRate 0.0022 Epoch: 17 Global Step: 284780 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:44,231-Speed 3240.97 samples/sec Loss 0.1590 LearningRate 0.0022 Epoch: 17 Global Step: 284790 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:47,427-Speed 3204.89 samples/sec Loss 0.1540 LearningRate 0.0022 Epoch: 17 Global Step: 284800 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:50,501-Speed 3332.53 samples/sec Loss 0.1480 LearningRate 0.0022 Epoch: 17 Global Step: 284810 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:53,585-Speed 3321.04 samples/sec Loss 0.1635 LearningRate 0.0022 Epoch: 17 Global Step: 284820 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:56,726-Speed 3260.44 samples/sec Loss 0.1503 LearningRate 0.0022 Epoch: 17 Global Step: 284830 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:23:59,917-Speed 3210.30 samples/sec Loss 0.1727 LearningRate 0.0022 Epoch: 17 Global Step: 284840 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:24:03,069-Speed 3248.81 samples/sec Loss 0.1533 LearningRate 0.0022 Epoch: 17 Global Step: 284850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:06,180-Speed 3292.09 samples/sec Loss 0.1577 LearningRate 0.0022 Epoch: 17 Global Step: 284860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:09,316-Speed 3266.97 samples/sec Loss 0.1625 LearningRate 0.0022 Epoch: 17 Global Step: 284870 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:12,408-Speed 3311.82 samples/sec Loss 0.1572 LearningRate 0.0021 Epoch: 17 Global Step: 284880 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:15,523-Speed 3288.50 samples/sec Loss 0.1635 LearningRate 0.0021 Epoch: 17 Global Step: 284890 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:18,616-Speed 3311.67 samples/sec Loss 0.1441 LearningRate 0.0021 Epoch: 17 Global Step: 284900 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:21,759-Speed 3258.26 samples/sec Loss 0.1526 LearningRate 0.0021 Epoch: 17 Global Step: 284910 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:24,893-Speed 3267.81 samples/sec Loss 0.1651 LearningRate 0.0021 Epoch: 17 Global Step: 284920 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:27,965-Speed 3334.57 samples/sec Loss 0.1652 LearningRate 0.0021 Epoch: 17 Global Step: 284930 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:31,037-Speed 3333.75 samples/sec Loss 0.1579 LearningRate 0.0021 Epoch: 17 Global Step: 284940 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:34,108-Speed 3335.43 samples/sec Loss 0.1528 LearningRate 0.0021 Epoch: 17 Global Step: 284950 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:24:37,169-Speed 3346.04 samples/sec Loss 0.1757 LearningRate 0.0021 Epoch: 17 Global Step: 284960 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:40,329-Speed 3240.94 samples/sec Loss 0.1683 LearningRate 0.0021 Epoch: 17 Global Step: 284970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:43,392-Speed 3343.69 samples/sec Loss 0.1557 LearningRate 0.0021 Epoch: 17 Global Step: 284980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:46,496-Speed 3299.94 samples/sec Loss 0.1683 LearningRate 0.0021 Epoch: 17 Global Step: 284990 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:49,595-Speed 3305.27 samples/sec Loss 0.1839 LearningRate 0.0021 Epoch: 17 Global Step: 285000 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:52,672-Speed 3328.50 samples/sec Loss 0.1739 LearningRate 0.0021 Epoch: 17 Global Step: 285010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:55,737-Speed 3342.35 samples/sec Loss 0.1568 LearningRate 0.0021 Epoch: 17 Global Step: 285020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:24:58,802-Speed 3342.05 samples/sec Loss 0.1715 LearningRate 0.0021 Epoch: 17 Global Step: 285030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:01,854-Speed 3354.96 samples/sec Loss 0.1618 LearningRate 0.0021 Epoch: 17 Global Step: 285040 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:05,001-Speed 3255.48 samples/sec Loss 0.1679 LearningRate 0.0021 Epoch: 17 Global Step: 285050 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:08,150-Speed 3251.96 samples/sec Loss 0.1516 LearningRate 0.0021 Epoch: 17 Global Step: 285060 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:11,228-Speed 3327.85 samples/sec Loss 0.1597 LearningRate 0.0021 Epoch: 17 Global Step: 285070 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:14,346-Speed 3284.85 samples/sec Loss 0.1595 LearningRate 0.0021 Epoch: 17 Global Step: 285080 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:17,478-Speed 3269.67 samples/sec Loss 0.1686 LearningRate 0.0021 Epoch: 17 Global Step: 285090 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:20,587-Speed 3294.98 samples/sec Loss 0.1661 LearningRate 0.0021 Epoch: 17 Global Step: 285100 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:23,696-Speed 3294.89 samples/sec Loss 0.1612 LearningRate 0.0021 Epoch: 17 Global Step: 285110 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:26,868-Speed 3228.61 samples/sec Loss 0.1683 LearningRate 0.0021 Epoch: 17 Global Step: 285120 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:30,086-Speed 3183.27 samples/sec Loss 0.1759 LearningRate 0.0021 Epoch: 17 Global Step: 285130 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:25:33,339-Speed 3147.90 samples/sec Loss 0.1666 LearningRate 0.0021 Epoch: 17 Global Step: 285140 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:36,500-Speed 3240.34 samples/sec Loss 0.1586 LearningRate 0.0021 Epoch: 17 Global Step: 285150 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:39,560-Speed 3347.81 samples/sec Loss 0.1722 LearningRate 0.0021 Epoch: 17 Global Step: 285160 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:42,627-Speed 3339.19 samples/sec Loss 0.1708 LearningRate 0.0021 Epoch: 17 Global Step: 285170 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:45,765-Speed 3263.96 samples/sec Loss 0.1739 LearningRate 0.0021 Epoch: 17 Global Step: 285180 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:48,846-Speed 3324.58 samples/sec Loss 0.1710 LearningRate 0.0021 Epoch: 17 Global Step: 285190 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:52,018-Speed 3228.60 samples/sec Loss 0.1641 LearningRate 0.0021 Epoch: 17 Global Step: 285200 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:55,180-Speed 3239.97 samples/sec Loss 0.1660 LearningRate 0.0021 Epoch: 17 Global Step: 285210 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:25:58,239-Speed 3347.58 samples/sec Loss 0.1554 LearningRate 0.0021 Epoch: 17 Global Step: 285220 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:01,363-Speed 3278.78 samples/sec Loss 0.1554 LearningRate 0.0021 Epoch: 17 Global Step: 285230 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:04,464-Speed 3303.20 samples/sec Loss 0.1704 LearningRate 0.0021 Epoch: 17 Global Step: 285240 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:07,595-Speed 3270.97 samples/sec Loss 0.1629 LearningRate 0.0021 Epoch: 17 Global Step: 285250 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:10,684-Speed 3316.37 samples/sec Loss 0.1648 LearningRate 0.0021 Epoch: 17 Global Step: 285260 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:13,755-Speed 3335.03 samples/sec Loss 0.1726 LearningRate 0.0021 Epoch: 17 Global Step: 285270 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:16,891-Speed 3266.20 samples/sec Loss 0.1695 LearningRate 0.0021 Epoch: 17 Global Step: 285280 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:19,963-Speed 3333.78 samples/sec Loss 0.1805 LearningRate 0.0021 Epoch: 17 Global Step: 285290 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:23,074-Speed 3292.24 samples/sec Loss 0.1634 LearningRate 0.0021 Epoch: 17 Global Step: 285300 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:26,198-Speed 3278.66 samples/sec Loss 0.1613 LearningRate 0.0021 Epoch: 17 Global Step: 285310 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:29,318-Speed 3282.50 samples/sec Loss 0.1529 LearningRate 0.0021 Epoch: 17 Global Step: 285320 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:26:32,452-Speed 3267.73 samples/sec Loss 0.1703 LearningRate 0.0021 Epoch: 17 Global Step: 285330 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:35,556-Speed 3300.18 samples/sec Loss 0.1756 LearningRate 0.0021 Epoch: 17 Global Step: 285340 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:38,629-Speed 3334.15 samples/sec Loss 0.1642 LearningRate 0.0021 Epoch: 17 Global Step: 285350 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:41,717-Speed 3315.93 samples/sec Loss 0.1741 LearningRate 0.0021 Epoch: 17 Global Step: 285360 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:44,841-Speed 3278.73 samples/sec Loss 0.1613 LearningRate 0.0021 Epoch: 17 Global Step: 285370 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:47,942-Speed 3303.51 samples/sec Loss 0.1645 LearningRate 0.0021 Epoch: 17 Global Step: 285380 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:51,059-Speed 3285.59 samples/sec Loss 0.1688 LearningRate 0.0021 Epoch: 17 Global Step: 285390 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:54,297-Speed 3163.52 samples/sec Loss 0.1563 LearningRate 0.0021 Epoch: 17 Global Step: 285400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:26:57,511-Speed 3186.10 samples/sec Loss 0.1660 LearningRate 0.0021 Epoch: 17 Global Step: 285410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:00,629-Speed 3285.05 samples/sec Loss 0.1651 LearningRate 0.0021 Epoch: 17 Global Step: 285420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:03,696-Speed 3339.37 samples/sec Loss 0.1622 LearningRate 0.0021 Epoch: 17 Global Step: 285430 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:27:06,804-Speed 3296.00 samples/sec Loss 0.1568 LearningRate 0.0021 Epoch: 17 Global Step: 285440 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:09,978-Speed 3227.28 samples/sec Loss 0.1610 LearningRate 0.0021 Epoch: 17 Global Step: 285450 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:13,093-Speed 3287.80 samples/sec Loss 0.1582 LearningRate 0.0021 Epoch: 17 Global Step: 285460 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:16,176-Speed 3322.45 samples/sec Loss 0.1559 LearningRate 0.0021 Epoch: 17 Global Step: 285470 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:19,252-Speed 3329.71 samples/sec Loss 0.1716 LearningRate 0.0021 Epoch: 17 Global Step: 285480 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:22,321-Speed 3337.33 samples/sec Loss 0.1785 LearningRate 0.0021 Epoch: 17 Global Step: 285490 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:25,395-Speed 3331.25 samples/sec Loss 0.1648 LearningRate 0.0021 Epoch: 17 Global Step: 285500 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:28,525-Speed 3272.18 samples/sec Loss 0.1680 LearningRate 0.0021 Epoch: 17 Global Step: 285510 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:31,662-Speed 3266.00 samples/sec Loss 0.1633 LearningRate 0.0021 Epoch: 17 Global Step: 285520 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:34,740-Speed 3327.67 samples/sec Loss 0.1692 LearningRate 0.0021 Epoch: 17 Global Step: 285530 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:37,811-Speed 3334.88 samples/sec Loss 0.1664 LearningRate 0.0021 Epoch: 17 Global Step: 285540 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:27:40,879-Speed 3338.91 samples/sec Loss 0.1698 LearningRate 0.0021 Epoch: 17 Global Step: 285550 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:43,951-Speed 3333.69 samples/sec Loss 0.1669 LearningRate 0.0021 Epoch: 17 Global Step: 285560 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:47,040-Speed 3315.51 samples/sec Loss 0.1715 LearningRate 0.0021 Epoch: 17 Global Step: 285570 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:50,302-Speed 3139.43 samples/sec Loss 0.1681 LearningRate 0.0021 Epoch: 17 Global Step: 285580 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:53,393-Speed 3313.50 samples/sec Loss 0.1690 LearningRate 0.0021 Epoch: 17 Global Step: 285590 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:56,585-Speed 3209.46 samples/sec Loss 0.1584 LearningRate 0.0021 Epoch: 17 Global Step: 285600 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:27:59,698-Speed 3289.98 samples/sec Loss 0.1562 LearningRate 0.0021 Epoch: 17 Global Step: 285610 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:02,838-Speed 3262.06 samples/sec Loss 0.1582 LearningRate 0.0021 Epoch: 17 Global Step: 285620 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:05,921-Speed 3322.04 samples/sec Loss 0.1523 LearningRate 0.0021 Epoch: 17 Global Step: 285630 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:09,006-Speed 3320.62 samples/sec Loss 0.1654 LearningRate 0.0021 Epoch: 17 Global Step: 285640 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:12,086-Speed 3324.80 samples/sec Loss 0.1641 LearningRate 0.0021 Epoch: 17 Global Step: 285650 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:15,310-Speed 3176.73 samples/sec Loss 0.1623 LearningRate 0.0021 Epoch: 17 Global Step: 285660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:18,514-Speed 3196.53 samples/sec Loss 0.1553 LearningRate 0.0021 Epoch: 17 Global Step: 285670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:21,707-Speed 3208.13 samples/sec Loss 0.1595 LearningRate 0.0021 Epoch: 17 Global Step: 285680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:24,852-Speed 3256.49 samples/sec Loss 0.1602 LearningRate 0.0021 Epoch: 17 Global Step: 285690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:27,921-Speed 3338.71 samples/sec Loss 0.1573 LearningRate 0.0021 Epoch: 17 Global Step: 285700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:28:30,996-Speed 3330.46 samples/sec Loss 0.1590 LearningRate 0.0021 Epoch: 17 Global Step: 285710 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:34,156-Speed 3241.29 samples/sec Loss 0.1679 LearningRate 0.0021 Epoch: 17 Global Step: 285720 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:37,286-Speed 3272.25 samples/sec Loss 0.1716 LearningRate 0.0021 Epoch: 17 Global Step: 285730 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:40,362-Speed 3329.07 samples/sec Loss 0.1649 LearningRate 0.0021 Epoch: 17 Global Step: 285740 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:43,468-Speed 3297.60 samples/sec Loss 0.1542 LearningRate 0.0021 Epoch: 17 Global Step: 285750 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:46,587-Speed 3284.20 samples/sec Loss 0.1673 LearningRate 0.0021 Epoch: 17 Global Step: 285760 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:49,747-Speed 3240.78 samples/sec Loss 0.1668 LearningRate 0.0021 Epoch: 17 Global Step: 285770 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:52,834-Speed 3318.39 samples/sec Loss 0.1654 LearningRate 0.0021 Epoch: 17 Global Step: 285780 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:55,938-Speed 3300.31 samples/sec Loss 0.1520 LearningRate 0.0021 Epoch: 17 Global Step: 285790 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:28:59,039-Speed 3302.97 samples/sec Loss 0.1709 LearningRate 0.0021 Epoch: 17 Global Step: 285800 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:02,188-Speed 3251.81 samples/sec Loss 0.1680 LearningRate 0.0021 Epoch: 17 Global Step: 285810 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:05,376-Speed 3213.61 samples/sec Loss 0.1578 LearningRate 0.0021 Epoch: 17 Global Step: 285820 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:08,446-Speed 3335.50 samples/sec Loss 0.1476 LearningRate 0.0021 Epoch: 17 Global Step: 285830 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:11,537-Speed 3313.40 samples/sec Loss 0.1610 LearningRate 0.0021 Epoch: 17 Global Step: 285840 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:14,631-Speed 3310.81 samples/sec Loss 0.1764 LearningRate 0.0021 Epoch: 17 Global Step: 285850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:17,711-Speed 3325.85 samples/sec Loss 0.1792 LearningRate 0.0021 Epoch: 17 Global Step: 285860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:20,881-Speed 3230.48 samples/sec Loss 0.1803 LearningRate 0.0021 Epoch: 17 Global Step: 285870 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:23,972-Speed 3314.35 samples/sec Loss 0.1856 LearningRate 0.0021 Epoch: 17 Global Step: 285880 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:27,113-Speed 3260.07 samples/sec Loss 0.1560 LearningRate 0.0021 Epoch: 17 Global Step: 285890 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:30,337-Speed 3177.35 samples/sec Loss 0.1621 LearningRate 0.0021 Epoch: 17 Global Step: 285900 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:33,409-Speed 3333.69 samples/sec Loss 0.1681 LearningRate 0.0021 Epoch: 17 Global Step: 285910 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:36,489-Speed 3325.82 samples/sec Loss 0.1465 LearningRate 0.0021 Epoch: 17 Global Step: 285920 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:39,576-Speed 3317.27 samples/sec Loss 0.1680 LearningRate 0.0021 Epoch: 17 Global Step: 285930 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:42,655-Speed 3327.30 samples/sec Loss 0.1685 LearningRate 0.0021 Epoch: 17 Global Step: 285940 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:45,735-Speed 3324.28 samples/sec Loss 0.1639 LearningRate 0.0021 Epoch: 17 Global Step: 285950 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:48,813-Speed 3328.70 samples/sec Loss 0.1584 LearningRate 0.0021 Epoch: 17 Global Step: 285960 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:29:51,896-Speed 3321.85 samples/sec Loss 0.1595 LearningRate 0.0021 Epoch: 17 Global Step: 285970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:54,964-Speed 3338.60 samples/sec Loss 0.1510 LearningRate 0.0021 Epoch: 17 Global Step: 285980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:29:58,058-Speed 3311.02 samples/sec Loss 0.1679 LearningRate 0.0021 Epoch: 17 Global Step: 285990 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:30:01,137-Speed 3326.57 samples/sec Loss 0.1633 LearningRate 0.0021 Epoch: 17 Global Step: 286000 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:30:45,065-[lfw][286000]XNorm: 20.160438 Training: 2022-04-12 05:30:45,066-[lfw][286000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 05:30:45,066-[lfw][286000]Accuracy-Highest: 0.99817 Training: 2022-04-12 05:31:36,207-[cfp_fp][286000]XNorm: 22.307507 Training: 2022-04-12 05:31:36,207-[cfp_fp][286000]Accuracy-Flip: 0.99171+-0.00403 Training: 2022-04-12 05:31:36,208-[cfp_fp][286000]Accuracy-Highest: 0.99186 Training: 2022-04-12 05:32:19,958-[agedb_30][286000]XNorm: 22.450874 Training: 2022-04-12 05:32:19,959-[agedb_30][286000]Accuracy-Flip: 0.98450+-0.00707 Training: 2022-04-12 05:32:19,959-[agedb_30][286000]Accuracy-Highest: 0.98650 Training: 2022-04-12 05:32:23,083-Speed 72.14 samples/sec Loss 0.1821 LearningRate 0.0021 Epoch: 17 Global Step: 286010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:26,136-Speed 3354.86 samples/sec Loss 0.1677 LearningRate 0.0021 Epoch: 17 Global Step: 286020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:29,206-Speed 3336.12 samples/sec Loss 0.1700 LearningRate 0.0020 Epoch: 17 Global Step: 286030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:32,364-Speed 3243.74 samples/sec Loss 0.1645 LearningRate 0.0020 Epoch: 17 Global Step: 286040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:35,431-Speed 3338.99 samples/sec Loss 0.1707 LearningRate 0.0020 Epoch: 17 Global Step: 286050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:38,491-Speed 3347.25 samples/sec Loss 0.1649 LearningRate 0.0020 Epoch: 17 Global Step: 286060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:41,546-Speed 3352.78 samples/sec Loss 0.1681 LearningRate 0.0020 Epoch: 17 Global Step: 286070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:44,635-Speed 3315.38 samples/sec Loss 0.1632 LearningRate 0.0020 Epoch: 17 Global Step: 286080 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:47,703-Speed 3338.76 samples/sec Loss 0.1646 LearningRate 0.0020 Epoch: 17 Global Step: 286090 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:50,857-Speed 3247.41 samples/sec Loss 0.1707 LearningRate 0.0020 Epoch: 17 Global Step: 286100 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:53,935-Speed 3327.51 samples/sec Loss 0.1784 LearningRate 0.0020 Epoch: 17 Global Step: 286110 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:32:57,023-Speed 3316.83 samples/sec Loss 0.1612 LearningRate 0.0020 Epoch: 17 Global Step: 286120 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:00,110-Speed 3318.18 samples/sec Loss 0.1598 LearningRate 0.0020 Epoch: 17 Global Step: 286130 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:03,211-Speed 3302.91 samples/sec Loss 0.1563 LearningRate 0.0020 Epoch: 17 Global Step: 286140 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:06,326-Speed 3287.63 samples/sec Loss 0.1634 LearningRate 0.0020 Epoch: 17 Global Step: 286150 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:09,412-Speed 3318.98 samples/sec Loss 0.1552 LearningRate 0.0020 Epoch: 17 Global Step: 286160 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:12,505-Speed 3311.51 samples/sec Loss 0.1775 LearningRate 0.0020 Epoch: 17 Global Step: 286170 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:33:15,579-Speed 3332.50 samples/sec Loss 0.1631 LearningRate 0.0020 Epoch: 17 Global Step: 286180 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:18,776-Speed 3203.32 samples/sec Loss 0.1607 LearningRate 0.0020 Epoch: 17 Global Step: 286190 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:21,876-Speed 3303.72 samples/sec Loss 0.1400 LearningRate 0.0020 Epoch: 17 Global Step: 286200 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:25,157-Speed 3121.82 samples/sec Loss 0.1607 LearningRate 0.0020 Epoch: 17 Global Step: 286210 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:28,248-Speed 3313.24 samples/sec Loss 0.1770 LearningRate 0.0020 Epoch: 17 Global Step: 286220 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:31,328-Speed 3325.90 samples/sec Loss 0.1640 LearningRate 0.0020 Epoch: 17 Global Step: 286230 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:34,445-Speed 3286.20 samples/sec Loss 0.1814 LearningRate 0.0020 Epoch: 17 Global Step: 286240 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:37,600-Speed 3246.20 samples/sec Loss 0.1563 LearningRate 0.0020 Epoch: 17 Global Step: 286250 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:40,667-Speed 3340.07 samples/sec Loss 0.1707 LearningRate 0.0020 Epoch: 17 Global Step: 286260 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:43,743-Speed 3329.00 samples/sec Loss 0.1728 LearningRate 0.0020 Epoch: 17 Global Step: 286270 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:46,814-Speed 3335.40 samples/sec Loss 0.1663 LearningRate 0.0020 Epoch: 17 Global Step: 286280 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:33:49,892-Speed 3328.11 samples/sec Loss 0.1547 LearningRate 0.0020 Epoch: 17 Global Step: 286290 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:53,010-Speed 3284.64 samples/sec Loss 0.1561 LearningRate 0.0020 Epoch: 17 Global Step: 286300 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:56,082-Speed 3333.70 samples/sec Loss 0.1549 LearningRate 0.0020 Epoch: 17 Global Step: 286310 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:33:59,178-Speed 3308.36 samples/sec Loss 0.1588 LearningRate 0.0020 Epoch: 17 Global Step: 286320 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:02,389-Speed 3190.02 samples/sec Loss 0.1732 LearningRate 0.0020 Epoch: 17 Global Step: 286330 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:05,531-Speed 3259.95 samples/sec Loss 0.1672 LearningRate 0.0020 Epoch: 17 Global Step: 286340 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:08,641-Speed 3293.03 samples/sec Loss 0.1765 LearningRate 0.0020 Epoch: 17 Global Step: 286350 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:11,756-Speed 3288.45 samples/sec Loss 0.1706 LearningRate 0.0020 Epoch: 17 Global Step: 286360 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:14,869-Speed 3290.31 samples/sec Loss 0.1699 LearningRate 0.0020 Epoch: 17 Global Step: 286370 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:17,942-Speed 3333.09 samples/sec Loss 0.1571 LearningRate 0.0020 Epoch: 17 Global Step: 286380 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:21,008-Speed 3340.14 samples/sec Loss 0.1755 LearningRate 0.0020 Epoch: 17 Global Step: 286390 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:34:24,063-Speed 3352.61 samples/sec Loss 0.1649 LearningRate 0.0020 Epoch: 17 Global Step: 286400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:27,126-Speed 3344.61 samples/sec Loss 0.1711 LearningRate 0.0020 Epoch: 17 Global Step: 286410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:30,219-Speed 3311.24 samples/sec Loss 0.1604 LearningRate 0.0020 Epoch: 17 Global Step: 286420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:33,306-Speed 3318.12 samples/sec Loss 0.1835 LearningRate 0.0020 Epoch: 17 Global Step: 286430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:36,439-Speed 3269.44 samples/sec Loss 0.1559 LearningRate 0.0020 Epoch: 17 Global Step: 286440 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:39,574-Speed 3266.39 samples/sec Loss 0.1686 LearningRate 0.0020 Epoch: 17 Global Step: 286450 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:42,645-Speed 3335.28 samples/sec Loss 0.1697 LearningRate 0.0020 Epoch: 17 Global Step: 286460 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:45,724-Speed 3327.27 samples/sec Loss 0.1680 LearningRate 0.0020 Epoch: 17 Global Step: 286470 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:48,811-Speed 3317.74 samples/sec Loss 0.1663 LearningRate 0.0020 Epoch: 17 Global Step: 286480 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:51,876-Speed 3341.39 samples/sec Loss 0.1645 LearningRate 0.0020 Epoch: 17 Global Step: 286490 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:34:54,946-Speed 3336.95 samples/sec Loss 0.1697 LearningRate 0.0020 Epoch: 17 Global Step: 286500 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:34:58,050-Speed 3298.89 samples/sec Loss 0.1600 LearningRate 0.0020 Epoch: 17 Global Step: 286510 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:01,120-Speed 3336.23 samples/sec Loss 0.1720 LearningRate 0.0020 Epoch: 17 Global Step: 286520 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:04,196-Speed 3330.83 samples/sec Loss 0.1637 LearningRate 0.0020 Epoch: 17 Global Step: 286530 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:07,316-Speed 3282.38 samples/sec Loss 0.1706 LearningRate 0.0020 Epoch: 17 Global Step: 286540 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:10,385-Speed 3336.80 samples/sec Loss 0.1691 LearningRate 0.0020 Epoch: 17 Global Step: 286550 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:13,468-Speed 3321.76 samples/sec Loss 0.1668 LearningRate 0.0020 Epoch: 17 Global Step: 286560 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:16,624-Speed 3246.30 samples/sec Loss 0.1614 LearningRate 0.0020 Epoch: 17 Global Step: 286570 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:19,717-Speed 3311.44 samples/sec Loss 0.1520 LearningRate 0.0020 Epoch: 17 Global Step: 286580 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:22,782-Speed 3341.94 samples/sec Loss 0.1718 LearningRate 0.0020 Epoch: 17 Global Step: 286590 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:25,975-Speed 3207.52 samples/sec Loss 0.1749 LearningRate 0.0020 Epoch: 17 Global Step: 286600 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:29,071-Speed 3307.85 samples/sec Loss 0.1626 LearningRate 0.0020 Epoch: 17 Global Step: 286610 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:32,146-Speed 3331.77 samples/sec Loss 0.1605 LearningRate 0.0020 Epoch: 17 Global Step: 286620 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:35,269-Speed 3278.89 samples/sec Loss 0.1677 LearningRate 0.0020 Epoch: 17 Global Step: 286630 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:38,351-Speed 3323.69 samples/sec Loss 0.1603 LearningRate 0.0020 Epoch: 17 Global Step: 286640 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:41,479-Speed 3274.09 samples/sec Loss 0.1902 LearningRate 0.0020 Epoch: 17 Global Step: 286650 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:44,560-Speed 3324.82 samples/sec Loss 0.1710 LearningRate 0.0020 Epoch: 17 Global Step: 286660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:47,652-Speed 3312.58 samples/sec Loss 0.1607 LearningRate 0.0020 Epoch: 17 Global Step: 286670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:50,725-Speed 3332.84 samples/sec Loss 0.1586 LearningRate 0.0020 Epoch: 17 Global Step: 286680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:53,812-Speed 3318.05 samples/sec Loss 0.1510 LearningRate 0.0020 Epoch: 17 Global Step: 286690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:35:56,966-Speed 3247.17 samples/sec Loss 0.1752 LearningRate 0.0020 Epoch: 17 Global Step: 286700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:00,191-Speed 3176.20 samples/sec Loss 0.1738 LearningRate 0.0020 Epoch: 17 Global Step: 286710 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:03,337-Speed 3256.12 samples/sec Loss 0.1500 LearningRate 0.0020 Epoch: 17 Global Step: 286720 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:06,397-Speed 3346.30 samples/sec Loss 0.1661 LearningRate 0.0020 Epoch: 17 Global Step: 286730 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:09,488-Speed 3314.32 samples/sec Loss 0.1730 LearningRate 0.0020 Epoch: 17 Global Step: 286740 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:12,577-Speed 3315.23 samples/sec Loss 0.1649 LearningRate 0.0020 Epoch: 17 Global Step: 286750 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:15,654-Speed 3328.90 samples/sec Loss 0.1832 LearningRate 0.0020 Epoch: 17 Global Step: 286760 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:18,740-Speed 3319.30 samples/sec Loss 0.1633 LearningRate 0.0020 Epoch: 17 Global Step: 286770 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:21,845-Speed 3298.56 samples/sec Loss 0.1568 LearningRate 0.0020 Epoch: 17 Global Step: 286780 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:24,950-Speed 3298.75 samples/sec Loss 0.1807 LearningRate 0.0020 Epoch: 17 Global Step: 286790 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:28,016-Speed 3339.94 samples/sec Loss 0.1776 LearningRate 0.0020 Epoch: 17 Global Step: 286800 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:31,089-Speed 3332.79 samples/sec Loss 0.1661 LearningRate 0.0020 Epoch: 17 Global Step: 286810 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:34,169-Speed 3325.72 samples/sec Loss 0.1725 LearningRate 0.0020 Epoch: 17 Global Step: 286820 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:37,256-Speed 3318.53 samples/sec Loss 0.1676 LearningRate 0.0020 Epoch: 17 Global Step: 286830 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:40,338-Speed 3325.20 samples/sec Loss 0.1694 LearningRate 0.0020 Epoch: 17 Global Step: 286840 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:43,415-Speed 3328.87 samples/sec Loss 0.1650 LearningRate 0.0020 Epoch: 17 Global Step: 286850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:46,504-Speed 3315.53 samples/sec Loss 0.1593 LearningRate 0.0020 Epoch: 17 Global Step: 286860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:49,589-Speed 3320.09 samples/sec Loss 0.1644 LearningRate 0.0020 Epoch: 17 Global Step: 286870 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:36:52,659-Speed 3335.49 samples/sec Loss 0.1694 LearningRate 0.0020 Epoch: 17 Global Step: 286880 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:55,747-Speed 3317.50 samples/sec Loss 0.1615 LearningRate 0.0020 Epoch: 17 Global Step: 286890 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:36:58,834-Speed 3317.59 samples/sec Loss 0.1508 LearningRate 0.0020 Epoch: 17 Global Step: 286900 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:01,920-Speed 3318.45 samples/sec Loss 0.1684 LearningRate 0.0020 Epoch: 17 Global Step: 286910 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:05,073-Speed 3248.61 samples/sec Loss 0.1641 LearningRate 0.0020 Epoch: 17 Global Step: 286920 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:08,220-Speed 3254.81 samples/sec Loss 0.1661 LearningRate 0.0020 Epoch: 17 Global Step: 286930 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:11,331-Speed 3292.55 samples/sec Loss 0.1526 LearningRate 0.0020 Epoch: 17 Global Step: 286940 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:14,408-Speed 3329.49 samples/sec Loss 0.1578 LearningRate 0.0020 Epoch: 17 Global Step: 286950 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:17,489-Speed 3324.12 samples/sec Loss 0.1758 LearningRate 0.0020 Epoch: 17 Global Step: 286960 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:20,569-Speed 3325.41 samples/sec Loss 0.1728 LearningRate 0.0020 Epoch: 17 Global Step: 286970 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:37:23,662-Speed 3310.50 samples/sec Loss 0.1650 LearningRate 0.0020 Epoch: 17 Global Step: 286980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:26,742-Speed 3326.28 samples/sec Loss 0.1667 LearningRate 0.0020 Epoch: 17 Global Step: 286990 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:29,866-Speed 3278.81 samples/sec Loss 0.1643 LearningRate 0.0020 Epoch: 17 Global Step: 287000 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:32,973-Speed 3296.01 samples/sec Loss 0.1684 LearningRate 0.0020 Epoch: 17 Global Step: 287010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:36,064-Speed 3313.31 samples/sec Loss 0.1658 LearningRate 0.0020 Epoch: 17 Global Step: 287020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:39,140-Speed 3330.44 samples/sec Loss 0.1506 LearningRate 0.0020 Epoch: 17 Global Step: 287030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:42,216-Speed 3329.17 samples/sec Loss 0.1677 LearningRate 0.0020 Epoch: 17 Global Step: 287040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:45,286-Speed 3336.54 samples/sec Loss 0.1538 LearningRate 0.0020 Epoch: 17 Global Step: 287050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:48,474-Speed 3212.61 samples/sec Loss 0.1679 LearningRate 0.0020 Epoch: 17 Global Step: 287060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:51,645-Speed 3229.83 samples/sec Loss 0.1814 LearningRate 0.0020 Epoch: 17 Global Step: 287070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:54,713-Speed 3337.98 samples/sec Loss 0.1675 LearningRate 0.0020 Epoch: 17 Global Step: 287080 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:37:57,879-Speed 3235.63 samples/sec Loss 0.1595 LearningRate 0.0020 Epoch: 17 Global Step: 287090 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:38:00,951-Speed 3334.69 samples/sec Loss 0.1807 LearningRate 0.0020 Epoch: 17 Global Step: 287100 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:38:04,052-Speed 3302.74 samples/sec Loss 0.1486 LearningRate 0.0020 Epoch: 17 Global Step: 287110 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:38:07,129-Speed 3329.14 samples/sec Loss 0.1669 LearningRate 0.0020 Epoch: 17 Global Step: 287120 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:38:10,223-Speed 3309.59 samples/sec Loss 0.1675 LearningRate 0.0020 Epoch: 17 Global Step: 287130 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:13,299-Speed 3330.45 samples/sec Loss 0.1704 LearningRate 0.0020 Epoch: 17 Global Step: 287140 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:16,376-Speed 3328.76 samples/sec Loss 0.1642 LearningRate 0.0020 Epoch: 17 Global Step: 287150 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:19,487-Speed 3291.46 samples/sec Loss 0.1572 LearningRate 0.0020 Epoch: 17 Global Step: 287160 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:22,587-Speed 3303.63 samples/sec Loss 0.1762 LearningRate 0.0020 Epoch: 17 Global Step: 287170 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:25,681-Speed 3311.11 samples/sec Loss 0.1681 LearningRate 0.0020 Epoch: 17 Global Step: 287180 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:28,751-Speed 3336.46 samples/sec Loss 0.1690 LearningRate 0.0020 Epoch: 17 Global Step: 287190 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:31,828-Speed 3328.44 samples/sec Loss 0.1854 LearningRate 0.0020 Epoch: 17 Global Step: 287200 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:34,899-Speed 3335.57 samples/sec Loss 0.1930 LearningRate 0.0019 Epoch: 17 Global Step: 287210 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:37,992-Speed 3310.92 samples/sec Loss 0.1532 LearningRate 0.0019 Epoch: 17 Global Step: 287220 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:41,060-Speed 3338.33 samples/sec Loss 0.1729 LearningRate 0.0019 Epoch: 17 Global Step: 287230 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:38:44,116-Speed 3351.50 samples/sec Loss 0.1607 LearningRate 0.0019 Epoch: 17 Global Step: 287240 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:47,190-Speed 3332.55 samples/sec Loss 0.1682 LearningRate 0.0019 Epoch: 17 Global Step: 287250 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:50,272-Speed 3322.94 samples/sec Loss 0.1791 LearningRate 0.0019 Epoch: 17 Global Step: 287260 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:53,355-Speed 3322.58 samples/sec Loss 0.1734 LearningRate 0.0019 Epoch: 17 Global Step: 287270 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:56,449-Speed 3310.25 samples/sec Loss 0.1760 LearningRate 0.0019 Epoch: 17 Global Step: 287280 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:38:59,590-Speed 3260.92 samples/sec Loss 0.1684 LearningRate 0.0019 Epoch: 17 Global Step: 287290 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:39:02,752-Speed 3238.78 samples/sec Loss 0.1747 LearningRate 0.0019 Epoch: 17 Global Step: 287300 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:39:05,829-Speed 3328.77 samples/sec Loss 0.1601 LearningRate 0.0019 Epoch: 17 Global Step: 287310 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:39:08,921-Speed 3312.79 samples/sec Loss 0.1751 LearningRate 0.0019 Epoch: 17 Global Step: 287320 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:39:12,107-Speed 3215.14 samples/sec Loss 0.1521 LearningRate 0.0019 Epoch: 17 Global Step: 287330 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:39:15,196-Speed 3315.58 samples/sec Loss 0.1674 LearningRate 0.0019 Epoch: 17 Global Step: 287340 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:18,275-Speed 3326.79 samples/sec Loss 0.1601 LearningRate 0.0019 Epoch: 17 Global Step: 287350 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:21,356-Speed 3324.06 samples/sec Loss 0.1600 LearningRate 0.0019 Epoch: 17 Global Step: 287360 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:24,423-Speed 3340.02 samples/sec Loss 0.1660 LearningRate 0.0019 Epoch: 17 Global Step: 287370 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:27,494-Speed 3334.93 samples/sec Loss 0.1683 LearningRate 0.0019 Epoch: 17 Global Step: 287380 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:30,566-Speed 3333.91 samples/sec Loss 0.1591 LearningRate 0.0019 Epoch: 17 Global Step: 287390 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:33,649-Speed 3322.62 samples/sec Loss 0.1800 LearningRate 0.0019 Epoch: 17 Global Step: 287400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:36,719-Speed 3336.03 samples/sec Loss 0.1636 LearningRate 0.0019 Epoch: 17 Global Step: 287410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:39,806-Speed 3317.63 samples/sec Loss 0.1793 LearningRate 0.0019 Epoch: 17 Global Step: 287420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:42,944-Speed 3264.21 samples/sec Loss 0.1810 LearningRate 0.0019 Epoch: 17 Global Step: 287430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:46,026-Speed 3323.38 samples/sec Loss 0.1615 LearningRate 0.0019 Epoch: 17 Global Step: 287440 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:39:49,089-Speed 3343.63 samples/sec Loss 0.1556 LearningRate 0.0019 Epoch: 17 Global Step: 287450 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:39:52,207-Speed 3285.48 samples/sec Loss 0.1521 LearningRate 0.0019 Epoch: 17 Global Step: 287460 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:55,324-Speed 3285.52 samples/sec Loss 0.1495 LearningRate 0.0019 Epoch: 17 Global Step: 287470 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:39:58,445-Speed 3282.21 samples/sec Loss 0.1752 LearningRate 0.0019 Epoch: 17 Global Step: 287480 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:01,629-Speed 3216.28 samples/sec Loss 0.1715 LearningRate 0.0019 Epoch: 17 Global Step: 287490 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:04,714-Speed 3319.45 samples/sec Loss 0.1778 LearningRate 0.0019 Epoch: 17 Global Step: 287500 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:07,791-Speed 3328.87 samples/sec Loss 0.1700 LearningRate 0.0019 Epoch: 17 Global Step: 287510 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:10,888-Speed 3307.53 samples/sec Loss 0.1669 LearningRate 0.0019 Epoch: 17 Global Step: 287520 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:13,969-Speed 3325.14 samples/sec Loss 0.1594 LearningRate 0.0019 Epoch: 17 Global Step: 287530 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:17,043-Speed 3331.92 samples/sec Loss 0.1741 LearningRate 0.0019 Epoch: 17 Global Step: 287540 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:20,110-Speed 3339.54 samples/sec Loss 0.1582 LearningRate 0.0019 Epoch: 17 Global Step: 287550 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:23,175-Speed 3341.18 samples/sec Loss 0.1561 LearningRate 0.0019 Epoch: 17 Global Step: 287560 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:26,355-Speed 3221.34 samples/sec Loss 0.1717 LearningRate 0.0019 Epoch: 17 Global Step: 287570 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:29,555-Speed 3200.30 samples/sec Loss 0.1511 LearningRate 0.0019 Epoch: 17 Global Step: 287580 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:32,644-Speed 3315.35 samples/sec Loss 0.1563 LearningRate 0.0019 Epoch: 17 Global Step: 287590 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:35,735-Speed 3313.99 samples/sec Loss 0.1607 LearningRate 0.0019 Epoch: 17 Global Step: 287600 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:38,824-Speed 3315.32 samples/sec Loss 0.1583 LearningRate 0.0019 Epoch: 17 Global Step: 287610 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:41,921-Speed 3307.40 samples/sec Loss 0.1640 LearningRate 0.0019 Epoch: 17 Global Step: 287620 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:45,061-Speed 3262.26 samples/sec Loss 0.1608 LearningRate 0.0019 Epoch: 17 Global Step: 287630 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:48,198-Speed 3265.04 samples/sec Loss 0.1671 LearningRate 0.0019 Epoch: 17 Global Step: 287640 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:51,291-Speed 3310.86 samples/sec Loss 0.1675 LearningRate 0.0019 Epoch: 17 Global Step: 287650 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:40:54,479-Speed 3213.00 samples/sec Loss 0.1743 LearningRate 0.0019 Epoch: 17 Global Step: 287660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:40:57,586-Speed 3297.43 samples/sec Loss 0.1748 LearningRate 0.0019 Epoch: 17 Global Step: 287670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:00,666-Speed 3324.32 samples/sec Loss 0.1684 LearningRate 0.0019 Epoch: 17 Global Step: 287680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:03,784-Speed 3285.13 samples/sec Loss 0.1536 LearningRate 0.0019 Epoch: 17 Global Step: 287690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:06,859-Speed 3330.80 samples/sec Loss 0.1696 LearningRate 0.0019 Epoch: 17 Global Step: 287700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:09,959-Speed 3304.19 samples/sec Loss 0.1761 LearningRate 0.0019 Epoch: 17 Global Step: 287710 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:13,037-Speed 3328.17 samples/sec Loss 0.1671 LearningRate 0.0019 Epoch: 17 Global Step: 287720 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:16,111-Speed 3331.30 samples/sec Loss 0.1734 LearningRate 0.0019 Epoch: 17 Global Step: 287730 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:19,190-Speed 3326.80 samples/sec Loss 0.1533 LearningRate 0.0019 Epoch: 17 Global Step: 287740 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:22,285-Speed 3309.34 samples/sec Loss 0.1559 LearningRate 0.0019 Epoch: 17 Global Step: 287750 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:25,370-Speed 3319.77 samples/sec Loss 0.1689 LearningRate 0.0019 Epoch: 17 Global Step: 287760 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:41:28,440-Speed 3336.91 samples/sec Loss 0.1773 LearningRate 0.0019 Epoch: 17 Global Step: 287770 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:41:31,503-Speed 3343.73 samples/sec Loss 0.1634 LearningRate 0.0019 Epoch: 17 Global Step: 287780 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:41:34,566-Speed 3343.65 samples/sec Loss 0.1719 LearningRate 0.0019 Epoch: 17 Global Step: 287790 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:37,752-Speed 3214.64 samples/sec Loss 0.1692 LearningRate 0.0019 Epoch: 17 Global Step: 287800 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:40,830-Speed 3328.18 samples/sec Loss 0.1697 LearningRate 0.0019 Epoch: 17 Global Step: 287810 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:43,913-Speed 3321.54 samples/sec Loss 0.1772 LearningRate 0.0019 Epoch: 17 Global Step: 287820 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:47,049-Speed 3266.19 samples/sec Loss 0.1610 LearningRate 0.0019 Epoch: 17 Global Step: 287830 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:41:50,249-Speed 3200.90 samples/sec Loss 0.1825 LearningRate 0.0019 Epoch: 17 Global Step: 287840 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:41:53,400-Speed 3251.12 samples/sec Loss 0.1734 LearningRate 0.0019 Epoch: 17 Global Step: 287850 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:41:56,466-Speed 3340.23 samples/sec Loss 0.1734 LearningRate 0.0019 Epoch: 17 Global Step: 287860 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:41:59,553-Speed 3317.32 samples/sec Loss 0.1760 LearningRate 0.0019 Epoch: 17 Global Step: 287870 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:42:02,637-Speed 3321.14 samples/sec Loss 0.1596 LearningRate 0.0019 Epoch: 17 Global Step: 287880 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:42:05,731-Speed 3310.45 samples/sec Loss 0.1577 LearningRate 0.0019 Epoch: 17 Global Step: 287890 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:42:08,928-Speed 3204.11 samples/sec Loss 0.1664 LearningRate 0.0019 Epoch: 17 Global Step: 287900 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:42:12,000-Speed 3333.66 samples/sec Loss 0.1680 LearningRate 0.0019 Epoch: 17 Global Step: 287910 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:42:15,100-Speed 3303.67 samples/sec Loss 0.1626 LearningRate 0.0019 Epoch: 17 Global Step: 287920 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:42:18,174-Speed 3332.38 samples/sec Loss 0.1776 LearningRate 0.0019 Epoch: 17 Global Step: 287930 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:42:21,246-Speed 3334.39 samples/sec Loss 0.1594 LearningRate 0.0019 Epoch: 17 Global Step: 287940 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:42:24,331-Speed 3320.12 samples/sec Loss 0.1626 LearningRate 0.0019 Epoch: 17 Global Step: 287950 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:42:27,404-Speed 3333.07 samples/sec Loss 0.1682 LearningRate 0.0019 Epoch: 17 Global Step: 287960 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:42:30,665-Speed 3140.45 samples/sec Loss 0.1623 LearningRate 0.0019 Epoch: 17 Global Step: 287970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:42:33,807-Speed 3260.25 samples/sec Loss 0.1685 LearningRate 0.0019 Epoch: 17 Global Step: 287980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:42:36,913-Speed 3297.34 samples/sec Loss 0.1786 LearningRate 0.0019 Epoch: 17 Global Step: 287990 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:42:39,988-Speed 3331.21 samples/sec Loss 0.1768 LearningRate 0.0019 Epoch: 17 Global Step: 288000 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:43:24,221-[lfw][288000]XNorm: 20.884042 Training: 2022-04-12 05:43:24,222-[lfw][288000]Accuracy-Flip: 0.99817+-0.00229 Training: 2022-04-12 05:43:24,222-[lfw][288000]Accuracy-Highest: 0.99817 Training: 2022-04-12 05:44:15,439-[cfp_fp][288000]XNorm: 22.413486 Training: 2022-04-12 05:44:15,439-[cfp_fp][288000]Accuracy-Flip: 0.99200+-0.00415 Training: 2022-04-12 05:44:15,440-[cfp_fp][288000]Accuracy-Highest: 0.99200 Training: 2022-04-12 05:44:59,247-[agedb_30][288000]XNorm: 22.716747 Training: 2022-04-12 05:44:59,247-[agedb_30][288000]Accuracy-Flip: 0.98467+-0.00666 Training: 2022-04-12 05:44:59,248-[agedb_30][288000]Accuracy-Highest: 0.98650 Training: 2022-04-12 05:45:02,335-Speed 71.94 samples/sec Loss 0.1721 LearningRate 0.0019 Epoch: 17 Global Step: 288010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:05,401-Speed 3340.69 samples/sec Loss 0.1700 LearningRate 0.0019 Epoch: 17 Global Step: 288020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:08,459-Speed 3349.50 samples/sec Loss 0.1562 LearningRate 0.0019 Epoch: 17 Global Step: 288030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:11,506-Speed 3360.77 samples/sec Loss 0.1628 LearningRate 0.0019 Epoch: 17 Global Step: 288040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:14,567-Speed 3345.58 samples/sec Loss 0.1716 LearningRate 0.0019 Epoch: 17 Global Step: 288050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:17,662-Speed 3309.85 samples/sec Loss 0.1546 LearningRate 0.0019 Epoch: 17 Global Step: 288060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:20,725-Speed 3344.58 samples/sec Loss 0.1697 LearningRate 0.0019 Epoch: 17 Global Step: 288070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:23,786-Speed 3345.83 samples/sec Loss 0.1584 LearningRate 0.0019 Epoch: 17 Global Step: 288080 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:26,879-Speed 3311.47 samples/sec Loss 0.1786 LearningRate 0.0019 Epoch: 17 Global Step: 288090 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:29,937-Speed 3348.69 samples/sec Loss 0.1683 LearningRate 0.0019 Epoch: 17 Global Step: 288100 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:33,002-Speed 3341.78 samples/sec Loss 0.1664 LearningRate 0.0019 Epoch: 17 Global Step: 288110 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:36,148-Speed 3255.65 samples/sec Loss 0.1557 LearningRate 0.0019 Epoch: 17 Global Step: 288120 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:39,335-Speed 3214.30 samples/sec Loss 0.1623 LearningRate 0.0019 Epoch: 17 Global Step: 288130 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:42,400-Speed 3341.28 samples/sec Loss 0.1646 LearningRate 0.0019 Epoch: 17 Global Step: 288140 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:45,485-Speed 3320.05 samples/sec Loss 0.1535 LearningRate 0.0019 Epoch: 17 Global Step: 288150 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:45:48,571-Speed 3318.79 samples/sec Loss 0.1566 LearningRate 0.0019 Epoch: 17 Global Step: 288160 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:45:51,634-Speed 3344.81 samples/sec Loss 0.1727 LearningRate 0.0019 Epoch: 17 Global Step: 288170 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:45:54,697-Speed 3343.19 samples/sec Loss 0.1647 LearningRate 0.0019 Epoch: 17 Global Step: 288180 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:45:57,801-Speed 3299.53 samples/sec Loss 0.1548 LearningRate 0.0019 Epoch: 17 Global Step: 288190 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:46:00,880-Speed 3327.25 samples/sec Loss 0.1720 LearningRate 0.0019 Epoch: 17 Global Step: 288200 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:46:03,970-Speed 3313.99 samples/sec Loss 0.1663 LearningRate 0.0019 Epoch: 17 Global Step: 288210 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:46:07,037-Speed 3339.92 samples/sec Loss 0.1754 LearningRate 0.0019 Epoch: 17 Global Step: 288220 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:46:10,142-Speed 3298.57 samples/sec Loss 0.1587 LearningRate 0.0019 Epoch: 17 Global Step: 288230 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:46:13,264-Speed 3281.08 samples/sec Loss 0.1787 LearningRate 0.0019 Epoch: 17 Global Step: 288240 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:46:16,381-Speed 3286.18 samples/sec Loss 0.1623 LearningRate 0.0019 Epoch: 17 Global Step: 288250 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 05:46:19,453-Speed 3333.98 samples/sec Loss 0.1772 LearningRate 0.0019 Epoch: 17 Global Step: 288260 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:22,571-Speed 3284.67 samples/sec Loss 0.1720 LearningRate 0.0019 Epoch: 17 Global Step: 288270 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:25,725-Speed 3247.34 samples/sec Loss 0.1636 LearningRate 0.0019 Epoch: 17 Global Step: 288280 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:28,807-Speed 3323.13 samples/sec Loss 0.1626 LearningRate 0.0019 Epoch: 17 Global Step: 288290 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:31,957-Speed 3251.14 samples/sec Loss 0.1751 LearningRate 0.0019 Epoch: 17 Global Step: 288300 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:35,044-Speed 3318.07 samples/sec Loss 0.1467 LearningRate 0.0019 Epoch: 17 Global Step: 288310 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:38,145-Speed 3302.90 samples/sec Loss 0.1540 LearningRate 0.0019 Epoch: 17 Global Step: 288320 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:41,229-Speed 3321.48 samples/sec Loss 0.1551 LearningRate 0.0019 Epoch: 17 Global Step: 288330 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:44,332-Speed 3301.43 samples/sec Loss 0.1552 LearningRate 0.0019 Epoch: 17 Global Step: 288340 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:47,563-Speed 3169.21 samples/sec Loss 0.1666 LearningRate 0.0019 Epoch: 17 Global Step: 288350 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:50,622-Speed 3348.64 samples/sec Loss 0.1653 LearningRate 0.0019 Epoch: 17 Global Step: 288360 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:53,693-Speed 3334.97 samples/sec Loss 0.1725 LearningRate 0.0019 Epoch: 17 Global Step: 288370 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:56,758-Speed 3341.58 samples/sec Loss 0.1636 LearningRate 0.0019 Epoch: 17 Global Step: 288380 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:46:59,860-Speed 3302.02 samples/sec Loss 0.1581 LearningRate 0.0019 Epoch: 17 Global Step: 288390 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:02,921-Speed 3346.20 samples/sec Loss 0.1626 LearningRate 0.0019 Epoch: 17 Global Step: 288400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:06,015-Speed 3310.82 samples/sec Loss 0.1593 LearningRate 0.0019 Epoch: 17 Global Step: 288410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:09,147-Speed 3269.59 samples/sec Loss 0.1850 LearningRate 0.0018 Epoch: 17 Global Step: 288420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:12,208-Speed 3346.63 samples/sec Loss 0.1651 LearningRate 0.0018 Epoch: 17 Global Step: 288430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:15,274-Speed 3341.21 samples/sec Loss 0.1739 LearningRate 0.0018 Epoch: 17 Global Step: 288440 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:18,333-Speed 3347.98 samples/sec Loss 0.1591 LearningRate 0.0018 Epoch: 17 Global Step: 288450 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:21,395-Speed 3344.19 samples/sec Loss 0.1734 LearningRate 0.0018 Epoch: 17 Global Step: 288460 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:47:24,445-Speed 3358.35 samples/sec Loss 0.1715 LearningRate 0.0018 Epoch: 17 Global Step: 288470 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:27,572-Speed 3275.80 samples/sec Loss 0.1693 LearningRate 0.0018 Epoch: 17 Global Step: 288480 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:30,651-Speed 3325.87 samples/sec Loss 0.1651 LearningRate 0.0018 Epoch: 17 Global Step: 288490 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:33,721-Speed 3336.69 samples/sec Loss 0.1577 LearningRate 0.0018 Epoch: 17 Global Step: 288500 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:36,855-Speed 3268.70 samples/sec Loss 0.1834 LearningRate 0.0018 Epoch: 17 Global Step: 288510 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:39,932-Speed 3328.46 samples/sec Loss 0.1717 LearningRate 0.0018 Epoch: 17 Global Step: 288520 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:43,103-Speed 3230.39 samples/sec Loss 0.1646 LearningRate 0.0018 Epoch: 17 Global Step: 288530 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:46,174-Speed 3334.20 samples/sec Loss 0.1659 LearningRate 0.0018 Epoch: 17 Global Step: 288540 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:49,377-Speed 3198.50 samples/sec Loss 0.1756 LearningRate 0.0018 Epoch: 17 Global Step: 288550 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:52,443-Speed 3340.53 samples/sec Loss 0.1769 LearningRate 0.0018 Epoch: 17 Global Step: 288560 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:47:55,532-Speed 3315.37 samples/sec Loss 0.1715 LearningRate 0.0018 Epoch: 17 Global Step: 288570 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:47:58,611-Speed 3326.02 samples/sec Loss 0.1965 LearningRate 0.0018 Epoch: 17 Global Step: 288580 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:01,676-Speed 3342.45 samples/sec Loss 0.1639 LearningRate 0.0018 Epoch: 17 Global Step: 288590 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:04,739-Speed 3343.10 samples/sec Loss 0.1630 LearningRate 0.0018 Epoch: 17 Global Step: 288600 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:07,823-Speed 3321.60 samples/sec Loss 0.1894 LearningRate 0.0018 Epoch: 17 Global Step: 288610 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:10,885-Speed 3345.47 samples/sec Loss 0.1628 LearningRate 0.0018 Epoch: 17 Global Step: 288620 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:13,963-Speed 3327.53 samples/sec Loss 0.1819 LearningRate 0.0018 Epoch: 17 Global Step: 288630 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:17,034-Speed 3335.25 samples/sec Loss 0.1849 LearningRate 0.0018 Epoch: 17 Global Step: 288640 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:20,118-Speed 3320.66 samples/sec Loss 0.1618 LearningRate 0.0018 Epoch: 17 Global Step: 288650 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:23,184-Speed 3340.61 samples/sec Loss 0.1689 LearningRate 0.0018 Epoch: 17 Global Step: 288660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:26,276-Speed 3313.11 samples/sec Loss 0.1694 LearningRate 0.0018 Epoch: 17 Global Step: 288670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:29,334-Speed 3348.95 samples/sec Loss 0.1659 LearningRate 0.0018 Epoch: 17 Global Step: 288680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:32,399-Speed 3342.10 samples/sec Loss 0.1692 LearningRate 0.0018 Epoch: 17 Global Step: 288690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:35,483-Speed 3320.46 samples/sec Loss 0.1738 LearningRate 0.0018 Epoch: 17 Global Step: 288700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:38,553-Speed 3337.15 samples/sec Loss 0.1622 LearningRate 0.0018 Epoch: 17 Global Step: 288710 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:41,645-Speed 3312.56 samples/sec Loss 0.1619 LearningRate 0.0018 Epoch: 17 Global Step: 288720 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:44,707-Speed 3344.11 samples/sec Loss 0.1784 LearningRate 0.0018 Epoch: 17 Global Step: 288730 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:47,791-Speed 3321.18 samples/sec Loss 0.1765 LearningRate 0.0018 Epoch: 17 Global Step: 288740 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:50,866-Speed 3330.59 samples/sec Loss 0.1810 LearningRate 0.0018 Epoch: 17 Global Step: 288750 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:53,928-Speed 3345.59 samples/sec Loss 0.1728 LearningRate 0.0018 Epoch: 17 Global Step: 288760 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:48:56,995-Speed 3340.36 samples/sec Loss 0.1610 LearningRate 0.0018 Epoch: 17 Global Step: 288770 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:00,077-Speed 3322.86 samples/sec Loss 0.1735 LearningRate 0.0018 Epoch: 17 Global Step: 288780 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:03,289-Speed 3188.75 samples/sec Loss 0.1644 LearningRate 0.0018 Epoch: 17 Global Step: 288790 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:06,395-Speed 3297.73 samples/sec Loss 0.1848 LearningRate 0.0018 Epoch: 17 Global Step: 288800 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:09,490-Speed 3308.77 samples/sec Loss 0.1620 LearningRate 0.0018 Epoch: 17 Global Step: 288810 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:12,559-Speed 3337.62 samples/sec Loss 0.1571 LearningRate 0.0018 Epoch: 17 Global Step: 288820 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:15,658-Speed 3304.29 samples/sec Loss 0.1670 LearningRate 0.0018 Epoch: 17 Global Step: 288830 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:18,761-Speed 3301.11 samples/sec Loss 0.1709 LearningRate 0.0018 Epoch: 17 Global Step: 288840 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:21,865-Speed 3300.25 samples/sec Loss 0.1680 LearningRate 0.0018 Epoch: 17 Global Step: 288850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:24,968-Speed 3300.78 samples/sec Loss 0.1711 LearningRate 0.0018 Epoch: 17 Global Step: 288860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:28,038-Speed 3335.96 samples/sec Loss 0.1556 LearningRate 0.0018 Epoch: 17 Global Step: 288870 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:31,100-Speed 3345.80 samples/sec Loss 0.1563 LearningRate 0.0018 Epoch: 17 Global Step: 288880 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:49:34,151-Speed 3356.24 samples/sec Loss 0.1747 LearningRate 0.0018 Epoch: 17 Global Step: 288890 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:37,237-Speed 3319.28 samples/sec Loss 0.1613 LearningRate 0.0018 Epoch: 17 Global Step: 288900 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:40,314-Speed 3328.41 samples/sec Loss 0.1678 LearningRate 0.0018 Epoch: 17 Global Step: 288910 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:43,401-Speed 3317.34 samples/sec Loss 0.1575 LearningRate 0.0018 Epoch: 17 Global Step: 288920 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:46,483-Speed 3323.44 samples/sec Loss 0.1643 LearningRate 0.0018 Epoch: 17 Global Step: 288930 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:49,547-Speed 3342.66 samples/sec Loss 0.1763 LearningRate 0.0018 Epoch: 17 Global Step: 288940 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:52,625-Speed 3327.78 samples/sec Loss 0.1615 LearningRate 0.0018 Epoch: 17 Global Step: 288950 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:55,692-Speed 3340.02 samples/sec Loss 0.1839 LearningRate 0.0018 Epoch: 17 Global Step: 288960 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:49:58,775-Speed 3322.33 samples/sec Loss 0.1750 LearningRate 0.0018 Epoch: 17 Global Step: 288970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:01,844-Speed 3336.76 samples/sec Loss 0.1831 LearningRate 0.0018 Epoch: 17 Global Step: 288980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:04,899-Speed 3352.57 samples/sec Loss 0.1673 LearningRate 0.0018 Epoch: 17 Global Step: 288990 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:07,958-Speed 3348.26 samples/sec Loss 0.1478 LearningRate 0.0018 Epoch: 17 Global Step: 289000 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:11,027-Speed 3337.10 samples/sec Loss 0.1897 LearningRate 0.0018 Epoch: 17 Global Step: 289010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:14,108-Speed 3324.80 samples/sec Loss 0.1729 LearningRate 0.0018 Epoch: 17 Global Step: 289020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:17,193-Speed 3320.03 samples/sec Loss 0.1589 LearningRate 0.0018 Epoch: 17 Global Step: 289030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:20,278-Speed 3320.23 samples/sec Loss 0.1588 LearningRate 0.0018 Epoch: 17 Global Step: 289040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:23,344-Speed 3341.09 samples/sec Loss 0.1703 LearningRate 0.0018 Epoch: 17 Global Step: 289050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:26,433-Speed 3315.65 samples/sec Loss 0.1757 LearningRate 0.0018 Epoch: 17 Global Step: 289060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:29,499-Speed 3339.91 samples/sec Loss 0.1740 LearningRate 0.0018 Epoch: 17 Global Step: 289070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:32,567-Speed 3339.04 samples/sec Loss 0.1628 LearningRate 0.0018 Epoch: 17 Global Step: 289080 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:35,674-Speed 3296.02 samples/sec Loss 0.1773 LearningRate 0.0018 Epoch: 17 Global Step: 289090 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:50:38,829-Speed 3246.35 samples/sec Loss 0.1735 LearningRate 0.0018 Epoch: 17 Global Step: 289100 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:50:42,053-Speed 3177.26 samples/sec Loss 0.1635 LearningRate 0.0018 Epoch: 17 Global Step: 289110 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:45,138-Speed 3320.32 samples/sec Loss 0.1741 LearningRate 0.0018 Epoch: 17 Global Step: 289120 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:48,249-Speed 3292.23 samples/sec Loss 0.1627 LearningRate 0.0018 Epoch: 17 Global Step: 289130 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:51,324-Speed 3330.46 samples/sec Loss 0.1650 LearningRate 0.0018 Epoch: 17 Global Step: 289140 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:54,389-Speed 3341.76 samples/sec Loss 0.1756 LearningRate 0.0018 Epoch: 17 Global Step: 289150 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:50:57,454-Speed 3341.69 samples/sec Loss 0.1693 LearningRate 0.0018 Epoch: 17 Global Step: 289160 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:00,536-Speed 3323.33 samples/sec Loss 0.1647 LearningRate 0.0018 Epoch: 17 Global Step: 289170 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:03,605-Speed 3337.34 samples/sec Loss 0.1591 LearningRate 0.0018 Epoch: 17 Global Step: 289180 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:06,671-Speed 3340.36 samples/sec Loss 0.1613 LearningRate 0.0018 Epoch: 17 Global Step: 289190 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:09,749-Speed 3327.81 samples/sec Loss 0.1538 LearningRate 0.0018 Epoch: 17 Global Step: 289200 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:12,801-Speed 3355.50 samples/sec Loss 0.1654 LearningRate 0.0018 Epoch: 17 Global Step: 289210 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:15,885-Speed 3322.11 samples/sec Loss 0.1671 LearningRate 0.0018 Epoch: 17 Global Step: 289220 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:18,955-Speed 3336.41 samples/sec Loss 0.1631 LearningRate 0.0018 Epoch: 17 Global Step: 289230 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:22,029-Speed 3331.02 samples/sec Loss 0.1721 LearningRate 0.0018 Epoch: 17 Global Step: 289240 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:25,123-Speed 3310.68 samples/sec Loss 0.1688 LearningRate 0.0018 Epoch: 17 Global Step: 289250 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:28,210-Speed 3318.43 samples/sec Loss 0.1629 LearningRate 0.0018 Epoch: 17 Global Step: 289260 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:31,322-Speed 3290.10 samples/sec Loss 0.1763 LearningRate 0.0018 Epoch: 17 Global Step: 289270 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:34,402-Speed 3325.53 samples/sec Loss 0.1651 LearningRate 0.0018 Epoch: 17 Global Step: 289280 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:37,596-Speed 3207.84 samples/sec Loss 0.1656 LearningRate 0.0018 Epoch: 17 Global Step: 289290 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:40,670-Speed 3331.22 samples/sec Loss 0.1600 LearningRate 0.0018 Epoch: 17 Global Step: 289300 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:44,521-Speed 2659.39 samples/sec Loss 0.1665 LearningRate 0.0018 Epoch: 17 Global Step: 289310 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:51:47,615-Speed 3310.52 samples/sec Loss 0.1468 LearningRate 0.0018 Epoch: 17 Global Step: 289320 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:51:50,683-Speed 3338.38 samples/sec Loss 0.1704 LearningRate 0.0018 Epoch: 17 Global Step: 289330 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:51:53,848-Speed 3235.95 samples/sec Loss 0.1715 LearningRate 0.0018 Epoch: 17 Global Step: 289340 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:51:56,948-Speed 3304.33 samples/sec Loss 0.1779 LearningRate 0.0018 Epoch: 17 Global Step: 289350 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:00,034-Speed 3319.29 samples/sec Loss 0.1590 LearningRate 0.0018 Epoch: 17 Global Step: 289360 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:03,182-Speed 3252.78 samples/sec Loss 0.1712 LearningRate 0.0018 Epoch: 17 Global Step: 289370 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:06,346-Speed 3237.98 samples/sec Loss 0.1710 LearningRate 0.0018 Epoch: 17 Global Step: 289380 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:09,428-Speed 3322.97 samples/sec Loss 0.1650 LearningRate 0.0018 Epoch: 17 Global Step: 289390 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:12,511-Speed 3322.50 samples/sec Loss 0.1825 LearningRate 0.0018 Epoch: 17 Global Step: 289400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:15,578-Speed 3339.16 samples/sec Loss 0.1752 LearningRate 0.0018 Epoch: 17 Global Step: 289410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:18,653-Speed 3330.85 samples/sec Loss 0.1639 LearningRate 0.0018 Epoch: 17 Global Step: 289420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:21,739-Speed 3318.68 samples/sec Loss 0.1776 LearningRate 0.0018 Epoch: 17 Global Step: 289430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:24,820-Speed 3326.01 samples/sec Loss 0.1870 LearningRate 0.0018 Epoch: 17 Global Step: 289440 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:52:27,890-Speed 3336.21 samples/sec Loss 0.1824 LearningRate 0.0018 Epoch: 17 Global Step: 289450 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:30,977-Speed 3317.53 samples/sec Loss 0.1572 LearningRate 0.0018 Epoch: 17 Global Step: 289460 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:34,039-Speed 3344.87 samples/sec Loss 0.1493 LearningRate 0.0018 Epoch: 17 Global Step: 289470 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:37,127-Speed 3317.90 samples/sec Loss 0.1746 LearningRate 0.0018 Epoch: 17 Global Step: 289480 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:40,252-Speed 3277.19 samples/sec Loss 0.1779 LearningRate 0.0018 Epoch: 17 Global Step: 289490 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:43,316-Speed 3342.28 samples/sec Loss 0.1619 LearningRate 0.0018 Epoch: 17 Global Step: 289500 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:46,387-Speed 3335.81 samples/sec Loss 0.1671 LearningRate 0.0018 Epoch: 17 Global Step: 289510 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:49,454-Speed 3338.71 samples/sec Loss 0.1575 LearningRate 0.0018 Epoch: 17 Global Step: 289520 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:52,524-Speed 3336.49 samples/sec Loss 0.1699 LearningRate 0.0018 Epoch: 17 Global Step: 289530 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:55,593-Speed 3337.52 samples/sec Loss 0.1825 LearningRate 0.0018 Epoch: 17 Global Step: 289540 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:52:58,674-Speed 3323.86 samples/sec Loss 0.1821 LearningRate 0.0018 Epoch: 17 Global Step: 289550 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:01,743-Speed 3337.53 samples/sec Loss 0.1666 LearningRate 0.0018 Epoch: 17 Global Step: 289560 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:04,816-Speed 3333.97 samples/sec Loss 0.1662 LearningRate 0.0018 Epoch: 17 Global Step: 289570 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:07,965-Speed 3252.08 samples/sec Loss 0.1748 LearningRate 0.0018 Epoch: 17 Global Step: 289580 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:11,118-Speed 3248.14 samples/sec Loss 0.1815 LearningRate 0.0018 Epoch: 17 Global Step: 289590 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:14,263-Speed 3256.77 samples/sec Loss 0.1537 LearningRate 0.0018 Epoch: 17 Global Step: 289600 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:17,328-Speed 3341.62 samples/sec Loss 0.1774 LearningRate 0.0018 Epoch: 17 Global Step: 289610 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:20,397-Speed 3337.22 samples/sec Loss 0.1767 LearningRate 0.0018 Epoch: 17 Global Step: 289620 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:23,467-Speed 3336.39 samples/sec Loss 0.1581 LearningRate 0.0018 Epoch: 17 Global Step: 289630 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:26,537-Speed 3336.88 samples/sec Loss 0.1719 LearningRate 0.0018 Epoch: 17 Global Step: 289640 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:29,617-Speed 3324.64 samples/sec Loss 0.1636 LearningRate 0.0018 Epoch: 17 Global Step: 289650 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:53:32,671-Speed 3354.55 samples/sec Loss 0.1754 LearningRate 0.0017 Epoch: 17 Global Step: 289660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:35,793-Speed 3280.18 samples/sec Loss 0.1609 LearningRate 0.0017 Epoch: 17 Global Step: 289670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:38,859-Speed 3341.12 samples/sec Loss 0.1732 LearningRate 0.0017 Epoch: 17 Global Step: 289680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:41,931-Speed 3333.39 samples/sec Loss 0.1700 LearningRate 0.0017 Epoch: 17 Global Step: 289690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:45,023-Speed 3312.52 samples/sec Loss 0.1493 LearningRate 0.0017 Epoch: 17 Global Step: 289700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:48,124-Speed 3302.93 samples/sec Loss 0.1675 LearningRate 0.0017 Epoch: 17 Global Step: 289710 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:51,227-Speed 3301.53 samples/sec Loss 0.1721 LearningRate 0.0017 Epoch: 17 Global Step: 289720 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:54,420-Speed 3207.37 samples/sec Loss 0.1692 LearningRate 0.0017 Epoch: 17 Global Step: 289730 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:53:57,504-Speed 3320.74 samples/sec Loss 0.1581 LearningRate 0.0017 Epoch: 17 Global Step: 289740 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:00,585-Speed 3325.53 samples/sec Loss 0.1721 LearningRate 0.0017 Epoch: 17 Global Step: 289750 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:03,737-Speed 3249.29 samples/sec Loss 0.1824 LearningRate 0.0017 Epoch: 17 Global Step: 289760 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:54:06,806-Speed 3336.86 samples/sec Loss 0.1671 LearningRate 0.0017 Epoch: 17 Global Step: 289770 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:09,869-Speed 3343.52 samples/sec Loss 0.1659 LearningRate 0.0017 Epoch: 17 Global Step: 289780 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:12,955-Speed 3319.70 samples/sec Loss 0.1695 LearningRate 0.0017 Epoch: 17 Global Step: 289790 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:16,032-Speed 3327.83 samples/sec Loss 0.1634 LearningRate 0.0017 Epoch: 17 Global Step: 289800 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:19,100-Speed 3338.94 samples/sec Loss 0.1873 LearningRate 0.0017 Epoch: 17 Global Step: 289810 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:22,181-Speed 3324.22 samples/sec Loss 0.1659 LearningRate 0.0017 Epoch: 17 Global Step: 289820 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:25,257-Speed 3329.53 samples/sec Loss 0.1684 LearningRate 0.0017 Epoch: 17 Global Step: 289830 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:28,325-Speed 3338.60 samples/sec Loss 0.1784 LearningRate 0.0017 Epoch: 17 Global Step: 289840 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:31,389-Speed 3343.32 samples/sec Loss 0.1626 LearningRate 0.0017 Epoch: 17 Global Step: 289850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:34,453-Speed 3342.82 samples/sec Loss 0.1633 LearningRate 0.0017 Epoch: 17 Global Step: 289860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:37,552-Speed 3305.53 samples/sec Loss 0.1693 LearningRate 0.0017 Epoch: 17 Global Step: 289870 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:54:40,702-Speed 3251.22 samples/sec Loss 0.1628 LearningRate 0.0017 Epoch: 17 Global Step: 289880 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:54:43,849-Speed 3254.35 samples/sec Loss 0.1682 LearningRate 0.0017 Epoch: 17 Global Step: 289890 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:46,923-Speed 3331.74 samples/sec Loss 0.1795 LearningRate 0.0017 Epoch: 17 Global Step: 289900 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:50,059-Speed 3265.74 samples/sec Loss 0.1709 LearningRate 0.0017 Epoch: 17 Global Step: 289910 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:53,147-Speed 3316.98 samples/sec Loss 0.1637 LearningRate 0.0017 Epoch: 17 Global Step: 289920 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:56,228-Speed 3324.99 samples/sec Loss 0.1851 LearningRate 0.0017 Epoch: 17 Global Step: 289930 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:54:59,318-Speed 3314.90 samples/sec Loss 0.1560 LearningRate 0.0017 Epoch: 17 Global Step: 289940 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:55:02,561-Speed 3158.30 samples/sec Loss 0.1745 LearningRate 0.0017 Epoch: 17 Global Step: 289950 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:55:05,785-Speed 3177.09 samples/sec Loss 0.1873 LearningRate 0.0017 Epoch: 17 Global Step: 289960 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:55:08,903-Speed 3284.05 samples/sec Loss 0.1826 LearningRate 0.0017 Epoch: 17 Global Step: 289970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:55:11,990-Speed 3318.22 samples/sec Loss 0.1648 LearningRate 0.0017 Epoch: 17 Global Step: 289980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:55:15,111-Speed 3281.76 samples/sec Loss 0.1829 LearningRate 0.0017 Epoch: 17 Global Step: 289990 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:55:18,330-Speed 3181.79 samples/sec Loss 0.1872 LearningRate 0.0017 Epoch: 17 Global Step: 290000 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:56:02,099-[lfw][290000]XNorm: 20.870605 Training: 2022-04-12 05:56:02,099-[lfw][290000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-12 05:56:02,100-[lfw][290000]Accuracy-Highest: 0.99817 Training: 2022-04-12 05:56:53,077-[cfp_fp][290000]XNorm: 22.715098 Training: 2022-04-12 05:56:53,078-[cfp_fp][290000]Accuracy-Flip: 0.99071+-0.00385 Training: 2022-04-12 05:56:53,078-[cfp_fp][290000]Accuracy-Highest: 0.99200 Training: 2022-04-12 05:57:36,669-[agedb_30][290000]XNorm: 22.869896 Training: 2022-04-12 05:57:36,670-[agedb_30][290000]Accuracy-Flip: 0.98583+-0.00593 Training: 2022-04-12 05:57:36,670-[agedb_30][290000]Accuracy-Highest: 0.98650 Training: 2022-04-12 05:57:39,719-Speed 72.42 samples/sec Loss 0.1600 LearningRate 0.0017 Epoch: 17 Global Step: 290010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:57:42,780-Speed 3345.96 samples/sec Loss 0.1647 LearningRate 0.0017 Epoch: 17 Global Step: 290020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:57:45,865-Speed 3320.25 samples/sec Loss 0.1729 LearningRate 0.0017 Epoch: 17 Global Step: 290030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:57:48,945-Speed 3325.78 samples/sec Loss 0.1668 LearningRate 0.0017 Epoch: 17 Global Step: 290040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:57:52,028-Speed 3322.27 samples/sec Loss 0.1736 LearningRate 0.0017 Epoch: 17 Global Step: 290050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:57:55,105-Speed 3327.66 samples/sec Loss 0.1782 LearningRate 0.0017 Epoch: 17 Global Step: 290060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:57:58,285-Speed 3221.25 samples/sec Loss 0.1714 LearningRate 0.0017 Epoch: 17 Global Step: 290070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:01,437-Speed 3249.06 samples/sec Loss 0.1609 LearningRate 0.0017 Epoch: 17 Global Step: 290080 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:04,539-Speed 3302.31 samples/sec Loss 0.1646 LearningRate 0.0017 Epoch: 17 Global Step: 290090 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:07,605-Speed 3340.90 samples/sec Loss 0.1806 LearningRate 0.0017 Epoch: 17 Global Step: 290100 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:10,673-Speed 3337.72 samples/sec Loss 0.1722 LearningRate 0.0017 Epoch: 17 Global Step: 290110 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:13,856-Speed 3217.98 samples/sec Loss 0.1786 LearningRate 0.0017 Epoch: 17 Global Step: 290120 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:16,970-Speed 3289.00 samples/sec Loss 0.1705 LearningRate 0.0017 Epoch: 17 Global Step: 290130 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:20,031-Speed 3346.84 samples/sec Loss 0.1775 LearningRate 0.0017 Epoch: 17 Global Step: 290140 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:23,129-Speed 3305.22 samples/sec Loss 0.1642 LearningRate 0.0017 Epoch: 17 Global Step: 290150 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:26,258-Speed 3273.11 samples/sec Loss 0.1805 LearningRate 0.0017 Epoch: 17 Global Step: 290160 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:29,406-Speed 3253.53 samples/sec Loss 0.1794 LearningRate 0.0017 Epoch: 17 Global Step: 290170 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:32,577-Speed 3230.49 samples/sec Loss 0.1738 LearningRate 0.0017 Epoch: 17 Global Step: 290180 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:35,637-Speed 3347.07 samples/sec Loss 0.1716 LearningRate 0.0017 Epoch: 17 Global Step: 290190 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:38,701-Speed 3343.27 samples/sec Loss 0.1678 LearningRate 0.0017 Epoch: 17 Global Step: 290200 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:41,765-Speed 3342.59 samples/sec Loss 0.1752 LearningRate 0.0017 Epoch: 17 Global Step: 290210 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:44,833-Speed 3338.64 samples/sec Loss 0.1912 LearningRate 0.0017 Epoch: 17 Global Step: 290220 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:47,955-Speed 3280.34 samples/sec Loss 0.1671 LearningRate 0.0017 Epoch: 17 Global Step: 290230 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:51,018-Speed 3343.73 samples/sec Loss 0.1900 LearningRate 0.0017 Epoch: 17 Global Step: 290240 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:54,089-Speed 3334.67 samples/sec Loss 0.1750 LearningRate 0.0017 Epoch: 17 Global Step: 290250 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:58:57,255-Speed 3235.16 samples/sec Loss 0.1792 LearningRate 0.0017 Epoch: 17 Global Step: 290260 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:00,326-Speed 3335.39 samples/sec Loss 0.1621 LearningRate 0.0017 Epoch: 17 Global Step: 290270 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:03,494-Speed 3233.58 samples/sec Loss 0.1674 LearningRate 0.0017 Epoch: 17 Global Step: 290280 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:06,565-Speed 3334.58 samples/sec Loss 0.1621 LearningRate 0.0017 Epoch: 17 Global Step: 290290 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:09,647-Speed 3323.94 samples/sec Loss 0.1839 LearningRate 0.0017 Epoch: 17 Global Step: 290300 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:12,709-Speed 3344.95 samples/sec Loss 0.1692 LearningRate 0.0017 Epoch: 17 Global Step: 290310 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 05:59:15,774-Speed 3341.77 samples/sec Loss 0.1653 LearningRate 0.0017 Epoch: 17 Global Step: 290320 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:18,846-Speed 3333.84 samples/sec Loss 0.1658 LearningRate 0.0017 Epoch: 17 Global Step: 290330 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:21,921-Speed 3331.09 samples/sec Loss 0.1667 LearningRate 0.0017 Epoch: 17 Global Step: 290340 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:24,983-Speed 3344.36 samples/sec Loss 0.1658 LearningRate 0.0017 Epoch: 17 Global Step: 290350 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:28,074-Speed 3313.96 samples/sec Loss 0.1744 LearningRate 0.0017 Epoch: 17 Global Step: 290360 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:31,202-Speed 3274.37 samples/sec Loss 0.1890 LearningRate 0.0017 Epoch: 17 Global Step: 290370 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:34,431-Speed 3171.64 samples/sec Loss 0.1833 LearningRate 0.0017 Epoch: 17 Global Step: 290380 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:37,643-Speed 3188.92 samples/sec Loss 0.1672 LearningRate 0.0017 Epoch: 17 Global Step: 290390 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:40,799-Speed 3245.45 samples/sec Loss 0.1736 LearningRate 0.0017 Epoch: 17 Global Step: 290400 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:43,926-Speed 3274.96 samples/sec Loss 0.1719 LearningRate 0.0017 Epoch: 17 Global Step: 290410 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:46,979-Speed 3355.25 samples/sec Loss 0.1637 LearningRate 0.0017 Epoch: 17 Global Step: 290420 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:50,053-Speed 3334.52 samples/sec Loss 0.1767 LearningRate 0.0017 Epoch: 17 Global Step: 290430 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:53,115-Speed 3344.48 samples/sec Loss 0.1734 LearningRate 0.0017 Epoch: 17 Global Step: 290440 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:56,177-Speed 3345.29 samples/sec Loss 0.1596 LearningRate 0.0017 Epoch: 17 Global Step: 290450 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 05:59:59,252-Speed 3330.75 samples/sec Loss 0.1524 LearningRate 0.0017 Epoch: 17 Global Step: 290460 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:02,323-Speed 3335.45 samples/sec Loss 0.1637 LearningRate 0.0017 Epoch: 17 Global Step: 290470 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:05,395-Speed 3334.38 samples/sec Loss 0.1671 LearningRate 0.0017 Epoch: 17 Global Step: 290480 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:08,477-Speed 3323.32 samples/sec Loss 0.1907 LearningRate 0.0017 Epoch: 17 Global Step: 290490 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:11,558-Speed 3324.12 samples/sec Loss 0.1823 LearningRate 0.0017 Epoch: 17 Global Step: 290500 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:14,648-Speed 3314.24 samples/sec Loss 0.1718 LearningRate 0.0017 Epoch: 17 Global Step: 290510 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:17,738-Speed 3314.78 samples/sec Loss 0.1785 LearningRate 0.0017 Epoch: 17 Global Step: 290520 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:00:20,806-Speed 3338.66 samples/sec Loss 0.1832 LearningRate 0.0017 Epoch: 17 Global Step: 290530 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:23,883-Speed 3328.58 samples/sec Loss 0.1747 LearningRate 0.0017 Epoch: 17 Global Step: 290540 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:26,946-Speed 3344.45 samples/sec Loss 0.1824 LearningRate 0.0017 Epoch: 17 Global Step: 290550 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:30,016-Speed 3335.88 samples/sec Loss 0.1713 LearningRate 0.0017 Epoch: 17 Global Step: 290560 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:33,082-Speed 3340.88 samples/sec Loss 0.1664 LearningRate 0.0017 Epoch: 17 Global Step: 290570 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:36,146-Speed 3342.19 samples/sec Loss 0.1770 LearningRate 0.0017 Epoch: 17 Global Step: 290580 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:39,223-Speed 3329.43 samples/sec Loss 0.1756 LearningRate 0.0017 Epoch: 17 Global Step: 290590 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:42,322-Speed 3303.87 samples/sec Loss 0.1863 LearningRate 0.0017 Epoch: 17 Global Step: 290600 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:45,486-Speed 3237.58 samples/sec Loss 0.1652 LearningRate 0.0017 Epoch: 17 Global Step: 290610 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:48,569-Speed 3321.79 samples/sec Loss 0.1647 LearningRate 0.0017 Epoch: 17 Global Step: 290620 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:00:51,716-Speed 3255.61 samples/sec Loss 0.1784 LearningRate 0.0017 Epoch: 17 Global Step: 290630 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:00:54,787-Speed 3334.78 samples/sec Loss 0.1624 LearningRate 0.0017 Epoch: 17 Global Step: 290640 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:00:57,840-Speed 3355.26 samples/sec Loss 0.1673 LearningRate 0.0017 Epoch: 17 Global Step: 290650 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:00,923-Speed 3321.81 samples/sec Loss 0.1634 LearningRate 0.0017 Epoch: 17 Global Step: 290660 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:04,009-Speed 3318.77 samples/sec Loss 0.1476 LearningRate 0.0017 Epoch: 17 Global Step: 290670 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:07,070-Speed 3346.00 samples/sec Loss 0.1707 LearningRate 0.0017 Epoch: 17 Global Step: 290680 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:10,160-Speed 3314.80 samples/sec Loss 0.1632 LearningRate 0.0017 Epoch: 17 Global Step: 290690 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:13,235-Speed 3331.31 samples/sec Loss 0.1724 LearningRate 0.0017 Epoch: 17 Global Step: 290700 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:16,311-Speed 3330.19 samples/sec Loss 0.1608 LearningRate 0.0017 Epoch: 17 Global Step: 290710 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:19,372-Speed 3346.40 samples/sec Loss 0.1589 LearningRate 0.0017 Epoch: 17 Global Step: 290720 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:22,437-Speed 3341.00 samples/sec Loss 0.1837 LearningRate 0.0017 Epoch: 17 Global Step: 290730 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:25,535-Speed 3306.42 samples/sec Loss 0.1731 LearningRate 0.0017 Epoch: 17 Global Step: 290740 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:28,608-Speed 3333.11 samples/sec Loss 0.1631 LearningRate 0.0017 Epoch: 17 Global Step: 290750 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:31,709-Speed 3302.71 samples/sec Loss 0.1692 LearningRate 0.0017 Epoch: 17 Global Step: 290760 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:34,807-Speed 3305.70 samples/sec Loss 0.1689 LearningRate 0.0017 Epoch: 17 Global Step: 290770 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:37,871-Speed 3342.63 samples/sec Loss 0.1659 LearningRate 0.0017 Epoch: 17 Global Step: 290780 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:40,947-Speed 3330.27 samples/sec Loss 0.1809 LearningRate 0.0017 Epoch: 17 Global Step: 290790 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:44,013-Speed 3340.22 samples/sec Loss 0.1712 LearningRate 0.0017 Epoch: 17 Global Step: 290800 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:47,075-Speed 3345.05 samples/sec Loss 0.1612 LearningRate 0.0017 Epoch: 17 Global Step: 290810 Fp16 Grad Scale: 65536 Required: 5 hours Training: 2022-04-12 06:01:50,178-Speed 3301.64 samples/sec Loss 0.1677 LearningRate 0.0017 Epoch: 17 Global Step: 290820 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:53,265-Speed 3317.04 samples/sec Loss 0.1656 LearningRate 0.0017 Epoch: 17 Global Step: 290830 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:56,341-Speed 3329.68 samples/sec Loss 0.1719 LearningRate 0.0017 Epoch: 17 Global Step: 290840 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:01:59,410-Speed 3337.29 samples/sec Loss 0.1779 LearningRate 0.0017 Epoch: 17 Global Step: 290850 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:02,488-Speed 3328.34 samples/sec Loss 0.1522 LearningRate 0.0017 Epoch: 17 Global Step: 290860 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:05,558-Speed 3335.84 samples/sec Loss 0.1660 LearningRate 0.0017 Epoch: 17 Global Step: 290870 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:08,708-Speed 3251.93 samples/sec Loss 0.1722 LearningRate 0.0017 Epoch: 17 Global Step: 290880 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:11,951-Speed 3158.11 samples/sec Loss 0.1775 LearningRate 0.0017 Epoch: 17 Global Step: 290890 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:15,088-Speed 3264.46 samples/sec Loss 0.1760 LearningRate 0.0017 Epoch: 17 Global Step: 290900 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:18,159-Speed 3335.04 samples/sec Loss 0.1910 LearningRate 0.0017 Epoch: 17 Global Step: 290910 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:21,223-Speed 3343.53 samples/sec Loss 0.1670 LearningRate 0.0017 Epoch: 17 Global Step: 290920 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:24,294-Speed 3334.63 samples/sec Loss 0.1764 LearningRate 0.0017 Epoch: 17 Global Step: 290930 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:27,370-Speed 3330.03 samples/sec Loss 0.1725 LearningRate 0.0017 Epoch: 17 Global Step: 290940 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:30,434-Speed 3342.45 samples/sec Loss 0.1696 LearningRate 0.0016 Epoch: 17 Global Step: 290950 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:33,506-Speed 3333.88 samples/sec Loss 0.1690 LearningRate 0.0016 Epoch: 17 Global Step: 290960 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:36,571-Speed 3341.40 samples/sec Loss 0.1630 LearningRate 0.0016 Epoch: 17 Global Step: 290970 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:39,753-Speed 3219.52 samples/sec Loss 0.1818 LearningRate 0.0016 Epoch: 17 Global Step: 290980 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:42,850-Speed 3306.75 samples/sec Loss 0.1695 LearningRate 0.0016 Epoch: 17 Global Step: 290990 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:45,917-Speed 3340.37 samples/sec Loss 0.1665 LearningRate 0.0016 Epoch: 17 Global Step: 291000 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:48,998-Speed 3324.19 samples/sec Loss 0.1804 LearningRate 0.0016 Epoch: 17 Global Step: 291010 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:52,054-Speed 3351.48 samples/sec Loss 0.1718 LearningRate 0.0016 Epoch: 17 Global Step: 291020 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:55,185-Speed 3271.26 samples/sec Loss 0.1590 LearningRate 0.0016 Epoch: 17 Global Step: 291030 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:02:58,249-Speed 3342.03 samples/sec Loss 0.1788 LearningRate 0.0016 Epoch: 17 Global Step: 291040 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:01,310-Speed 3345.76 samples/sec Loss 0.1728 LearningRate 0.0016 Epoch: 17 Global Step: 291050 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:04,405-Speed 3309.98 samples/sec Loss 0.1695 LearningRate 0.0016 Epoch: 17 Global Step: 291060 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:07,474-Speed 3337.52 samples/sec Loss 0.1700 LearningRate 0.0016 Epoch: 17 Global Step: 291070 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:10,551-Speed 3328.81 samples/sec Loss 0.1786 LearningRate 0.0016 Epoch: 17 Global Step: 291080 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:13,623-Speed 3334.16 samples/sec Loss 0.1706 LearningRate 0.0016 Epoch: 17 Global Step: 291090 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:16,702-Speed 3326.18 samples/sec Loss 0.1655 LearningRate 0.0016 Epoch: 17 Global Step: 291100 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:19,767-Speed 3341.69 samples/sec Loss 0.1685 LearningRate 0.0016 Epoch: 17 Global Step: 291110 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:22,841-Speed 3332.62 samples/sec Loss 0.1607 LearningRate 0.0016 Epoch: 17 Global Step: 291120 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:03:25,908-Speed 3338.66 samples/sec Loss 0.1753 LearningRate 0.0016 Epoch: 17 Global Step: 291130 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:03:28,964-Speed 3351.96 samples/sec Loss 0.1793 LearningRate 0.0016 Epoch: 17 Global Step: 291140 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:32,070-Speed 3297.56 samples/sec Loss 0.1708 LearningRate 0.0016 Epoch: 17 Global Step: 291150 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:35,182-Speed 3291.15 samples/sec Loss 0.1580 LearningRate 0.0016 Epoch: 17 Global Step: 291160 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:38,255-Speed 3333.30 samples/sec Loss 0.1757 LearningRate 0.0016 Epoch: 17 Global Step: 291170 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:41,322-Speed 3339.15 samples/sec Loss 0.1764 LearningRate 0.0016 Epoch: 17 Global Step: 291180 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:44,388-Speed 3340.63 samples/sec Loss 0.1805 LearningRate 0.0016 Epoch: 17 Global Step: 291190 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:47,472-Speed 3320.97 samples/sec Loss 0.1690 LearningRate 0.0016 Epoch: 17 Global Step: 291200 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:50,604-Speed 3271.04 samples/sec Loss 0.1831 LearningRate 0.0016 Epoch: 17 Global Step: 291210 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:53,693-Speed 3315.42 samples/sec Loss 0.1697 LearningRate 0.0016 Epoch: 17 Global Step: 291220 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:56,773-Speed 3325.84 samples/sec Loss 0.1710 LearningRate 0.0016 Epoch: 17 Global Step: 291230 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:03:59,923-Speed 3250.52 samples/sec Loss 0.1607 LearningRate 0.0016 Epoch: 17 Global Step: 291240 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:04:02,999-Speed 3330.74 samples/sec Loss 0.1647 LearningRate 0.0016 Epoch: 17 Global Step: 291250 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:04:06,065-Speed 3340.06 samples/sec Loss 0.1740 LearningRate 0.0016 Epoch: 17 Global Step: 291260 Fp16 Grad Scale: 262144 Required: 5 hours Training: 2022-04-12 06:04:09,122-Speed 3350.94 samples/sec Loss 0.1580 LearningRate 0.0016 Epoch: 17 Global Step: 291270 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:04:12,194-Speed 3333.78 samples/sec Loss 0.1736 LearningRate 0.0016 Epoch: 17 Global Step: 291280 Fp16 Grad Scale: 131072 Required: 5 hours Training: 2022-04-12 06:04:15,258-Speed 3342.76 samples/sec Loss 0.1848 LearningRate 0.0016 Epoch: 17 Global Step: 291290 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:18,352-Speed 3310.34 samples/sec Loss 0.1875 LearningRate 0.0016 Epoch: 17 Global Step: 291300 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:21,433-Speed 3324.57 samples/sec Loss 0.1660 LearningRate 0.0016 Epoch: 17 Global Step: 291310 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:24,602-Speed 3232.54 samples/sec Loss 0.1701 LearningRate 0.0016 Epoch: 17 Global Step: 291320 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:27,731-Speed 3272.31 samples/sec Loss 0.1721 LearningRate 0.0016 Epoch: 17 Global Step: 291330 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:30,819-Speed 3317.78 samples/sec Loss 0.1621 LearningRate 0.0016 Epoch: 17 Global Step: 291340 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:33,915-Speed 3308.52 samples/sec Loss 0.1759 LearningRate 0.0016 Epoch: 17 Global Step: 291350 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:37,040-Speed 3277.55 samples/sec Loss 0.1703 LearningRate 0.0016 Epoch: 17 Global Step: 291360 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:40,205-Speed 3236.01 samples/sec Loss 0.1782 LearningRate 0.0016 Epoch: 17 Global Step: 291370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:43,282-Speed 3327.51 samples/sec Loss 0.1725 LearningRate 0.0016 Epoch: 17 Global Step: 291380 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:04:46,337-Speed 3353.73 samples/sec Loss 0.1742 LearningRate 0.0016 Epoch: 17 Global Step: 291390 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:04:49,406-Speed 3337.24 samples/sec Loss 0.1668 LearningRate 0.0016 Epoch: 17 Global Step: 291400 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:04:52,493-Speed 3317.71 samples/sec Loss 0.1720 LearningRate 0.0016 Epoch: 17 Global Step: 291410 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:04:55,556-Speed 3343.14 samples/sec Loss 0.1577 LearningRate 0.0016 Epoch: 17 Global Step: 291420 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:04:58,671-Speed 3289.23 samples/sec Loss 0.1619 LearningRate 0.0016 Epoch: 17 Global Step: 291430 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:05:01,739-Speed 3337.81 samples/sec Loss 0.1659 LearningRate 0.0016 Epoch: 17 Global Step: 291440 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:05:04,805-Speed 3341.49 samples/sec Loss 0.1782 LearningRate 0.0016 Epoch: 17 Global Step: 291450 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:05:07,934-Speed 3273.09 samples/sec Loss 0.1697 LearningRate 0.0016 Epoch: 17 Global Step: 291460 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:05:11,048-Speed 3288.63 samples/sec Loss 0.1633 LearningRate 0.0016 Epoch: 17 Global Step: 291470 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:05:14,163-Speed 3287.88 samples/sec Loss 0.1698 LearningRate 0.0016 Epoch: 17 Global Step: 291480 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:05:17,241-Speed 3327.31 samples/sec Loss 0.1859 LearningRate 0.0016 Epoch: 17 Global Step: 291490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:20,358-Speed 3286.22 samples/sec Loss 0.1667 LearningRate 0.0016 Epoch: 17 Global Step: 291500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:23,433-Speed 3331.37 samples/sec Loss 0.1772 LearningRate 0.0016 Epoch: 17 Global Step: 291510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:26,546-Speed 3289.87 samples/sec Loss 0.1602 LearningRate 0.0016 Epoch: 17 Global Step: 291520 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:29,609-Speed 3343.64 samples/sec Loss 0.1781 LearningRate 0.0016 Epoch: 17 Global Step: 291530 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:32,695-Speed 3319.13 samples/sec Loss 0.1886 LearningRate 0.0016 Epoch: 17 Global Step: 291540 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:35,814-Speed 3284.67 samples/sec Loss 0.1733 LearningRate 0.0016 Epoch: 17 Global Step: 291550 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:38,907-Speed 3311.44 samples/sec Loss 0.1947 LearningRate 0.0016 Epoch: 17 Global Step: 291560 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:42,054-Speed 3254.16 samples/sec Loss 0.1637 LearningRate 0.0016 Epoch: 17 Global Step: 291570 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:45,128-Speed 3331.66 samples/sec Loss 0.1796 LearningRate 0.0016 Epoch: 17 Global Step: 291580 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:48,215-Speed 3317.64 samples/sec Loss 0.1687 LearningRate 0.0016 Epoch: 17 Global Step: 291590 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:51,321-Speed 3298.54 samples/sec Loss 0.1550 LearningRate 0.0016 Epoch: 17 Global Step: 291600 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:54,384-Speed 3344.01 samples/sec Loss 0.1751 LearningRate 0.0016 Epoch: 17 Global Step: 291610 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:05:57,544-Speed 3241.69 samples/sec Loss 0.1679 LearningRate 0.0016 Epoch: 17 Global Step: 291620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:00,706-Speed 3238.65 samples/sec Loss 0.1698 LearningRate 0.0016 Epoch: 17 Global Step: 291630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:03,790-Speed 3320.81 samples/sec Loss 0.1652 LearningRate 0.0016 Epoch: 17 Global Step: 291640 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:06,927-Speed 3265.11 samples/sec Loss 0.1699 LearningRate 0.0016 Epoch: 17 Global Step: 291650 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:09,998-Speed 3336.01 samples/sec Loss 0.1593 LearningRate 0.0016 Epoch: 17 Global Step: 291660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:13,084-Speed 3318.23 samples/sec Loss 0.1571 LearningRate 0.0016 Epoch: 17 Global Step: 291670 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:16,151-Speed 3340.06 samples/sec Loss 0.1769 LearningRate 0.0016 Epoch: 17 Global Step: 291680 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:19,220-Speed 3337.92 samples/sec Loss 0.1716 LearningRate 0.0016 Epoch: 17 Global Step: 291690 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:06:22,328-Speed 3295.37 samples/sec Loss 0.1725 LearningRate 0.0016 Epoch: 17 Global Step: 291700 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:25,396-Speed 3338.17 samples/sec Loss 0.1897 LearningRate 0.0016 Epoch: 17 Global Step: 291710 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:28,460-Speed 3342.43 samples/sec Loss 0.1740 LearningRate 0.0016 Epoch: 17 Global Step: 291720 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:31,550-Speed 3315.33 samples/sec Loss 0.1769 LearningRate 0.0016 Epoch: 17 Global Step: 291730 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:34,661-Speed 3291.98 samples/sec Loss 0.1531 LearningRate 0.0016 Epoch: 17 Global Step: 291740 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:37,777-Speed 3286.93 samples/sec Loss 0.1784 LearningRate 0.0016 Epoch: 17 Global Step: 291750 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:40,881-Speed 3299.34 samples/sec Loss 0.1592 LearningRate 0.0016 Epoch: 17 Global Step: 291760 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:43,950-Speed 3337.25 samples/sec Loss 0.1554 LearningRate 0.0016 Epoch: 17 Global Step: 291770 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:47,032-Speed 3323.96 samples/sec Loss 0.1646 LearningRate 0.0016 Epoch: 17 Global Step: 291780 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:50,099-Speed 3339.53 samples/sec Loss 0.1574 LearningRate 0.0016 Epoch: 17 Global Step: 291790 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:53,199-Speed 3304.05 samples/sec Loss 0.1698 LearningRate 0.0016 Epoch: 17 Global Step: 291800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:56,270-Speed 3334.70 samples/sec Loss 0.1661 LearningRate 0.0016 Epoch: 17 Global Step: 291810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:06:59,337-Speed 3340.12 samples/sec Loss 0.1720 LearningRate 0.0016 Epoch: 17 Global Step: 291820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:02,406-Speed 3336.82 samples/sec Loss 0.1743 LearningRate 0.0016 Epoch: 17 Global Step: 291830 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:05,475-Speed 3337.14 samples/sec Loss 0.1775 LearningRate 0.0016 Epoch: 17 Global Step: 291840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:08,557-Speed 3323.14 samples/sec Loss 0.1692 LearningRate 0.0016 Epoch: 17 Global Step: 291850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:11,625-Speed 3339.07 samples/sec Loss 0.1849 LearningRate 0.0016 Epoch: 17 Global Step: 291860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:14,692-Speed 3339.83 samples/sec Loss 0.1714 LearningRate 0.0016 Epoch: 17 Global Step: 291870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:17,795-Speed 3300.05 samples/sec Loss 0.1835 LearningRate 0.0016 Epoch: 17 Global Step: 291880 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:20,947-Speed 3250.07 samples/sec Loss 0.1775 LearningRate 0.0016 Epoch: 17 Global Step: 291890 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:24,039-Speed 3312.44 samples/sec Loss 0.1816 LearningRate 0.0016 Epoch: 17 Global Step: 291900 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:07:27,097-Speed 3349.67 samples/sec Loss 0.1580 LearningRate 0.0016 Epoch: 17 Global Step: 291910 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:30,172-Speed 3329.96 samples/sec Loss 0.1674 LearningRate 0.0016 Epoch: 17 Global Step: 291920 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:33,307-Speed 3266.97 samples/sec Loss 0.1676 LearningRate 0.0016 Epoch: 17 Global Step: 291930 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:36,397-Speed 3315.66 samples/sec Loss 0.1720 LearningRate 0.0016 Epoch: 17 Global Step: 291940 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:39,530-Speed 3269.00 samples/sec Loss 0.1709 LearningRate 0.0016 Epoch: 17 Global Step: 291950 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:42,632-Speed 3301.45 samples/sec Loss 0.1684 LearningRate 0.0016 Epoch: 17 Global Step: 291960 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:45,758-Speed 3276.42 samples/sec Loss 0.1536 LearningRate 0.0016 Epoch: 17 Global Step: 291970 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:48,871-Speed 3290.92 samples/sec Loss 0.1703 LearningRate 0.0016 Epoch: 17 Global Step: 291980 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:51,980-Speed 3293.71 samples/sec Loss 0.1752 LearningRate 0.0016 Epoch: 17 Global Step: 291990 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:07:55,147-Speed 3234.46 samples/sec Loss 0.1609 LearningRate 0.0016 Epoch: 17 Global Step: 292000 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:08:39,127-[lfw][292000]XNorm: 21.051618 Training: 2022-04-12 06:08:39,128-[lfw][292000]Accuracy-Flip: 0.99800+-0.00267 Training: 2022-04-12 06:08:39,128-[lfw][292000]Accuracy-Highest: 0.99817 Training: 2022-04-12 06:09:30,213-[cfp_fp][292000]XNorm: 22.689512 Training: 2022-04-12 06:09:30,213-[cfp_fp][292000]Accuracy-Flip: 0.99157+-0.00421 Training: 2022-04-12 06:09:30,214-[cfp_fp][292000]Accuracy-Highest: 0.99200 Training: 2022-04-12 06:10:14,158-[agedb_30][292000]XNorm: 23.059562 Training: 2022-04-12 06:10:14,158-[agedb_30][292000]Accuracy-Flip: 0.98533+-0.00614 Training: 2022-04-12 06:10:14,159-[agedb_30][292000]Accuracy-Highest: 0.98650 Training: 2022-04-12 06:10:17,329-Speed 72.02 samples/sec Loss 0.1672 LearningRate 0.0016 Epoch: 17 Global Step: 292010 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:10:20,477-Speed 3253.78 samples/sec Loss 0.1603 LearningRate 0.0016 Epoch: 17 Global Step: 292020 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:10:23,538-Speed 3346.18 samples/sec Loss 0.1815 LearningRate 0.0016 Epoch: 17 Global Step: 292030 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:10:26,665-Speed 3276.03 samples/sec Loss 0.1748 LearningRate 0.0016 Epoch: 17 Global Step: 292040 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:10:29,737-Speed 3333.23 samples/sec Loss 0.1687 LearningRate 0.0016 Epoch: 17 Global Step: 292050 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:10:32,803-Speed 3340.73 samples/sec Loss 0.1824 LearningRate 0.0016 Epoch: 17 Global Step: 292060 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:10:35,870-Speed 3340.12 samples/sec Loss 0.1738 LearningRate 0.0016 Epoch: 17 Global Step: 292070 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:10:38,943-Speed 3333.09 samples/sec Loss 0.1842 LearningRate 0.0016 Epoch: 17 Global Step: 292080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:10:42,034-Speed 3313.31 samples/sec Loss 0.1714 LearningRate 0.0016 Epoch: 17 Global Step: 292090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:10:45,117-Speed 3322.53 samples/sec Loss 0.1667 LearningRate 0.0016 Epoch: 17 Global Step: 292100 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:10:48,191-Speed 3331.56 samples/sec Loss 0.1574 LearningRate 0.0016 Epoch: 17 Global Step: 292110 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:10:51,254-Speed 3344.04 samples/sec Loss 0.1659 LearningRate 0.0016 Epoch: 17 Global Step: 292120 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:10:54,321-Speed 3339.73 samples/sec Loss 0.1799 LearningRate 0.0016 Epoch: 17 Global Step: 292130 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:10:57,382-Speed 3346.06 samples/sec Loss 0.1920 LearningRate 0.0016 Epoch: 17 Global Step: 292140 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:00,580-Speed 3203.10 samples/sec Loss 0.1650 LearningRate 0.0016 Epoch: 17 Global Step: 292150 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:03,676-Speed 3307.52 samples/sec Loss 0.1810 LearningRate 0.0016 Epoch: 17 Global Step: 292160 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:06,762-Speed 3319.35 samples/sec Loss 0.1773 LearningRate 0.0016 Epoch: 17 Global Step: 292170 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:09,828-Speed 3340.50 samples/sec Loss 0.1663 LearningRate 0.0016 Epoch: 17 Global Step: 292180 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:12,957-Speed 3273.53 samples/sec Loss 0.1716 LearningRate 0.0016 Epoch: 17 Global Step: 292190 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:16,131-Speed 3226.48 samples/sec Loss 0.1706 LearningRate 0.0016 Epoch: 17 Global Step: 292200 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:19,205-Speed 3332.56 samples/sec Loss 0.1687 LearningRate 0.0016 Epoch: 17 Global Step: 292210 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:22,269-Speed 3342.69 samples/sec Loss 0.1861 LearningRate 0.0016 Epoch: 17 Global Step: 292220 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:25,356-Speed 3318.13 samples/sec Loss 0.1677 LearningRate 0.0016 Epoch: 17 Global Step: 292230 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:28,498-Speed 3259.53 samples/sec Loss 0.1740 LearningRate 0.0016 Epoch: 17 Global Step: 292240 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:31,565-Speed 3339.19 samples/sec Loss 0.1711 LearningRate 0.0016 Epoch: 17 Global Step: 292250 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:34,729-Speed 3237.39 samples/sec Loss 0.1716 LearningRate 0.0015 Epoch: 17 Global Step: 292260 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:37,914-Speed 3216.06 samples/sec Loss 0.1696 LearningRate 0.0015 Epoch: 17 Global Step: 292270 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:41,066-Speed 3248.80 samples/sec Loss 0.1748 LearningRate 0.0015 Epoch: 17 Global Step: 292280 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:44,297-Speed 3169.89 samples/sec Loss 0.1785 LearningRate 0.0015 Epoch: 17 Global Step: 292290 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:11:47,450-Speed 3249.53 samples/sec Loss 0.1824 LearningRate 0.0015 Epoch: 17 Global Step: 292300 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:11:50,534-Speed 3320.67 samples/sec Loss 0.1669 LearningRate 0.0015 Epoch: 17 Global Step: 292310 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:11:53,588-Speed 3353.59 samples/sec Loss 0.1738 LearningRate 0.0015 Epoch: 17 Global Step: 292320 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:56,669-Speed 3325.09 samples/sec Loss 0.1804 LearningRate 0.0015 Epoch: 17 Global Step: 292330 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:11:59,834-Speed 3235.83 samples/sec Loss 0.1741 LearningRate 0.0015 Epoch: 17 Global Step: 292340 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:02,928-Speed 3310.36 samples/sec Loss 0.1700 LearningRate 0.0015 Epoch: 17 Global Step: 292350 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:06,122-Speed 3206.09 samples/sec Loss 0.1783 LearningRate 0.0015 Epoch: 17 Global Step: 292360 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:09,198-Speed 3330.34 samples/sec Loss 0.1828 LearningRate 0.0015 Epoch: 17 Global Step: 292370 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:12,317-Speed 3283.73 samples/sec Loss 0.1652 LearningRate 0.0015 Epoch: 17 Global Step: 292380 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:15,421-Speed 3300.08 samples/sec Loss 0.1700 LearningRate 0.0015 Epoch: 17 Global Step: 292390 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:18,497-Speed 3330.00 samples/sec Loss 0.1711 LearningRate 0.0015 Epoch: 17 Global Step: 292400 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:21,581-Speed 3321.34 samples/sec Loss 0.1624 LearningRate 0.0015 Epoch: 17 Global Step: 292410 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:12:24,645-Speed 3342.48 samples/sec Loss 0.1682 LearningRate 0.0015 Epoch: 17 Global Step: 292420 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:27,709-Speed 3342.42 samples/sec Loss 0.1704 LearningRate 0.0015 Epoch: 17 Global Step: 292430 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:30,869-Speed 3240.86 samples/sec Loss 0.1708 LearningRate 0.0015 Epoch: 17 Global Step: 292440 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:34,031-Speed 3239.28 samples/sec Loss 0.1562 LearningRate 0.0015 Epoch: 17 Global Step: 292450 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:37,167-Speed 3266.52 samples/sec Loss 0.1744 LearningRate 0.0015 Epoch: 17 Global Step: 292460 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:40,231-Speed 3342.90 samples/sec Loss 0.1795 LearningRate 0.0015 Epoch: 17 Global Step: 292470 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:43,368-Speed 3265.69 samples/sec Loss 0.1617 LearningRate 0.0015 Epoch: 17 Global Step: 292480 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:46,442-Speed 3331.73 samples/sec Loss 0.1705 LearningRate 0.0015 Epoch: 17 Global Step: 292490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:49,521-Speed 3326.67 samples/sec Loss 0.1739 LearningRate 0.0015 Epoch: 17 Global Step: 292500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:52,630-Speed 3294.23 samples/sec Loss 0.1674 LearningRate 0.0015 Epoch: 17 Global Step: 292510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:12:55,749-Speed 3283.41 samples/sec Loss 0.1787 LearningRate 0.0015 Epoch: 17 Global Step: 292520 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:12:58,835-Speed 3319.75 samples/sec Loss 0.1798 LearningRate 0.0015 Epoch: 17 Global Step: 292530 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:13:01,952-Speed 3285.20 samples/sec Loss 0.1711 LearningRate 0.0015 Epoch: 17 Global Step: 292540 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:05,057-Speed 3299.12 samples/sec Loss 0.1709 LearningRate 0.0015 Epoch: 17 Global Step: 292550 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:08,243-Speed 3215.23 samples/sec Loss 0.1732 LearningRate 0.0015 Epoch: 17 Global Step: 292560 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:11,387-Speed 3257.17 samples/sec Loss 0.1811 LearningRate 0.0015 Epoch: 17 Global Step: 292570 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:14,487-Speed 3304.21 samples/sec Loss 0.1812 LearningRate 0.0015 Epoch: 17 Global Step: 292580 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:17,548-Speed 3345.40 samples/sec Loss 0.1732 LearningRate 0.0015 Epoch: 17 Global Step: 292590 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:20,611-Speed 3344.24 samples/sec Loss 0.1848 LearningRate 0.0015 Epoch: 17 Global Step: 292600 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:23,694-Speed 3322.52 samples/sec Loss 0.1756 LearningRate 0.0015 Epoch: 17 Global Step: 292610 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:26,759-Speed 3341.51 samples/sec Loss 0.1666 LearningRate 0.0015 Epoch: 17 Global Step: 292620 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:29,851-Speed 3312.56 samples/sec Loss 0.1883 LearningRate 0.0015 Epoch: 17 Global Step: 292630 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:33,005-Speed 3248.12 samples/sec Loss 0.1559 LearningRate 0.0015 Epoch: 17 Global Step: 292640 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:36,154-Speed 3251.86 samples/sec Loss 0.1782 LearningRate 0.0015 Epoch: 17 Global Step: 292650 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:39,262-Speed 3295.81 samples/sec Loss 0.1753 LearningRate 0.0015 Epoch: 17 Global Step: 292660 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:13:42,339-Speed 3329.21 samples/sec Loss 0.1800 LearningRate 0.0015 Epoch: 17 Global Step: 292670 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:45,506-Speed 3233.22 samples/sec Loss 0.1775 LearningRate 0.0015 Epoch: 17 Global Step: 292680 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:48,630-Speed 3278.91 samples/sec Loss 0.1723 LearningRate 0.0015 Epoch: 17 Global Step: 292690 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:51,703-Speed 3333.17 samples/sec Loss 0.1702 LearningRate 0.0015 Epoch: 17 Global Step: 292700 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:54,771-Speed 3337.78 samples/sec Loss 0.1777 LearningRate 0.0015 Epoch: 17 Global Step: 292710 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:13:57,835-Speed 3343.08 samples/sec Loss 0.1638 LearningRate 0.0015 Epoch: 17 Global Step: 292720 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:00,925-Speed 3315.11 samples/sec Loss 0.1981 LearningRate 0.0015 Epoch: 17 Global Step: 292730 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:04,005-Speed 3325.74 samples/sec Loss 0.1712 LearningRate 0.0015 Epoch: 17 Global Step: 292740 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:07,098-Speed 3311.32 samples/sec Loss 0.1942 LearningRate 0.0015 Epoch: 17 Global Step: 292750 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:10,163-Speed 3342.03 samples/sec Loss 0.1746 LearningRate 0.0015 Epoch: 17 Global Step: 292760 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:13,237-Speed 3331.24 samples/sec Loss 0.1663 LearningRate 0.0015 Epoch: 17 Global Step: 292770 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:16,307-Speed 3336.33 samples/sec Loss 0.1753 LearningRate 0.0015 Epoch: 17 Global Step: 292780 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:19,407-Speed 3303.70 samples/sec Loss 0.1626 LearningRate 0.0015 Epoch: 17 Global Step: 292790 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:22,515-Speed 3295.47 samples/sec Loss 0.1766 LearningRate 0.0015 Epoch: 17 Global Step: 292800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:25,616-Speed 3303.66 samples/sec Loss 0.1749 LearningRate 0.0015 Epoch: 17 Global Step: 292810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:28,688-Speed 3334.41 samples/sec Loss 0.1746 LearningRate 0.0015 Epoch: 17 Global Step: 292820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:31,752-Speed 3342.71 samples/sec Loss 0.1574 LearningRate 0.0015 Epoch: 17 Global Step: 292830 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:34,830-Speed 3328.05 samples/sec Loss 0.1730 LearningRate 0.0015 Epoch: 17 Global Step: 292840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:37,911-Speed 3323.75 samples/sec Loss 0.1822 LearningRate 0.0015 Epoch: 17 Global Step: 292850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:40,980-Speed 3337.37 samples/sec Loss 0.1596 LearningRate 0.0015 Epoch: 17 Global Step: 292860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:44,034-Speed 3353.40 samples/sec Loss 0.1641 LearningRate 0.0015 Epoch: 17 Global Step: 292870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:47,110-Speed 3329.89 samples/sec Loss 0.1714 LearningRate 0.0015 Epoch: 17 Global Step: 292880 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:50,175-Speed 3341.88 samples/sec Loss 0.1718 LearningRate 0.0015 Epoch: 17 Global Step: 292890 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:53,255-Speed 3325.42 samples/sec Loss 0.1814 LearningRate 0.0015 Epoch: 17 Global Step: 292900 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:56,320-Speed 3341.38 samples/sec Loss 0.1711 LearningRate 0.0015 Epoch: 17 Global Step: 292910 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:14:59,429-Speed 3294.79 samples/sec Loss 0.1753 LearningRate 0.0015 Epoch: 17 Global Step: 292920 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:02,585-Speed 3245.77 samples/sec Loss 0.1574 LearningRate 0.0015 Epoch: 17 Global Step: 292930 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:05,709-Speed 3278.13 samples/sec Loss 0.1698 LearningRate 0.0015 Epoch: 17 Global Step: 292940 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:08,764-Speed 3352.94 samples/sec Loss 0.1665 LearningRate 0.0015 Epoch: 17 Global Step: 292950 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:11,831-Speed 3338.81 samples/sec Loss 0.1784 LearningRate 0.0015 Epoch: 17 Global Step: 292960 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:14,914-Speed 3322.57 samples/sec Loss 0.1839 LearningRate 0.0015 Epoch: 17 Global Step: 292970 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:17,981-Speed 3338.99 samples/sec Loss 0.1557 LearningRate 0.0015 Epoch: 17 Global Step: 292980 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:21,069-Speed 3316.89 samples/sec Loss 0.1761 LearningRate 0.0015 Epoch: 17 Global Step: 292990 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:24,158-Speed 3315.90 samples/sec Loss 0.1718 LearningRate 0.0015 Epoch: 17 Global Step: 293000 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:27,228-Speed 3337.20 samples/sec Loss 0.1714 LearningRate 0.0015 Epoch: 17 Global Step: 293010 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:30,310-Speed 3322.57 samples/sec Loss 0.1577 LearningRate 0.0015 Epoch: 17 Global Step: 293020 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:33,408-Speed 3306.88 samples/sec Loss 0.1790 LearningRate 0.0015 Epoch: 17 Global Step: 293030 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:36,487-Speed 3326.39 samples/sec Loss 0.1610 LearningRate 0.0015 Epoch: 17 Global Step: 293040 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:15:39,584-Speed 3306.38 samples/sec Loss 0.1593 LearningRate 0.0015 Epoch: 17 Global Step: 293050 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:42,736-Speed 3250.38 samples/sec Loss 0.1740 LearningRate 0.0015 Epoch: 17 Global Step: 293060 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:45,975-Speed 3161.93 samples/sec Loss 0.1731 LearningRate 0.0015 Epoch: 17 Global Step: 293070 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:49,106-Speed 3271.26 samples/sec Loss 0.1693 LearningRate 0.0015 Epoch: 17 Global Step: 293080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:52,190-Speed 3321.75 samples/sec Loss 0.1712 LearningRate 0.0015 Epoch: 17 Global Step: 293090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:55,264-Speed 3331.98 samples/sec Loss 0.1709 LearningRate 0.0015 Epoch: 17 Global Step: 293100 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:15:58,329-Speed 3342.02 samples/sec Loss 0.1696 LearningRate 0.0015 Epoch: 17 Global Step: 293110 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:16:01,461-Speed 3269.38 samples/sec Loss 0.1767 LearningRate 0.0015 Epoch: 17 Global Step: 293120 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:16:04,652-Speed 3209.72 samples/sec Loss 0.1799 LearningRate 0.0015 Epoch: 17 Global Step: 293130 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:16:07,765-Speed 3290.96 samples/sec Loss 0.1632 LearningRate 0.0015 Epoch: 17 Global Step: 293140 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:10,833-Speed 3338.11 samples/sec Loss 0.1844 LearningRate 0.0015 Epoch: 17 Global Step: 293150 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:13,902-Speed 3337.44 samples/sec Loss 0.1695 LearningRate 0.0015 Epoch: 17 Global Step: 293160 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:16,967-Speed 3341.67 samples/sec Loss 0.1741 LearningRate 0.0015 Epoch: 17 Global Step: 293170 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:20,091-Speed 3278.79 samples/sec Loss 0.1663 LearningRate 0.0015 Epoch: 17 Global Step: 293180 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:23,171-Speed 3324.99 samples/sec Loss 0.1731 LearningRate 0.0015 Epoch: 17 Global Step: 293190 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:26,236-Speed 3341.69 samples/sec Loss 0.1808 LearningRate 0.0015 Epoch: 17 Global Step: 293200 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:29,327-Speed 3314.45 samples/sec Loss 0.1948 LearningRate 0.0015 Epoch: 17 Global Step: 293210 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:32,427-Speed 3303.29 samples/sec Loss 0.1873 LearningRate 0.0015 Epoch: 17 Global Step: 293220 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:35,551-Speed 3279.15 samples/sec Loss 0.1593 LearningRate 0.0015 Epoch: 17 Global Step: 293230 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:38,628-Speed 3328.20 samples/sec Loss 0.1723 LearningRate 0.0015 Epoch: 17 Global Step: 293240 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:16:41,707-Speed 3326.82 samples/sec Loss 0.1668 LearningRate 0.0015 Epoch: 17 Global Step: 293250 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:16:44,771-Speed 3342.35 samples/sec Loss 0.1743 LearningRate 0.0015 Epoch: 17 Global Step: 293260 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:16:47,834-Speed 3344.75 samples/sec Loss 0.1747 LearningRate 0.0015 Epoch: 17 Global Step: 293270 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:50,948-Speed 3288.89 samples/sec Loss 0.1664 LearningRate 0.0015 Epoch: 17 Global Step: 293280 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:54,014-Speed 3340.38 samples/sec Loss 0.1533 LearningRate 0.0015 Epoch: 17 Global Step: 293290 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:16:57,130-Speed 3287.23 samples/sec Loss 0.1727 LearningRate 0.0015 Epoch: 17 Global Step: 293300 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:00,206-Speed 3328.95 samples/sec Loss 0.1693 LearningRate 0.0015 Epoch: 17 Global Step: 293310 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:03,302-Speed 3309.05 samples/sec Loss 0.1726 LearningRate 0.0015 Epoch: 17 Global Step: 293320 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:06,401-Speed 3304.16 samples/sec Loss 0.1692 LearningRate 0.0015 Epoch: 17 Global Step: 293330 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:09,482-Speed 3324.77 samples/sec Loss 0.1856 LearningRate 0.0015 Epoch: 17 Global Step: 293340 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:12,548-Speed 3341.04 samples/sec Loss 0.1639 LearningRate 0.0015 Epoch: 17 Global Step: 293350 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:15,622-Speed 3331.41 samples/sec Loss 0.1784 LearningRate 0.0015 Epoch: 17 Global Step: 293360 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:18,690-Speed 3338.61 samples/sec Loss 0.1701 LearningRate 0.0015 Epoch: 17 Global Step: 293370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:17:21,744-Speed 3353.77 samples/sec Loss 0.1756 LearningRate 0.0015 Epoch: 17 Global Step: 293380 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:24,834-Speed 3314.49 samples/sec Loss 0.1708 LearningRate 0.0015 Epoch: 17 Global Step: 293390 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:27,924-Speed 3315.27 samples/sec Loss 0.1728 LearningRate 0.0015 Epoch: 17 Global Step: 293400 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:31,003-Speed 3326.05 samples/sec Loss 0.1771 LearningRate 0.0015 Epoch: 17 Global Step: 293410 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:34,068-Speed 3341.70 samples/sec Loss 0.1657 LearningRate 0.0015 Epoch: 17 Global Step: 293420 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:37,133-Speed 3341.91 samples/sec Loss 0.1795 LearningRate 0.0015 Epoch: 17 Global Step: 293430 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:40,219-Speed 3318.89 samples/sec Loss 0.1684 LearningRate 0.0015 Epoch: 17 Global Step: 293440 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:43,370-Speed 3250.33 samples/sec Loss 0.1793 LearningRate 0.0015 Epoch: 17 Global Step: 293450 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:46,460-Speed 3315.12 samples/sec Loss 0.1808 LearningRate 0.0015 Epoch: 17 Global Step: 293460 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:49,560-Speed 3304.33 samples/sec Loss 0.1849 LearningRate 0.0015 Epoch: 17 Global Step: 293470 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:17:52,713-Speed 3248.20 samples/sec Loss 0.1691 LearningRate 0.0015 Epoch: 17 Global Step: 293480 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:17:55,790-Speed 3328.55 samples/sec Loss 0.1686 LearningRate 0.0015 Epoch: 17 Global Step: 293490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:17:58,875-Speed 3319.99 samples/sec Loss 0.1554 LearningRate 0.0015 Epoch: 17 Global Step: 293500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:02,087-Speed 3188.33 samples/sec Loss 0.1688 LearningRate 0.0015 Epoch: 17 Global Step: 293510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:05,169-Speed 3323.70 samples/sec Loss 0.1866 LearningRate 0.0015 Epoch: 17 Global Step: 293520 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:08,265-Speed 3309.18 samples/sec Loss 0.1604 LearningRate 0.0015 Epoch: 17 Global Step: 293530 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:11,399-Speed 3267.23 samples/sec Loss 0.1822 LearningRate 0.0015 Epoch: 17 Global Step: 293540 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:14,528-Speed 3273.25 samples/sec Loss 0.1811 LearningRate 0.0015 Epoch: 17 Global Step: 293550 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:17,615-Speed 3318.57 samples/sec Loss 0.1859 LearningRate 0.0015 Epoch: 17 Global Step: 293560 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:20,718-Speed 3300.68 samples/sec Loss 0.1805 LearningRate 0.0015 Epoch: 17 Global Step: 293570 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:23,828-Speed 3292.64 samples/sec Loss 0.1626 LearningRate 0.0015 Epoch: 17 Global Step: 293580 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:26,924-Speed 3309.09 samples/sec Loss 0.1726 LearningRate 0.0015 Epoch: 17 Global Step: 293590 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:30,005-Speed 3324.55 samples/sec Loss 0.1737 LearningRate 0.0015 Epoch: 17 Global Step: 293600 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:33,078-Speed 3332.68 samples/sec Loss 0.1649 LearningRate 0.0015 Epoch: 17 Global Step: 293610 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:18:36,158-Speed 3326.12 samples/sec Loss 0.1989 LearningRate 0.0015 Epoch: 17 Global Step: 293620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:39,241-Speed 3321.40 samples/sec Loss 0.1762 LearningRate 0.0014 Epoch: 17 Global Step: 293630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:42,334-Speed 3311.87 samples/sec Loss 0.1850 LearningRate 0.0014 Epoch: 17 Global Step: 293640 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:45,418-Speed 3321.14 samples/sec Loss 0.1762 LearningRate 0.0014 Epoch: 17 Global Step: 293650 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:48,509-Speed 3313.15 samples/sec Loss 0.1702 LearningRate 0.0014 Epoch: 17 Global Step: 293660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:51,660-Speed 3250.18 samples/sec Loss 0.1642 LearningRate 0.0014 Epoch: 17 Global Step: 293670 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:54,779-Speed 3284.45 samples/sec Loss 0.1666 LearningRate 0.0014 Epoch: 17 Global Step: 293680 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:18:57,959-Speed 3220.18 samples/sec Loss 0.1736 LearningRate 0.0014 Epoch: 17 Global Step: 293690 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:19:01,083-Speed 3279.19 samples/sec Loss 0.1721 LearningRate 0.0014 Epoch: 17 Global Step: 293700 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:19:04,206-Speed 3279.47 samples/sec Loss 0.1806 LearningRate 0.0014 Epoch: 17 Global Step: 293710 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:19:07,322-Speed 3286.93 samples/sec Loss 0.1700 LearningRate 0.0014 Epoch: 17 Global Step: 293720 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:19:10,432-Speed 3293.06 samples/sec Loss 0.1824 LearningRate 0.0014 Epoch: 17 Global Step: 293730 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:19:13,535-Speed 3301.63 samples/sec Loss 0.1693 LearningRate 0.0014 Epoch: 17 Global Step: 293740 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:19:16,645-Speed 3292.55 samples/sec Loss 0.1704 LearningRate 0.0014 Epoch: 17 Global Step: 293750 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:19:19,734-Speed 3316.22 samples/sec Loss 0.1738 LearningRate 0.0014 Epoch: 17 Global Step: 293760 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:19:22,905-Speed 3229.42 samples/sec Loss 0.1760 LearningRate 0.0014 Epoch: 17 Global Step: 293770 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:19:25,978-Speed 3334.02 samples/sec Loss 0.1721 LearningRate 0.0014 Epoch: 17 Global Step: 293780 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:29,042-Speed 3342.60 samples/sec Loss 0.1840 LearningRate 0.0014 Epoch: 17 Global Step: 293790 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:32,127-Speed 3320.28 samples/sec Loss 0.1618 LearningRate 0.0014 Epoch: 17 Global Step: 293800 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:35,393-Speed 3135.19 samples/sec Loss 0.1691 LearningRate 0.0014 Epoch: 17 Global Step: 293810 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:38,562-Speed 3232.56 samples/sec Loss 0.1685 LearningRate 0.0014 Epoch: 17 Global Step: 293820 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:41,623-Speed 3345.78 samples/sec Loss 0.1778 LearningRate 0.0014 Epoch: 17 Global Step: 293830 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:44,694-Speed 3335.12 samples/sec Loss 0.1609 LearningRate 0.0014 Epoch: 17 Global Step: 293840 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:47,777-Speed 3322.27 samples/sec Loss 0.1714 LearningRate 0.0014 Epoch: 17 Global Step: 293850 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:50,843-Speed 3341.21 samples/sec Loss 0.1752 LearningRate 0.0014 Epoch: 17 Global Step: 293860 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:53,910-Speed 3339.57 samples/sec Loss 0.1845 LearningRate 0.0014 Epoch: 17 Global Step: 293870 Fp16 Grad Scale: 32768 Required: 4 hours Training: 2022-04-12 06:19:56,987-Speed 3328.84 samples/sec Loss 0.1742 LearningRate 0.0014 Epoch: 17 Global Step: 293880 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:00,111-Speed 3278.48 samples/sec Loss 0.1891 LearningRate 0.0014 Epoch: 17 Global Step: 293890 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:03,175-Speed 3341.76 samples/sec Loss 0.1743 LearningRate 0.0014 Epoch: 17 Global Step: 293900 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:06,255-Speed 3326.39 samples/sec Loss 0.1750 LearningRate 0.0014 Epoch: 17 Global Step: 293910 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:09,350-Speed 3308.41 samples/sec Loss 0.1675 LearningRate 0.0014 Epoch: 17 Global Step: 293920 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:12,419-Speed 3337.91 samples/sec Loss 0.1762 LearningRate 0.0014 Epoch: 17 Global Step: 293930 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:15,492-Speed 3333.07 samples/sec Loss 0.1686 LearningRate 0.0014 Epoch: 17 Global Step: 293940 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:18,554-Speed 3345.46 samples/sec Loss 0.1721 LearningRate 0.0014 Epoch: 17 Global Step: 293950 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:21,636-Speed 3323.00 samples/sec Loss 0.1721 LearningRate 0.0014 Epoch: 17 Global Step: 293960 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:24,702-Speed 3340.02 samples/sec Loss 0.1721 LearningRate 0.0014 Epoch: 17 Global Step: 293970 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:20:27,772-Speed 3336.61 samples/sec Loss 0.1647 LearningRate 0.0014 Epoch: 17 Global Step: 293980 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:20:30,906-Speed 3268.54 samples/sec Loss 0.1666 LearningRate 0.0014 Epoch: 17 Global Step: 293990 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:20:33,978-Speed 3333.87 samples/sec Loss 0.1748 LearningRate 0.0014 Epoch: 17 Global Step: 294000 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:21:17,977-[lfw][294000]XNorm: 20.687133 Training: 2022-04-12 06:21:17,978-[lfw][294000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 06:21:17,978-[lfw][294000]Accuracy-Highest: 0.99817 Training: 2022-04-12 06:22:09,010-[cfp_fp][294000]XNorm: 22.257177 Training: 2022-04-12 06:22:09,010-[cfp_fp][294000]Accuracy-Flip: 0.99157+-0.00431 Training: 2022-04-12 06:22:09,011-[cfp_fp][294000]Accuracy-Highest: 0.99200 Training: 2022-04-12 06:22:52,921-[agedb_30][294000]XNorm: 22.570799 Training: 2022-04-12 06:22:52,922-[agedb_30][294000]Accuracy-Flip: 0.98600+-0.00549 Training: 2022-04-12 06:22:52,922-[agedb_30][294000]Accuracy-Highest: 0.98650 Training: 2022-04-12 06:22:56,058-Speed 72.07 samples/sec Loss 0.1553 LearningRate 0.0014 Epoch: 17 Global Step: 294010 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:22:59,137-Speed 3326.94 samples/sec Loss 0.1777 LearningRate 0.0014 Epoch: 17 Global Step: 294020 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:02,226-Speed 3315.79 samples/sec Loss 0.1745 LearningRate 0.0014 Epoch: 17 Global Step: 294030 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:05,335-Speed 3293.70 samples/sec Loss 0.1693 LearningRate 0.0014 Epoch: 17 Global Step: 294040 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:08,415-Speed 3325.69 samples/sec Loss 0.1792 LearningRate 0.0014 Epoch: 17 Global Step: 294050 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:11,478-Speed 3344.36 samples/sec Loss 0.1599 LearningRate 0.0014 Epoch: 17 Global Step: 294060 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:14,585-Speed 3296.32 samples/sec Loss 0.1753 LearningRate 0.0014 Epoch: 17 Global Step: 294070 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:17,670-Speed 3319.85 samples/sec Loss 0.1758 LearningRate 0.0014 Epoch: 17 Global Step: 294080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:20,797-Speed 3276.24 samples/sec Loss 0.1636 LearningRate 0.0014 Epoch: 17 Global Step: 294090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:23,883-Speed 3318.11 samples/sec Loss 0.1656 LearningRate 0.0014 Epoch: 17 Global Step: 294100 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:26,939-Speed 3351.85 samples/sec Loss 0.1629 LearningRate 0.0014 Epoch: 17 Global Step: 294110 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:30,003-Speed 3342.26 samples/sec Loss 0.1703 LearningRate 0.0014 Epoch: 17 Global Step: 294120 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:33,071-Speed 3338.64 samples/sec Loss 0.1809 LearningRate 0.0014 Epoch: 17 Global Step: 294130 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:36,180-Speed 3295.41 samples/sec Loss 0.1673 LearningRate 0.0014 Epoch: 17 Global Step: 294140 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:39,328-Speed 3252.94 samples/sec Loss 0.1638 LearningRate 0.0014 Epoch: 17 Global Step: 294150 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:42,405-Speed 3328.96 samples/sec Loss 0.1830 LearningRate 0.0014 Epoch: 17 Global Step: 294160 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:45,466-Speed 3346.01 samples/sec Loss 0.1720 LearningRate 0.0014 Epoch: 17 Global Step: 294170 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:48,534-Speed 3338.67 samples/sec Loss 0.1585 LearningRate 0.0014 Epoch: 17 Global Step: 294180 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:51,632-Speed 3305.92 samples/sec Loss 0.1801 LearningRate 0.0014 Epoch: 17 Global Step: 294190 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:54,708-Speed 3329.34 samples/sec Loss 0.1663 LearningRate 0.0014 Epoch: 17 Global Step: 294200 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:23:57,817-Speed 3294.23 samples/sec Loss 0.1936 LearningRate 0.0014 Epoch: 17 Global Step: 294210 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:00,905-Speed 3317.52 samples/sec Loss 0.1965 LearningRate 0.0014 Epoch: 17 Global Step: 294220 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:03,962-Speed 3350.85 samples/sec Loss 0.1902 LearningRate 0.0014 Epoch: 17 Global Step: 294230 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:07,037-Speed 3330.78 samples/sec Loss 0.1936 LearningRate 0.0014 Epoch: 17 Global Step: 294240 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:10,107-Speed 3335.44 samples/sec Loss 0.1812 LearningRate 0.0014 Epoch: 17 Global Step: 294250 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:13,174-Speed 3340.38 samples/sec Loss 0.1726 LearningRate 0.0014 Epoch: 17 Global Step: 294260 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:16,259-Speed 3319.70 samples/sec Loss 0.1799 LearningRate 0.0014 Epoch: 17 Global Step: 294270 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:19,339-Speed 3325.15 samples/sec Loss 0.1624 LearningRate 0.0014 Epoch: 17 Global Step: 294280 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:22,416-Speed 3328.52 samples/sec Loss 0.1716 LearningRate 0.0014 Epoch: 17 Global Step: 294290 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:25,500-Speed 3320.87 samples/sec Loss 0.1576 LearningRate 0.0014 Epoch: 17 Global Step: 294300 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:28,711-Speed 3190.10 samples/sec Loss 0.1732 LearningRate 0.0014 Epoch: 17 Global Step: 294310 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:31,822-Speed 3292.63 samples/sec Loss 0.1622 LearningRate 0.0014 Epoch: 17 Global Step: 294320 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:24:34,909-Speed 3317.46 samples/sec Loss 0.1628 LearningRate 0.0014 Epoch: 17 Global Step: 294330 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:37,980-Speed 3335.89 samples/sec Loss 0.1727 LearningRate 0.0014 Epoch: 17 Global Step: 294340 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:41,100-Speed 3282.01 samples/sec Loss 0.1634 LearningRate 0.0014 Epoch: 17 Global Step: 294350 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:44,215-Speed 3287.76 samples/sec Loss 0.1795 LearningRate 0.0014 Epoch: 17 Global Step: 294360 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:47,330-Speed 3288.43 samples/sec Loss 0.1781 LearningRate 0.0014 Epoch: 17 Global Step: 294370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:50,416-Speed 3318.78 samples/sec Loss 0.1739 LearningRate 0.0014 Epoch: 17 Global Step: 294380 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:53,545-Speed 3274.46 samples/sec Loss 0.1879 LearningRate 0.0014 Epoch: 17 Global Step: 294390 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:56,630-Speed 3319.57 samples/sec Loss 0.1690 LearningRate 0.0014 Epoch: 17 Global Step: 294400 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:24:59,763-Speed 3269.22 samples/sec Loss 0.1676 LearningRate 0.0014 Epoch: 17 Global Step: 294410 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:02,831-Speed 3339.00 samples/sec Loss 0.1711 LearningRate 0.0014 Epoch: 17 Global Step: 294420 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:05,892-Speed 3345.88 samples/sec Loss 0.1638 LearningRate 0.0014 Epoch: 17 Global Step: 294430 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:08,976-Speed 3320.98 samples/sec Loss 0.1614 LearningRate 0.0014 Epoch: 17 Global Step: 294440 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:12,038-Speed 3344.70 samples/sec Loss 0.1761 LearningRate 0.0014 Epoch: 17 Global Step: 294450 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:15,220-Speed 3219.07 samples/sec Loss 0.1816 LearningRate 0.0014 Epoch: 17 Global Step: 294460 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:18,288-Speed 3338.47 samples/sec Loss 0.1668 LearningRate 0.0014 Epoch: 17 Global Step: 294470 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:21,373-Speed 3320.26 samples/sec Loss 0.1729 LearningRate 0.0014 Epoch: 17 Global Step: 294480 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:24,451-Speed 3327.91 samples/sec Loss 0.1700 LearningRate 0.0014 Epoch: 17 Global Step: 294490 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:27,529-Speed 3327.20 samples/sec Loss 0.1680 LearningRate 0.0014 Epoch: 17 Global Step: 294500 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:30,758-Speed 3172.04 samples/sec Loss 0.1666 LearningRate 0.0014 Epoch: 17 Global Step: 294510 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:33,879-Speed 3281.97 samples/sec Loss 0.1755 LearningRate 0.0014 Epoch: 17 Global Step: 294520 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:36,958-Speed 3326.37 samples/sec Loss 0.1863 LearningRate 0.0014 Epoch: 17 Global Step: 294530 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:40,031-Speed 3332.60 samples/sec Loss 0.1653 LearningRate 0.0014 Epoch: 17 Global Step: 294540 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:43,111-Speed 3325.47 samples/sec Loss 0.1696 LearningRate 0.0014 Epoch: 17 Global Step: 294550 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:46,303-Speed 3208.53 samples/sec Loss 0.1542 LearningRate 0.0014 Epoch: 17 Global Step: 294560 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:49,389-Speed 3320.40 samples/sec Loss 0.1807 LearningRate 0.0014 Epoch: 17 Global Step: 294570 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:52,474-Speed 3319.06 samples/sec Loss 0.1695 LearningRate 0.0014 Epoch: 17 Global Step: 294580 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:25:55,554-Speed 3325.31 samples/sec Loss 0.1730 LearningRate 0.0014 Epoch: 17 Global Step: 294590 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:25:58,669-Speed 3288.37 samples/sec Loss 0.1899 LearningRate 0.0014 Epoch: 17 Global Step: 294600 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:01,762-Speed 3311.91 samples/sec Loss 0.1647 LearningRate 0.0014 Epoch: 17 Global Step: 294610 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:04,892-Speed 3271.30 samples/sec Loss 0.1757 LearningRate 0.0014 Epoch: 17 Global Step: 294620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:07,965-Speed 3333.47 samples/sec Loss 0.1731 LearningRate 0.0014 Epoch: 17 Global Step: 294630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:11,079-Speed 3289.14 samples/sec Loss 0.1654 LearningRate 0.0014 Epoch: 17 Global Step: 294640 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:14,167-Speed 3317.23 samples/sec Loss 0.1700 LearningRate 0.0014 Epoch: 17 Global Step: 294650 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:17,337-Speed 3230.84 samples/sec Loss 0.1753 LearningRate 0.0014 Epoch: 17 Global Step: 294660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:20,403-Speed 3341.39 samples/sec Loss 0.1761 LearningRate 0.0014 Epoch: 17 Global Step: 294670 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:23,467-Speed 3342.07 samples/sec Loss 0.1591 LearningRate 0.0014 Epoch: 17 Global Step: 294680 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:26,520-Speed 3355.30 samples/sec Loss 0.1745 LearningRate 0.0014 Epoch: 17 Global Step: 294690 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:26:29,591-Speed 3335.39 samples/sec Loss 0.1653 LearningRate 0.0014 Epoch: 17 Global Step: 294700 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:32,659-Speed 3338.48 samples/sec Loss 0.1810 LearningRate 0.0014 Epoch: 17 Global Step: 294710 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:35,742-Speed 3321.60 samples/sec Loss 0.1702 LearningRate 0.0014 Epoch: 17 Global Step: 294720 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:38,828-Speed 3319.60 samples/sec Loss 0.1637 LearningRate 0.0014 Epoch: 17 Global Step: 294730 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:41,905-Speed 3328.75 samples/sec Loss 0.1771 LearningRate 0.0014 Epoch: 17 Global Step: 294740 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:44,997-Speed 3311.96 samples/sec Loss 0.1811 LearningRate 0.0014 Epoch: 17 Global Step: 294750 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:48,171-Speed 3227.21 samples/sec Loss 0.1659 LearningRate 0.0014 Epoch: 17 Global Step: 294760 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:51,334-Speed 3238.33 samples/sec Loss 0.1777 LearningRate 0.0014 Epoch: 17 Global Step: 294770 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:54,531-Speed 3203.63 samples/sec Loss 0.1706 LearningRate 0.0014 Epoch: 17 Global Step: 294780 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:26:57,773-Speed 3158.62 samples/sec Loss 0.1749 LearningRate 0.0014 Epoch: 17 Global Step: 294790 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:27:00,923-Speed 3252.00 samples/sec Loss 0.1671 LearningRate 0.0014 Epoch: 17 Global Step: 294800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:04,080-Speed 3244.69 samples/sec Loss 0.1670 LearningRate 0.0014 Epoch: 17 Global Step: 294810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:07,234-Speed 3247.13 samples/sec Loss 0.1744 LearningRate 0.0014 Epoch: 17 Global Step: 294820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:10,310-Speed 3329.67 samples/sec Loss 0.1703 LearningRate 0.0014 Epoch: 17 Global Step: 294830 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:13,378-Speed 3338.89 samples/sec Loss 0.1627 LearningRate 0.0014 Epoch: 17 Global Step: 294840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:16,555-Speed 3224.21 samples/sec Loss 0.1728 LearningRate 0.0014 Epoch: 17 Global Step: 294850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:19,677-Speed 3279.93 samples/sec Loss 0.1861 LearningRate 0.0014 Epoch: 17 Global Step: 294860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:22,831-Speed 3247.60 samples/sec Loss 0.1819 LearningRate 0.0014 Epoch: 17 Global Step: 294870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:25,922-Speed 3313.99 samples/sec Loss 0.1718 LearningRate 0.0014 Epoch: 17 Global Step: 294880 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:28,997-Speed 3330.63 samples/sec Loss 0.1806 LearningRate 0.0014 Epoch: 17 Global Step: 294890 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:32,060-Speed 3343.53 samples/sec Loss 0.1567 LearningRate 0.0014 Epoch: 17 Global Step: 294900 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:35,137-Speed 3329.19 samples/sec Loss 0.1714 LearningRate 0.0014 Epoch: 17 Global Step: 294910 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:38,269-Speed 3270.25 samples/sec Loss 0.1700 LearningRate 0.0014 Epoch: 17 Global Step: 294920 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:41,352-Speed 3322.35 samples/sec Loss 0.1650 LearningRate 0.0014 Epoch: 17 Global Step: 294930 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:44,432-Speed 3325.66 samples/sec Loss 0.1703 LearningRate 0.0014 Epoch: 17 Global Step: 294940 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:47,500-Speed 3338.34 samples/sec Loss 0.1812 LearningRate 0.0014 Epoch: 17 Global Step: 294950 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:50,577-Speed 3328.04 samples/sec Loss 0.1811 LearningRate 0.0014 Epoch: 17 Global Step: 294960 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:53,650-Speed 3333.72 samples/sec Loss 0.1617 LearningRate 0.0014 Epoch: 17 Global Step: 294970 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:56,725-Speed 3330.91 samples/sec Loss 0.1708 LearningRate 0.0014 Epoch: 17 Global Step: 294980 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:27:59,797-Speed 3334.01 samples/sec Loss 0.1675 LearningRate 0.0014 Epoch: 17 Global Step: 294990 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:02,865-Speed 3338.51 samples/sec Loss 0.1609 LearningRate 0.0014 Epoch: 17 Global Step: 295000 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:28:05,950-Speed 3319.68 samples/sec Loss 0.1690 LearningRate 0.0014 Epoch: 17 Global Step: 295010 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:28:09,032-Speed 3322.84 samples/sec Loss 0.1799 LearningRate 0.0014 Epoch: 17 Global Step: 295020 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:12,198-Speed 3235.22 samples/sec Loss 0.1747 LearningRate 0.0014 Epoch: 17 Global Step: 295030 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:15,290-Speed 3312.99 samples/sec Loss 0.1777 LearningRate 0.0013 Epoch: 17 Global Step: 295040 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:18,362-Speed 3334.26 samples/sec Loss 0.1809 LearningRate 0.0013 Epoch: 17 Global Step: 295050 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:21,449-Speed 3317.89 samples/sec Loss 0.1668 LearningRate 0.0013 Epoch: 17 Global Step: 295060 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:24,545-Speed 3308.06 samples/sec Loss 0.1760 LearningRate 0.0013 Epoch: 17 Global Step: 295070 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:27,620-Speed 3331.04 samples/sec Loss 0.1685 LearningRate 0.0013 Epoch: 17 Global Step: 295080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:30,725-Speed 3298.22 samples/sec Loss 0.1743 LearningRate 0.0013 Epoch: 17 Global Step: 295090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:33,806-Speed 3325.13 samples/sec Loss 0.1889 LearningRate 0.0013 Epoch: 17 Global Step: 295100 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:36,892-Speed 3318.24 samples/sec Loss 0.1764 LearningRate 0.0013 Epoch: 17 Global Step: 295110 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:39,985-Speed 3312.53 samples/sec Loss 0.1507 LearningRate 0.0013 Epoch: 17 Global Step: 295120 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:28:43,140-Speed 3245.42 samples/sec Loss 0.1654 LearningRate 0.0013 Epoch: 17 Global Step: 295130 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:46,213-Speed 3333.49 samples/sec Loss 0.1654 LearningRate 0.0013 Epoch: 17 Global Step: 295140 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:49,298-Speed 3320.51 samples/sec Loss 0.1746 LearningRate 0.0013 Epoch: 17 Global Step: 295150 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:52,435-Speed 3264.76 samples/sec Loss 0.1706 LearningRate 0.0013 Epoch: 17 Global Step: 295160 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:55,505-Speed 3335.56 samples/sec Loss 0.1793 LearningRate 0.0013 Epoch: 17 Global Step: 295170 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:28:58,658-Speed 3249.19 samples/sec Loss 0.1674 LearningRate 0.0013 Epoch: 17 Global Step: 295180 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:01,739-Speed 3324.79 samples/sec Loss 0.1696 LearningRate 0.0013 Epoch: 17 Global Step: 295190 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:04,834-Speed 3309.44 samples/sec Loss 0.1620 LearningRate 0.0013 Epoch: 17 Global Step: 295200 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:07,954-Speed 3282.02 samples/sec Loss 0.1766 LearningRate 0.0013 Epoch: 17 Global Step: 295210 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:11,042-Speed 3317.64 samples/sec Loss 0.1786 LearningRate 0.0013 Epoch: 17 Global Step: 295220 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:14,262-Speed 3180.09 samples/sec Loss 0.1562 LearningRate 0.0013 Epoch: 17 Global Step: 295230 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:29:17,335-Speed 3333.80 samples/sec Loss 0.1621 LearningRate 0.0013 Epoch: 17 Global Step: 295240 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:20,496-Speed 3239.82 samples/sec Loss 0.1719 LearningRate 0.0013 Epoch: 17 Global Step: 295250 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:23,725-Speed 3172.42 samples/sec Loss 0.1766 LearningRate 0.0013 Epoch: 17 Global Step: 295260 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:26,996-Speed 3130.88 samples/sec Loss 0.1788 LearningRate 0.0013 Epoch: 17 Global Step: 295270 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:30,140-Speed 3258.17 samples/sec Loss 0.1693 LearningRate 0.0013 Epoch: 17 Global Step: 295280 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:33,341-Speed 3199.27 samples/sec Loss 0.1710 LearningRate 0.0013 Epoch: 17 Global Step: 295290 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:36,521-Speed 3220.86 samples/sec Loss 0.1650 LearningRate 0.0013 Epoch: 17 Global Step: 295300 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:39,612-Speed 3313.72 samples/sec Loss 0.1881 LearningRate 0.0013 Epoch: 17 Global Step: 295310 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:42,706-Speed 3310.64 samples/sec Loss 0.1760 LearningRate 0.0013 Epoch: 17 Global Step: 295320 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:45,788-Speed 3323.01 samples/sec Loss 0.1757 LearningRate 0.0013 Epoch: 17 Global Step: 295330 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:29:48,908-Speed 3282.91 samples/sec Loss 0.1805 LearningRate 0.0013 Epoch: 17 Global Step: 295340 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:52,123-Speed 3186.62 samples/sec Loss 0.1642 LearningRate 0.0013 Epoch: 17 Global Step: 295350 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:55,271-Speed 3253.23 samples/sec Loss 0.1623 LearningRate 0.0013 Epoch: 17 Global Step: 295360 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:29:58,380-Speed 3294.38 samples/sec Loss 0.1913 LearningRate 0.0013 Epoch: 17 Global Step: 295370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:01,500-Speed 3282.81 samples/sec Loss 0.1764 LearningRate 0.0013 Epoch: 17 Global Step: 295380 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:04,601-Speed 3302.36 samples/sec Loss 0.1766 LearningRate 0.0013 Epoch: 17 Global Step: 295390 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:07,678-Speed 3328.57 samples/sec Loss 0.1669 LearningRate 0.0013 Epoch: 17 Global Step: 295400 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:10,857-Speed 3222.36 samples/sec Loss 0.1851 LearningRate 0.0013 Epoch: 17 Global Step: 295410 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:13,966-Speed 3294.92 samples/sec Loss 0.1831 LearningRate 0.0013 Epoch: 17 Global Step: 295420 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:17,051-Speed 3320.24 samples/sec Loss 0.1660 LearningRate 0.0013 Epoch: 17 Global Step: 295430 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:20,140-Speed 3315.57 samples/sec Loss 0.1695 LearningRate 0.0013 Epoch: 17 Global Step: 295440 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:23,314-Speed 3226.92 samples/sec Loss 0.1622 LearningRate 0.0013 Epoch: 17 Global Step: 295450 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:26,504-Speed 3210.09 samples/sec Loss 0.1710 LearningRate 0.0013 Epoch: 17 Global Step: 295460 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:29,603-Speed 3305.22 samples/sec Loss 0.1781 LearningRate 0.0013 Epoch: 17 Global Step: 295470 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:32,672-Speed 3337.79 samples/sec Loss 0.1696 LearningRate 0.0013 Epoch: 17 Global Step: 295480 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:35,752-Speed 3325.49 samples/sec Loss 0.1723 LearningRate 0.0013 Epoch: 17 Global Step: 295490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:38,844-Speed 3312.02 samples/sec Loss 0.1675 LearningRate 0.0013 Epoch: 17 Global Step: 295500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:41,918-Speed 3331.91 samples/sec Loss 0.1739 LearningRate 0.0013 Epoch: 17 Global Step: 295510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:45,067-Speed 3253.11 samples/sec Loss 0.1510 LearningRate 0.0013 Epoch: 17 Global Step: 295520 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:48,231-Speed 3237.45 samples/sec Loss 0.1759 LearningRate 0.0013 Epoch: 17 Global Step: 295530 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:51,304-Speed 3332.13 samples/sec Loss 0.1665 LearningRate 0.0013 Epoch: 17 Global Step: 295540 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:54,375-Speed 3334.94 samples/sec Loss 0.1585 LearningRate 0.0013 Epoch: 17 Global Step: 295550 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:30:57,452-Speed 3328.53 samples/sec Loss 0.1635 LearningRate 0.0013 Epoch: 17 Global Step: 295560 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:00,521-Speed 3338.27 samples/sec Loss 0.1715 LearningRate 0.0013 Epoch: 17 Global Step: 295570 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:03,594-Speed 3332.43 samples/sec Loss 0.1731 LearningRate 0.0013 Epoch: 17 Global Step: 295580 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:06,662-Speed 3337.93 samples/sec Loss 0.1608 LearningRate 0.0013 Epoch: 17 Global Step: 295590 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:09,752-Speed 3315.06 samples/sec Loss 0.1746 LearningRate 0.0013 Epoch: 17 Global Step: 295600 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:12,826-Speed 3332.52 samples/sec Loss 0.1848 LearningRate 0.0013 Epoch: 17 Global Step: 295610 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:15,904-Speed 3327.30 samples/sec Loss 0.1786 LearningRate 0.0013 Epoch: 17 Global Step: 295620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:19,012-Speed 3295.87 samples/sec Loss 0.1838 LearningRate 0.0013 Epoch: 17 Global Step: 295630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:22,082-Speed 3335.41 samples/sec Loss 0.1787 LearningRate 0.0013 Epoch: 17 Global Step: 295640 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:31:25,176-Speed 3310.42 samples/sec Loss 0.1630 LearningRate 0.0013 Epoch: 17 Global Step: 295650 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:31:28,236-Speed 3347.79 samples/sec Loss 0.1651 LearningRate 0.0013 Epoch: 17 Global Step: 295660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:31,473-Speed 3164.45 samples/sec Loss 0.1699 LearningRate 0.0013 Epoch: 17 Global Step: 295670 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:34,566-Speed 3311.24 samples/sec Loss 0.1753 LearningRate 0.0013 Epoch: 17 Global Step: 295680 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:37,732-Speed 3235.40 samples/sec Loss 0.1857 LearningRate 0.0013 Epoch: 17 Global Step: 295690 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:40,969-Speed 3163.61 samples/sec Loss 0.1729 LearningRate 0.0013 Epoch: 17 Global Step: 295700 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:44,224-Speed 3146.80 samples/sec Loss 0.1639 LearningRate 0.0013 Epoch: 17 Global Step: 295710 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:47,301-Speed 3329.43 samples/sec Loss 0.1552 LearningRate 0.0013 Epoch: 17 Global Step: 295720 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:50,378-Speed 3327.84 samples/sec Loss 0.1700 LearningRate 0.0013 Epoch: 17 Global Step: 295730 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:53,471-Speed 3312.05 samples/sec Loss 0.1728 LearningRate 0.0013 Epoch: 17 Global Step: 295740 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:56,537-Speed 3340.65 samples/sec Loss 0.1747 LearningRate 0.0013 Epoch: 17 Global Step: 295750 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:31:59,606-Speed 3336.28 samples/sec Loss 0.1766 LearningRate 0.0013 Epoch: 17 Global Step: 295760 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:32:02,690-Speed 3321.92 samples/sec Loss 0.1637 LearningRate 0.0013 Epoch: 17 Global Step: 295770 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:32:05,755-Speed 3342.16 samples/sec Loss 0.1768 LearningRate 0.0013 Epoch: 17 Global Step: 295780 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:08,838-Speed 3321.99 samples/sec Loss 0.1668 LearningRate 0.0013 Epoch: 17 Global Step: 295790 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:11,955-Speed 3285.85 samples/sec Loss 0.1795 LearningRate 0.0013 Epoch: 17 Global Step: 295800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:15,087-Speed 3269.65 samples/sec Loss 0.1590 LearningRate 0.0013 Epoch: 17 Global Step: 295810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:18,207-Speed 3283.14 samples/sec Loss 0.1700 LearningRate 0.0013 Epoch: 17 Global Step: 295820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:21,289-Speed 3323.16 samples/sec Loss 0.1696 LearningRate 0.0013 Epoch: 17 Global Step: 295830 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:24,456-Speed 3233.90 samples/sec Loss 0.1703 LearningRate 0.0013 Epoch: 17 Global Step: 295840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:27,538-Speed 3323.26 samples/sec Loss 0.1695 LearningRate 0.0013 Epoch: 17 Global Step: 295850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:30,618-Speed 3325.67 samples/sec Loss 0.1691 LearningRate 0.0013 Epoch: 17 Global Step: 295860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:33,721-Speed 3301.52 samples/sec Loss 0.1675 LearningRate 0.0013 Epoch: 17 Global Step: 295870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:36,796-Speed 3329.83 samples/sec Loss 0.1761 LearningRate 0.0013 Epoch: 17 Global Step: 295880 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:32:39,893-Speed 3307.90 samples/sec Loss 0.1730 LearningRate 0.0013 Epoch: 17 Global Step: 295890 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:32:42,973-Speed 3324.89 samples/sec Loss 0.1921 LearningRate 0.0013 Epoch: 17 Global Step: 295900 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:46,065-Speed 3312.40 samples/sec Loss 0.1619 LearningRate 0.0013 Epoch: 17 Global Step: 295910 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:49,162-Speed 3307.17 samples/sec Loss 0.1740 LearningRate 0.0013 Epoch: 17 Global Step: 295920 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:52,278-Speed 3286.91 samples/sec Loss 0.1620 LearningRate 0.0013 Epoch: 17 Global Step: 295930 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:55,529-Speed 3151.70 samples/sec Loss 0.1729 LearningRate 0.0013 Epoch: 17 Global Step: 295940 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:32:58,656-Speed 3275.12 samples/sec Loss 0.1771 LearningRate 0.0013 Epoch: 17 Global Step: 295950 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:33:01,776-Speed 3282.70 samples/sec Loss 0.1796 LearningRate 0.0013 Epoch: 17 Global Step: 295960 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:33:04,843-Speed 3339.58 samples/sec Loss 0.1638 LearningRate 0.0013 Epoch: 17 Global Step: 295970 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:33:07,991-Speed 3253.16 samples/sec Loss 0.1719 LearningRate 0.0013 Epoch: 17 Global Step: 295980 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:33:11,077-Speed 3319.00 samples/sec Loss 0.1745 LearningRate 0.0013 Epoch: 17 Global Step: 295990 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:33:14,141-Speed 3342.63 samples/sec Loss 0.1863 LearningRate 0.0013 Epoch: 17 Global Step: 296000 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:33:57,915-[lfw][296000]XNorm: 20.652361 Training: 2022-04-12 06:33:57,916-[lfw][296000]Accuracy-Flip: 0.99767+-0.00249 Training: 2022-04-12 06:33:57,916-[lfw][296000]Accuracy-Highest: 0.99817 Training: 2022-04-12 06:34:48,661-[cfp_fp][296000]XNorm: 22.501334 Training: 2022-04-12 06:34:48,662-[cfp_fp][296000]Accuracy-Flip: 0.99071+-0.00439 Training: 2022-04-12 06:34:48,662-[cfp_fp][296000]Accuracy-Highest: 0.99200 Training: 2022-04-12 06:35:32,316-[agedb_30][296000]XNorm: 22.638173 Training: 2022-04-12 06:35:32,316-[agedb_30][296000]Accuracy-Flip: 0.98633+-0.00586 Training: 2022-04-12 06:35:32,317-[agedb_30][296000]Accuracy-Highest: 0.98650 Training: 2022-04-12 06:35:35,402-Speed 72.49 samples/sec Loss 0.1711 LearningRate 0.0013 Epoch: 17 Global Step: 296010 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:35:38,462-Speed 3347.08 samples/sec Loss 0.1881 LearningRate 0.0013 Epoch: 17 Global Step: 296020 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:35:41,526-Speed 3343.15 samples/sec Loss 0.1669 LearningRate 0.0013 Epoch: 17 Global Step: 296030 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:35:44,606-Speed 3325.46 samples/sec Loss 0.1805 LearningRate 0.0013 Epoch: 17 Global Step: 296040 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:35:47,682-Speed 3330.54 samples/sec Loss 0.1690 LearningRate 0.0013 Epoch: 17 Global Step: 296050 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:35:50,753-Speed 3334.75 samples/sec Loss 0.1631 LearningRate 0.0013 Epoch: 17 Global Step: 296060 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:35:53,831-Speed 3327.90 samples/sec Loss 0.1513 LearningRate 0.0013 Epoch: 17 Global Step: 296070 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:35:56,952-Speed 3281.63 samples/sec Loss 0.1707 LearningRate 0.0013 Epoch: 17 Global Step: 296080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:36:00,165-Speed 3187.24 samples/sec Loss 0.1678 LearningRate 0.0013 Epoch: 17 Global Step: 296090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:36:03,233-Speed 3338.59 samples/sec Loss 0.1880 LearningRate 0.0013 Epoch: 17 Global Step: 296100 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:36:06,349-Speed 3286.93 samples/sec Loss 0.1634 LearningRate 0.0013 Epoch: 17 Global Step: 296110 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:36:09,509-Speed 3241.54 samples/sec Loss 0.1908 LearningRate 0.0013 Epoch: 17 Global Step: 296120 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:12,614-Speed 3298.50 samples/sec Loss 0.1666 LearningRate 0.0013 Epoch: 17 Global Step: 296130 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:15,755-Speed 3261.20 samples/sec Loss 0.1679 LearningRate 0.0013 Epoch: 17 Global Step: 296140 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:18,860-Speed 3298.83 samples/sec Loss 0.1799 LearningRate 0.0013 Epoch: 17 Global Step: 296150 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:21,918-Speed 3349.86 samples/sec Loss 0.1671 LearningRate 0.0013 Epoch: 17 Global Step: 296160 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:25,051-Speed 3268.90 samples/sec Loss 0.1722 LearningRate 0.0013 Epoch: 17 Global Step: 296170 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:28,133-Speed 3323.57 samples/sec Loss 0.1542 LearningRate 0.0013 Epoch: 17 Global Step: 296180 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:31,238-Speed 3298.19 samples/sec Loss 0.1653 LearningRate 0.0013 Epoch: 17 Global Step: 296190 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:34,328-Speed 3315.20 samples/sec Loss 0.1675 LearningRate 0.0013 Epoch: 17 Global Step: 296200 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:37,391-Speed 3343.94 samples/sec Loss 0.1668 LearningRate 0.0013 Epoch: 17 Global Step: 296210 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:40,456-Speed 3341.05 samples/sec Loss 0.1629 LearningRate 0.0013 Epoch: 17 Global Step: 296220 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:36:43,517-Speed 3346.16 samples/sec Loss 0.1683 LearningRate 0.0013 Epoch: 17 Global Step: 296230 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:36:46,627-Speed 3293.54 samples/sec Loss 0.1756 LearningRate 0.0013 Epoch: 17 Global Step: 296240 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:36:49,714-Speed 3318.09 samples/sec Loss 0.1748 LearningRate 0.0013 Epoch: 17 Global Step: 296250 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:52,776-Speed 3344.77 samples/sec Loss 0.1798 LearningRate 0.0013 Epoch: 17 Global Step: 296260 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:55,861-Speed 3320.09 samples/sec Loss 0.1775 LearningRate 0.0013 Epoch: 17 Global Step: 296270 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:36:58,927-Speed 3341.01 samples/sec Loss 0.1682 LearningRate 0.0013 Epoch: 17 Global Step: 296280 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:37:02,063-Speed 3266.53 samples/sec Loss 0.1970 LearningRate 0.0013 Epoch: 17 Global Step: 296290 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:37:05,131-Speed 3338.20 samples/sec Loss 0.1844 LearningRate 0.0013 Epoch: 17 Global Step: 296300 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:37:08,208-Speed 3327.93 samples/sec Loss 0.1713 LearningRate 0.0013 Epoch: 17 Global Step: 296310 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:37:11,296-Speed 3316.64 samples/sec Loss 0.1787 LearningRate 0.0013 Epoch: 17 Global Step: 296320 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:37:14,435-Speed 3263.63 samples/sec Loss 0.1715 LearningRate 0.0013 Epoch: 17 Global Step: 296330 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:37:17,660-Speed 3175.94 samples/sec Loss 0.1629 LearningRate 0.0013 Epoch: 17 Global Step: 296340 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:37:20,748-Speed 3315.80 samples/sec Loss 0.1751 LearningRate 0.0013 Epoch: 17 Global Step: 296350 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:23,817-Speed 3337.61 samples/sec Loss 0.1739 LearningRate 0.0013 Epoch: 17 Global Step: 296360 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:26,883-Speed 3341.12 samples/sec Loss 0.1604 LearningRate 0.0013 Epoch: 17 Global Step: 296370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:29,945-Speed 3344.43 samples/sec Loss 0.1636 LearningRate 0.0013 Epoch: 17 Global Step: 296380 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:33,070-Speed 3278.31 samples/sec Loss 0.1862 LearningRate 0.0013 Epoch: 17 Global Step: 296390 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:36,147-Speed 3328.23 samples/sec Loss 0.1734 LearningRate 0.0013 Epoch: 17 Global Step: 296400 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:39,238-Speed 3313.87 samples/sec Loss 0.1669 LearningRate 0.0013 Epoch: 17 Global Step: 296410 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:42,316-Speed 3326.66 samples/sec Loss 0.1691 LearningRate 0.0013 Epoch: 17 Global Step: 296420 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:45,391-Speed 3331.41 samples/sec Loss 0.1674 LearningRate 0.0013 Epoch: 17 Global Step: 296430 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:48,458-Speed 3339.22 samples/sec Loss 0.1685 LearningRate 0.0013 Epoch: 17 Global Step: 296440 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:51,515-Speed 3351.36 samples/sec Loss 0.1720 LearningRate 0.0013 Epoch: 17 Global Step: 296450 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:54,581-Speed 3340.58 samples/sec Loss 0.1659 LearningRate 0.0013 Epoch: 17 Global Step: 296460 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:37:57,748-Speed 3234.10 samples/sec Loss 0.1778 LearningRate 0.0013 Epoch: 17 Global Step: 296470 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:00,846-Speed 3305.47 samples/sec Loss 0.1721 LearningRate 0.0013 Epoch: 17 Global Step: 296480 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:04,078-Speed 3169.09 samples/sec Loss 0.1762 LearningRate 0.0013 Epoch: 17 Global Step: 296490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:07,304-Speed 3175.44 samples/sec Loss 0.1591 LearningRate 0.0012 Epoch: 17 Global Step: 296500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:10,449-Speed 3256.00 samples/sec Loss 0.1734 LearningRate 0.0012 Epoch: 17 Global Step: 296510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:13,622-Speed 3227.77 samples/sec Loss 0.1741 LearningRate 0.0012 Epoch: 17 Global Step: 296520 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:16,777-Speed 3246.61 samples/sec Loss 0.1834 LearningRate 0.0012 Epoch: 17 Global Step: 296530 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:19,862-Speed 3320.95 samples/sec Loss 0.1598 LearningRate 0.0012 Epoch: 17 Global Step: 296540 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:22,977-Speed 3288.09 samples/sec Loss 0.1753 LearningRate 0.0012 Epoch: 17 Global Step: 296550 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:38:26,048-Speed 3334.50 samples/sec Loss 0.1674 LearningRate 0.0012 Epoch: 17 Global Step: 296560 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:38:29,105-Speed 3351.06 samples/sec Loss 0.1643 LearningRate 0.0012 Epoch: 17 Global Step: 296570 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:32,209-Speed 3299.65 samples/sec Loss 0.1715 LearningRate 0.0012 Epoch: 17 Global Step: 296580 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:35,281-Speed 3333.87 samples/sec Loss 0.1731 LearningRate 0.0012 Epoch: 17 Global Step: 296590 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:38,415-Speed 3267.57 samples/sec Loss 0.1689 LearningRate 0.0012 Epoch: 17 Global Step: 296600 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:41,586-Speed 3230.62 samples/sec Loss 0.1634 LearningRate 0.0012 Epoch: 17 Global Step: 296610 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:44,706-Speed 3282.71 samples/sec Loss 0.1784 LearningRate 0.0012 Epoch: 17 Global Step: 296620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:47,864-Speed 3243.51 samples/sec Loss 0.1836 LearningRate 0.0012 Epoch: 17 Global Step: 296630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:51,051-Speed 3214.36 samples/sec Loss 0.1738 LearningRate 0.0012 Epoch: 17 Global Step: 296640 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:54,222-Speed 3229.52 samples/sec Loss 0.1746 LearningRate 0.0012 Epoch: 17 Global Step: 296650 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:38:57,422-Speed 3201.26 samples/sec Loss 0.1840 LearningRate 0.0012 Epoch: 17 Global Step: 296660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:00,552-Speed 3271.81 samples/sec Loss 0.1633 LearningRate 0.0012 Epoch: 17 Global Step: 296670 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:39:03,614-Speed 3345.36 samples/sec Loss 0.1654 LearningRate 0.0012 Epoch: 17 Global Step: 296680 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:06,679-Speed 3342.09 samples/sec Loss 0.1669 LearningRate 0.0012 Epoch: 17 Global Step: 296690 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:09,844-Speed 3235.75 samples/sec Loss 0.1833 LearningRate 0.0012 Epoch: 17 Global Step: 296700 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:12,931-Speed 3318.13 samples/sec Loss 0.1890 LearningRate 0.0012 Epoch: 17 Global Step: 296710 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:16,001-Speed 3335.90 samples/sec Loss 0.1680 LearningRate 0.0012 Epoch: 17 Global Step: 296720 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:19,131-Speed 3272.50 samples/sec Loss 0.1708 LearningRate 0.0012 Epoch: 17 Global Step: 296730 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:22,261-Speed 3272.26 samples/sec Loss 0.1781 LearningRate 0.0012 Epoch: 17 Global Step: 296740 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:25,337-Speed 3329.82 samples/sec Loss 0.1754 LearningRate 0.0012 Epoch: 17 Global Step: 296750 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:28,484-Speed 3254.14 samples/sec Loss 0.1659 LearningRate 0.0012 Epoch: 17 Global Step: 296760 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:31,654-Speed 3231.24 samples/sec Loss 0.1776 LearningRate 0.0012 Epoch: 17 Global Step: 296770 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:34,828-Speed 3227.24 samples/sec Loss 0.1791 LearningRate 0.0012 Epoch: 17 Global Step: 296780 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:39:38,013-Speed 3215.64 samples/sec Loss 0.1622 LearningRate 0.0012 Epoch: 17 Global Step: 296790 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:39:41,171-Speed 3243.19 samples/sec Loss 0.1805 LearningRate 0.0012 Epoch: 17 Global Step: 296800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:44,269-Speed 3306.80 samples/sec Loss 0.1748 LearningRate 0.0012 Epoch: 17 Global Step: 296810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:47,355-Speed 3318.64 samples/sec Loss 0.1709 LearningRate 0.0012 Epoch: 17 Global Step: 296820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:50,463-Speed 3295.48 samples/sec Loss 0.1703 LearningRate 0.0012 Epoch: 17 Global Step: 296830 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:53,548-Speed 3319.47 samples/sec Loss 0.1733 LearningRate 0.0012 Epoch: 17 Global Step: 296840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:56,649-Speed 3302.66 samples/sec Loss 0.1538 LearningRate 0.0012 Epoch: 17 Global Step: 296850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:39:59,792-Speed 3258.92 samples/sec Loss 0.1765 LearningRate 0.0012 Epoch: 17 Global Step: 296860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:02,920-Speed 3274.33 samples/sec Loss 0.1648 LearningRate 0.0012 Epoch: 17 Global Step: 296870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:06,101-Speed 3220.50 samples/sec Loss 0.1707 LearningRate 0.0012 Epoch: 17 Global Step: 296880 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:09,167-Speed 3341.07 samples/sec Loss 0.1820 LearningRate 0.0012 Epoch: 17 Global Step: 296890 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:12,221-Speed 3353.12 samples/sec Loss 0.1839 LearningRate 0.0012 Epoch: 17 Global Step: 296900 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:15,349-Speed 3274.58 samples/sec Loss 0.1836 LearningRate 0.0012 Epoch: 17 Global Step: 296910 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:18,496-Speed 3254.70 samples/sec Loss 0.1791 LearningRate 0.0012 Epoch: 17 Global Step: 296920 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:21,560-Speed 3342.44 samples/sec Loss 0.1699 LearningRate 0.0012 Epoch: 17 Global Step: 296930 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:24,622-Speed 3344.47 samples/sec Loss 0.1634 LearningRate 0.0012 Epoch: 17 Global Step: 296940 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:27,690-Speed 3338.34 samples/sec Loss 0.1807 LearningRate 0.0012 Epoch: 17 Global Step: 296950 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:30,766-Speed 3330.52 samples/sec Loss 0.1685 LearningRate 0.0012 Epoch: 17 Global Step: 296960 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:33,844-Speed 3327.14 samples/sec Loss 0.1831 LearningRate 0.0012 Epoch: 17 Global Step: 296970 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:36,934-Speed 3314.94 samples/sec Loss 0.1659 LearningRate 0.0012 Epoch: 17 Global Step: 296980 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:40,026-Speed 3312.74 samples/sec Loss 0.1740 LearningRate 0.0012 Epoch: 17 Global Step: 296990 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:43,091-Speed 3341.37 samples/sec Loss 0.1695 LearningRate 0.0012 Epoch: 17 Global Step: 297000 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:40:46,181-Speed 3314.77 samples/sec Loss 0.1728 LearningRate 0.0012 Epoch: 17 Global Step: 297010 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:49,240-Speed 3347.95 samples/sec Loss 0.1733 LearningRate 0.0012 Epoch: 17 Global Step: 297020 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:52,324-Speed 3321.28 samples/sec Loss 0.1798 LearningRate 0.0012 Epoch: 17 Global Step: 297030 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:55,387-Speed 3343.53 samples/sec Loss 0.1855 LearningRate 0.0012 Epoch: 17 Global Step: 297040 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:40:58,460-Speed 3333.31 samples/sec Loss 0.1694 LearningRate 0.0012 Epoch: 17 Global Step: 297050 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:01,520-Speed 3347.57 samples/sec Loss 0.1746 LearningRate 0.0012 Epoch: 17 Global Step: 297060 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:04,690-Speed 3230.36 samples/sec Loss 0.1652 LearningRate 0.0012 Epoch: 17 Global Step: 297070 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:07,819-Speed 3274.38 samples/sec Loss 0.1734 LearningRate 0.0012 Epoch: 17 Global Step: 297080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:10,906-Speed 3317.46 samples/sec Loss 0.1716 LearningRate 0.0012 Epoch: 17 Global Step: 297090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:13,970-Speed 3342.50 samples/sec Loss 0.1688 LearningRate 0.0012 Epoch: 17 Global Step: 297100 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:17,039-Speed 3336.77 samples/sec Loss 0.1676 LearningRate 0.0012 Epoch: 17 Global Step: 297110 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:41:20,104-Speed 3341.82 samples/sec Loss 0.1680 LearningRate 0.0012 Epoch: 17 Global Step: 297120 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:23,170-Speed 3340.53 samples/sec Loss 0.1697 LearningRate 0.0012 Epoch: 17 Global Step: 297130 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:26,264-Speed 3311.19 samples/sec Loss 0.1803 LearningRate 0.0012 Epoch: 17 Global Step: 297140 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:29,383-Speed 3283.65 samples/sec Loss 0.1697 LearningRate 0.0012 Epoch: 17 Global Step: 297150 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:41:32,488-Speed 3299.01 samples/sec Loss 0.1761 LearningRate 0.0012 Epoch: 17 Global Step: 297160 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:35,557-Speed 3336.57 samples/sec Loss 0.1757 LearningRate 0.0012 Epoch: 17 Global Step: 297170 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:38,636-Speed 3326.39 samples/sec Loss 0.1710 LearningRate 0.0012 Epoch: 17 Global Step: 297180 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:41,715-Speed 3326.37 samples/sec Loss 0.1822 LearningRate 0.0012 Epoch: 17 Global Step: 297190 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:44,809-Speed 3310.59 samples/sec Loss 0.1777 LearningRate 0.0012 Epoch: 17 Global Step: 297200 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:47,891-Speed 3322.89 samples/sec Loss 0.1704 LearningRate 0.0012 Epoch: 17 Global Step: 297210 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:50,969-Speed 3327.83 samples/sec Loss 0.1822 LearningRate 0.0012 Epoch: 17 Global Step: 297220 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:54,062-Speed 3311.73 samples/sec Loss 0.1775 LearningRate 0.0012 Epoch: 17 Global Step: 297230 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:41:57,151-Speed 3315.44 samples/sec Loss 0.1662 LearningRate 0.0012 Epoch: 17 Global Step: 297240 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:00,234-Speed 3322.66 samples/sec Loss 0.1552 LearningRate 0.0012 Epoch: 17 Global Step: 297250 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:03,418-Speed 3216.23 samples/sec Loss 0.1856 LearningRate 0.0012 Epoch: 17 Global Step: 297260 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:06,493-Speed 3330.78 samples/sec Loss 0.1951 LearningRate 0.0012 Epoch: 17 Global Step: 297270 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:09,565-Speed 3334.01 samples/sec Loss 0.1743 LearningRate 0.0012 Epoch: 17 Global Step: 297280 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:12,656-Speed 3314.16 samples/sec Loss 0.1572 LearningRate 0.0012 Epoch: 17 Global Step: 297290 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:15,724-Speed 3338.33 samples/sec Loss 0.1854 LearningRate 0.0012 Epoch: 17 Global Step: 297300 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:18,806-Speed 3322.75 samples/sec Loss 0.1624 LearningRate 0.0012 Epoch: 17 Global Step: 297310 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:21,876-Speed 3336.93 samples/sec Loss 0.1693 LearningRate 0.0012 Epoch: 17 Global Step: 297320 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:24,984-Speed 3295.81 samples/sec Loss 0.1784 LearningRate 0.0012 Epoch: 17 Global Step: 297330 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:28,052-Speed 3338.86 samples/sec Loss 0.1877 LearningRate 0.0012 Epoch: 17 Global Step: 297340 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:31,134-Speed 3322.65 samples/sec Loss 0.1740 LearningRate 0.0012 Epoch: 17 Global Step: 297350 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:34,200-Speed 3341.03 samples/sec Loss 0.1816 LearningRate 0.0012 Epoch: 17 Global Step: 297360 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:37,303-Speed 3300.88 samples/sec Loss 0.1720 LearningRate 0.0012 Epoch: 17 Global Step: 297370 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:40,373-Speed 3335.82 samples/sec Loss 0.1655 LearningRate 0.0012 Epoch: 17 Global Step: 297380 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:42:43,457-Speed 3320.98 samples/sec Loss 0.1764 LearningRate 0.0012 Epoch: 17 Global Step: 297390 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:46,555-Speed 3305.72 samples/sec Loss 0.1822 LearningRate 0.0012 Epoch: 17 Global Step: 297400 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:49,648-Speed 3312.85 samples/sec Loss 0.1580 LearningRate 0.0012 Epoch: 17 Global Step: 297410 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:52,729-Speed 3323.57 samples/sec Loss 0.1698 LearningRate 0.0012 Epoch: 17 Global Step: 297420 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:55,795-Speed 3341.31 samples/sec Loss 0.1756 LearningRate 0.0012 Epoch: 17 Global Step: 297430 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:42:58,861-Speed 3340.03 samples/sec Loss 0.1717 LearningRate 0.0012 Epoch: 17 Global Step: 297440 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:01,985-Speed 3278.76 samples/sec Loss 0.1753 LearningRate 0.0012 Epoch: 17 Global Step: 297450 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:05,101-Speed 3286.42 samples/sec Loss 0.1863 LearningRate 0.0012 Epoch: 17 Global Step: 297460 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:08,170-Speed 3337.58 samples/sec Loss 0.1691 LearningRate 0.0012 Epoch: 17 Global Step: 297470 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:11,234-Speed 3342.74 samples/sec Loss 0.1829 LearningRate 0.0012 Epoch: 17 Global Step: 297480 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:14,312-Speed 3327.24 samples/sec Loss 0.1841 LearningRate 0.0012 Epoch: 17 Global Step: 297490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:17,413-Speed 3303.80 samples/sec Loss 0.1729 LearningRate 0.0012 Epoch: 17 Global Step: 297500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:20,583-Speed 3230.44 samples/sec Loss 0.1820 LearningRate 0.0012 Epoch: 17 Global Step: 297510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:23,653-Speed 3336.86 samples/sec Loss 0.1636 LearningRate 0.0012 Epoch: 17 Global Step: 297520 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:43:26,708-Speed 3351.81 samples/sec Loss 0.1676 LearningRate 0.0012 Epoch: 17 Global Step: 297530 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:29,775-Speed 3339.90 samples/sec Loss 0.1811 LearningRate 0.0012 Epoch: 17 Global Step: 297540 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:32,934-Speed 3242.22 samples/sec Loss 0.1763 LearningRate 0.0012 Epoch: 17 Global Step: 297550 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:36,088-Speed 3247.13 samples/sec Loss 0.1708 LearningRate 0.0012 Epoch: 17 Global Step: 297560 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:39,173-Speed 3320.61 samples/sec Loss 0.1610 LearningRate 0.0012 Epoch: 17 Global Step: 297570 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:42,362-Speed 3211.68 samples/sec Loss 0.1646 LearningRate 0.0012 Epoch: 17 Global Step: 297580 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:45,559-Speed 3203.90 samples/sec Loss 0.1930 LearningRate 0.0012 Epoch: 17 Global Step: 297590 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:48,665-Speed 3297.95 samples/sec Loss 0.1875 LearningRate 0.0012 Epoch: 17 Global Step: 297600 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:51,754-Speed 3315.57 samples/sec Loss 0.1797 LearningRate 0.0012 Epoch: 17 Global Step: 297610 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:54,825-Speed 3334.36 samples/sec Loss 0.1856 LearningRate 0.0012 Epoch: 17 Global Step: 297620 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:43:57,892-Speed 3339.74 samples/sec Loss 0.1796 LearningRate 0.0012 Epoch: 17 Global Step: 297630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:00,980-Speed 3316.79 samples/sec Loss 0.1757 LearningRate 0.0012 Epoch: 17 Global Step: 297640 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:04,047-Speed 3339.44 samples/sec Loss 0.1713 LearningRate 0.0012 Epoch: 17 Global Step: 297650 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:07,134-Speed 3318.18 samples/sec Loss 0.1880 LearningRate 0.0012 Epoch: 17 Global Step: 297660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:10,219-Speed 3320.38 samples/sec Loss 0.1680 LearningRate 0.0012 Epoch: 17 Global Step: 297670 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:13,350-Speed 3270.62 samples/sec Loss 0.1750 LearningRate 0.0012 Epoch: 17 Global Step: 297680 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:16,429-Speed 3327.31 samples/sec Loss 0.1700 LearningRate 0.0012 Epoch: 17 Global Step: 297690 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:19,529-Speed 3303.13 samples/sec Loss 0.1760 LearningRate 0.0012 Epoch: 17 Global Step: 297700 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:22,745-Speed 3184.69 samples/sec Loss 0.1752 LearningRate 0.0012 Epoch: 17 Global Step: 297710 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:25,811-Speed 3341.36 samples/sec Loss 0.1517 LearningRate 0.0012 Epoch: 17 Global Step: 297720 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:28,871-Speed 3346.33 samples/sec Loss 0.1575 LearningRate 0.0012 Epoch: 17 Global Step: 297730 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:32,119-Speed 3153.54 samples/sec Loss 0.1743 LearningRate 0.0012 Epoch: 17 Global Step: 297740 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:35,329-Speed 3190.69 samples/sec Loss 0.1707 LearningRate 0.0012 Epoch: 17 Global Step: 297750 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:38,520-Speed 3210.43 samples/sec Loss 0.1726 LearningRate 0.0012 Epoch: 17 Global Step: 297760 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:41,624-Speed 3299.73 samples/sec Loss 0.1803 LearningRate 0.0012 Epoch: 17 Global Step: 297770 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:44,711-Speed 3317.34 samples/sec Loss 0.1847 LearningRate 0.0012 Epoch: 17 Global Step: 297780 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:47,804-Speed 3311.82 samples/sec Loss 0.1666 LearningRate 0.0012 Epoch: 17 Global Step: 297790 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:50,910-Speed 3297.52 samples/sec Loss 0.1792 LearningRate 0.0012 Epoch: 17 Global Step: 297800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:53,980-Speed 3335.66 samples/sec Loss 0.1661 LearningRate 0.0012 Epoch: 17 Global Step: 297810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:44:57,051-Speed 3335.34 samples/sec Loss 0.1820 LearningRate 0.0012 Epoch: 17 Global Step: 297820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:00,149-Speed 3306.80 samples/sec Loss 0.1892 LearningRate 0.0012 Epoch: 17 Global Step: 297830 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:45:03,329-Speed 3221.36 samples/sec Loss 0.1598 LearningRate 0.0012 Epoch: 17 Global Step: 297840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:06,542-Speed 3187.37 samples/sec Loss 0.1697 LearningRate 0.0012 Epoch: 17 Global Step: 297850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:09,612-Speed 3335.43 samples/sec Loss 0.1765 LearningRate 0.0012 Epoch: 17 Global Step: 297860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:12,676-Speed 3343.54 samples/sec Loss 0.1725 LearningRate 0.0012 Epoch: 17 Global Step: 297870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:15,748-Speed 3333.67 samples/sec Loss 0.1826 LearningRate 0.0012 Epoch: 17 Global Step: 297880 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:18,822-Speed 3331.83 samples/sec Loss 0.1748 LearningRate 0.0012 Epoch: 17 Global Step: 297890 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:21,894-Speed 3334.18 samples/sec Loss 0.1787 LearningRate 0.0012 Epoch: 17 Global Step: 297900 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:24,978-Speed 3321.21 samples/sec Loss 0.1607 LearningRate 0.0012 Epoch: 17 Global Step: 297910 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:28,088-Speed 3293.67 samples/sec Loss 0.1759 LearningRate 0.0012 Epoch: 17 Global Step: 297920 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:31,181-Speed 3311.78 samples/sec Loss 0.1686 LearningRate 0.0012 Epoch: 17 Global Step: 297930 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:34,299-Speed 3284.48 samples/sec Loss 0.1740 LearningRate 0.0012 Epoch: 17 Global Step: 297940 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:37,422-Speed 3279.60 samples/sec Loss 0.1748 LearningRate 0.0012 Epoch: 17 Global Step: 297950 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:40,491-Speed 3336.95 samples/sec Loss 0.1882 LearningRate 0.0012 Epoch: 17 Global Step: 297960 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:43,592-Speed 3302.93 samples/sec Loss 0.1843 LearningRate 0.0012 Epoch: 17 Global Step: 297970 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:46,664-Speed 3334.70 samples/sec Loss 0.1869 LearningRate 0.0012 Epoch: 17 Global Step: 297980 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:49,760-Speed 3308.28 samples/sec Loss 0.1855 LearningRate 0.0012 Epoch: 17 Global Step: 297990 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:45:52,861-Speed 3302.67 samples/sec Loss 0.1871 LearningRate 0.0012 Epoch: 17 Global Step: 298000 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:46:36,399-[lfw][298000]XNorm: 20.692737 Training: 2022-04-12 06:46:36,399-[lfw][298000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 06:46:36,400-[lfw][298000]Accuracy-Highest: 0.99817 Training: 2022-04-12 06:47:27,262-[cfp_fp][298000]XNorm: 22.461339 Training: 2022-04-12 06:47:27,263-[cfp_fp][298000]Accuracy-Flip: 0.99157+-0.00386 Training: 2022-04-12 06:47:27,263-[cfp_fp][298000]Accuracy-Highest: 0.99200 Training: 2022-04-12 06:48:11,073-[agedb_30][298000]XNorm: 22.597262 Training: 2022-04-12 06:48:11,074-[agedb_30][298000]Accuracy-Flip: 0.98567+-0.00606 Training: 2022-04-12 06:48:11,074-[agedb_30][298000]Accuracy-Highest: 0.98650 Training: 2022-04-12 06:48:14,152-Speed 72.47 samples/sec Loss 0.1756 LearningRate 0.0012 Epoch: 17 Global Step: 298010 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:17,263-Speed 3291.38 samples/sec Loss 0.1803 LearningRate 0.0012 Epoch: 17 Global Step: 298020 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:20,342-Speed 3326.85 samples/sec Loss 0.1762 LearningRate 0.0011 Epoch: 17 Global Step: 298030 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:23,397-Speed 3353.01 samples/sec Loss 0.1660 LearningRate 0.0011 Epoch: 17 Global Step: 298040 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:26,468-Speed 3335.61 samples/sec Loss 0.1799 LearningRate 0.0011 Epoch: 17 Global Step: 298050 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:29,545-Speed 3328.58 samples/sec Loss 0.1934 LearningRate 0.0011 Epoch: 17 Global Step: 298060 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:32,681-Speed 3265.14 samples/sec Loss 0.1487 LearningRate 0.0011 Epoch: 17 Global Step: 298070 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:35,755-Speed 3331.81 samples/sec Loss 0.1765 LearningRate 0.0011 Epoch: 17 Global Step: 298080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:38,899-Speed 3258.23 samples/sec Loss 0.1865 LearningRate 0.0011 Epoch: 17 Global Step: 298090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:41,992-Speed 3310.89 samples/sec Loss 0.1889 LearningRate 0.0011 Epoch: 17 Global Step: 298100 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:45,072-Speed 3325.09 samples/sec Loss 0.1581 LearningRate 0.0011 Epoch: 17 Global Step: 298110 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:48,168-Speed 3308.97 samples/sec Loss 0.1681 LearningRate 0.0011 Epoch: 17 Global Step: 298120 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:51,236-Speed 3338.42 samples/sec Loss 0.1801 LearningRate 0.0011 Epoch: 17 Global Step: 298130 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:48:54,307-Speed 3334.87 samples/sec Loss 0.1708 LearningRate 0.0011 Epoch: 17 Global Step: 298140 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:48:57,371-Speed 3342.75 samples/sec Loss 0.1700 LearningRate 0.0011 Epoch: 17 Global Step: 298150 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:00,451-Speed 3325.24 samples/sec Loss 0.1807 LearningRate 0.0011 Epoch: 17 Global Step: 298160 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:03,527-Speed 3330.35 samples/sec Loss 0.1611 LearningRate 0.0011 Epoch: 17 Global Step: 298170 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:06,594-Speed 3339.90 samples/sec Loss 0.1750 LearningRate 0.0011 Epoch: 17 Global Step: 298180 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:09,677-Speed 3322.04 samples/sec Loss 0.1723 LearningRate 0.0011 Epoch: 17 Global Step: 298190 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:12,759-Speed 3322.29 samples/sec Loss 0.1649 LearningRate 0.0011 Epoch: 17 Global Step: 298200 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:15,829-Speed 3336.32 samples/sec Loss 0.1656 LearningRate 0.0011 Epoch: 17 Global Step: 298210 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:18,902-Speed 3333.69 samples/sec Loss 0.1649 LearningRate 0.0011 Epoch: 17 Global Step: 298220 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:21,968-Speed 3340.58 samples/sec Loss 0.1708 LearningRate 0.0011 Epoch: 17 Global Step: 298230 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:49:25,078-Speed 3293.49 samples/sec Loss 0.1760 LearningRate 0.0011 Epoch: 17 Global Step: 298240 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:28,259-Speed 3219.91 samples/sec Loss 0.1775 LearningRate 0.0011 Epoch: 17 Global Step: 298250 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:31,322-Speed 3343.92 samples/sec Loss 0.1629 LearningRate 0.0011 Epoch: 17 Global Step: 298260 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:34,402-Speed 3325.00 samples/sec Loss 0.1634 LearningRate 0.0011 Epoch: 17 Global Step: 298270 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:37,503-Speed 3302.82 samples/sec Loss 0.1849 LearningRate 0.0011 Epoch: 17 Global Step: 298280 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:40,598-Speed 3309.79 samples/sec Loss 0.1665 LearningRate 0.0011 Epoch: 17 Global Step: 298290 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:43,708-Speed 3293.26 samples/sec Loss 0.1705 LearningRate 0.0011 Epoch: 17 Global Step: 298300 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:46,769-Speed 3346.84 samples/sec Loss 0.1619 LearningRate 0.0011 Epoch: 17 Global Step: 298310 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:49,836-Speed 3339.22 samples/sec Loss 0.1730 LearningRate 0.0011 Epoch: 17 Global Step: 298320 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:52,899-Speed 3343.98 samples/sec Loss 0.1822 LearningRate 0.0011 Epoch: 17 Global Step: 298330 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:49:56,009-Speed 3293.54 samples/sec Loss 0.1880 LearningRate 0.0011 Epoch: 17 Global Step: 298340 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:49:59,075-Speed 3340.08 samples/sec Loss 0.1768 LearningRate 0.0011 Epoch: 17 Global Step: 298350 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:02,146-Speed 3334.99 samples/sec Loss 0.1849 LearningRate 0.0011 Epoch: 17 Global Step: 298360 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:05,280-Speed 3268.41 samples/sec Loss 0.1820 LearningRate 0.0011 Epoch: 17 Global Step: 298370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:08,419-Speed 3262.83 samples/sec Loss 0.1870 LearningRate 0.0011 Epoch: 17 Global Step: 298380 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:11,477-Speed 3349.97 samples/sec Loss 0.1814 LearningRate 0.0011 Epoch: 17 Global Step: 298390 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:14,542-Speed 3341.03 samples/sec Loss 0.1791 LearningRate 0.0011 Epoch: 17 Global Step: 298400 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:17,693-Speed 3250.91 samples/sec Loss 0.1666 LearningRate 0.0011 Epoch: 17 Global Step: 298410 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:20,757-Speed 3342.21 samples/sec Loss 0.1733 LearningRate 0.0011 Epoch: 17 Global Step: 298420 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:23,821-Speed 3343.16 samples/sec Loss 0.1701 LearningRate 0.0011 Epoch: 17 Global Step: 298430 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:26,931-Speed 3293.18 samples/sec Loss 0.1765 LearningRate 0.0011 Epoch: 17 Global Step: 298440 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:30,018-Speed 3318.06 samples/sec Loss 0.1730 LearningRate 0.0011 Epoch: 17 Global Step: 298450 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:33,156-Speed 3263.97 samples/sec Loss 0.1687 LearningRate 0.0011 Epoch: 17 Global Step: 298460 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:36,270-Speed 3289.64 samples/sec Loss 0.1569 LearningRate 0.0011 Epoch: 17 Global Step: 298470 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:39,343-Speed 3332.62 samples/sec Loss 0.1725 LearningRate 0.0011 Epoch: 17 Global Step: 298480 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:50:42,420-Speed 3329.47 samples/sec Loss 0.1749 LearningRate 0.0011 Epoch: 17 Global Step: 298490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:45,582-Speed 3238.69 samples/sec Loss 0.1840 LearningRate 0.0011 Epoch: 17 Global Step: 298500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:48,674-Speed 3313.07 samples/sec Loss 0.1645 LearningRate 0.0011 Epoch: 17 Global Step: 298510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:51,765-Speed 3312.90 samples/sec Loss 0.1772 LearningRate 0.0011 Epoch: 17 Global Step: 298520 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:54,838-Speed 3333.95 samples/sec Loss 0.1765 LearningRate 0.0011 Epoch: 17 Global Step: 298530 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:50:57,926-Speed 3315.74 samples/sec Loss 0.1636 LearningRate 0.0011 Epoch: 17 Global Step: 298540 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:01,007-Speed 3324.67 samples/sec Loss 0.1692 LearningRate 0.0011 Epoch: 17 Global Step: 298550 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:04,078-Speed 3335.75 samples/sec Loss 0.1748 LearningRate 0.0011 Epoch: 17 Global Step: 298560 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:07,137-Speed 3348.60 samples/sec Loss 0.1648 LearningRate 0.0011 Epoch: 17 Global Step: 298570 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:10,274-Speed 3264.82 samples/sec Loss 0.1649 LearningRate 0.0011 Epoch: 17 Global Step: 298580 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:13,342-Speed 3337.83 samples/sec Loss 0.1732 LearningRate 0.0011 Epoch: 17 Global Step: 298590 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:16,407-Speed 3342.19 samples/sec Loss 0.1668 LearningRate 0.0011 Epoch: 17 Global Step: 298600 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:19,494-Speed 3317.45 samples/sec Loss 0.1806 LearningRate 0.0011 Epoch: 17 Global Step: 298610 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:22,567-Speed 3333.36 samples/sec Loss 0.1884 LearningRate 0.0011 Epoch: 17 Global Step: 298620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:25,655-Speed 3317.00 samples/sec Loss 0.1777 LearningRate 0.0011 Epoch: 17 Global Step: 298630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:28,729-Speed 3331.56 samples/sec Loss 0.1865 LearningRate 0.0011 Epoch: 17 Global Step: 298640 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:31,784-Speed 3353.11 samples/sec Loss 0.1667 LearningRate 0.0011 Epoch: 17 Global Step: 298650 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:34,853-Speed 3336.63 samples/sec Loss 0.1592 LearningRate 0.0011 Epoch: 17 Global Step: 298660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:51:37,907-Speed 3354.01 samples/sec Loss 0.1709 LearningRate 0.0011 Epoch: 17 Global Step: 298670 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:51:40,981-Speed 3331.91 samples/sec Loss 0.1717 LearningRate 0.0011 Epoch: 17 Global Step: 298680 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:51:44,115-Speed 3268.40 samples/sec Loss 0.1790 LearningRate 0.0011 Epoch: 17 Global Step: 298690 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:51:47,186-Speed 3335.26 samples/sec Loss 0.1813 LearningRate 0.0011 Epoch: 17 Global Step: 298700 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:51:50,249-Speed 3343.07 samples/sec Loss 0.1568 LearningRate 0.0011 Epoch: 17 Global Step: 298710 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:51:53,326-Speed 3329.17 samples/sec Loss 0.1688 LearningRate 0.0011 Epoch: 17 Global Step: 298720 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:51:56,382-Speed 3351.96 samples/sec Loss 0.2007 LearningRate 0.0011 Epoch: 17 Global Step: 298730 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:51:59,439-Speed 3350.54 samples/sec Loss 0.1637 LearningRate 0.0011 Epoch: 17 Global Step: 298740 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:52:02,495-Speed 3350.89 samples/sec Loss 0.1707 LearningRate 0.0011 Epoch: 17 Global Step: 298750 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:52:05,642-Speed 3254.90 samples/sec Loss 0.1821 LearningRate 0.0011 Epoch: 17 Global Step: 298760 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:52:08,724-Speed 3323.12 samples/sec Loss 0.1813 LearningRate 0.0011 Epoch: 17 Global Step: 298770 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:11,803-Speed 3326.21 samples/sec Loss 0.1653 LearningRate 0.0011 Epoch: 17 Global Step: 298780 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:14,881-Speed 3328.15 samples/sec Loss 0.1772 LearningRate 0.0011 Epoch: 17 Global Step: 298790 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:17,971-Speed 3315.07 samples/sec Loss 0.1805 LearningRate 0.0011 Epoch: 17 Global Step: 298800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:21,068-Speed 3306.29 samples/sec Loss 0.1855 LearningRate 0.0011 Epoch: 17 Global Step: 298810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:24,190-Speed 3281.23 samples/sec Loss 0.1745 LearningRate 0.0011 Epoch: 17 Global Step: 298820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:27,331-Speed 3260.69 samples/sec Loss 0.1695 LearningRate 0.0011 Epoch: 17 Global Step: 298830 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:30,435-Speed 3300.01 samples/sec Loss 0.1592 LearningRate 0.0011 Epoch: 17 Global Step: 298840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:33,568-Speed 3269.40 samples/sec Loss 0.1884 LearningRate 0.0011 Epoch: 17 Global Step: 298850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:36,674-Speed 3297.84 samples/sec Loss 0.1637 LearningRate 0.0011 Epoch: 17 Global Step: 298860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:39,730-Speed 3350.60 samples/sec Loss 0.1706 LearningRate 0.0011 Epoch: 17 Global Step: 298870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:42,802-Speed 3334.69 samples/sec Loss 0.1753 LearningRate 0.0011 Epoch: 17 Global Step: 298880 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:45,983-Speed 3220.02 samples/sec Loss 0.1658 LearningRate 0.0011 Epoch: 17 Global Step: 298890 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:49,057-Speed 3331.39 samples/sec Loss 0.1756 LearningRate 0.0011 Epoch: 17 Global Step: 298900 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:52,151-Speed 3310.47 samples/sec Loss 0.1684 LearningRate 0.0011 Epoch: 17 Global Step: 298910 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:55,218-Speed 3340.08 samples/sec Loss 0.1765 LearningRate 0.0011 Epoch: 17 Global Step: 298920 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:52:58,277-Speed 3347.73 samples/sec Loss 0.1903 LearningRate 0.0011 Epoch: 17 Global Step: 298930 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:01,367-Speed 3315.47 samples/sec Loss 0.1801 LearningRate 0.0011 Epoch: 17 Global Step: 298940 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:04,505-Speed 3263.87 samples/sec Loss 0.1681 LearningRate 0.0011 Epoch: 17 Global Step: 298950 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:07,651-Speed 3255.11 samples/sec Loss 0.1788 LearningRate 0.0011 Epoch: 17 Global Step: 298960 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:10,770-Speed 3283.84 samples/sec Loss 0.1714 LearningRate 0.0011 Epoch: 17 Global Step: 298970 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:13,864-Speed 3310.97 samples/sec Loss 0.1765 LearningRate 0.0011 Epoch: 17 Global Step: 298980 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:16,973-Speed 3294.39 samples/sec Loss 0.1870 LearningRate 0.0011 Epoch: 17 Global Step: 298990 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:20,063-Speed 3314.92 samples/sec Loss 0.1727 LearningRate 0.0011 Epoch: 17 Global Step: 299000 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:23,242-Speed 3221.37 samples/sec Loss 0.1852 LearningRate 0.0011 Epoch: 17 Global Step: 299010 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:26,321-Speed 3327.34 samples/sec Loss 0.1766 LearningRate 0.0011 Epoch: 17 Global Step: 299020 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:29,394-Speed 3332.89 samples/sec Loss 0.1833 LearningRate 0.0011 Epoch: 17 Global Step: 299030 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:32,460-Speed 3339.87 samples/sec Loss 0.1754 LearningRate 0.0011 Epoch: 17 Global Step: 299040 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:35,519-Speed 3348.74 samples/sec Loss 0.1809 LearningRate 0.0011 Epoch: 17 Global Step: 299050 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:38,593-Speed 3331.09 samples/sec Loss 0.1648 LearningRate 0.0011 Epoch: 17 Global Step: 299060 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:41,679-Speed 3319.07 samples/sec Loss 0.1735 LearningRate 0.0011 Epoch: 17 Global Step: 299070 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:53:44,765-Speed 3319.18 samples/sec Loss 0.1696 LearningRate 0.0011 Epoch: 17 Global Step: 299080 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:47,828-Speed 3344.49 samples/sec Loss 0.1591 LearningRate 0.0011 Epoch: 17 Global Step: 299090 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:50,899-Speed 3335.41 samples/sec Loss 0.1818 LearningRate 0.0011 Epoch: 17 Global Step: 299100 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:53,968-Speed 3336.73 samples/sec Loss 0.1684 LearningRate 0.0011 Epoch: 17 Global Step: 299110 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:53:57,110-Speed 3259.66 samples/sec Loss 0.1626 LearningRate 0.0011 Epoch: 17 Global Step: 299120 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:00,254-Speed 3257.67 samples/sec Loss 0.1626 LearningRate 0.0011 Epoch: 17 Global Step: 299130 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:03,333-Speed 3326.77 samples/sec Loss 0.1770 LearningRate 0.0011 Epoch: 17 Global Step: 299140 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:06,448-Speed 3287.74 samples/sec Loss 0.1669 LearningRate 0.0011 Epoch: 17 Global Step: 299150 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:09,525-Speed 3328.60 samples/sec Loss 0.1581 LearningRate 0.0011 Epoch: 17 Global Step: 299160 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:12,597-Speed 3335.34 samples/sec Loss 0.1647 LearningRate 0.0011 Epoch: 17 Global Step: 299170 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:15,675-Speed 3327.34 samples/sec Loss 0.1719 LearningRate 0.0011 Epoch: 17 Global Step: 299180 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:18,751-Speed 3330.18 samples/sec Loss 0.1698 LearningRate 0.0011 Epoch: 17 Global Step: 299190 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:21,829-Speed 3327.35 samples/sec Loss 0.1680 LearningRate 0.0011 Epoch: 17 Global Step: 299200 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:24,896-Speed 3339.74 samples/sec Loss 0.1636 LearningRate 0.0011 Epoch: 17 Global Step: 299210 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:27,984-Speed 3315.91 samples/sec Loss 0.1688 LearningRate 0.0011 Epoch: 17 Global Step: 299220 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:54:31,070-Speed 3319.19 samples/sec Loss 0.1608 LearningRate 0.0011 Epoch: 17 Global Step: 299230 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:34,151-Speed 3324.70 samples/sec Loss 0.1792 LearningRate 0.0011 Epoch: 17 Global Step: 299240 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:37,247-Speed 3307.63 samples/sec Loss 0.1747 LearningRate 0.0011 Epoch: 17 Global Step: 299250 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:40,344-Speed 3307.53 samples/sec Loss 0.1640 LearningRate 0.0011 Epoch: 17 Global Step: 299260 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:43,426-Speed 3323.19 samples/sec Loss 0.1613 LearningRate 0.0011 Epoch: 17 Global Step: 299270 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:46,547-Speed 3282.12 samples/sec Loss 0.1625 LearningRate 0.0011 Epoch: 17 Global Step: 299280 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:49,661-Speed 3288.43 samples/sec Loss 0.1740 LearningRate 0.0011 Epoch: 17 Global Step: 299290 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:52,750-Speed 3316.30 samples/sec Loss 0.1677 LearningRate 0.0011 Epoch: 17 Global Step: 299300 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:55,894-Speed 3257.66 samples/sec Loss 0.1797 LearningRate 0.0011 Epoch: 17 Global Step: 299310 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:54:59,032-Speed 3263.51 samples/sec Loss 0.1643 LearningRate 0.0011 Epoch: 17 Global Step: 299320 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:02,090-Speed 3350.01 samples/sec Loss 0.1739 LearningRate 0.0011 Epoch: 17 Global Step: 299330 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:05,159-Speed 3337.03 samples/sec Loss 0.1740 LearningRate 0.0011 Epoch: 17 Global Step: 299340 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:08,262-Speed 3300.78 samples/sec Loss 0.1654 LearningRate 0.0011 Epoch: 17 Global Step: 299350 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:11,350-Speed 3317.56 samples/sec Loss 0.1624 LearningRate 0.0011 Epoch: 17 Global Step: 299360 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:14,422-Speed 3333.39 samples/sec Loss 0.1861 LearningRate 0.0011 Epoch: 17 Global Step: 299370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:17,539-Speed 3285.97 samples/sec Loss 0.1608 LearningRate 0.0011 Epoch: 17 Global Step: 299380 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:20,630-Speed 3313.84 samples/sec Loss 0.1887 LearningRate 0.0011 Epoch: 17 Global Step: 299390 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:23,726-Speed 3308.49 samples/sec Loss 0.1642 LearningRate 0.0011 Epoch: 17 Global Step: 299400 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:26,829-Speed 3300.13 samples/sec Loss 0.1866 LearningRate 0.0011 Epoch: 17 Global Step: 299410 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:29,896-Speed 3339.62 samples/sec Loss 0.1625 LearningRate 0.0011 Epoch: 17 Global Step: 299420 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:33,001-Speed 3299.29 samples/sec Loss 0.1665 LearningRate 0.0011 Epoch: 17 Global Step: 299430 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:36,106-Speed 3298.21 samples/sec Loss 0.1856 LearningRate 0.0011 Epoch: 17 Global Step: 299440 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:39,216-Speed 3293.81 samples/sec Loss 0.1742 LearningRate 0.0011 Epoch: 17 Global Step: 299450 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:42,305-Speed 3316.07 samples/sec Loss 0.1680 LearningRate 0.0011 Epoch: 17 Global Step: 299460 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:45,390-Speed 3319.90 samples/sec Loss 0.1912 LearningRate 0.0011 Epoch: 17 Global Step: 299470 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:48,527-Speed 3265.02 samples/sec Loss 0.1940 LearningRate 0.0011 Epoch: 17 Global Step: 299480 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:51,673-Speed 3255.51 samples/sec Loss 0.1745 LearningRate 0.0011 Epoch: 17 Global Step: 299490 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:55:54,845-Speed 3228.58 samples/sec Loss 0.1857 LearningRate 0.0011 Epoch: 17 Global Step: 299500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:55:57,947-Speed 3301.69 samples/sec Loss 0.1782 LearningRate 0.0011 Epoch: 17 Global Step: 299510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:01,019-Speed 3334.80 samples/sec Loss 0.1852 LearningRate 0.0011 Epoch: 17 Global Step: 299520 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:04,090-Speed 3335.28 samples/sec Loss 0.1683 LearningRate 0.0011 Epoch: 17 Global Step: 299530 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:07,181-Speed 3312.94 samples/sec Loss 0.1657 LearningRate 0.0011 Epoch: 17 Global Step: 299540 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:10,246-Speed 3342.32 samples/sec Loss 0.1798 LearningRate 0.0011 Epoch: 17 Global Step: 299550 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:13,337-Speed 3313.71 samples/sec Loss 0.1673 LearningRate 0.0011 Epoch: 17 Global Step: 299560 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:16,409-Speed 3333.40 samples/sec Loss 0.1658 LearningRate 0.0011 Epoch: 17 Global Step: 299570 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:19,526-Speed 3285.48 samples/sec Loss 0.1748 LearningRate 0.0011 Epoch: 17 Global Step: 299580 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:22,628-Speed 3302.13 samples/sec Loss 0.1613 LearningRate 0.0011 Epoch: 17 Global Step: 299590 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:25,709-Speed 3324.63 samples/sec Loss 0.1668 LearningRate 0.0011 Epoch: 17 Global Step: 299600 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:56:28,778-Speed 3338.12 samples/sec Loss 0.1756 LearningRate 0.0011 Epoch: 17 Global Step: 299610 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:31,867-Speed 3315.29 samples/sec Loss 0.1774 LearningRate 0.0010 Epoch: 17 Global Step: 299620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:34,945-Speed 3327.97 samples/sec Loss 0.1759 LearningRate 0.0010 Epoch: 17 Global Step: 299630 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:38,022-Speed 3328.09 samples/sec Loss 0.1674 LearningRate 0.0010 Epoch: 17 Global Step: 299640 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:41,097-Speed 3331.20 samples/sec Loss 0.1706 LearningRate 0.0010 Epoch: 17 Global Step: 299650 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:44,218-Speed 3281.94 samples/sec Loss 0.1713 LearningRate 0.0010 Epoch: 17 Global Step: 299660 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:47,310-Speed 3312.75 samples/sec Loss 0.1793 LearningRate 0.0010 Epoch: 17 Global Step: 299670 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:56:50,371-Speed 3345.10 samples/sec Loss 0.1823 LearningRate 0.0010 Epoch: 17 Global Step: 299680 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:56:53,459-Speed 3316.73 samples/sec Loss 0.1687 LearningRate 0.0010 Epoch: 17 Global Step: 299690 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:56:56,540-Speed 3325.39 samples/sec Loss 0.1695 LearningRate 0.0010 Epoch: 17 Global Step: 299700 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:56:59,714-Speed 3226.46 samples/sec Loss 0.1757 LearningRate 0.0010 Epoch: 17 Global Step: 299710 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:57:02,811-Speed 3307.49 samples/sec Loss 0.1741 LearningRate 0.0010 Epoch: 17 Global Step: 299720 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:57:05,985-Speed 3227.03 samples/sec Loss 0.1706 LearningRate 0.0010 Epoch: 17 Global Step: 299730 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:57:09,080-Speed 3308.73 samples/sec Loss 0.1624 LearningRate 0.0010 Epoch: 17 Global Step: 299740 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:57:12,161-Speed 3325.26 samples/sec Loss 0.1667 LearningRate 0.0010 Epoch: 17 Global Step: 299750 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:57:15,233-Speed 3333.82 samples/sec Loss 0.1703 LearningRate 0.0010 Epoch: 17 Global Step: 299760 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:57:18,406-Speed 3228.01 samples/sec Loss 0.1685 LearningRate 0.0010 Epoch: 17 Global Step: 299770 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:57:21,572-Speed 3234.73 samples/sec Loss 0.1654 LearningRate 0.0010 Epoch: 17 Global Step: 299780 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:24,659-Speed 3318.44 samples/sec Loss 0.1753 LearningRate 0.0010 Epoch: 17 Global Step: 299790 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:27,833-Speed 3226.40 samples/sec Loss 0.1520 LearningRate 0.0010 Epoch: 17 Global Step: 299800 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:31,037-Speed 3196.37 samples/sec Loss 0.1713 LearningRate 0.0010 Epoch: 17 Global Step: 299810 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:34,126-Speed 3315.87 samples/sec Loss 0.1712 LearningRate 0.0010 Epoch: 17 Global Step: 299820 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:37,304-Speed 3223.49 samples/sec Loss 0.1714 LearningRate 0.0010 Epoch: 17 Global Step: 299830 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:40,401-Speed 3307.19 samples/sec Loss 0.1722 LearningRate 0.0010 Epoch: 17 Global Step: 299840 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:43,590-Speed 3211.28 samples/sec Loss 0.1763 LearningRate 0.0010 Epoch: 17 Global Step: 299850 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:46,803-Speed 3187.61 samples/sec Loss 0.1735 LearningRate 0.0010 Epoch: 17 Global Step: 299860 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:49,946-Speed 3259.54 samples/sec Loss 0.1699 LearningRate 0.0010 Epoch: 17 Global Step: 299870 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:53,121-Speed 3225.58 samples/sec Loss 0.1788 LearningRate 0.0010 Epoch: 17 Global Step: 299880 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 06:57:56,201-Speed 3325.78 samples/sec Loss 0.1681 LearningRate 0.0010 Epoch: 17 Global Step: 299890 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:57:59,296-Speed 3308.27 samples/sec Loss 0.1823 LearningRate 0.0010 Epoch: 17 Global Step: 299900 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:02,373-Speed 3329.61 samples/sec Loss 0.1834 LearningRate 0.0010 Epoch: 17 Global Step: 299910 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:05,585-Speed 3187.90 samples/sec Loss 0.1775 LearningRate 0.0010 Epoch: 17 Global Step: 299920 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:08,754-Speed 3232.00 samples/sec Loss 0.1692 LearningRate 0.0010 Epoch: 17 Global Step: 299930 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:11,854-Speed 3305.09 samples/sec Loss 0.1705 LearningRate 0.0010 Epoch: 17 Global Step: 299940 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:15,009-Speed 3246.16 samples/sec Loss 0.1695 LearningRate 0.0010 Epoch: 17 Global Step: 299950 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:18,139-Speed 3271.96 samples/sec Loss 0.1701 LearningRate 0.0010 Epoch: 17 Global Step: 299960 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:21,238-Speed 3305.01 samples/sec Loss 0.1683 LearningRate 0.0010 Epoch: 17 Global Step: 299970 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:24,342-Speed 3300.35 samples/sec Loss 0.1701 LearningRate 0.0010 Epoch: 17 Global Step: 299980 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:27,429-Speed 3317.84 samples/sec Loss 0.1636 LearningRate 0.0010 Epoch: 17 Global Step: 299990 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 06:58:30,537-Speed 3295.39 samples/sec Loss 0.1676 LearningRate 0.0010 Epoch: 17 Global Step: 300000 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 06:59:14,661-[lfw][300000]XNorm: 20.486338 Training: 2022-04-12 06:59:14,661-[lfw][300000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 06:59:14,662-[lfw][300000]Accuracy-Highest: 0.99817 Training: 2022-04-12 07:00:05,802-[cfp_fp][300000]XNorm: 22.440386 Training: 2022-04-12 07:00:05,803-[cfp_fp][300000]Accuracy-Flip: 0.99143+-0.00404 Training: 2022-04-12 07:00:05,803-[cfp_fp][300000]Accuracy-Highest: 0.99200 Training: 2022-04-12 07:00:50,092-[agedb_30][300000]XNorm: 22.711142 Training: 2022-04-12 07:00:50,092-[agedb_30][300000]Accuracy-Flip: 0.98533+-0.00632 Training: 2022-04-12 07:00:50,093-[agedb_30][300000]Accuracy-Highest: 0.98650 Training: 2022-04-12 07:00:53,160-Speed 71.80 samples/sec Loss 0.1834 LearningRate 0.0010 Epoch: 17 Global Step: 300010 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:00:56,223-Speed 3344.27 samples/sec Loss 0.1618 LearningRate 0.0010 Epoch: 17 Global Step: 300020 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:00:59,293-Speed 3336.30 samples/sec Loss 0.1767 LearningRate 0.0010 Epoch: 17 Global Step: 300030 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:02,414-Speed 3281.33 samples/sec Loss 0.1694 LearningRate 0.0010 Epoch: 17 Global Step: 300040 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:05,511-Speed 3307.95 samples/sec Loss 0.1701 LearningRate 0.0010 Epoch: 17 Global Step: 300050 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:08,591-Speed 3325.38 samples/sec Loss 0.1595 LearningRate 0.0010 Epoch: 17 Global Step: 300060 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:11,742-Speed 3250.23 samples/sec Loss 0.1897 LearningRate 0.0010 Epoch: 17 Global Step: 300070 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:14,864-Speed 3281.23 samples/sec Loss 0.1696 LearningRate 0.0010 Epoch: 17 Global Step: 300080 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:17,935-Speed 3334.42 samples/sec Loss 0.1850 LearningRate 0.0010 Epoch: 17 Global Step: 300090 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:21,011-Speed 3329.95 samples/sec Loss 0.1780 LearningRate 0.0010 Epoch: 17 Global Step: 300100 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:24,087-Speed 3329.17 samples/sec Loss 0.1724 LearningRate 0.0010 Epoch: 17 Global Step: 300110 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:01:27,166-Speed 3326.69 samples/sec Loss 0.1744 LearningRate 0.0010 Epoch: 17 Global Step: 300120 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:30,268-Speed 3301.84 samples/sec Loss 0.1674 LearningRate 0.0010 Epoch: 17 Global Step: 300130 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:33,348-Speed 3325.92 samples/sec Loss 0.1643 LearningRate 0.0010 Epoch: 17 Global Step: 300140 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:36,426-Speed 3327.52 samples/sec Loss 0.1839 LearningRate 0.0010 Epoch: 17 Global Step: 300150 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:39,541-Speed 3288.43 samples/sec Loss 0.1509 LearningRate 0.0010 Epoch: 17 Global Step: 300160 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:42,612-Speed 3335.03 samples/sec Loss 0.1717 LearningRate 0.0010 Epoch: 17 Global Step: 300170 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:45,723-Speed 3292.77 samples/sec Loss 0.1739 LearningRate 0.0010 Epoch: 17 Global Step: 300180 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:48,815-Speed 3311.90 samples/sec Loss 0.2029 LearningRate 0.0010 Epoch: 17 Global Step: 300190 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:51,883-Speed 3338.16 samples/sec Loss 0.1649 LearningRate 0.0010 Epoch: 17 Global Step: 300200 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:54,944-Speed 3345.80 samples/sec Loss 0.1760 LearningRate 0.0010 Epoch: 17 Global Step: 300210 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:01:58,008-Speed 3343.15 samples/sec Loss 0.1669 LearningRate 0.0010 Epoch: 17 Global Step: 300220 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 07:02:01,078-Speed 3336.38 samples/sec Loss 0.1803 LearningRate 0.0010 Epoch: 17 Global Step: 300230 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:04,150-Speed 3335.03 samples/sec Loss 0.1697 LearningRate 0.0010 Epoch: 17 Global Step: 300240 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:07,232-Speed 3323.29 samples/sec Loss 0.1669 LearningRate 0.0010 Epoch: 17 Global Step: 300250 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:10,354-Speed 3280.74 samples/sec Loss 0.1669 LearningRate 0.0010 Epoch: 17 Global Step: 300260 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:13,471-Speed 3285.64 samples/sec Loss 0.1920 LearningRate 0.0010 Epoch: 17 Global Step: 300270 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:16,547-Speed 3340.96 samples/sec Loss 0.1615 LearningRate 0.0010 Epoch: 17 Global Step: 300280 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:19,605-Speed 3349.60 samples/sec Loss 0.1793 LearningRate 0.0010 Epoch: 17 Global Step: 300290 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:22,674-Speed 3337.02 samples/sec Loss 0.1653 LearningRate 0.0010 Epoch: 17 Global Step: 300300 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:25,742-Speed 3338.49 samples/sec Loss 0.1853 LearningRate 0.0010 Epoch: 17 Global Step: 300310 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:28,822-Speed 3326.12 samples/sec Loss 0.1803 LearningRate 0.0010 Epoch: 17 Global Step: 300320 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:31,884-Speed 3343.87 samples/sec Loss 0.1673 LearningRate 0.0010 Epoch: 17 Global Step: 300330 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 07:02:34,951-Speed 3340.55 samples/sec Loss 0.1624 LearningRate 0.0010 Epoch: 17 Global Step: 300340 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:38,013-Speed 3344.86 samples/sec Loss 0.1683 LearningRate 0.0010 Epoch: 17 Global Step: 300350 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:41,113-Speed 3303.73 samples/sec Loss 0.1697 LearningRate 0.0010 Epoch: 17 Global Step: 300360 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:44,198-Speed 3319.56 samples/sec Loss 0.1699 LearningRate 0.0010 Epoch: 17 Global Step: 300370 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:47,350-Speed 3251.25 samples/sec Loss 0.1680 LearningRate 0.0010 Epoch: 17 Global Step: 300380 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:02:50,460-Speed 3293.53 samples/sec Loss 0.1718 LearningRate 0.0010 Epoch: 17 Global Step: 300390 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:02:53,547-Speed 3317.52 samples/sec Loss 0.1660 LearningRate 0.0010 Epoch: 17 Global Step: 300400 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:02:56,618-Speed 3335.46 samples/sec Loss 0.1742 LearningRate 0.0010 Epoch: 17 Global Step: 300410 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:02:59,695-Speed 3328.73 samples/sec Loss 0.1802 LearningRate 0.0010 Epoch: 17 Global Step: 300420 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:03:03,349-Speed 2802.48 samples/sec Loss 0.1654 LearningRate 0.0010 Epoch: 17 Global Step: 300430 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:03:34,707-Speed 326.57 samples/sec Loss 0.1543 LearningRate 0.0010 Epoch: 18 Global Step: 300440 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:03:38,513-Speed 2691.68 samples/sec Loss 0.1188 LearningRate 0.0010 Epoch: 18 Global Step: 300450 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:03:41,688-Speed 3225.49 samples/sec Loss 0.1140 LearningRate 0.0010 Epoch: 18 Global Step: 300460 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:03:44,749-Speed 3346.57 samples/sec Loss 0.1332 LearningRate 0.0010 Epoch: 18 Global Step: 300470 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:03:47,851-Speed 3302.38 samples/sec Loss 0.1172 LearningRate 0.0010 Epoch: 18 Global Step: 300480 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:03:50,964-Speed 3289.98 samples/sec Loss 0.1257 LearningRate 0.0010 Epoch: 18 Global Step: 300490 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:03:54,109-Speed 3255.98 samples/sec Loss 0.1232 LearningRate 0.0010 Epoch: 18 Global Step: 300500 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:03:57,179-Speed 3336.57 samples/sec Loss 0.1299 LearningRate 0.0010 Epoch: 18 Global Step: 300510 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:00,241-Speed 3344.92 samples/sec Loss 0.1129 LearningRate 0.0010 Epoch: 18 Global Step: 300520 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:03,324-Speed 3322.75 samples/sec Loss 0.1268 LearningRate 0.0010 Epoch: 18 Global Step: 300530 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:06,521-Speed 3203.63 samples/sec Loss 0.1321 LearningRate 0.0010 Epoch: 18 Global Step: 300540 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:09,661-Speed 3262.45 samples/sec Loss 0.1186 LearningRate 0.0010 Epoch: 18 Global Step: 300550 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:12,730-Speed 3336.75 samples/sec Loss 0.1115 LearningRate 0.0010 Epoch: 18 Global Step: 300560 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:15,852-Speed 3280.97 samples/sec Loss 0.1295 LearningRate 0.0010 Epoch: 18 Global Step: 300570 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:18,982-Speed 3272.24 samples/sec Loss 0.1372 LearningRate 0.0010 Epoch: 18 Global Step: 300580 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:22,073-Speed 3314.00 samples/sec Loss 0.1142 LearningRate 0.0010 Epoch: 18 Global Step: 300590 Fp16 Grad Scale: 262144 Required: 4 hours Training: 2022-04-12 07:04:25,136-Speed 3343.90 samples/sec Loss 0.1274 LearningRate 0.0010 Epoch: 18 Global Step: 300600 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:28,217-Speed 3323.59 samples/sec Loss 0.1136 LearningRate 0.0010 Epoch: 18 Global Step: 300610 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:31,398-Speed 3220.03 samples/sec Loss 0.1216 LearningRate 0.0010 Epoch: 18 Global Step: 300620 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:04:34,478-Speed 3326.18 samples/sec Loss 0.1116 LearningRate 0.0010 Epoch: 18 Global Step: 300630 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:04:37,633-Speed 3246.42 samples/sec Loss 0.1218 LearningRate 0.0010 Epoch: 18 Global Step: 300640 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:04:40,783-Speed 3251.30 samples/sec Loss 0.1223 LearningRate 0.0010 Epoch: 18 Global Step: 300650 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:04:43,903-Speed 3283.01 samples/sec Loss 0.1277 LearningRate 0.0010 Epoch: 18 Global Step: 300660 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:04:47,366-Speed 2957.18 samples/sec Loss 0.1185 LearningRate 0.0010 Epoch: 18 Global Step: 300670 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:04:50,619-Speed 3148.45 samples/sec Loss 0.1226 LearningRate 0.0010 Epoch: 18 Global Step: 300680 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:04:53,857-Speed 3162.99 samples/sec Loss 0.1134 LearningRate 0.0010 Epoch: 18 Global Step: 300690 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:04:58,307-Speed 2301.58 samples/sec Loss 0.1170 LearningRate 0.0010 Epoch: 18 Global Step: 300700 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:05:02,616-Speed 2376.92 samples/sec Loss 0.1247 LearningRate 0.0010 Epoch: 18 Global Step: 300710 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:05:06,821-Speed 2435.98 samples/sec Loss 0.1203 LearningRate 0.0010 Epoch: 18 Global Step: 300720 Fp16 Grad Scale: 65536 Required: 4 hours Training: 2022-04-12 07:05:09,900-Speed 3325.74 samples/sec Loss 0.1184 LearningRate 0.0010 Epoch: 18 Global Step: 300730 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:05:12,975-Speed 3331.29 samples/sec Loss 0.1181 LearningRate 0.0010 Epoch: 18 Global Step: 300740 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:05:16,049-Speed 3331.04 samples/sec Loss 0.1213 LearningRate 0.0010 Epoch: 18 Global Step: 300750 Fp16 Grad Scale: 131072 Required: 4 hours Training: 2022-04-12 07:05:19,129-Speed 3326.41 samples/sec Loss 0.1084 LearningRate 0.0010 Epoch: 18 Global Step: 300760 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:22,235-Speed 3297.10 samples/sec Loss 0.1180 LearningRate 0.0010 Epoch: 18 Global Step: 300770 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:25,349-Speed 3289.47 samples/sec Loss 0.1167 LearningRate 0.0010 Epoch: 18 Global Step: 300780 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:28,421-Speed 3334.17 samples/sec Loss 0.1274 LearningRate 0.0010 Epoch: 18 Global Step: 300790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:31,491-Speed 3335.95 samples/sec Loss 0.1297 LearningRate 0.0010 Epoch: 18 Global Step: 300800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:34,558-Speed 3339.45 samples/sec Loss 0.1184 LearningRate 0.0010 Epoch: 18 Global Step: 300810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:37,648-Speed 3314.68 samples/sec Loss 0.1227 LearningRate 0.0010 Epoch: 18 Global Step: 300820 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:40,744-Speed 3308.07 samples/sec Loss 0.1254 LearningRate 0.0010 Epoch: 18 Global Step: 300830 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:05:43,844-Speed 3304.03 samples/sec Loss 0.1322 LearningRate 0.0010 Epoch: 18 Global Step: 300840 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:05:46,941-Speed 3307.17 samples/sec Loss 0.1264 LearningRate 0.0010 Epoch: 18 Global Step: 300850 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:05:50,042-Speed 3304.16 samples/sec Loss 0.1204 LearningRate 0.0010 Epoch: 18 Global Step: 300860 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:05:53,100-Speed 3349.48 samples/sec Loss 0.1154 LearningRate 0.0010 Epoch: 18 Global Step: 300870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:56,214-Speed 3288.83 samples/sec Loss 0.1109 LearningRate 0.0010 Epoch: 18 Global Step: 300880 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:05:59,277-Speed 3343.95 samples/sec Loss 0.1210 LearningRate 0.0010 Epoch: 18 Global Step: 300890 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:02,339-Speed 3344.63 samples/sec Loss 0.1192 LearningRate 0.0010 Epoch: 18 Global Step: 300900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:05,417-Speed 3327.13 samples/sec Loss 0.1303 LearningRate 0.0010 Epoch: 18 Global Step: 300910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:08,523-Speed 3297.76 samples/sec Loss 0.1217 LearningRate 0.0010 Epoch: 18 Global Step: 300920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:11,590-Speed 3339.10 samples/sec Loss 0.1155 LearningRate 0.0010 Epoch: 18 Global Step: 300930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:14,670-Speed 3325.57 samples/sec Loss 0.1252 LearningRate 0.0010 Epoch: 18 Global Step: 300940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:17,732-Speed 3345.94 samples/sec Loss 0.1173 LearningRate 0.0010 Epoch: 18 Global Step: 300950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:20,792-Speed 3346.56 samples/sec Loss 0.1154 LearningRate 0.0010 Epoch: 18 Global Step: 300960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:23,873-Speed 3324.69 samples/sec Loss 0.1182 LearningRate 0.0010 Epoch: 18 Global Step: 300970 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:06:26,951-Speed 3326.94 samples/sec Loss 0.1149 LearningRate 0.0010 Epoch: 18 Global Step: 300980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:30,014-Speed 3344.66 samples/sec Loss 0.1203 LearningRate 0.0010 Epoch: 18 Global Step: 300990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:33,075-Speed 3345.74 samples/sec Loss 0.1149 LearningRate 0.0010 Epoch: 18 Global Step: 301000 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:36,141-Speed 3340.43 samples/sec Loss 0.1143 LearningRate 0.0010 Epoch: 18 Global Step: 301010 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:39,242-Speed 3303.09 samples/sec Loss 0.1156 LearningRate 0.0010 Epoch: 18 Global Step: 301020 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:42,341-Speed 3305.89 samples/sec Loss 0.1165 LearningRate 0.0010 Epoch: 18 Global Step: 301030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:45,398-Speed 3350.12 samples/sec Loss 0.1210 LearningRate 0.0010 Epoch: 18 Global Step: 301040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:48,467-Speed 3337.31 samples/sec Loss 0.1085 LearningRate 0.0010 Epoch: 18 Global Step: 301050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:51,556-Speed 3316.49 samples/sec Loss 0.1188 LearningRate 0.0010 Epoch: 18 Global Step: 301060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:54,671-Speed 3287.23 samples/sec Loss 0.1060 LearningRate 0.0010 Epoch: 18 Global Step: 301070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:06:57,758-Speed 3318.43 samples/sec Loss 0.1201 LearningRate 0.0010 Epoch: 18 Global Step: 301080 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:07:00,845-Speed 3317.66 samples/sec Loss 0.1232 LearningRate 0.0010 Epoch: 18 Global Step: 301090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:03,985-Speed 3261.61 samples/sec Loss 0.1142 LearningRate 0.0010 Epoch: 18 Global Step: 301100 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:07,119-Speed 3268.59 samples/sec Loss 0.1222 LearningRate 0.0010 Epoch: 18 Global Step: 301110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:10,213-Speed 3310.34 samples/sec Loss 0.1307 LearningRate 0.0010 Epoch: 18 Global Step: 301120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:13,292-Speed 3326.17 samples/sec Loss 0.1142 LearningRate 0.0010 Epoch: 18 Global Step: 301130 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:16,385-Speed 3312.10 samples/sec Loss 0.1025 LearningRate 0.0010 Epoch: 18 Global Step: 301140 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:19,481-Speed 3307.75 samples/sec Loss 0.1123 LearningRate 0.0010 Epoch: 18 Global Step: 301150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:22,667-Speed 3215.34 samples/sec Loss 0.1289 LearningRate 0.0010 Epoch: 18 Global Step: 301160 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:25,765-Speed 3305.96 samples/sec Loss 0.1190 LearningRate 0.0010 Epoch: 18 Global Step: 301170 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:28,834-Speed 3336.68 samples/sec Loss 0.1162 LearningRate 0.0010 Epoch: 18 Global Step: 301180 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:31,919-Speed 3320.16 samples/sec Loss 0.1161 LearningRate 0.0010 Epoch: 18 Global Step: 301190 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:34,985-Speed 3341.56 samples/sec Loss 0.1135 LearningRate 0.0010 Epoch: 18 Global Step: 301200 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:38,150-Speed 3235.96 samples/sec Loss 0.1252 LearningRate 0.0010 Epoch: 18 Global Step: 301210 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:41,330-Speed 3220.09 samples/sec Loss 0.1244 LearningRate 0.0010 Epoch: 18 Global Step: 301220 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:44,413-Speed 3322.72 samples/sec Loss 0.1234 LearningRate 0.0010 Epoch: 18 Global Step: 301230 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:47,487-Speed 3332.32 samples/sec Loss 0.1062 LearningRate 0.0010 Epoch: 18 Global Step: 301240 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:50,552-Speed 3341.62 samples/sec Loss 0.1321 LearningRate 0.0010 Epoch: 18 Global Step: 301250 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:07:53,629-Speed 3328.84 samples/sec Loss 0.1172 LearningRate 0.0010 Epoch: 18 Global Step: 301260 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:56,744-Speed 3287.68 samples/sec Loss 0.1202 LearningRate 0.0010 Epoch: 18 Global Step: 301270 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:07:59,808-Speed 3342.63 samples/sec Loss 0.1115 LearningRate 0.0010 Epoch: 18 Global Step: 301280 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:02,876-Speed 3338.90 samples/sec Loss 0.1147 LearningRate 0.0009 Epoch: 18 Global Step: 301290 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:05,970-Speed 3310.65 samples/sec Loss 0.1184 LearningRate 0.0009 Epoch: 18 Global Step: 301300 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:09,095-Speed 3276.77 samples/sec Loss 0.1226 LearningRate 0.0009 Epoch: 18 Global Step: 301310 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:12,218-Speed 3279.22 samples/sec Loss 0.1304 LearningRate 0.0009 Epoch: 18 Global Step: 301320 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:15,434-Speed 3184.85 samples/sec Loss 0.1142 LearningRate 0.0009 Epoch: 18 Global Step: 301330 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:18,517-Speed 3322.11 samples/sec Loss 0.1246 LearningRate 0.0009 Epoch: 18 Global Step: 301340 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:21,627-Speed 3293.40 samples/sec Loss 0.1197 LearningRate 0.0009 Epoch: 18 Global Step: 301350 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:24,718-Speed 3313.82 samples/sec Loss 0.1105 LearningRate 0.0009 Epoch: 18 Global Step: 301360 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:27,792-Speed 3332.31 samples/sec Loss 0.1175 LearningRate 0.0009 Epoch: 18 Global Step: 301370 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:30,967-Speed 3225.80 samples/sec Loss 0.1170 LearningRate 0.0009 Epoch: 18 Global Step: 301380 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:34,053-Speed 3319.37 samples/sec Loss 0.1386 LearningRate 0.0009 Epoch: 18 Global Step: 301390 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:37,136-Speed 3322.39 samples/sec Loss 0.1292 LearningRate 0.0009 Epoch: 18 Global Step: 301400 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:08:40,237-Speed 3302.34 samples/sec Loss 0.1182 LearningRate 0.0009 Epoch: 18 Global Step: 301410 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:43,424-Speed 3213.76 samples/sec Loss 0.1139 LearningRate 0.0009 Epoch: 18 Global Step: 301420 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:46,494-Speed 3336.17 samples/sec Loss 0.1217 LearningRate 0.0009 Epoch: 18 Global Step: 301430 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:49,596-Speed 3302.17 samples/sec Loss 0.1246 LearningRate 0.0009 Epoch: 18 Global Step: 301440 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:52,715-Speed 3283.91 samples/sec Loss 0.1199 LearningRate 0.0009 Epoch: 18 Global Step: 301450 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:55,808-Speed 3311.67 samples/sec Loss 0.1167 LearningRate 0.0009 Epoch: 18 Global Step: 301460 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:08:58,880-Speed 3333.75 samples/sec Loss 0.1240 LearningRate 0.0009 Epoch: 18 Global Step: 301470 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:01,960-Speed 3325.56 samples/sec Loss 0.1301 LearningRate 0.0009 Epoch: 18 Global Step: 301480 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:05,077-Speed 3285.72 samples/sec Loss 0.1137 LearningRate 0.0009 Epoch: 18 Global Step: 301490 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:08,257-Speed 3221.34 samples/sec Loss 0.1178 LearningRate 0.0009 Epoch: 18 Global Step: 301500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:11,356-Speed 3304.58 samples/sec Loss 0.1273 LearningRate 0.0009 Epoch: 18 Global Step: 301510 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:09:14,453-Speed 3306.97 samples/sec Loss 0.1268 LearningRate 0.0009 Epoch: 18 Global Step: 301520 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:17,522-Speed 3337.73 samples/sec Loss 0.1081 LearningRate 0.0009 Epoch: 18 Global Step: 301530 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:20,606-Speed 3321.41 samples/sec Loss 0.1208 LearningRate 0.0009 Epoch: 18 Global Step: 301540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:23,705-Speed 3305.65 samples/sec Loss 0.1185 LearningRate 0.0009 Epoch: 18 Global Step: 301550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:26,852-Speed 3253.94 samples/sec Loss 0.1088 LearningRate 0.0009 Epoch: 18 Global Step: 301560 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:30,018-Speed 3235.89 samples/sec Loss 0.1260 LearningRate 0.0009 Epoch: 18 Global Step: 301570 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:33,083-Speed 3340.68 samples/sec Loss 0.1281 LearningRate 0.0009 Epoch: 18 Global Step: 301580 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:36,163-Speed 3326.05 samples/sec Loss 0.1107 LearningRate 0.0009 Epoch: 18 Global Step: 301590 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:39,267-Speed 3299.01 samples/sec Loss 0.1206 LearningRate 0.0009 Epoch: 18 Global Step: 301600 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:42,380-Speed 3290.84 samples/sec Loss 0.1235 LearningRate 0.0009 Epoch: 18 Global Step: 301610 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:09:45,451-Speed 3334.81 samples/sec Loss 0.1344 LearningRate 0.0009 Epoch: 18 Global Step: 301620 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:09:48,537-Speed 3318.78 samples/sec Loss 0.1188 LearningRate 0.0009 Epoch: 18 Global Step: 301630 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:09:51,653-Speed 3287.24 samples/sec Loss 0.1280 LearningRate 0.0009 Epoch: 18 Global Step: 301640 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:09:54,741-Speed 3316.70 samples/sec Loss 0.1132 LearningRate 0.0009 Epoch: 18 Global Step: 301650 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:09:57,923-Speed 3219.13 samples/sec Loss 0.1183 LearningRate 0.0009 Epoch: 18 Global Step: 301660 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:10:00,981-Speed 3349.29 samples/sec Loss 0.1126 LearningRate 0.0009 Epoch: 18 Global Step: 301670 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:04,103-Speed 3280.80 samples/sec Loss 0.1201 LearningRate 0.0009 Epoch: 18 Global Step: 301680 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:07,194-Speed 3313.07 samples/sec Loss 0.1219 LearningRate 0.0009 Epoch: 18 Global Step: 301690 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:10,273-Speed 3326.77 samples/sec Loss 0.1206 LearningRate 0.0009 Epoch: 18 Global Step: 301700 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:13,370-Speed 3307.71 samples/sec Loss 0.1162 LearningRate 0.0009 Epoch: 18 Global Step: 301710 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:16,442-Speed 3334.32 samples/sec Loss 0.1189 LearningRate 0.0009 Epoch: 18 Global Step: 301720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:19,553-Speed 3291.74 samples/sec Loss 0.1246 LearningRate 0.0009 Epoch: 18 Global Step: 301730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:22,619-Speed 3341.01 samples/sec Loss 0.1155 LearningRate 0.0009 Epoch: 18 Global Step: 301740 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:25,688-Speed 3336.84 samples/sec Loss 0.1227 LearningRate 0.0009 Epoch: 18 Global Step: 301750 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:28,773-Speed 3320.67 samples/sec Loss 0.1255 LearningRate 0.0009 Epoch: 18 Global Step: 301760 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:31,829-Speed 3351.65 samples/sec Loss 0.1238 LearningRate 0.0009 Epoch: 18 Global Step: 301770 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:34,893-Speed 3341.88 samples/sec Loss 0.1177 LearningRate 0.0009 Epoch: 18 Global Step: 301780 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:37,983-Speed 3315.43 samples/sec Loss 0.1216 LearningRate 0.0009 Epoch: 18 Global Step: 301790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:41,063-Speed 3325.97 samples/sec Loss 0.1074 LearningRate 0.0009 Epoch: 18 Global Step: 301800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:44,171-Speed 3295.32 samples/sec Loss 0.1191 LearningRate 0.0009 Epoch: 18 Global Step: 301810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:47,274-Speed 3301.29 samples/sec Loss 0.1225 LearningRate 0.0009 Epoch: 18 Global Step: 301820 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:50,395-Speed 3280.75 samples/sec Loss 0.1188 LearningRate 0.0009 Epoch: 18 Global Step: 301830 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:53,462-Speed 3340.15 samples/sec Loss 0.1172 LearningRate 0.0009 Epoch: 18 Global Step: 301840 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:56,596-Speed 3268.27 samples/sec Loss 0.1256 LearningRate 0.0009 Epoch: 18 Global Step: 301850 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:10:59,666-Speed 3336.32 samples/sec Loss 0.1195 LearningRate 0.0009 Epoch: 18 Global Step: 301860 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:02,730-Speed 3342.22 samples/sec Loss 0.1206 LearningRate 0.0009 Epoch: 18 Global Step: 301870 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:11:05,826-Speed 3308.11 samples/sec Loss 0.1167 LearningRate 0.0009 Epoch: 18 Global Step: 301880 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:11:08,956-Speed 3272.46 samples/sec Loss 0.1248 LearningRate 0.0009 Epoch: 18 Global Step: 301890 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:12,103-Speed 3254.91 samples/sec Loss 0.1129 LearningRate 0.0009 Epoch: 18 Global Step: 301900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:15,167-Speed 3343.08 samples/sec Loss 0.1317 LearningRate 0.0009 Epoch: 18 Global Step: 301910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:18,365-Speed 3201.97 samples/sec Loss 0.1199 LearningRate 0.0009 Epoch: 18 Global Step: 301920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:21,448-Speed 3322.66 samples/sec Loss 0.1117 LearningRate 0.0009 Epoch: 18 Global Step: 301930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:24,595-Speed 3254.49 samples/sec Loss 0.1095 LearningRate 0.0009 Epoch: 18 Global Step: 301940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:27,772-Speed 3223.61 samples/sec Loss 0.1262 LearningRate 0.0009 Epoch: 18 Global Step: 301950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:30,911-Speed 3263.75 samples/sec Loss 0.1199 LearningRate 0.0009 Epoch: 18 Global Step: 301960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:33,993-Speed 3323.14 samples/sec Loss 0.1169 LearningRate 0.0009 Epoch: 18 Global Step: 301970 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:37,059-Speed 3340.87 samples/sec Loss 0.1237 LearningRate 0.0009 Epoch: 18 Global Step: 301980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:40,140-Speed 3324.51 samples/sec Loss 0.1112 LearningRate 0.0009 Epoch: 18 Global Step: 301990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:11:43,267-Speed 3275.46 samples/sec Loss 0.1294 LearningRate 0.0009 Epoch: 18 Global Step: 302000 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:12:27,231-[lfw][302000]XNorm: 20.738596 Training: 2022-04-12 07:12:27,232-[lfw][302000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 07:12:27,232-[lfw][302000]Accuracy-Highest: 0.99817 Training: 2022-04-12 07:13:17,859-[cfp_fp][302000]XNorm: 22.564360 Training: 2022-04-12 07:13:17,859-[cfp_fp][302000]Accuracy-Flip: 0.99143+-0.00373 Training: 2022-04-12 07:13:17,860-[cfp_fp][302000]Accuracy-Highest: 0.99200 Training: 2022-04-12 07:14:01,355-[agedb_30][302000]XNorm: 22.712201 Training: 2022-04-12 07:14:01,355-[agedb_30][302000]Accuracy-Flip: 0.98600+-0.00544 Training: 2022-04-12 07:14:01,356-[agedb_30][302000]Accuracy-Highest: 0.98650 Training: 2022-04-12 07:14:04,417-Speed 72.55 samples/sec Loss 0.1245 LearningRate 0.0009 Epoch: 18 Global Step: 302010 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:07,467-Speed 3357.20 samples/sec Loss 0.1222 LearningRate 0.0009 Epoch: 18 Global Step: 302020 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:10,543-Speed 3330.65 samples/sec Loss 0.1021 LearningRate 0.0009 Epoch: 18 Global Step: 302030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:13,607-Speed 3342.47 samples/sec Loss 0.1308 LearningRate 0.0009 Epoch: 18 Global Step: 302040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:16,657-Speed 3357.62 samples/sec Loss 0.1287 LearningRate 0.0009 Epoch: 18 Global Step: 302050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:19,733-Speed 3330.39 samples/sec Loss 0.1218 LearningRate 0.0009 Epoch: 18 Global Step: 302060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:22,855-Speed 3280.04 samples/sec Loss 0.1200 LearningRate 0.0009 Epoch: 18 Global Step: 302070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:25,933-Speed 3327.58 samples/sec Loss 0.1204 LearningRate 0.0009 Epoch: 18 Global Step: 302080 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:29,141-Speed 3193.41 samples/sec Loss 0.1136 LearningRate 0.0009 Epoch: 18 Global Step: 302090 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:14:32,217-Speed 3328.97 samples/sec Loss 0.1192 LearningRate 0.0009 Epoch: 18 Global Step: 302100 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:35,443-Speed 3175.03 samples/sec Loss 0.1244 LearningRate 0.0009 Epoch: 18 Global Step: 302110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:38,539-Speed 3309.07 samples/sec Loss 0.1225 LearningRate 0.0009 Epoch: 18 Global Step: 302120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:41,605-Speed 3339.87 samples/sec Loss 0.1277 LearningRate 0.0009 Epoch: 18 Global Step: 302130 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:44,809-Speed 3197.30 samples/sec Loss 0.1108 LearningRate 0.0009 Epoch: 18 Global Step: 302140 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:47,919-Speed 3293.36 samples/sec Loss 0.1225 LearningRate 0.0009 Epoch: 18 Global Step: 302150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:50,986-Speed 3339.46 samples/sec Loss 0.1147 LearningRate 0.0009 Epoch: 18 Global Step: 302160 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:54,042-Speed 3351.03 samples/sec Loss 0.1372 LearningRate 0.0009 Epoch: 18 Global Step: 302170 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:14:57,102-Speed 3347.44 samples/sec Loss 0.1151 LearningRate 0.0009 Epoch: 18 Global Step: 302180 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:15:00,206-Speed 3300.23 samples/sec Loss 0.1213 LearningRate 0.0009 Epoch: 18 Global Step: 302190 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:15:03,291-Speed 3319.51 samples/sec Loss 0.1303 LearningRate 0.0009 Epoch: 18 Global Step: 302200 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:15:06,430-Speed 3262.38 samples/sec Loss 0.1189 LearningRate 0.0009 Epoch: 18 Global Step: 302210 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:15:09,498-Speed 3338.65 samples/sec Loss 0.1270 LearningRate 0.0009 Epoch: 18 Global Step: 302220 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:15:12,562-Speed 3343.36 samples/sec Loss 0.1192 LearningRate 0.0009 Epoch: 18 Global Step: 302230 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:15:15,630-Speed 3338.41 samples/sec Loss 0.1350 LearningRate 0.0009 Epoch: 18 Global Step: 302240 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:15:18,683-Speed 3355.11 samples/sec Loss 0.1063 LearningRate 0.0009 Epoch: 18 Global Step: 302250 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:21,752-Speed 3337.37 samples/sec Loss 0.1101 LearningRate 0.0009 Epoch: 18 Global Step: 302260 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:24,812-Speed 3347.12 samples/sec Loss 0.1325 LearningRate 0.0009 Epoch: 18 Global Step: 302270 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:27,888-Speed 3329.29 samples/sec Loss 0.1064 LearningRate 0.0009 Epoch: 18 Global Step: 302280 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:30,958-Speed 3336.77 samples/sec Loss 0.1219 LearningRate 0.0009 Epoch: 18 Global Step: 302290 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:34,027-Speed 3336.92 samples/sec Loss 0.1209 LearningRate 0.0009 Epoch: 18 Global Step: 302300 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:37,104-Speed 3329.08 samples/sec Loss 0.1272 LearningRate 0.0009 Epoch: 18 Global Step: 302310 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:40,195-Speed 3312.94 samples/sec Loss 0.1312 LearningRate 0.0009 Epoch: 18 Global Step: 302320 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:43,270-Speed 3330.44 samples/sec Loss 0.1265 LearningRate 0.0009 Epoch: 18 Global Step: 302330 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:46,333-Speed 3344.84 samples/sec Loss 0.1137 LearningRate 0.0009 Epoch: 18 Global Step: 302340 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:49,426-Speed 3311.14 samples/sec Loss 0.1195 LearningRate 0.0009 Epoch: 18 Global Step: 302350 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:15:52,577-Speed 3251.06 samples/sec Loss 0.1178 LearningRate 0.0009 Epoch: 18 Global Step: 302360 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:15:55,635-Speed 3349.41 samples/sec Loss 0.1103 LearningRate 0.0009 Epoch: 18 Global Step: 302370 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:15:58,725-Speed 3314.73 samples/sec Loss 0.1023 LearningRate 0.0009 Epoch: 18 Global Step: 302380 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:01,823-Speed 3305.38 samples/sec Loss 0.1097 LearningRate 0.0009 Epoch: 18 Global Step: 302390 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:04,901-Speed 3327.30 samples/sec Loss 0.1319 LearningRate 0.0009 Epoch: 18 Global Step: 302400 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:08,006-Speed 3298.89 samples/sec Loss 0.1193 LearningRate 0.0009 Epoch: 18 Global Step: 302410 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:11,065-Speed 3348.51 samples/sec Loss 0.1366 LearningRate 0.0009 Epoch: 18 Global Step: 302420 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:14,173-Speed 3295.97 samples/sec Loss 0.1276 LearningRate 0.0009 Epoch: 18 Global Step: 302430 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:17,236-Speed 3344.47 samples/sec Loss 0.1141 LearningRate 0.0009 Epoch: 18 Global Step: 302440 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:20,322-Speed 3317.81 samples/sec Loss 0.1173 LearningRate 0.0009 Epoch: 18 Global Step: 302450 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:23,420-Speed 3306.33 samples/sec Loss 0.1192 LearningRate 0.0009 Epoch: 18 Global Step: 302460 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:16:26,540-Speed 3282.69 samples/sec Loss 0.1192 LearningRate 0.0009 Epoch: 18 Global Step: 302470 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:29,602-Speed 3345.69 samples/sec Loss 0.1177 LearningRate 0.0009 Epoch: 18 Global Step: 302480 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:32,666-Speed 3342.04 samples/sec Loss 0.1226 LearningRate 0.0009 Epoch: 18 Global Step: 302490 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:35,740-Speed 3331.77 samples/sec Loss 0.1251 LearningRate 0.0009 Epoch: 18 Global Step: 302500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:38,810-Speed 3336.05 samples/sec Loss 0.1152 LearningRate 0.0009 Epoch: 18 Global Step: 302510 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:41,869-Speed 3348.86 samples/sec Loss 0.1321 LearningRate 0.0009 Epoch: 18 Global Step: 302520 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:44,937-Speed 3338.77 samples/sec Loss 0.1177 LearningRate 0.0009 Epoch: 18 Global Step: 302530 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:48,000-Speed 3344.00 samples/sec Loss 0.1151 LearningRate 0.0009 Epoch: 18 Global Step: 302540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:51,083-Speed 3321.96 samples/sec Loss 0.1227 LearningRate 0.0009 Epoch: 18 Global Step: 302550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:54,176-Speed 3310.61 samples/sec Loss 0.1251 LearningRate 0.0009 Epoch: 18 Global Step: 302560 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:16:57,287-Speed 3292.77 samples/sec Loss 0.1147 LearningRate 0.0009 Epoch: 18 Global Step: 302570 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:00,437-Speed 3251.70 samples/sec Loss 0.1232 LearningRate 0.0009 Epoch: 18 Global Step: 302580 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:03,500-Speed 3343.26 samples/sec Loss 0.1222 LearningRate 0.0009 Epoch: 18 Global Step: 302590 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:06,611-Speed 3292.80 samples/sec Loss 0.1121 LearningRate 0.0009 Epoch: 18 Global Step: 302600 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:09,739-Speed 3274.38 samples/sec Loss 0.1179 LearningRate 0.0009 Epoch: 18 Global Step: 302610 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:12,838-Speed 3305.22 samples/sec Loss 0.1043 LearningRate 0.0009 Epoch: 18 Global Step: 302620 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:15,923-Speed 3319.96 samples/sec Loss 0.1208 LearningRate 0.0009 Epoch: 18 Global Step: 302630 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:19,041-Speed 3284.64 samples/sec Loss 0.1201 LearningRate 0.0009 Epoch: 18 Global Step: 302640 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:22,102-Speed 3345.94 samples/sec Loss 0.1335 LearningRate 0.0009 Epoch: 18 Global Step: 302650 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:25,166-Speed 3342.40 samples/sec Loss 0.1280 LearningRate 0.0009 Epoch: 18 Global Step: 302660 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:17:28,234-Speed 3339.21 samples/sec Loss 0.1292 LearningRate 0.0009 Epoch: 18 Global Step: 302670 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:31,345-Speed 3291.58 samples/sec Loss 0.1220 LearningRate 0.0009 Epoch: 18 Global Step: 302680 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:34,454-Speed 3295.19 samples/sec Loss 0.1189 LearningRate 0.0009 Epoch: 18 Global Step: 302690 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:37,551-Speed 3306.75 samples/sec Loss 0.1181 LearningRate 0.0009 Epoch: 18 Global Step: 302700 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:40,651-Speed 3303.84 samples/sec Loss 0.1207 LearningRate 0.0009 Epoch: 18 Global Step: 302710 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:43,724-Speed 3332.98 samples/sec Loss 0.1258 LearningRate 0.0009 Epoch: 18 Global Step: 302720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:46,786-Speed 3345.30 samples/sec Loss 0.1072 LearningRate 0.0009 Epoch: 18 Global Step: 302730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:49,900-Speed 3289.26 samples/sec Loss 0.1184 LearningRate 0.0009 Epoch: 18 Global Step: 302740 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:52,979-Speed 3326.15 samples/sec Loss 0.1300 LearningRate 0.0009 Epoch: 18 Global Step: 302750 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:56,035-Speed 3350.77 samples/sec Loss 0.1135 LearningRate 0.0009 Epoch: 18 Global Step: 302760 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:17:59,117-Speed 3323.79 samples/sec Loss 0.1177 LearningRate 0.0009 Epoch: 18 Global Step: 302770 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:18:02,178-Speed 3346.29 samples/sec Loss 0.1192 LearningRate 0.0009 Epoch: 18 Global Step: 302780 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:05,243-Speed 3342.12 samples/sec Loss 0.1261 LearningRate 0.0009 Epoch: 18 Global Step: 302790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:08,305-Speed 3345.23 samples/sec Loss 0.1239 LearningRate 0.0009 Epoch: 18 Global Step: 302800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:11,403-Speed 3305.01 samples/sec Loss 0.1155 LearningRate 0.0009 Epoch: 18 Global Step: 302810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:14,468-Speed 3342.63 samples/sec Loss 0.1164 LearningRate 0.0009 Epoch: 18 Global Step: 302820 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:17,618-Speed 3251.07 samples/sec Loss 0.1242 LearningRate 0.0009 Epoch: 18 Global Step: 302830 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:20,751-Speed 3269.20 samples/sec Loss 0.1171 LearningRate 0.0009 Epoch: 18 Global Step: 302840 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:23,824-Speed 3332.93 samples/sec Loss 0.1203 LearningRate 0.0009 Epoch: 18 Global Step: 302850 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:26,913-Speed 3315.04 samples/sec Loss 0.1139 LearningRate 0.0009 Epoch: 18 Global Step: 302860 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:30,083-Speed 3231.97 samples/sec Loss 0.1163 LearningRate 0.0009 Epoch: 18 Global Step: 302870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:33,196-Speed 3290.06 samples/sec Loss 0.1223 LearningRate 0.0009 Epoch: 18 Global Step: 302880 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:18:36,266-Speed 3336.94 samples/sec Loss 0.1401 LearningRate 0.0009 Epoch: 18 Global Step: 302890 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:18:39,320-Speed 3352.75 samples/sec Loss 0.1280 LearningRate 0.0009 Epoch: 18 Global Step: 302900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:42,419-Speed 3305.39 samples/sec Loss 0.1257 LearningRate 0.0009 Epoch: 18 Global Step: 302910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:45,498-Speed 3326.70 samples/sec Loss 0.1208 LearningRate 0.0009 Epoch: 18 Global Step: 302920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:48,575-Speed 3327.81 samples/sec Loss 0.1250 LearningRate 0.0009 Epoch: 18 Global Step: 302930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:51,637-Speed 3345.15 samples/sec Loss 0.1149 LearningRate 0.0009 Epoch: 18 Global Step: 302940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:54,780-Speed 3259.45 samples/sec Loss 0.1156 LearningRate 0.0009 Epoch: 18 Global Step: 302950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:18:57,856-Speed 3329.85 samples/sec Loss 0.1085 LearningRate 0.0009 Epoch: 18 Global Step: 302960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:00,936-Speed 3325.00 samples/sec Loss 0.1233 LearningRate 0.0009 Epoch: 18 Global Step: 302970 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:04,000-Speed 3343.06 samples/sec Loss 0.1168 LearningRate 0.0009 Epoch: 18 Global Step: 302980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:07,097-Speed 3307.69 samples/sec Loss 0.1225 LearningRate 0.0009 Epoch: 18 Global Step: 302990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:10,168-Speed 3334.69 samples/sec Loss 0.1156 LearningRate 0.0009 Epoch: 18 Global Step: 303000 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:19:13,320-Speed 3248.89 samples/sec Loss 0.1128 LearningRate 0.0009 Epoch: 18 Global Step: 303010 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:19:16,457-Speed 3265.28 samples/sec Loss 0.1192 LearningRate 0.0009 Epoch: 18 Global Step: 303020 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:19:19,550-Speed 3312.18 samples/sec Loss 0.1165 LearningRate 0.0009 Epoch: 18 Global Step: 303030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:22,677-Speed 3275.07 samples/sec Loss 0.1168 LearningRate 0.0009 Epoch: 18 Global Step: 303040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:25,850-Speed 3227.84 samples/sec Loss 0.1190 LearningRate 0.0008 Epoch: 18 Global Step: 303050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:28,941-Speed 3314.08 samples/sec Loss 0.1251 LearningRate 0.0008 Epoch: 18 Global Step: 303060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:32,136-Speed 3205.19 samples/sec Loss 0.1161 LearningRate 0.0008 Epoch: 18 Global Step: 303070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:35,284-Speed 3252.94 samples/sec Loss 0.1180 LearningRate 0.0008 Epoch: 18 Global Step: 303080 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:38,501-Speed 3184.35 samples/sec Loss 0.1290 LearningRate 0.0008 Epoch: 18 Global Step: 303090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:41,612-Speed 3292.44 samples/sec Loss 0.1227 LearningRate 0.0008 Epoch: 18 Global Step: 303100 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:44,764-Speed 3248.85 samples/sec Loss 0.1164 LearningRate 0.0008 Epoch: 18 Global Step: 303110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:47,882-Speed 3285.33 samples/sec Loss 0.1259 LearningRate 0.0008 Epoch: 18 Global Step: 303120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:51,002-Speed 3283.49 samples/sec Loss 0.1078 LearningRate 0.0008 Epoch: 18 Global Step: 303130 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:19:54,078-Speed 3329.68 samples/sec Loss 0.1173 LearningRate 0.0008 Epoch: 18 Global Step: 303140 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:19:57,171-Speed 3311.41 samples/sec Loss 0.1198 LearningRate 0.0008 Epoch: 18 Global Step: 303150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:00,334-Speed 3239.47 samples/sec Loss 0.1200 LearningRate 0.0008 Epoch: 18 Global Step: 303160 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:03,442-Speed 3296.06 samples/sec Loss 0.1220 LearningRate 0.0008 Epoch: 18 Global Step: 303170 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:06,539-Speed 3306.99 samples/sec Loss 0.1075 LearningRate 0.0008 Epoch: 18 Global Step: 303180 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:09,611-Speed 3333.60 samples/sec Loss 0.1160 LearningRate 0.0008 Epoch: 18 Global Step: 303190 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:12,744-Speed 3270.34 samples/sec Loss 0.1114 LearningRate 0.0008 Epoch: 18 Global Step: 303200 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:15,861-Speed 3286.28 samples/sec Loss 0.1147 LearningRate 0.0008 Epoch: 18 Global Step: 303210 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:19,026-Speed 3235.36 samples/sec Loss 0.1215 LearningRate 0.0008 Epoch: 18 Global Step: 303220 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:22,105-Speed 3326.72 samples/sec Loss 0.1221 LearningRate 0.0008 Epoch: 18 Global Step: 303230 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:25,257-Speed 3249.32 samples/sec Loss 0.1080 LearningRate 0.0008 Epoch: 18 Global Step: 303240 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:28,369-Speed 3291.10 samples/sec Loss 0.1335 LearningRate 0.0008 Epoch: 18 Global Step: 303250 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:31,468-Speed 3305.80 samples/sec Loss 0.1205 LearningRate 0.0008 Epoch: 18 Global Step: 303260 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:34,546-Speed 3326.63 samples/sec Loss 0.1239 LearningRate 0.0008 Epoch: 18 Global Step: 303270 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:37,664-Speed 3285.53 samples/sec Loss 0.1253 LearningRate 0.0008 Epoch: 18 Global Step: 303280 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:40,759-Speed 3309.52 samples/sec Loss 0.1172 LearningRate 0.0008 Epoch: 18 Global Step: 303290 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:43,892-Speed 3269.32 samples/sec Loss 0.1274 LearningRate 0.0008 Epoch: 18 Global Step: 303300 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:47,024-Speed 3270.12 samples/sec Loss 0.1167 LearningRate 0.0008 Epoch: 18 Global Step: 303310 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:50,087-Speed 3343.76 samples/sec Loss 0.1133 LearningRate 0.0008 Epoch: 18 Global Step: 303320 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:53,160-Speed 3333.34 samples/sec Loss 0.1249 LearningRate 0.0008 Epoch: 18 Global Step: 303330 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:20:56,234-Speed 3331.93 samples/sec Loss 0.1178 LearningRate 0.0008 Epoch: 18 Global Step: 303340 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:20:59,302-Speed 3338.24 samples/sec Loss 0.1228 LearningRate 0.0008 Epoch: 18 Global Step: 303350 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:21:02,376-Speed 3332.34 samples/sec Loss 0.1193 LearningRate 0.0008 Epoch: 18 Global Step: 303360 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:21:05,434-Speed 3349.25 samples/sec Loss 0.1139 LearningRate 0.0008 Epoch: 18 Global Step: 303370 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:21:08,535-Speed 3302.52 samples/sec Loss 0.1141 LearningRate 0.0008 Epoch: 18 Global Step: 303380 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:21:11,619-Speed 3321.14 samples/sec Loss 0.1174 LearningRate 0.0008 Epoch: 18 Global Step: 303390 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:14,696-Speed 3328.83 samples/sec Loss 0.1158 LearningRate 0.0008 Epoch: 18 Global Step: 303400 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:17,768-Speed 3333.96 samples/sec Loss 0.1127 LearningRate 0.0008 Epoch: 18 Global Step: 303410 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:20,907-Speed 3262.68 samples/sec Loss 0.1274 LearningRate 0.0008 Epoch: 18 Global Step: 303420 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:23,996-Speed 3315.48 samples/sec Loss 0.1204 LearningRate 0.0008 Epoch: 18 Global Step: 303430 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:27,071-Speed 3331.30 samples/sec Loss 0.1197 LearningRate 0.0008 Epoch: 18 Global Step: 303440 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:30,275-Speed 3196.82 samples/sec Loss 0.1255 LearningRate 0.0008 Epoch: 18 Global Step: 303450 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:33,376-Speed 3303.25 samples/sec Loss 0.1209 LearningRate 0.0008 Epoch: 18 Global Step: 303460 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:36,445-Speed 3337.37 samples/sec Loss 0.1196 LearningRate 0.0008 Epoch: 18 Global Step: 303470 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:39,505-Speed 3347.05 samples/sec Loss 0.1231 LearningRate 0.0008 Epoch: 18 Global Step: 303480 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:21:42,656-Speed 3249.87 samples/sec Loss 0.1136 LearningRate 0.0008 Epoch: 18 Global Step: 303490 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:21:45,766-Speed 3294.01 samples/sec Loss 0.1192 LearningRate 0.0008 Epoch: 18 Global Step: 303500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:21:48,834-Speed 3338.55 samples/sec Loss 0.1206 LearningRate 0.0008 Epoch: 18 Global Step: 303510 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:21:51,915-Speed 3323.84 samples/sec Loss 0.1245 LearningRate 0.0008 Epoch: 18 Global Step: 303520 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:21:55,007-Speed 3312.18 samples/sec Loss 0.1288 LearningRate 0.0008 Epoch: 18 Global Step: 303530 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:21:58,091-Speed 3321.66 samples/sec Loss 0.1147 LearningRate 0.0008 Epoch: 18 Global Step: 303540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:01,165-Speed 3332.27 samples/sec Loss 0.1134 LearningRate 0.0008 Epoch: 18 Global Step: 303550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:04,284-Speed 3283.78 samples/sec Loss 0.1261 LearningRate 0.0008 Epoch: 18 Global Step: 303560 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:07,349-Speed 3341.55 samples/sec Loss 0.1232 LearningRate 0.0008 Epoch: 18 Global Step: 303570 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:10,530-Speed 3219.41 samples/sec Loss 0.1298 LearningRate 0.0008 Epoch: 18 Global Step: 303580 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:13,717-Speed 3213.49 samples/sec Loss 0.1119 LearningRate 0.0008 Epoch: 18 Global Step: 303590 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:16,783-Speed 3340.99 samples/sec Loss 0.1022 LearningRate 0.0008 Epoch: 18 Global Step: 303600 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:19,849-Speed 3340.85 samples/sec Loss 0.1107 LearningRate 0.0008 Epoch: 18 Global Step: 303610 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:22,922-Speed 3333.11 samples/sec Loss 0.1225 LearningRate 0.0008 Epoch: 18 Global Step: 303620 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:25,993-Speed 3334.67 samples/sec Loss 0.1216 LearningRate 0.0008 Epoch: 18 Global Step: 303630 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:29,093-Speed 3304.11 samples/sec Loss 0.1059 LearningRate 0.0008 Epoch: 18 Global Step: 303640 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:32,231-Speed 3264.17 samples/sec Loss 0.1219 LearningRate 0.0008 Epoch: 18 Global Step: 303650 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:22:35,295-Speed 3343.03 samples/sec Loss 0.1167 LearningRate 0.0008 Epoch: 18 Global Step: 303660 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:38,375-Speed 3325.10 samples/sec Loss 0.1271 LearningRate 0.0008 Epoch: 18 Global Step: 303670 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:41,590-Speed 3186.12 samples/sec Loss 0.1196 LearningRate 0.0008 Epoch: 18 Global Step: 303680 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:44,679-Speed 3315.16 samples/sec Loss 0.1310 LearningRate 0.0008 Epoch: 18 Global Step: 303690 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:47,740-Speed 3345.93 samples/sec Loss 0.1256 LearningRate 0.0008 Epoch: 18 Global Step: 303700 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:50,810-Speed 3336.06 samples/sec Loss 0.1166 LearningRate 0.0008 Epoch: 18 Global Step: 303710 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:53,884-Speed 3332.44 samples/sec Loss 0.1230 LearningRate 0.0008 Epoch: 18 Global Step: 303720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:22:56,948-Speed 3343.22 samples/sec Loss 0.1175 LearningRate 0.0008 Epoch: 18 Global Step: 303730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:00,022-Speed 3332.05 samples/sec Loss 0.1327 LearningRate 0.0008 Epoch: 18 Global Step: 303740 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:03,086-Speed 3342.78 samples/sec Loss 0.1194 LearningRate 0.0008 Epoch: 18 Global Step: 303750 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:06,150-Speed 3342.54 samples/sec Loss 0.1146 LearningRate 0.0008 Epoch: 18 Global Step: 303760 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:23:09,216-Speed 3340.79 samples/sec Loss 0.1334 LearningRate 0.0008 Epoch: 18 Global Step: 303770 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:23:12,282-Speed 3340.63 samples/sec Loss 0.1363 LearningRate 0.0008 Epoch: 18 Global Step: 303780 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:23:15,343-Speed 3345.31 samples/sec Loss 0.1255 LearningRate 0.0008 Epoch: 18 Global Step: 303790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:18,412-Speed 3337.52 samples/sec Loss 0.1238 LearningRate 0.0008 Epoch: 18 Global Step: 303800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:21,480-Speed 3338.99 samples/sec Loss 0.1155 LearningRate 0.0008 Epoch: 18 Global Step: 303810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:24,567-Speed 3317.67 samples/sec Loss 0.1184 LearningRate 0.0008 Epoch: 18 Global Step: 303820 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:27,638-Speed 3334.85 samples/sec Loss 0.1110 LearningRate 0.0008 Epoch: 18 Global Step: 303830 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:30,733-Speed 3310.31 samples/sec Loss 0.1256 LearningRate 0.0008 Epoch: 18 Global Step: 303840 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:33,869-Speed 3265.24 samples/sec Loss 0.1208 LearningRate 0.0008 Epoch: 18 Global Step: 303850 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:36,945-Speed 3330.63 samples/sec Loss 0.1355 LearningRate 0.0008 Epoch: 18 Global Step: 303860 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:40,010-Speed 3341.55 samples/sec Loss 0.1176 LearningRate 0.0008 Epoch: 18 Global Step: 303870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:43,080-Speed 3335.84 samples/sec Loss 0.1190 LearningRate 0.0008 Epoch: 18 Global Step: 303880 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:46,176-Speed 3307.88 samples/sec Loss 0.1202 LearningRate 0.0008 Epoch: 18 Global Step: 303890 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:23:49,233-Speed 3350.52 samples/sec Loss 0.1260 LearningRate 0.0008 Epoch: 18 Global Step: 303900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:52,319-Speed 3319.47 samples/sec Loss 0.1164 LearningRate 0.0008 Epoch: 18 Global Step: 303910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:55,393-Speed 3331.77 samples/sec Loss 0.1174 LearningRate 0.0008 Epoch: 18 Global Step: 303920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:23:58,579-Speed 3215.18 samples/sec Loss 0.1189 LearningRate 0.0008 Epoch: 18 Global Step: 303930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:24:01,649-Speed 3335.60 samples/sec Loss 0.1194 LearningRate 0.0008 Epoch: 18 Global Step: 303940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:24:04,715-Speed 3340.51 samples/sec Loss 0.1192 LearningRate 0.0008 Epoch: 18 Global Step: 303950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:24:07,805-Speed 3315.06 samples/sec Loss 0.1258 LearningRate 0.0008 Epoch: 18 Global Step: 303960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:24:10,882-Speed 3327.89 samples/sec Loss 0.1259 LearningRate 0.0008 Epoch: 18 Global Step: 303970 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:24:14,038-Speed 3246.33 samples/sec Loss 0.1281 LearningRate 0.0008 Epoch: 18 Global Step: 303980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:24:17,181-Speed 3258.84 samples/sec Loss 0.1251 LearningRate 0.0008 Epoch: 18 Global Step: 303990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:24:20,262-Speed 3323.88 samples/sec Loss 0.1233 LearningRate 0.0008 Epoch: 18 Global Step: 304000 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:25:03,967-[lfw][304000]XNorm: 20.753942 Training: 2022-04-12 07:25:03,968-[lfw][304000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 07:25:03,969-[lfw][304000]Accuracy-Highest: 0.99817 Training: 2022-04-12 07:25:54,402-[cfp_fp][304000]XNorm: 22.611503 Training: 2022-04-12 07:25:54,403-[cfp_fp][304000]Accuracy-Flip: 0.99200+-0.00405 Training: 2022-04-12 07:25:54,403-[cfp_fp][304000]Accuracy-Highest: 0.99200 Training: 2022-04-12 07:26:37,832-[agedb_30][304000]XNorm: 22.824218 Training: 2022-04-12 07:26:37,833-[agedb_30][304000]Accuracy-Flip: 0.98517+-0.00589 Training: 2022-04-12 07:26:37,833-[agedb_30][304000]Accuracy-Highest: 0.98650 Training: 2022-04-12 07:26:40,929-Speed 72.80 samples/sec Loss 0.1277 LearningRate 0.0008 Epoch: 18 Global Step: 304010 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:26:44,004-Speed 3330.97 samples/sec Loss 0.1190 LearningRate 0.0008 Epoch: 18 Global Step: 304020 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:26:47,067-Speed 3343.91 samples/sec Loss 0.1139 LearningRate 0.0008 Epoch: 18 Global Step: 304030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:26:50,149-Speed 3323.82 samples/sec Loss 0.1182 LearningRate 0.0008 Epoch: 18 Global Step: 304040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:26:53,248-Speed 3304.76 samples/sec Loss 0.1202 LearningRate 0.0008 Epoch: 18 Global Step: 304050 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:26:56,372-Speed 3277.81 samples/sec Loss 0.1211 LearningRate 0.0008 Epoch: 18 Global Step: 304060 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:26:59,511-Speed 3262.98 samples/sec Loss 0.1232 LearningRate 0.0008 Epoch: 18 Global Step: 304070 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:02,649-Speed 3264.45 samples/sec Loss 0.1120 LearningRate 0.0008 Epoch: 18 Global Step: 304080 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:05,706-Speed 3350.25 samples/sec Loss 0.1376 LearningRate 0.0008 Epoch: 18 Global Step: 304090 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:08,766-Speed 3347.51 samples/sec Loss 0.1136 LearningRate 0.0008 Epoch: 18 Global Step: 304100 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:11,839-Speed 3332.80 samples/sec Loss 0.1215 LearningRate 0.0008 Epoch: 18 Global Step: 304110 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:14,898-Speed 3348.14 samples/sec Loss 0.1158 LearningRate 0.0008 Epoch: 18 Global Step: 304120 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:17,973-Speed 3330.72 samples/sec Loss 0.1249 LearningRate 0.0008 Epoch: 18 Global Step: 304130 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:21,061-Speed 3317.63 samples/sec Loss 0.1123 LearningRate 0.0008 Epoch: 18 Global Step: 304140 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:27:24,121-Speed 3346.09 samples/sec Loss 0.1267 LearningRate 0.0008 Epoch: 18 Global Step: 304150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:27,237-Speed 3287.20 samples/sec Loss 0.1163 LearningRate 0.0008 Epoch: 18 Global Step: 304160 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:30,313-Speed 3329.79 samples/sec Loss 0.1196 LearningRate 0.0008 Epoch: 18 Global Step: 304170 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:33,382-Speed 3337.35 samples/sec Loss 0.1217 LearningRate 0.0008 Epoch: 18 Global Step: 304180 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:36,472-Speed 3315.22 samples/sec Loss 0.1145 LearningRate 0.0008 Epoch: 18 Global Step: 304190 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:39,544-Speed 3334.15 samples/sec Loss 0.1245 LearningRate 0.0008 Epoch: 18 Global Step: 304200 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:42,615-Speed 3334.48 samples/sec Loss 0.1312 LearningRate 0.0008 Epoch: 18 Global Step: 304210 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:45,695-Speed 3325.41 samples/sec Loss 0.1171 LearningRate 0.0008 Epoch: 18 Global Step: 304220 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:48,779-Speed 3321.19 samples/sec Loss 0.1153 LearningRate 0.0008 Epoch: 18 Global Step: 304230 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:51,863-Speed 3321.36 samples/sec Loss 0.1089 LearningRate 0.0008 Epoch: 18 Global Step: 304240 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:27:54,940-Speed 3328.95 samples/sec Loss 0.1228 LearningRate 0.0008 Epoch: 18 Global Step: 304250 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:27:58,032-Speed 3312.77 samples/sec Loss 0.1259 LearningRate 0.0008 Epoch: 18 Global Step: 304260 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:01,150-Speed 3285.22 samples/sec Loss 0.1159 LearningRate 0.0008 Epoch: 18 Global Step: 304270 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:04,280-Speed 3271.88 samples/sec Loss 0.1103 LearningRate 0.0008 Epoch: 18 Global Step: 304280 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:07,398-Speed 3285.09 samples/sec Loss 0.1230 LearningRate 0.0008 Epoch: 18 Global Step: 304290 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:10,486-Speed 3317.31 samples/sec Loss 0.1234 LearningRate 0.0008 Epoch: 18 Global Step: 304300 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:13,579-Speed 3310.39 samples/sec Loss 0.1181 LearningRate 0.0008 Epoch: 18 Global Step: 304310 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:16,655-Speed 3330.42 samples/sec Loss 0.1311 LearningRate 0.0008 Epoch: 18 Global Step: 304320 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:19,737-Speed 3322.80 samples/sec Loss 0.1411 LearningRate 0.0008 Epoch: 18 Global Step: 304330 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:22,835-Speed 3306.31 samples/sec Loss 0.1149 LearningRate 0.0008 Epoch: 18 Global Step: 304340 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:25,904-Speed 3337.44 samples/sec Loss 0.1137 LearningRate 0.0008 Epoch: 18 Global Step: 304350 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:28,970-Speed 3340.48 samples/sec Loss 0.1214 LearningRate 0.0008 Epoch: 18 Global Step: 304360 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:28:32,068-Speed 3306.55 samples/sec Loss 0.1095 LearningRate 0.0008 Epoch: 18 Global Step: 304370 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:35,186-Speed 3285.22 samples/sec Loss 0.1190 LearningRate 0.0008 Epoch: 18 Global Step: 304380 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:38,246-Speed 3346.75 samples/sec Loss 0.1225 LearningRate 0.0008 Epoch: 18 Global Step: 304390 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:41,314-Speed 3338.73 samples/sec Loss 0.1312 LearningRate 0.0008 Epoch: 18 Global Step: 304400 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:44,374-Speed 3347.32 samples/sec Loss 0.1215 LearningRate 0.0008 Epoch: 18 Global Step: 304410 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:47,431-Speed 3349.74 samples/sec Loss 0.1207 LearningRate 0.0008 Epoch: 18 Global Step: 304420 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:50,503-Speed 3334.58 samples/sec Loss 0.1242 LearningRate 0.0008 Epoch: 18 Global Step: 304430 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:53,580-Speed 3329.16 samples/sec Loss 0.1194 LearningRate 0.0008 Epoch: 18 Global Step: 304440 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:56,679-Speed 3304.23 samples/sec Loss 0.1229 LearningRate 0.0008 Epoch: 18 Global Step: 304450 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:28:59,738-Speed 3348.08 samples/sec Loss 0.1191 LearningRate 0.0008 Epoch: 18 Global Step: 304460 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:02,792-Speed 3354.09 samples/sec Loss 0.1259 LearningRate 0.0008 Epoch: 18 Global Step: 304470 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:05,853-Speed 3346.72 samples/sec Loss 0.1164 LearningRate 0.0008 Epoch: 18 Global Step: 304480 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:08,912-Speed 3347.55 samples/sec Loss 0.1277 LearningRate 0.0008 Epoch: 18 Global Step: 304490 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:12,008-Speed 3308.09 samples/sec Loss 0.1238 LearningRate 0.0008 Epoch: 18 Global Step: 304500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:15,083-Speed 3331.42 samples/sec Loss 0.1319 LearningRate 0.0008 Epoch: 18 Global Step: 304510 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:18,142-Speed 3348.10 samples/sec Loss 0.1377 LearningRate 0.0008 Epoch: 18 Global Step: 304520 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:21,238-Speed 3308.53 samples/sec Loss 0.1104 LearningRate 0.0008 Epoch: 18 Global Step: 304530 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:24,309-Speed 3334.48 samples/sec Loss 0.1194 LearningRate 0.0008 Epoch: 18 Global Step: 304540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:27,372-Speed 3344.12 samples/sec Loss 0.1311 LearningRate 0.0008 Epoch: 18 Global Step: 304550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:30,434-Speed 3345.25 samples/sec Loss 0.1324 LearningRate 0.0008 Epoch: 18 Global Step: 304560 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:33,504-Speed 3336.09 samples/sec Loss 0.1296 LearningRate 0.0008 Epoch: 18 Global Step: 304570 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:36,607-Speed 3300.40 samples/sec Loss 0.1234 LearningRate 0.0008 Epoch: 18 Global Step: 304580 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:39,792-Speed 3215.43 samples/sec Loss 0.1230 LearningRate 0.0008 Epoch: 18 Global Step: 304590 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:42,929-Speed 3265.89 samples/sec Loss 0.1355 LearningRate 0.0008 Epoch: 18 Global Step: 304600 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:45,991-Speed 3344.71 samples/sec Loss 0.1160 LearningRate 0.0008 Epoch: 18 Global Step: 304610 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:49,055-Speed 3342.63 samples/sec Loss 0.1191 LearningRate 0.0008 Epoch: 18 Global Step: 304620 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:52,129-Speed 3332.33 samples/sec Loss 0.1190 LearningRate 0.0008 Epoch: 18 Global Step: 304630 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:55,206-Speed 3328.32 samples/sec Loss 0.1315 LearningRate 0.0008 Epoch: 18 Global Step: 304640 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:29:58,377-Speed 3230.28 samples/sec Loss 0.1173 LearningRate 0.0008 Epoch: 18 Global Step: 304650 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:01,448-Speed 3334.86 samples/sec Loss 0.1268 LearningRate 0.0008 Epoch: 18 Global Step: 304660 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:04,552-Speed 3300.06 samples/sec Loss 0.1303 LearningRate 0.0008 Epoch: 18 Global Step: 304670 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:30:07,690-Speed 3263.87 samples/sec Loss 0.1222 LearningRate 0.0008 Epoch: 18 Global Step: 304680 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:30:10,873-Speed 3217.90 samples/sec Loss 0.1092 LearningRate 0.0008 Epoch: 18 Global Step: 304690 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:13,965-Speed 3312.25 samples/sec Loss 0.1246 LearningRate 0.0008 Epoch: 18 Global Step: 304700 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:17,057-Speed 3313.17 samples/sec Loss 0.1202 LearningRate 0.0008 Epoch: 18 Global Step: 304710 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:20,140-Speed 3322.36 samples/sec Loss 0.1186 LearningRate 0.0008 Epoch: 18 Global Step: 304720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:23,295-Speed 3246.23 samples/sec Loss 0.1145 LearningRate 0.0008 Epoch: 18 Global Step: 304730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:26,365-Speed 3335.45 samples/sec Loss 0.1386 LearningRate 0.0008 Epoch: 18 Global Step: 304740 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:29,432-Speed 3340.27 samples/sec Loss 0.1244 LearningRate 0.0008 Epoch: 18 Global Step: 304750 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:32,515-Speed 3321.98 samples/sec Loss 0.1206 LearningRate 0.0008 Epoch: 18 Global Step: 304760 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:30:35,640-Speed 3277.93 samples/sec Loss 0.1213 LearningRate 0.0008 Epoch: 18 Global Step: 304770 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:30:38,766-Speed 3276.52 samples/sec Loss 0.1314 LearningRate 0.0008 Epoch: 18 Global Step: 304780 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:30:41,839-Speed 3333.22 samples/sec Loss 0.1242 LearningRate 0.0008 Epoch: 18 Global Step: 304790 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:30:44,921-Speed 3322.70 samples/sec Loss 0.1266 LearningRate 0.0008 Epoch: 18 Global Step: 304800 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:30:48,044-Speed 3279.37 samples/sec Loss 0.1268 LearningRate 0.0008 Epoch: 18 Global Step: 304810 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:30:51,119-Speed 3331.84 samples/sec Loss 0.1206 LearningRate 0.0008 Epoch: 18 Global Step: 304820 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:30:54,336-Speed 3182.82 samples/sec Loss 0.1220 LearningRate 0.0008 Epoch: 18 Global Step: 304830 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:30:57,563-Speed 3173.99 samples/sec Loss 0.1346 LearningRate 0.0008 Epoch: 18 Global Step: 304840 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:31:00,652-Speed 3316.88 samples/sec Loss 0.1235 LearningRate 0.0008 Epoch: 18 Global Step: 304850 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:31:03,800-Speed 3253.21 samples/sec Loss 0.1243 LearningRate 0.0008 Epoch: 18 Global Step: 304860 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:31:06,910-Speed 3293.80 samples/sec Loss 0.1123 LearningRate 0.0008 Epoch: 18 Global Step: 304870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:10,017-Speed 3296.81 samples/sec Loss 0.1315 LearningRate 0.0008 Epoch: 18 Global Step: 304880 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:13,084-Speed 3339.32 samples/sec Loss 0.1174 LearningRate 0.0008 Epoch: 18 Global Step: 304890 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:16,146-Speed 3344.46 samples/sec Loss 0.1291 LearningRate 0.0008 Epoch: 18 Global Step: 304900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:19,260-Speed 3289.54 samples/sec Loss 0.1246 LearningRate 0.0008 Epoch: 18 Global Step: 304910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:22,346-Speed 3318.52 samples/sec Loss 0.1194 LearningRate 0.0007 Epoch: 18 Global Step: 304920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:25,477-Speed 3271.63 samples/sec Loss 0.1199 LearningRate 0.0007 Epoch: 18 Global Step: 304930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:28,619-Speed 3259.25 samples/sec Loss 0.1230 LearningRate 0.0007 Epoch: 18 Global Step: 304940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:31,762-Speed 3259.36 samples/sec Loss 0.1251 LearningRate 0.0007 Epoch: 18 Global Step: 304950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:34,862-Speed 3303.77 samples/sec Loss 0.1216 LearningRate 0.0007 Epoch: 18 Global Step: 304960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:37,938-Speed 3329.39 samples/sec Loss 0.1238 LearningRate 0.0007 Epoch: 18 Global Step: 304970 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:31:41,007-Speed 3337.20 samples/sec Loss 0.1157 LearningRate 0.0007 Epoch: 18 Global Step: 304980 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:31:44,093-Speed 3319.20 samples/sec Loss 0.1225 LearningRate 0.0007 Epoch: 18 Global Step: 304990 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:31:47,154-Speed 3345.88 samples/sec Loss 0.1256 LearningRate 0.0007 Epoch: 18 Global Step: 305000 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:50,257-Speed 3300.91 samples/sec Loss 0.1273 LearningRate 0.0007 Epoch: 18 Global Step: 305010 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:53,391-Speed 3268.33 samples/sec Loss 0.1195 LearningRate 0.0007 Epoch: 18 Global Step: 305020 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:56,512-Speed 3282.51 samples/sec Loss 0.1212 LearningRate 0.0007 Epoch: 18 Global Step: 305030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:31:59,607-Speed 3309.21 samples/sec Loss 0.1144 LearningRate 0.0007 Epoch: 18 Global Step: 305040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:02,677-Speed 3335.67 samples/sec Loss 0.1135 LearningRate 0.0007 Epoch: 18 Global Step: 305050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:05,786-Speed 3294.27 samples/sec Loss 0.1257 LearningRate 0.0007 Epoch: 18 Global Step: 305060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:08,863-Speed 3329.23 samples/sec Loss 0.1267 LearningRate 0.0007 Epoch: 18 Global Step: 305070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:12,014-Speed 3249.99 samples/sec Loss 0.1192 LearningRate 0.0007 Epoch: 18 Global Step: 305080 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:15,126-Speed 3291.47 samples/sec Loss 0.1154 LearningRate 0.0007 Epoch: 18 Global Step: 305090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:18,217-Speed 3313.63 samples/sec Loss 0.1259 LearningRate 0.0007 Epoch: 18 Global Step: 305100 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:21,295-Speed 3327.37 samples/sec Loss 0.1365 LearningRate 0.0007 Epoch: 18 Global Step: 305110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:24,415-Speed 3283.02 samples/sec Loss 0.1193 LearningRate 0.0007 Epoch: 18 Global Step: 305120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:27,618-Speed 3198.43 samples/sec Loss 0.1281 LearningRate 0.0007 Epoch: 18 Global Step: 305130 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:30,747-Speed 3272.35 samples/sec Loss 0.1172 LearningRate 0.0007 Epoch: 18 Global Step: 305140 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:33,815-Speed 3339.13 samples/sec Loss 0.1197 LearningRate 0.0007 Epoch: 18 Global Step: 305150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:36,883-Speed 3338.31 samples/sec Loss 0.1263 LearningRate 0.0007 Epoch: 18 Global Step: 305160 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:39,981-Speed 3305.65 samples/sec Loss 0.1269 LearningRate 0.0007 Epoch: 18 Global Step: 305170 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:43,050-Speed 3337.71 samples/sec Loss 0.1215 LearningRate 0.0007 Epoch: 18 Global Step: 305180 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:46,128-Speed 3327.13 samples/sec Loss 0.1100 LearningRate 0.0007 Epoch: 18 Global Step: 305190 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:49,296-Speed 3232.75 samples/sec Loss 0.1211 LearningRate 0.0007 Epoch: 18 Global Step: 305200 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:32:52,351-Speed 3353.34 samples/sec Loss 0.1279 LearningRate 0.0007 Epoch: 18 Global Step: 305210 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:55,491-Speed 3261.96 samples/sec Loss 0.1292 LearningRate 0.0007 Epoch: 18 Global Step: 305220 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:32:58,606-Speed 3288.10 samples/sec Loss 0.1215 LearningRate 0.0007 Epoch: 18 Global Step: 305230 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:01,710-Speed 3299.57 samples/sec Loss 0.1109 LearningRate 0.0007 Epoch: 18 Global Step: 305240 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:04,787-Speed 3328.67 samples/sec Loss 0.1092 LearningRate 0.0007 Epoch: 18 Global Step: 305250 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:07,853-Speed 3341.00 samples/sec Loss 0.1154 LearningRate 0.0007 Epoch: 18 Global Step: 305260 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:10,935-Speed 3322.72 samples/sec Loss 0.1167 LearningRate 0.0007 Epoch: 18 Global Step: 305270 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:14,095-Speed 3241.64 samples/sec Loss 0.1285 LearningRate 0.0007 Epoch: 18 Global Step: 305280 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:17,172-Speed 3328.41 samples/sec Loss 0.1380 LearningRate 0.0007 Epoch: 18 Global Step: 305290 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:20,244-Speed 3334.45 samples/sec Loss 0.1170 LearningRate 0.0007 Epoch: 18 Global Step: 305300 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:23,310-Speed 3340.57 samples/sec Loss 0.1244 LearningRate 0.0007 Epoch: 18 Global Step: 305310 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:33:26,373-Speed 3344.25 samples/sec Loss 0.1088 LearningRate 0.0007 Epoch: 18 Global Step: 305320 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:33:29,457-Speed 3321.09 samples/sec Loss 0.1112 LearningRate 0.0007 Epoch: 18 Global Step: 305330 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:32,519-Speed 3344.27 samples/sec Loss 0.1194 LearningRate 0.0007 Epoch: 18 Global Step: 305340 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:35,594-Speed 3331.66 samples/sec Loss 0.1061 LearningRate 0.0007 Epoch: 18 Global Step: 305350 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:38,676-Speed 3323.10 samples/sec Loss 0.1265 LearningRate 0.0007 Epoch: 18 Global Step: 305360 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:41,751-Speed 3330.08 samples/sec Loss 0.1188 LearningRate 0.0007 Epoch: 18 Global Step: 305370 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:44,847-Speed 3308.95 samples/sec Loss 0.1273 LearningRate 0.0007 Epoch: 18 Global Step: 305380 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:48,696-Speed 2660.65 samples/sec Loss 0.1240 LearningRate 0.0007 Epoch: 18 Global Step: 305390 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:51,777-Speed 3324.36 samples/sec Loss 0.1177 LearningRate 0.0007 Epoch: 18 Global Step: 305400 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:54,853-Speed 3329.03 samples/sec Loss 0.1199 LearningRate 0.0007 Epoch: 18 Global Step: 305410 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:33:57,928-Speed 3330.68 samples/sec Loss 0.1285 LearningRate 0.0007 Epoch: 18 Global Step: 305420 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:00,995-Speed 3339.80 samples/sec Loss 0.1194 LearningRate 0.0007 Epoch: 18 Global Step: 305430 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:34:04,079-Speed 3321.64 samples/sec Loss 0.1288 LearningRate 0.0007 Epoch: 18 Global Step: 305440 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:07,165-Speed 3318.52 samples/sec Loss 0.1307 LearningRate 0.0007 Epoch: 18 Global Step: 305450 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:10,347-Speed 3218.15 samples/sec Loss 0.1189 LearningRate 0.0007 Epoch: 18 Global Step: 305460 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:13,431-Speed 3321.47 samples/sec Loss 0.1222 LearningRate 0.0007 Epoch: 18 Global Step: 305470 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:16,539-Speed 3295.99 samples/sec Loss 0.1221 LearningRate 0.0007 Epoch: 18 Global Step: 305480 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:19,613-Speed 3331.66 samples/sec Loss 0.1144 LearningRate 0.0007 Epoch: 18 Global Step: 305490 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:22,678-Speed 3341.74 samples/sec Loss 0.1182 LearningRate 0.0007 Epoch: 18 Global Step: 305500 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:25,801-Speed 3279.61 samples/sec Loss 0.1300 LearningRate 0.0007 Epoch: 18 Global Step: 305510 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:28,918-Speed 3286.09 samples/sec Loss 0.1268 LearningRate 0.0007 Epoch: 18 Global Step: 305520 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:32,032-Speed 3289.14 samples/sec Loss 0.1119 LearningRate 0.0007 Epoch: 18 Global Step: 305530 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:34:35,202-Speed 3230.46 samples/sec Loss 0.1216 LearningRate 0.0007 Epoch: 18 Global Step: 305540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:38,355-Speed 3248.93 samples/sec Loss 0.1158 LearningRate 0.0007 Epoch: 18 Global Step: 305550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:41,475-Speed 3282.04 samples/sec Loss 0.1305 LearningRate 0.0007 Epoch: 18 Global Step: 305560 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:44,554-Speed 3326.49 samples/sec Loss 0.1153 LearningRate 0.0007 Epoch: 18 Global Step: 305570 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:47,635-Speed 3324.30 samples/sec Loss 0.1193 LearningRate 0.0007 Epoch: 18 Global Step: 305580 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:50,734-Speed 3305.88 samples/sec Loss 0.1275 LearningRate 0.0007 Epoch: 18 Global Step: 305590 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:53,800-Speed 3340.83 samples/sec Loss 0.1292 LearningRate 0.0007 Epoch: 18 Global Step: 305600 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:56,874-Speed 3331.58 samples/sec Loss 0.1303 LearningRate 0.0007 Epoch: 18 Global Step: 305610 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:34:59,969-Speed 3309.40 samples/sec Loss 0.1299 LearningRate 0.0007 Epoch: 18 Global Step: 305620 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:03,126-Speed 3243.90 samples/sec Loss 0.1282 LearningRate 0.0007 Epoch: 18 Global Step: 305630 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:06,202-Speed 3330.33 samples/sec Loss 0.1195 LearningRate 0.0007 Epoch: 18 Global Step: 305640 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:09,430-Speed 3172.02 samples/sec Loss 0.1307 LearningRate 0.0007 Epoch: 18 Global Step: 305650 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:12,552-Speed 3280.66 samples/sec Loss 0.1277 LearningRate 0.0007 Epoch: 18 Global Step: 305660 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:15,702-Speed 3252.07 samples/sec Loss 0.1166 LearningRate 0.0007 Epoch: 18 Global Step: 305670 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:18,767-Speed 3341.75 samples/sec Loss 0.1191 LearningRate 0.0007 Epoch: 18 Global Step: 305680 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:21,865-Speed 3305.76 samples/sec Loss 0.1190 LearningRate 0.0007 Epoch: 18 Global Step: 305690 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:24,950-Speed 3320.10 samples/sec Loss 0.1156 LearningRate 0.0007 Epoch: 18 Global Step: 305700 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:28,070-Speed 3282.79 samples/sec Loss 0.1213 LearningRate 0.0007 Epoch: 18 Global Step: 305710 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:35:31,137-Speed 3339.71 samples/sec Loss 0.1213 LearningRate 0.0007 Epoch: 18 Global Step: 305720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:34,204-Speed 3340.14 samples/sec Loss 0.1134 LearningRate 0.0007 Epoch: 18 Global Step: 305730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:37,289-Speed 3319.59 samples/sec Loss 0.1186 LearningRate 0.0007 Epoch: 18 Global Step: 305740 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:40,416-Speed 3275.17 samples/sec Loss 0.1175 LearningRate 0.0007 Epoch: 18 Global Step: 305750 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:43,496-Speed 3326.42 samples/sec Loss 0.1372 LearningRate 0.0007 Epoch: 18 Global Step: 305760 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:46,560-Speed 3342.40 samples/sec Loss 0.1135 LearningRate 0.0007 Epoch: 18 Global Step: 305770 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:49,628-Speed 3338.47 samples/sec Loss 0.1266 LearningRate 0.0007 Epoch: 18 Global Step: 305780 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:52,713-Speed 3319.54 samples/sec Loss 0.1307 LearningRate 0.0007 Epoch: 18 Global Step: 305790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:55,813-Speed 3304.15 samples/sec Loss 0.1254 LearningRate 0.0007 Epoch: 18 Global Step: 305800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:35:58,908-Speed 3309.83 samples/sec Loss 0.1259 LearningRate 0.0007 Epoch: 18 Global Step: 305810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:02,035-Speed 3275.30 samples/sec Loss 0.1258 LearningRate 0.0007 Epoch: 18 Global Step: 305820 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:36:05,095-Speed 3347.28 samples/sec Loss 0.1245 LearningRate 0.0007 Epoch: 18 Global Step: 305830 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:08,180-Speed 3319.53 samples/sec Loss 0.1162 LearningRate 0.0007 Epoch: 18 Global Step: 305840 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:11,302-Speed 3281.08 samples/sec Loss 0.1142 LearningRate 0.0007 Epoch: 18 Global Step: 305850 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:14,388-Speed 3319.13 samples/sec Loss 0.1146 LearningRate 0.0007 Epoch: 18 Global Step: 305860 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:17,543-Speed 3246.46 samples/sec Loss 0.1281 LearningRate 0.0007 Epoch: 18 Global Step: 305870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:20,624-Speed 3324.51 samples/sec Loss 0.1251 LearningRate 0.0007 Epoch: 18 Global Step: 305880 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:23,689-Speed 3341.15 samples/sec Loss 0.1314 LearningRate 0.0007 Epoch: 18 Global Step: 305890 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:26,753-Speed 3342.49 samples/sec Loss 0.1121 LearningRate 0.0007 Epoch: 18 Global Step: 305900 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:29,827-Speed 3332.78 samples/sec Loss 0.1084 LearningRate 0.0007 Epoch: 18 Global Step: 305910 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:32,903-Speed 3328.94 samples/sec Loss 0.1207 LearningRate 0.0007 Epoch: 18 Global Step: 305920 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:35,975-Speed 3334.69 samples/sec Loss 0.1292 LearningRate 0.0007 Epoch: 18 Global Step: 305930 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:39,160-Speed 3215.75 samples/sec Loss 0.1209 LearningRate 0.0007 Epoch: 18 Global Step: 305940 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:42,404-Speed 3157.71 samples/sec Loss 0.1286 LearningRate 0.0007 Epoch: 18 Global Step: 305950 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:45,541-Speed 3264.43 samples/sec Loss 0.1312 LearningRate 0.0007 Epoch: 18 Global Step: 305960 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:48,609-Speed 3338.75 samples/sec Loss 0.1165 LearningRate 0.0007 Epoch: 18 Global Step: 305970 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:36:51,691-Speed 3323.37 samples/sec Loss 0.1155 LearningRate 0.0007 Epoch: 18 Global Step: 305980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:54,786-Speed 3308.57 samples/sec Loss 0.1287 LearningRate 0.0007 Epoch: 18 Global Step: 305990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:36:57,869-Speed 3322.22 samples/sec Loss 0.1232 LearningRate 0.0007 Epoch: 18 Global Step: 306000 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:37:41,565-[lfw][306000]XNorm: 20.833476 Training: 2022-04-12 07:37:41,565-[lfw][306000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 07:37:41,566-[lfw][306000]Accuracy-Highest: 0.99817 Training: 2022-04-12 07:38:32,302-[cfp_fp][306000]XNorm: 22.673006 Training: 2022-04-12 07:38:32,303-[cfp_fp][306000]Accuracy-Flip: 0.99100+-0.00384 Training: 2022-04-12 07:38:32,303-[cfp_fp][306000]Accuracy-Highest: 0.99200 Training: 2022-04-12 07:39:16,303-[agedb_30][306000]XNorm: 22.767974 Training: 2022-04-12 07:39:16,304-[agedb_30][306000]Accuracy-Flip: 0.98517+-0.00664 Training: 2022-04-12 07:39:16,304-[agedb_30][306000]Accuracy-Highest: 0.98650 Training: 2022-04-12 07:39:19,362-Speed 72.37 samples/sec Loss 0.1182 LearningRate 0.0007 Epoch: 18 Global Step: 306010 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:22,414-Speed 3356.16 samples/sec Loss 0.1235 LearningRate 0.0007 Epoch: 18 Global Step: 306020 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:25,476-Speed 3345.09 samples/sec Loss 0.1177 LearningRate 0.0007 Epoch: 18 Global Step: 306030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:28,527-Speed 3356.18 samples/sec Loss 0.1323 LearningRate 0.0007 Epoch: 18 Global Step: 306040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:31,581-Speed 3354.83 samples/sec Loss 0.1248 LearningRate 0.0007 Epoch: 18 Global Step: 306050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:34,634-Speed 3354.22 samples/sec Loss 0.1229 LearningRate 0.0007 Epoch: 18 Global Step: 306060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:37,692-Speed 3349.51 samples/sec Loss 0.1207 LearningRate 0.0007 Epoch: 18 Global Step: 306070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:40,818-Speed 3276.70 samples/sec Loss 0.1187 LearningRate 0.0007 Epoch: 18 Global Step: 306080 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:39:43,886-Speed 3338.84 samples/sec Loss 0.1193 LearningRate 0.0007 Epoch: 18 Global Step: 306090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:46,942-Speed 3351.40 samples/sec Loss 0.1207 LearningRate 0.0007 Epoch: 18 Global Step: 306100 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:50,011-Speed 3336.60 samples/sec Loss 0.1241 LearningRate 0.0007 Epoch: 18 Global Step: 306110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:53,074-Speed 3344.43 samples/sec Loss 0.1215 LearningRate 0.0007 Epoch: 18 Global Step: 306120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:39:56,128-Speed 3353.31 samples/sec Loss 0.1207 LearningRate 0.0007 Epoch: 18 Global Step: 306130 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:39:59,239-Speed 3293.32 samples/sec Loss 0.1116 LearningRate 0.0007 Epoch: 18 Global Step: 306140 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:02,337-Speed 3305.68 samples/sec Loss 0.1242 LearningRate 0.0007 Epoch: 18 Global Step: 306150 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:05,409-Speed 3334.13 samples/sec Loss 0.1176 LearningRate 0.0007 Epoch: 18 Global Step: 306160 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:08,480-Speed 3334.72 samples/sec Loss 0.1287 LearningRate 0.0007 Epoch: 18 Global Step: 306170 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:11,542-Speed 3344.72 samples/sec Loss 0.1245 LearningRate 0.0007 Epoch: 18 Global Step: 306180 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:14,624-Speed 3323.53 samples/sec Loss 0.1316 LearningRate 0.0007 Epoch: 18 Global Step: 306190 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:17,694-Speed 3335.90 samples/sec Loss 0.1197 LearningRate 0.0007 Epoch: 18 Global Step: 306200 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:20,794-Speed 3303.99 samples/sec Loss 0.1307 LearningRate 0.0007 Epoch: 18 Global Step: 306210 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:23,865-Speed 3336.43 samples/sec Loss 0.1147 LearningRate 0.0007 Epoch: 18 Global Step: 306220 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:40:26,943-Speed 3327.51 samples/sec Loss 0.1281 LearningRate 0.0007 Epoch: 18 Global Step: 306230 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:30,069-Speed 3275.91 samples/sec Loss 0.1196 LearningRate 0.0007 Epoch: 18 Global Step: 306240 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:33,144-Speed 3331.53 samples/sec Loss 0.1191 LearningRate 0.0007 Epoch: 18 Global Step: 306250 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:36,256-Speed 3290.27 samples/sec Loss 0.1329 LearningRate 0.0007 Epoch: 18 Global Step: 306260 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:39,346-Speed 3314.73 samples/sec Loss 0.1267 LearningRate 0.0007 Epoch: 18 Global Step: 306270 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:42,416-Speed 3336.40 samples/sec Loss 0.1154 LearningRate 0.0007 Epoch: 18 Global Step: 306280 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:45,508-Speed 3312.40 samples/sec Loss 0.1271 LearningRate 0.0007 Epoch: 18 Global Step: 306290 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:48,588-Speed 3326.20 samples/sec Loss 0.1214 LearningRate 0.0007 Epoch: 18 Global Step: 306300 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:51,743-Speed 3245.83 samples/sec Loss 0.1098 LearningRate 0.0007 Epoch: 18 Global Step: 306310 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:54,909-Speed 3235.26 samples/sec Loss 0.1207 LearningRate 0.0007 Epoch: 18 Global Step: 306320 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:40:57,980-Speed 3334.79 samples/sec Loss 0.1239 LearningRate 0.0007 Epoch: 18 Global Step: 306330 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:41:01,042-Speed 3345.35 samples/sec Loss 0.1273 LearningRate 0.0007 Epoch: 18 Global Step: 306340 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:04,110-Speed 3338.41 samples/sec Loss 0.1278 LearningRate 0.0007 Epoch: 18 Global Step: 306350 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:07,279-Speed 3232.24 samples/sec Loss 0.1161 LearningRate 0.0007 Epoch: 18 Global Step: 306360 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:10,347-Speed 3337.88 samples/sec Loss 0.1334 LearningRate 0.0007 Epoch: 18 Global Step: 306370 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:13,491-Speed 3257.63 samples/sec Loss 0.1043 LearningRate 0.0007 Epoch: 18 Global Step: 306380 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:16,552-Speed 3347.03 samples/sec Loss 0.1317 LearningRate 0.0007 Epoch: 18 Global Step: 306390 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:19,739-Speed 3213.45 samples/sec Loss 0.1271 LearningRate 0.0007 Epoch: 18 Global Step: 306400 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:22,813-Speed 3331.93 samples/sec Loss 0.1270 LearningRate 0.0007 Epoch: 18 Global Step: 306410 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:25,874-Speed 3346.51 samples/sec Loss 0.1294 LearningRate 0.0007 Epoch: 18 Global Step: 306420 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:28,970-Speed 3307.62 samples/sec Loss 0.1136 LearningRate 0.0007 Epoch: 18 Global Step: 306430 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:32,053-Speed 3322.61 samples/sec Loss 0.1354 LearningRate 0.0007 Epoch: 18 Global Step: 306440 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:41:35,136-Speed 3322.47 samples/sec Loss 0.1213 LearningRate 0.0007 Epoch: 18 Global Step: 306450 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:41:38,359-Speed 3177.61 samples/sec Loss 0.1125 LearningRate 0.0007 Epoch: 18 Global Step: 306460 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:41,467-Speed 3295.49 samples/sec Loss 0.1039 LearningRate 0.0007 Epoch: 18 Global Step: 306470 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:44,541-Speed 3331.67 samples/sec Loss 0.1238 LearningRate 0.0007 Epoch: 18 Global Step: 306480 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:47,599-Speed 3350.24 samples/sec Loss 0.1158 LearningRate 0.0007 Epoch: 18 Global Step: 306490 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:50,659-Speed 3346.19 samples/sec Loss 0.1254 LearningRate 0.0007 Epoch: 18 Global Step: 306500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:53,734-Speed 3331.82 samples/sec Loss 0.1147 LearningRate 0.0007 Epoch: 18 Global Step: 306510 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:56,793-Speed 3347.76 samples/sec Loss 0.1144 LearningRate 0.0007 Epoch: 18 Global Step: 306520 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:41:59,849-Speed 3351.68 samples/sec Loss 0.1205 LearningRate 0.0007 Epoch: 18 Global Step: 306530 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:02,916-Speed 3339.48 samples/sec Loss 0.1303 LearningRate 0.0007 Epoch: 18 Global Step: 306540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:06,000-Speed 3320.64 samples/sec Loss 0.1093 LearningRate 0.0007 Epoch: 18 Global Step: 306550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:09,061-Speed 3360.70 samples/sec Loss 0.1180 LearningRate 0.0007 Epoch: 18 Global Step: 306560 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:12,123-Speed 3345.74 samples/sec Loss 0.1296 LearningRate 0.0007 Epoch: 18 Global Step: 306570 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:15,182-Speed 3348.37 samples/sec Loss 0.1212 LearningRate 0.0007 Epoch: 18 Global Step: 306580 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:18,240-Speed 3348.61 samples/sec Loss 0.1125 LearningRate 0.0007 Epoch: 18 Global Step: 306590 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:21,299-Speed 3348.42 samples/sec Loss 0.1229 LearningRate 0.0007 Epoch: 18 Global Step: 306600 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:24,358-Speed 3347.92 samples/sec Loss 0.1214 LearningRate 0.0007 Epoch: 18 Global Step: 306610 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:27,431-Speed 3333.45 samples/sec Loss 0.1310 LearningRate 0.0007 Epoch: 18 Global Step: 306620 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:30,546-Speed 3287.36 samples/sec Loss 0.1293 LearningRate 0.0007 Epoch: 18 Global Step: 306630 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:33,609-Speed 3343.90 samples/sec Loss 0.1173 LearningRate 0.0007 Epoch: 18 Global Step: 306640 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:36,670-Speed 3347.18 samples/sec Loss 0.1337 LearningRate 0.0007 Epoch: 18 Global Step: 306650 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:39,760-Speed 3314.23 samples/sec Loss 0.1229 LearningRate 0.0007 Epoch: 18 Global Step: 306660 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:42:42,834-Speed 3332.52 samples/sec Loss 0.1200 LearningRate 0.0007 Epoch: 18 Global Step: 306670 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:42:45,919-Speed 3319.16 samples/sec Loss 0.1150 LearningRate 0.0007 Epoch: 18 Global Step: 306680 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:42:48,987-Speed 3338.98 samples/sec Loss 0.1219 LearningRate 0.0007 Epoch: 18 Global Step: 306690 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:52,050-Speed 3343.56 samples/sec Loss 0.1131 LearningRate 0.0007 Epoch: 18 Global Step: 306700 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:55,121-Speed 3335.14 samples/sec Loss 0.1243 LearningRate 0.0007 Epoch: 18 Global Step: 306710 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:42:58,200-Speed 3326.08 samples/sec Loss 0.1231 LearningRate 0.0007 Epoch: 18 Global Step: 306720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:01,281-Speed 3325.43 samples/sec Loss 0.1229 LearningRate 0.0007 Epoch: 18 Global Step: 306730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:04,388-Speed 3296.42 samples/sec Loss 0.1238 LearningRate 0.0007 Epoch: 18 Global Step: 306740 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:07,466-Speed 3327.80 samples/sec Loss 0.1312 LearningRate 0.0007 Epoch: 18 Global Step: 306750 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:10,524-Speed 3349.19 samples/sec Loss 0.1177 LearningRate 0.0007 Epoch: 18 Global Step: 306760 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:13,607-Speed 3321.81 samples/sec Loss 0.1163 LearningRate 0.0007 Epoch: 18 Global Step: 306770 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:16,731-Speed 3279.07 samples/sec Loss 0.1233 LearningRate 0.0007 Epoch: 18 Global Step: 306780 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:19,892-Speed 3239.98 samples/sec Loss 0.1275 LearningRate 0.0007 Epoch: 18 Global Step: 306790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:23,033-Speed 3260.69 samples/sec Loss 0.1410 LearningRate 0.0007 Epoch: 18 Global Step: 306800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:26,123-Speed 3314.21 samples/sec Loss 0.1210 LearningRate 0.0007 Epoch: 18 Global Step: 306810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:29,285-Speed 3239.47 samples/sec Loss 0.1245 LearningRate 0.0007 Epoch: 18 Global Step: 306820 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:32,374-Speed 3316.22 samples/sec Loss 0.1209 LearningRate 0.0007 Epoch: 18 Global Step: 306830 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:35,457-Speed 3322.48 samples/sec Loss 0.1153 LearningRate 0.0007 Epoch: 18 Global Step: 306840 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:38,537-Speed 3324.92 samples/sec Loss 0.1199 LearningRate 0.0007 Epoch: 18 Global Step: 306850 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:41,624-Speed 3318.35 samples/sec Loss 0.1285 LearningRate 0.0007 Epoch: 18 Global Step: 306860 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:44,722-Speed 3305.69 samples/sec Loss 0.1214 LearningRate 0.0007 Epoch: 18 Global Step: 306870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:47,787-Speed 3341.73 samples/sec Loss 0.1259 LearningRate 0.0007 Epoch: 18 Global Step: 306880 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:50,871-Speed 3320.83 samples/sec Loss 0.1251 LearningRate 0.0007 Epoch: 18 Global Step: 306890 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:43:53,978-Speed 3296.55 samples/sec Loss 0.1212 LearningRate 0.0007 Epoch: 18 Global Step: 306900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:43:57,084-Speed 3298.05 samples/sec Loss 0.1226 LearningRate 0.0006 Epoch: 18 Global Step: 306910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:00,186-Speed 3302.00 samples/sec Loss 0.1214 LearningRate 0.0006 Epoch: 18 Global Step: 306920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:03,345-Speed 3242.44 samples/sec Loss 0.1197 LearningRate 0.0006 Epoch: 18 Global Step: 306930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:06,440-Speed 3310.19 samples/sec Loss 0.1243 LearningRate 0.0006 Epoch: 18 Global Step: 306940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:09,526-Speed 3318.95 samples/sec Loss 0.1330 LearningRate 0.0006 Epoch: 18 Global Step: 306950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:12,704-Speed 3222.26 samples/sec Loss 0.1268 LearningRate 0.0006 Epoch: 18 Global Step: 306960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:15,765-Speed 3346.39 samples/sec Loss 0.1290 LearningRate 0.0006 Epoch: 18 Global Step: 306970 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:18,838-Speed 3332.41 samples/sec Loss 0.1215 LearningRate 0.0006 Epoch: 18 Global Step: 306980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:21,916-Speed 3328.01 samples/sec Loss 0.1190 LearningRate 0.0006 Epoch: 18 Global Step: 306990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:25,043-Speed 3275.28 samples/sec Loss 0.1149 LearningRate 0.0006 Epoch: 18 Global Step: 307000 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:44:28,153-Speed 3294.04 samples/sec Loss 0.1454 LearningRate 0.0006 Epoch: 18 Global Step: 307010 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:31,266-Speed 3289.82 samples/sec Loss 0.1270 LearningRate 0.0006 Epoch: 18 Global Step: 307020 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:34,335-Speed 3336.95 samples/sec Loss 0.1185 LearningRate 0.0006 Epoch: 18 Global Step: 307030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:37,394-Speed 3348.96 samples/sec Loss 0.1326 LearningRate 0.0006 Epoch: 18 Global Step: 307040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:40,474-Speed 3324.99 samples/sec Loss 0.1254 LearningRate 0.0006 Epoch: 18 Global Step: 307050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:43,559-Speed 3319.65 samples/sec Loss 0.1282 LearningRate 0.0006 Epoch: 18 Global Step: 307060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:46,617-Speed 3349.51 samples/sec Loss 0.1126 LearningRate 0.0006 Epoch: 18 Global Step: 307070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:49,747-Speed 3272.47 samples/sec Loss 0.1144 LearningRate 0.0006 Epoch: 18 Global Step: 307080 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:52,863-Speed 3287.58 samples/sec Loss 0.1165 LearningRate 0.0006 Epoch: 18 Global Step: 307090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:55,924-Speed 3346.38 samples/sec Loss 0.1207 LearningRate 0.0006 Epoch: 18 Global Step: 307100 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:44:58,975-Speed 3357.39 samples/sec Loss 0.1158 LearningRate 0.0006 Epoch: 18 Global Step: 307110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:02,039-Speed 3341.99 samples/sec Loss 0.1150 LearningRate 0.0006 Epoch: 18 Global Step: 307120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:05,115-Speed 3330.21 samples/sec Loss 0.1195 LearningRate 0.0006 Epoch: 18 Global Step: 307130 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:08,194-Speed 3325.65 samples/sec Loss 0.1307 LearningRate 0.0006 Epoch: 18 Global Step: 307140 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:11,254-Speed 3347.36 samples/sec Loss 0.1300 LearningRate 0.0006 Epoch: 18 Global Step: 307150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:14,324-Speed 3336.71 samples/sec Loss 0.1230 LearningRate 0.0006 Epoch: 18 Global Step: 307160 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:17,389-Speed 3341.17 samples/sec Loss 0.1186 LearningRate 0.0006 Epoch: 18 Global Step: 307170 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:20,481-Speed 3313.36 samples/sec Loss 0.1148 LearningRate 0.0006 Epoch: 18 Global Step: 307180 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:23,608-Speed 3275.33 samples/sec Loss 0.1128 LearningRate 0.0006 Epoch: 18 Global Step: 307190 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:26,678-Speed 3335.73 samples/sec Loss 0.1265 LearningRate 0.0006 Epoch: 18 Global Step: 307200 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:29,767-Speed 3315.93 samples/sec Loss 0.1156 LearningRate 0.0006 Epoch: 18 Global Step: 307210 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:45:32,910-Speed 3258.57 samples/sec Loss 0.1197 LearningRate 0.0006 Epoch: 18 Global Step: 307220 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:45:36,019-Speed 3294.38 samples/sec Loss 0.1347 LearningRate 0.0006 Epoch: 18 Global Step: 307230 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:39,144-Speed 3277.64 samples/sec Loss 0.1267 LearningRate 0.0006 Epoch: 18 Global Step: 307240 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:45:42,199-Speed 3352.86 samples/sec Loss 0.1195 LearningRate 0.0006 Epoch: 18 Global Step: 307250 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:45:45,292-Speed 3311.42 samples/sec Loss 0.1269 LearningRate 0.0006 Epoch: 18 Global Step: 307260 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:45:48,359-Speed 3340.13 samples/sec Loss 0.1213 LearningRate 0.0006 Epoch: 18 Global Step: 307270 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:45:51,423-Speed 3342.39 samples/sec Loss 0.1242 LearningRate 0.0006 Epoch: 18 Global Step: 307280 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:45:54,499-Speed 3329.86 samples/sec Loss 0.1233 LearningRate 0.0006 Epoch: 18 Global Step: 307290 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:45:57,561-Speed 3344.19 samples/sec Loss 0.1219 LearningRate 0.0006 Epoch: 18 Global Step: 307300 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:00,623-Speed 3345.90 samples/sec Loss 0.1250 LearningRate 0.0006 Epoch: 18 Global Step: 307310 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:03,691-Speed 3337.44 samples/sec Loss 0.1398 LearningRate 0.0006 Epoch: 18 Global Step: 307320 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:06,761-Speed 3336.56 samples/sec Loss 0.1197 LearningRate 0.0006 Epoch: 18 Global Step: 307330 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:09,830-Speed 3337.21 samples/sec Loss 0.1166 LearningRate 0.0006 Epoch: 18 Global Step: 307340 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:12,906-Speed 3329.86 samples/sec Loss 0.1208 LearningRate 0.0006 Epoch: 18 Global Step: 307350 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:46:16,028-Speed 3281.09 samples/sec Loss 0.1288 LearningRate 0.0006 Epoch: 18 Global Step: 307360 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:46:19,117-Speed 3315.90 samples/sec Loss 0.1245 LearningRate 0.0006 Epoch: 18 Global Step: 307370 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:46:22,180-Speed 3344.28 samples/sec Loss 0.1169 LearningRate 0.0006 Epoch: 18 Global Step: 307380 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:46:25,248-Speed 3338.38 samples/sec Loss 0.1202 LearningRate 0.0006 Epoch: 18 Global Step: 307390 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:46:28,339-Speed 3313.13 samples/sec Loss 0.1264 LearningRate 0.0006 Epoch: 18 Global Step: 307400 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:31,424-Speed 3319.89 samples/sec Loss 0.1094 LearningRate 0.0006 Epoch: 18 Global Step: 307410 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:34,490-Speed 3340.46 samples/sec Loss 0.1211 LearningRate 0.0006 Epoch: 18 Global Step: 307420 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:37,560-Speed 3336.57 samples/sec Loss 0.1128 LearningRate 0.0006 Epoch: 18 Global Step: 307430 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:40,647-Speed 3318.28 samples/sec Loss 0.1069 LearningRate 0.0006 Epoch: 18 Global Step: 307440 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:43,823-Speed 3225.17 samples/sec Loss 0.1110 LearningRate 0.0006 Epoch: 18 Global Step: 307450 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:46,931-Speed 3295.44 samples/sec Loss 0.1205 LearningRate 0.0006 Epoch: 18 Global Step: 307460 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:50,047-Speed 3287.33 samples/sec Loss 0.1125 LearningRate 0.0006 Epoch: 18 Global Step: 307470 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:53,160-Speed 3289.42 samples/sec Loss 0.1260 LearningRate 0.0006 Epoch: 18 Global Step: 307480 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:56,280-Speed 3282.37 samples/sec Loss 0.1217 LearningRate 0.0006 Epoch: 18 Global Step: 307490 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:46:59,462-Speed 3219.78 samples/sec Loss 0.1266 LearningRate 0.0006 Epoch: 18 Global Step: 307500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:02,542-Speed 3324.39 samples/sec Loss 0.1180 LearningRate 0.0006 Epoch: 18 Global Step: 307510 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:05,627-Speed 3320.76 samples/sec Loss 0.1271 LearningRate 0.0006 Epoch: 18 Global Step: 307520 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:08,696-Speed 3337.51 samples/sec Loss 0.1273 LearningRate 0.0006 Epoch: 18 Global Step: 307530 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:11,777-Speed 3324.46 samples/sec Loss 0.1271 LearningRate 0.0006 Epoch: 18 Global Step: 307540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:14,939-Speed 3239.20 samples/sec Loss 0.1211 LearningRate 0.0006 Epoch: 18 Global Step: 307550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:18,007-Speed 3338.91 samples/sec Loss 0.1170 LearningRate 0.0006 Epoch: 18 Global Step: 307560 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:21,139-Speed 3269.48 samples/sec Loss 0.1338 LearningRate 0.0006 Epoch: 18 Global Step: 307570 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:24,199-Speed 3347.14 samples/sec Loss 0.1180 LearningRate 0.0006 Epoch: 18 Global Step: 307580 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:27,260-Speed 3345.99 samples/sec Loss 0.1186 LearningRate 0.0006 Epoch: 18 Global Step: 307590 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:30,332-Speed 3333.99 samples/sec Loss 0.1152 LearningRate 0.0006 Epoch: 18 Global Step: 307600 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:33,433-Speed 3303.70 samples/sec Loss 0.1189 LearningRate 0.0006 Epoch: 18 Global Step: 307610 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:47:36,596-Speed 3238.09 samples/sec Loss 0.1226 LearningRate 0.0006 Epoch: 18 Global Step: 307620 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:47:39,731-Speed 3266.60 samples/sec Loss 0.1324 LearningRate 0.0006 Epoch: 18 Global Step: 307630 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:47:42,867-Speed 3265.91 samples/sec Loss 0.1163 LearningRate 0.0006 Epoch: 18 Global Step: 307640 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:47:46,113-Speed 3155.96 samples/sec Loss 0.1236 LearningRate 0.0006 Epoch: 18 Global Step: 307650 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:47:49,209-Speed 3307.94 samples/sec Loss 0.1249 LearningRate 0.0006 Epoch: 18 Global Step: 307660 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:47:52,311-Speed 3302.16 samples/sec Loss 0.1240 LearningRate 0.0006 Epoch: 18 Global Step: 307670 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:47:55,458-Speed 3253.91 samples/sec Loss 0.1206 LearningRate 0.0006 Epoch: 18 Global Step: 307680 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:47:58,558-Speed 3304.39 samples/sec Loss 0.1215 LearningRate 0.0006 Epoch: 18 Global Step: 307690 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:48:01,668-Speed 3294.40 samples/sec Loss 0.1293 LearningRate 0.0006 Epoch: 18 Global Step: 307700 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:48:04,741-Speed 3341.41 samples/sec Loss 0.1248 LearningRate 0.0006 Epoch: 18 Global Step: 307710 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:48:07,806-Speed 3341.72 samples/sec Loss 0.1111 LearningRate 0.0006 Epoch: 18 Global Step: 307720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:10,878-Speed 3333.86 samples/sec Loss 0.1187 LearningRate 0.0006 Epoch: 18 Global Step: 307730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:14,016-Speed 3264.14 samples/sec Loss 0.1180 LearningRate 0.0006 Epoch: 18 Global Step: 307740 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:17,110-Speed 3309.69 samples/sec Loss 0.1173 LearningRate 0.0006 Epoch: 18 Global Step: 307750 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:20,265-Speed 3246.35 samples/sec Loss 0.1252 LearningRate 0.0006 Epoch: 18 Global Step: 307760 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:23,367-Speed 3302.29 samples/sec Loss 0.1092 LearningRate 0.0006 Epoch: 18 Global Step: 307770 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:26,460-Speed 3311.34 samples/sec Loss 0.1222 LearningRate 0.0006 Epoch: 18 Global Step: 307780 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:29,569-Speed 3294.75 samples/sec Loss 0.1193 LearningRate 0.0006 Epoch: 18 Global Step: 307790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:32,684-Speed 3288.02 samples/sec Loss 0.1228 LearningRate 0.0006 Epoch: 18 Global Step: 307800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:35,758-Speed 3331.71 samples/sec Loss 0.1163 LearningRate 0.0006 Epoch: 18 Global Step: 307810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:38,838-Speed 3325.04 samples/sec Loss 0.1130 LearningRate 0.0006 Epoch: 18 Global Step: 307820 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:48:41,904-Speed 3340.82 samples/sec Loss 0.1294 LearningRate 0.0006 Epoch: 18 Global Step: 307830 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:48:45,051-Speed 3254.92 samples/sec Loss 0.1152 LearningRate 0.0006 Epoch: 18 Global Step: 307840 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:48:48,274-Speed 3177.21 samples/sec Loss 0.1274 LearningRate 0.0006 Epoch: 18 Global Step: 307850 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:51,366-Speed 3313.16 samples/sec Loss 0.1330 LearningRate 0.0006 Epoch: 18 Global Step: 307860 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:54,438-Speed 3334.73 samples/sec Loss 0.1222 LearningRate 0.0006 Epoch: 18 Global Step: 307870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:48:57,529-Speed 3312.74 samples/sec Loss 0.1142 LearningRate 0.0006 Epoch: 18 Global Step: 307880 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:00,596-Speed 3339.86 samples/sec Loss 0.1214 LearningRate 0.0006 Epoch: 18 Global Step: 307890 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:03,675-Speed 3326.50 samples/sec Loss 0.1233 LearningRate 0.0006 Epoch: 18 Global Step: 307900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:06,744-Speed 3337.16 samples/sec Loss 0.1226 LearningRate 0.0006 Epoch: 18 Global Step: 307910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:09,831-Speed 3318.69 samples/sec Loss 0.1164 LearningRate 0.0006 Epoch: 18 Global Step: 307920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:12,917-Speed 3318.34 samples/sec Loss 0.1253 LearningRate 0.0006 Epoch: 18 Global Step: 307930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:16,023-Speed 3297.32 samples/sec Loss 0.1128 LearningRate 0.0006 Epoch: 18 Global Step: 307940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:19,135-Speed 3291.91 samples/sec Loss 0.1396 LearningRate 0.0006 Epoch: 18 Global Step: 307950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:49:22,252-Speed 3286.07 samples/sec Loss 0.1212 LearningRate 0.0006 Epoch: 18 Global Step: 307960 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:49:25,433-Speed 3219.72 samples/sec Loss 0.1238 LearningRate 0.0006 Epoch: 18 Global Step: 307970 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:49:28,535-Speed 3301.54 samples/sec Loss 0.1171 LearningRate 0.0006 Epoch: 18 Global Step: 307980 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:49:31,614-Speed 3326.43 samples/sec Loss 0.1238 LearningRate 0.0006 Epoch: 18 Global Step: 307990 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:49:34,682-Speed 3338.32 samples/sec Loss 0.1328 LearningRate 0.0006 Epoch: 18 Global Step: 308000 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:50:18,678-[lfw][308000]XNorm: 20.810476 Training: 2022-04-12 07:50:18,679-[lfw][308000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 07:50:18,680-[lfw][308000]Accuracy-Highest: 0.99817 Training: 2022-04-12 07:51:09,918-[cfp_fp][308000]XNorm: 22.635153 Training: 2022-04-12 07:51:09,918-[cfp_fp][308000]Accuracy-Flip: 0.99129+-0.00396 Training: 2022-04-12 07:51:09,919-[cfp_fp][308000]Accuracy-Highest: 0.99200 Training: 2022-04-12 07:51:53,851-[agedb_30][308000]XNorm: 22.915190 Training: 2022-04-12 07:51:53,852-[agedb_30][308000]Accuracy-Flip: 0.98550+-0.00587 Training: 2022-04-12 07:51:53,852-[agedb_30][308000]Accuracy-Highest: 0.98650 Training: 2022-04-12 07:51:56,913-Speed 72.00 samples/sec Loss 0.1210 LearningRate 0.0006 Epoch: 18 Global Step: 308010 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:00,000-Speed 3317.85 samples/sec Loss 0.1235 LearningRate 0.0006 Epoch: 18 Global Step: 308020 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:03,102-Speed 3302.50 samples/sec Loss 0.1266 LearningRate 0.0006 Epoch: 18 Global Step: 308030 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:06,278-Speed 3225.14 samples/sec Loss 0.1197 LearningRate 0.0006 Epoch: 18 Global Step: 308040 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:09,396-Speed 3284.05 samples/sec Loss 0.1250 LearningRate 0.0006 Epoch: 18 Global Step: 308050 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:12,470-Speed 3332.45 samples/sec Loss 0.1191 LearningRate 0.0006 Epoch: 18 Global Step: 308060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:52:15,563-Speed 3311.25 samples/sec Loss 0.1323 LearningRate 0.0006 Epoch: 18 Global Step: 308070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:52:18,674-Speed 3293.20 samples/sec Loss 0.1145 LearningRate 0.0006 Epoch: 18 Global Step: 308080 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:52:21,740-Speed 3339.99 samples/sec Loss 0.1093 LearningRate 0.0006 Epoch: 18 Global Step: 308090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:52:24,807-Speed 3339.25 samples/sec Loss 0.1226 LearningRate 0.0006 Epoch: 18 Global Step: 308100 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:27,872-Speed 3342.12 samples/sec Loss 0.1294 LearningRate 0.0006 Epoch: 18 Global Step: 308110 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:30,961-Speed 3315.55 samples/sec Loss 0.1168 LearningRate 0.0006 Epoch: 18 Global Step: 308120 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:34,031-Speed 3335.90 samples/sec Loss 0.1258 LearningRate 0.0006 Epoch: 18 Global Step: 308130 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:37,106-Speed 3331.13 samples/sec Loss 0.1233 LearningRate 0.0006 Epoch: 18 Global Step: 308140 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:40,190-Speed 3320.99 samples/sec Loss 0.1226 LearningRate 0.0006 Epoch: 18 Global Step: 308150 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:43,266-Speed 3330.39 samples/sec Loss 0.1249 LearningRate 0.0006 Epoch: 18 Global Step: 308160 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:46,354-Speed 3316.64 samples/sec Loss 0.1285 LearningRate 0.0006 Epoch: 18 Global Step: 308170 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:49,430-Speed 3330.02 samples/sec Loss 0.1262 LearningRate 0.0006 Epoch: 18 Global Step: 308180 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:52,497-Speed 3339.52 samples/sec Loss 0.1057 LearningRate 0.0006 Epoch: 18 Global Step: 308190 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:52:55,567-Speed 3335.68 samples/sec Loss 0.1198 LearningRate 0.0006 Epoch: 18 Global Step: 308200 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:52:58,662-Speed 3309.83 samples/sec Loss 0.1282 LearningRate 0.0006 Epoch: 18 Global Step: 308210 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:01,821-Speed 3242.45 samples/sec Loss 0.1214 LearningRate 0.0006 Epoch: 18 Global Step: 308220 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:04,954-Speed 3268.51 samples/sec Loss 0.1174 LearningRate 0.0006 Epoch: 18 Global Step: 308230 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:08,108-Speed 3247.89 samples/sec Loss 0.1213 LearningRate 0.0006 Epoch: 18 Global Step: 308240 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:11,272-Speed 3237.56 samples/sec Loss 0.1239 LearningRate 0.0006 Epoch: 18 Global Step: 308250 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:14,430-Speed 3242.70 samples/sec Loss 0.1207 LearningRate 0.0006 Epoch: 18 Global Step: 308260 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:17,642-Speed 3189.22 samples/sec Loss 0.1295 LearningRate 0.0006 Epoch: 18 Global Step: 308270 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:20,721-Speed 3326.14 samples/sec Loss 0.1239 LearningRate 0.0006 Epoch: 18 Global Step: 308280 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:23,799-Speed 3327.58 samples/sec Loss 0.1207 LearningRate 0.0006 Epoch: 18 Global Step: 308290 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:26,879-Speed 3326.06 samples/sec Loss 0.1243 LearningRate 0.0006 Epoch: 18 Global Step: 308300 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:53:29,986-Speed 3295.69 samples/sec Loss 0.1144 LearningRate 0.0006 Epoch: 18 Global Step: 308310 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:33,159-Speed 3228.59 samples/sec Loss 0.1188 LearningRate 0.0006 Epoch: 18 Global Step: 308320 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:36,234-Speed 3331.77 samples/sec Loss 0.1212 LearningRate 0.0006 Epoch: 18 Global Step: 308330 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:39,320-Speed 3318.57 samples/sec Loss 0.1214 LearningRate 0.0006 Epoch: 18 Global Step: 308340 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:42,413-Speed 3311.12 samples/sec Loss 0.1282 LearningRate 0.0006 Epoch: 18 Global Step: 308350 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:45,495-Speed 3323.27 samples/sec Loss 0.1214 LearningRate 0.0006 Epoch: 18 Global Step: 308360 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:48,609-Speed 3289.05 samples/sec Loss 0.1278 LearningRate 0.0006 Epoch: 18 Global Step: 308370 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:51,676-Speed 3340.07 samples/sec Loss 0.1109 LearningRate 0.0006 Epoch: 18 Global Step: 308380 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:54,740-Speed 3342.40 samples/sec Loss 0.1148 LearningRate 0.0006 Epoch: 18 Global Step: 308390 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:53:57,800-Speed 3346.86 samples/sec Loss 0.1180 LearningRate 0.0006 Epoch: 18 Global Step: 308400 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:00,856-Speed 3352.07 samples/sec Loss 0.1400 LearningRate 0.0006 Epoch: 18 Global Step: 308410 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:03,943-Speed 3318.72 samples/sec Loss 0.1267 LearningRate 0.0006 Epoch: 18 Global Step: 308420 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:07,007-Speed 3343.03 samples/sec Loss 0.1127 LearningRate 0.0006 Epoch: 18 Global Step: 308430 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:10,065-Speed 3349.38 samples/sec Loss 0.1275 LearningRate 0.0006 Epoch: 18 Global Step: 308440 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:13,165-Speed 3303.40 samples/sec Loss 0.1233 LearningRate 0.0006 Epoch: 18 Global Step: 308450 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:16,226-Speed 3346.18 samples/sec Loss 0.1164 LearningRate 0.0006 Epoch: 18 Global Step: 308460 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:19,288-Speed 3345.22 samples/sec Loss 0.1237 LearningRate 0.0006 Epoch: 18 Global Step: 308470 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:22,369-Speed 3323.88 samples/sec Loss 0.1247 LearningRate 0.0006 Epoch: 18 Global Step: 308480 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:25,451-Speed 3323.55 samples/sec Loss 0.1196 LearningRate 0.0006 Epoch: 18 Global Step: 308490 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:28,571-Speed 3281.83 samples/sec Loss 0.1280 LearningRate 0.0006 Epoch: 18 Global Step: 308500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:31,690-Speed 3284.95 samples/sec Loss 0.1159 LearningRate 0.0006 Epoch: 18 Global Step: 308510 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:34,764-Speed 3331.40 samples/sec Loss 0.1201 LearningRate 0.0006 Epoch: 18 Global Step: 308520 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:37,876-Speed 3291.78 samples/sec Loss 0.1292 LearningRate 0.0006 Epoch: 18 Global Step: 308530 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:40,940-Speed 3342.36 samples/sec Loss 0.1195 LearningRate 0.0006 Epoch: 18 Global Step: 308540 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:44,002-Speed 3344.93 samples/sec Loss 0.1160 LearningRate 0.0006 Epoch: 18 Global Step: 308550 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:47,068-Speed 3340.25 samples/sec Loss 0.1348 LearningRate 0.0006 Epoch: 18 Global Step: 308560 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:50,161-Speed 3311.31 samples/sec Loss 0.1264 LearningRate 0.0006 Epoch: 18 Global Step: 308570 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:53,297-Speed 3266.70 samples/sec Loss 0.1179 LearningRate 0.0006 Epoch: 18 Global Step: 308580 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:56,399-Speed 3301.40 samples/sec Loss 0.1297 LearningRate 0.0006 Epoch: 18 Global Step: 308590 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:54:59,474-Speed 3331.16 samples/sec Loss 0.1192 LearningRate 0.0006 Epoch: 18 Global Step: 308600 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:02,545-Speed 3335.28 samples/sec Loss 0.1274 LearningRate 0.0006 Epoch: 18 Global Step: 308610 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:05,616-Speed 3335.07 samples/sec Loss 0.1228 LearningRate 0.0006 Epoch: 18 Global Step: 308620 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:08,712-Speed 3308.79 samples/sec Loss 0.1301 LearningRate 0.0006 Epoch: 18 Global Step: 308630 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:11,774-Speed 3344.27 samples/sec Loss 0.1278 LearningRate 0.0006 Epoch: 18 Global Step: 308640 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:14,914-Speed 3262.37 samples/sec Loss 0.1129 LearningRate 0.0006 Epoch: 18 Global Step: 308650 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:18,027-Speed 3289.49 samples/sec Loss 0.1264 LearningRate 0.0006 Epoch: 18 Global Step: 308660 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:21,120-Speed 3311.93 samples/sec Loss 0.1079 LearningRate 0.0006 Epoch: 18 Global Step: 308670 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:24,175-Speed 3352.74 samples/sec Loss 0.1257 LearningRate 0.0006 Epoch: 18 Global Step: 308680 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:27,251-Speed 3330.09 samples/sec Loss 0.1180 LearningRate 0.0006 Epoch: 18 Global Step: 308690 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:30,317-Speed 3339.85 samples/sec Loss 0.1357 LearningRate 0.0006 Epoch: 18 Global Step: 308700 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:33,377-Speed 3348.07 samples/sec Loss 0.1163 LearningRate 0.0006 Epoch: 18 Global Step: 308710 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:36,433-Speed 3351.15 samples/sec Loss 0.1170 LearningRate 0.0006 Epoch: 18 Global Step: 308720 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:39,495-Speed 3344.77 samples/sec Loss 0.1112 LearningRate 0.0006 Epoch: 18 Global Step: 308730 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:55:42,576-Speed 3324.21 samples/sec Loss 0.1207 LearningRate 0.0006 Epoch: 18 Global Step: 308740 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:45,643-Speed 3340.20 samples/sec Loss 0.1136 LearningRate 0.0006 Epoch: 18 Global Step: 308750 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:48,719-Speed 3330.12 samples/sec Loss 0.1314 LearningRate 0.0006 Epoch: 18 Global Step: 308760 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:51,777-Speed 3349.51 samples/sec Loss 0.1167 LearningRate 0.0006 Epoch: 18 Global Step: 308770 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:54,836-Speed 3347.45 samples/sec Loss 0.1055 LearningRate 0.0006 Epoch: 18 Global Step: 308780 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:55:57,885-Speed 3359.16 samples/sec Loss 0.1157 LearningRate 0.0006 Epoch: 18 Global Step: 308790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:00,960-Speed 3330.96 samples/sec Loss 0.1309 LearningRate 0.0006 Epoch: 18 Global Step: 308800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:04,090-Speed 3272.00 samples/sec Loss 0.1165 LearningRate 0.0006 Epoch: 18 Global Step: 308810 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:07,280-Speed 3211.65 samples/sec Loss 0.1204 LearningRate 0.0006 Epoch: 18 Global Step: 308820 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:10,344-Speed 3342.13 samples/sec Loss 0.1231 LearningRate 0.0006 Epoch: 18 Global Step: 308830 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:13,419-Speed 3330.99 samples/sec Loss 0.1188 LearningRate 0.0006 Epoch: 18 Global Step: 308840 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:16,562-Speed 3258.94 samples/sec Loss 0.1164 LearningRate 0.0006 Epoch: 18 Global Step: 308850 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:19,655-Speed 3311.83 samples/sec Loss 0.1188 LearningRate 0.0006 Epoch: 18 Global Step: 308860 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:22,747-Speed 3312.61 samples/sec Loss 0.1335 LearningRate 0.0006 Epoch: 18 Global Step: 308870 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:25,892-Speed 3256.60 samples/sec Loss 0.1255 LearningRate 0.0006 Epoch: 18 Global Step: 308880 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:28,961-Speed 3337.05 samples/sec Loss 0.1238 LearningRate 0.0006 Epoch: 18 Global Step: 308890 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:56:32,020-Speed 3348.72 samples/sec Loss 0.1302 LearningRate 0.0006 Epoch: 18 Global Step: 308900 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:35,092-Speed 3333.54 samples/sec Loss 0.1238 LearningRate 0.0006 Epoch: 18 Global Step: 308910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:38,166-Speed 3331.60 samples/sec Loss 0.1161 LearningRate 0.0006 Epoch: 18 Global Step: 308920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:41,316-Speed 3252.21 samples/sec Loss 0.1081 LearningRate 0.0006 Epoch: 18 Global Step: 308930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:44,389-Speed 3332.67 samples/sec Loss 0.1284 LearningRate 0.0006 Epoch: 18 Global Step: 308940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:47,451-Speed 3345.17 samples/sec Loss 0.1233 LearningRate 0.0006 Epoch: 18 Global Step: 308950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:50,563-Speed 3291.26 samples/sec Loss 0.1226 LearningRate 0.0006 Epoch: 18 Global Step: 308960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:53,645-Speed 3323.54 samples/sec Loss 0.1050 LearningRate 0.0006 Epoch: 18 Global Step: 308970 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:56,705-Speed 3347.12 samples/sec Loss 0.1252 LearningRate 0.0006 Epoch: 18 Global Step: 308980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:56:59,796-Speed 3313.11 samples/sec Loss 0.1186 LearningRate 0.0006 Epoch: 18 Global Step: 308990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:02,940-Speed 3258.58 samples/sec Loss 0.1210 LearningRate 0.0006 Epoch: 18 Global Step: 309000 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:06,068-Speed 3274.26 samples/sec Loss 0.1170 LearningRate 0.0006 Epoch: 18 Global Step: 309010 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:09,157-Speed 3316.11 samples/sec Loss 0.1292 LearningRate 0.0006 Epoch: 18 Global Step: 309020 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:12,234-Speed 3328.92 samples/sec Loss 0.1313 LearningRate 0.0006 Epoch: 18 Global Step: 309030 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:15,347-Speed 3289.67 samples/sec Loss 0.1230 LearningRate 0.0006 Epoch: 18 Global Step: 309040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:18,532-Speed 3216.04 samples/sec Loss 0.1316 LearningRate 0.0006 Epoch: 18 Global Step: 309050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:21,621-Speed 3315.63 samples/sec Loss 0.1219 LearningRate 0.0006 Epoch: 18 Global Step: 309060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:24,750-Speed 3273.14 samples/sec Loss 0.1199 LearningRate 0.0005 Epoch: 18 Global Step: 309070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:27,913-Speed 3238.33 samples/sec Loss 0.1157 LearningRate 0.0005 Epoch: 18 Global Step: 309080 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:31,023-Speed 3293.43 samples/sec Loss 0.1194 LearningRate 0.0005 Epoch: 18 Global Step: 309090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:34,104-Speed 3323.83 samples/sec Loss 0.1226 LearningRate 0.0005 Epoch: 18 Global Step: 309100 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:57:37,163-Speed 3348.65 samples/sec Loss 0.1272 LearningRate 0.0005 Epoch: 18 Global Step: 309110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:40,224-Speed 3346.25 samples/sec Loss 0.1189 LearningRate 0.0005 Epoch: 18 Global Step: 309120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:43,289-Speed 3341.59 samples/sec Loss 0.1305 LearningRate 0.0005 Epoch: 18 Global Step: 309130 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:46,356-Speed 3339.83 samples/sec Loss 0.1396 LearningRate 0.0005 Epoch: 18 Global Step: 309140 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:49,436-Speed 3325.32 samples/sec Loss 0.1219 LearningRate 0.0005 Epoch: 18 Global Step: 309150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:52,506-Speed 3335.30 samples/sec Loss 0.1237 LearningRate 0.0005 Epoch: 18 Global Step: 309160 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:55,664-Speed 3243.52 samples/sec Loss 0.1106 LearningRate 0.0005 Epoch: 18 Global Step: 309170 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:57:58,756-Speed 3312.83 samples/sec Loss 0.1198 LearningRate 0.0005 Epoch: 18 Global Step: 309180 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:01,826-Speed 3336.36 samples/sec Loss 0.1168 LearningRate 0.0005 Epoch: 18 Global Step: 309190 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:04,888-Speed 3344.83 samples/sec Loss 0.1243 LearningRate 0.0005 Epoch: 18 Global Step: 309200 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:07,980-Speed 3312.43 samples/sec Loss 0.1234 LearningRate 0.0005 Epoch: 18 Global Step: 309210 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:11,072-Speed 3312.32 samples/sec Loss 0.1318 LearningRate 0.0005 Epoch: 18 Global Step: 309220 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:14,162-Speed 3315.07 samples/sec Loss 0.1163 LearningRate 0.0005 Epoch: 18 Global Step: 309230 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:17,244-Speed 3323.86 samples/sec Loss 0.1212 LearningRate 0.0005 Epoch: 18 Global Step: 309240 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:20,316-Speed 3333.15 samples/sec Loss 0.1212 LearningRate 0.0005 Epoch: 18 Global Step: 309250 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:23,454-Speed 3263.98 samples/sec Loss 0.1225 LearningRate 0.0005 Epoch: 18 Global Step: 309260 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:26,526-Speed 3334.50 samples/sec Loss 0.1192 LearningRate 0.0005 Epoch: 18 Global Step: 309270 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:29,602-Speed 3329.96 samples/sec Loss 0.1308 LearningRate 0.0005 Epoch: 18 Global Step: 309280 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:32,671-Speed 3337.03 samples/sec Loss 0.1209 LearningRate 0.0005 Epoch: 18 Global Step: 309290 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:35,771-Speed 3304.23 samples/sec Loss 0.1096 LearningRate 0.0005 Epoch: 18 Global Step: 309300 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:38,822-Speed 3357.55 samples/sec Loss 0.1186 LearningRate 0.0005 Epoch: 18 Global Step: 309310 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:41,898-Speed 3329.77 samples/sec Loss 0.1266 LearningRate 0.0005 Epoch: 18 Global Step: 309320 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:44,960-Speed 3345.22 samples/sec Loss 0.1331 LearningRate 0.0005 Epoch: 18 Global Step: 309330 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:48,042-Speed 3323.05 samples/sec Loss 0.1239 LearningRate 0.0005 Epoch: 18 Global Step: 309340 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:51,113-Speed 3335.12 samples/sec Loss 0.1236 LearningRate 0.0005 Epoch: 18 Global Step: 309350 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:54,185-Speed 3334.24 samples/sec Loss 0.1301 LearningRate 0.0005 Epoch: 18 Global Step: 309360 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:58:57,280-Speed 3310.13 samples/sec Loss 0.1319 LearningRate 0.0005 Epoch: 18 Global Step: 309370 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:00,353-Speed 3332.60 samples/sec Loss 0.1291 LearningRate 0.0005 Epoch: 18 Global Step: 309380 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:03,431-Speed 3326.91 samples/sec Loss 0.1215 LearningRate 0.0005 Epoch: 18 Global Step: 309390 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:06,497-Speed 3341.29 samples/sec Loss 0.1180 LearningRate 0.0005 Epoch: 18 Global Step: 309400 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:09,583-Speed 3319.20 samples/sec Loss 0.1289 LearningRate 0.0005 Epoch: 18 Global Step: 309410 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:59:12,689-Speed 3297.63 samples/sec Loss 0.1140 LearningRate 0.0005 Epoch: 18 Global Step: 309420 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:59:15,764-Speed 3330.56 samples/sec Loss 0.1144 LearningRate 0.0005 Epoch: 18 Global Step: 309430 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:59:18,833-Speed 3337.21 samples/sec Loss 0.1296 LearningRate 0.0005 Epoch: 18 Global Step: 309440 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 07:59:21,906-Speed 3332.54 samples/sec Loss 0.1237 LearningRate 0.0005 Epoch: 18 Global Step: 309450 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:25,009-Speed 3301.48 samples/sec Loss 0.1166 LearningRate 0.0005 Epoch: 18 Global Step: 309460 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:28,090-Speed 3323.76 samples/sec Loss 0.1243 LearningRate 0.0005 Epoch: 18 Global Step: 309470 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:31,160-Speed 3336.15 samples/sec Loss 0.1179 LearningRate 0.0005 Epoch: 18 Global Step: 309480 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:34,233-Speed 3333.01 samples/sec Loss 0.1203 LearningRate 0.0005 Epoch: 18 Global Step: 309490 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:37,301-Speed 3339.13 samples/sec Loss 0.1279 LearningRate 0.0005 Epoch: 18 Global Step: 309500 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 07:59:40,361-Speed 3346.37 samples/sec Loss 0.1253 LearningRate 0.0005 Epoch: 18 Global Step: 309510 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:59:43,511-Speed 3252.62 samples/sec Loss 0.1204 LearningRate 0.0005 Epoch: 18 Global Step: 309520 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:59:46,645-Speed 3268.34 samples/sec Loss 0.1223 LearningRate 0.0005 Epoch: 18 Global Step: 309530 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:59:49,772-Speed 3275.47 samples/sec Loss 0.1143 LearningRate 0.0005 Epoch: 18 Global Step: 309540 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:59:52,844-Speed 3333.75 samples/sec Loss 0.1285 LearningRate 0.0005 Epoch: 18 Global Step: 309550 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:59:55,914-Speed 3336.65 samples/sec Loss 0.1235 LearningRate 0.0005 Epoch: 18 Global Step: 309560 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 07:59:59,050-Speed 3265.85 samples/sec Loss 0.1181 LearningRate 0.0005 Epoch: 18 Global Step: 309570 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:00:02,131-Speed 3323.43 samples/sec Loss 0.1253 LearningRate 0.0005 Epoch: 18 Global Step: 309580 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:00:05,194-Speed 3344.15 samples/sec Loss 0.1187 LearningRate 0.0005 Epoch: 18 Global Step: 309590 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:00:08,263-Speed 3337.40 samples/sec Loss 0.1195 LearningRate 0.0005 Epoch: 18 Global Step: 309600 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:00:11,340-Speed 3328.57 samples/sec Loss 0.1259 LearningRate 0.0005 Epoch: 18 Global Step: 309610 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:14,414-Speed 3332.53 samples/sec Loss 0.1242 LearningRate 0.0005 Epoch: 18 Global Step: 309620 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:17,484-Speed 3336.01 samples/sec Loss 0.1162 LearningRate 0.0005 Epoch: 18 Global Step: 309630 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:20,569-Speed 3320.56 samples/sec Loss 0.1242 LearningRate 0.0005 Epoch: 18 Global Step: 309640 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:23,635-Speed 3340.48 samples/sec Loss 0.1342 LearningRate 0.0005 Epoch: 18 Global Step: 309650 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:26,706-Speed 3334.19 samples/sec Loss 0.1115 LearningRate 0.0005 Epoch: 18 Global Step: 309660 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:29,769-Speed 3344.89 samples/sec Loss 0.1384 LearningRate 0.0005 Epoch: 18 Global Step: 309670 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:32,845-Speed 3329.51 samples/sec Loss 0.1221 LearningRate 0.0005 Epoch: 18 Global Step: 309680 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:35,909-Speed 3342.01 samples/sec Loss 0.1196 LearningRate 0.0005 Epoch: 18 Global Step: 309690 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:38,985-Speed 3330.33 samples/sec Loss 0.1169 LearningRate 0.0005 Epoch: 18 Global Step: 309700 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:00:42,056-Speed 3334.81 samples/sec Loss 0.1259 LearningRate 0.0005 Epoch: 18 Global Step: 309710 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:00:45,135-Speed 3327.20 samples/sec Loss 0.1231 LearningRate 0.0005 Epoch: 18 Global Step: 309720 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:00:48,199-Speed 3342.95 samples/sec Loss 0.1170 LearningRate 0.0005 Epoch: 18 Global Step: 309730 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:00:51,274-Speed 3330.79 samples/sec Loss 0.1202 LearningRate 0.0005 Epoch: 18 Global Step: 309740 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:00:54,341-Speed 3339.30 samples/sec Loss 0.1287 LearningRate 0.0005 Epoch: 18 Global Step: 309750 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:00:57,420-Speed 3326.35 samples/sec Loss 0.1287 LearningRate 0.0005 Epoch: 18 Global Step: 309760 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:01:00,485-Speed 3341.89 samples/sec Loss 0.1209 LearningRate 0.0005 Epoch: 18 Global Step: 309770 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:01:03,564-Speed 3326.41 samples/sec Loss 0.1172 LearningRate 0.0005 Epoch: 18 Global Step: 309780 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:06,629-Speed 3341.51 samples/sec Loss 0.1156 LearningRate 0.0005 Epoch: 18 Global Step: 309790 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:09,736-Speed 3297.74 samples/sec Loss 0.1195 LearningRate 0.0005 Epoch: 18 Global Step: 309800 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:12,819-Speed 3321.87 samples/sec Loss 0.1229 LearningRate 0.0005 Epoch: 18 Global Step: 309810 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:15,959-Speed 3262.20 samples/sec Loss 0.1155 LearningRate 0.0005 Epoch: 18 Global Step: 309820 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:19,079-Speed 3282.09 samples/sec Loss 0.1213 LearningRate 0.0005 Epoch: 18 Global Step: 309830 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:22,146-Speed 3339.65 samples/sec Loss 0.1301 LearningRate 0.0005 Epoch: 18 Global Step: 309840 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:25,340-Speed 3206.73 samples/sec Loss 0.1251 LearningRate 0.0005 Epoch: 18 Global Step: 309850 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:28,467-Speed 3275.71 samples/sec Loss 0.1106 LearningRate 0.0005 Epoch: 18 Global Step: 309860 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:31,609-Speed 3259.30 samples/sec Loss 0.1336 LearningRate 0.0005 Epoch: 18 Global Step: 309870 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:34,688-Speed 3327.01 samples/sec Loss 0.1212 LearningRate 0.0005 Epoch: 18 Global Step: 309880 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:37,757-Speed 3337.82 samples/sec Loss 0.1305 LearningRate 0.0005 Epoch: 18 Global Step: 309890 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:40,844-Speed 3317.79 samples/sec Loss 0.1110 LearningRate 0.0005 Epoch: 18 Global Step: 309900 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:01:43,936-Speed 3312.26 samples/sec Loss 0.1165 LearningRate 0.0005 Epoch: 18 Global Step: 309910 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:47,090-Speed 3250.75 samples/sec Loss 0.1220 LearningRate 0.0005 Epoch: 18 Global Step: 309920 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:50,190-Speed 3303.78 samples/sec Loss 0.1208 LearningRate 0.0005 Epoch: 18 Global Step: 309930 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:53,268-Speed 3327.56 samples/sec Loss 0.1299 LearningRate 0.0005 Epoch: 18 Global Step: 309940 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:56,343-Speed 3331.13 samples/sec Loss 0.1288 LearningRate 0.0005 Epoch: 18 Global Step: 309950 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:01:59,463-Speed 3282.03 samples/sec Loss 0.1121 LearningRate 0.0005 Epoch: 18 Global Step: 309960 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:02:02,557-Speed 3310.57 samples/sec Loss 0.1204 LearningRate 0.0005 Epoch: 18 Global Step: 309970 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:02:05,659-Speed 3301.95 samples/sec Loss 0.1413 LearningRate 0.0005 Epoch: 18 Global Step: 309980 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:02:08,728-Speed 3338.07 samples/sec Loss 0.1160 LearningRate 0.0005 Epoch: 18 Global Step: 309990 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:02:11,831-Speed 3300.05 samples/sec Loss 0.1157 LearningRate 0.0005 Epoch: 18 Global Step: 310000 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:02:55,271-[lfw][310000]XNorm: 20.704607 Training: 2022-04-12 08:02:55,272-[lfw][310000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 08:02:55,272-[lfw][310000]Accuracy-Highest: 0.99817 Training: 2022-04-12 08:03:45,662-[cfp_fp][310000]XNorm: 22.410110 Training: 2022-04-12 08:03:45,662-[cfp_fp][310000]Accuracy-Flip: 0.99186+-0.00389 Training: 2022-04-12 08:03:45,663-[cfp_fp][310000]Accuracy-Highest: 0.99200 Training: 2022-04-12 08:04:29,053-[agedb_30][310000]XNorm: 22.644414 Training: 2022-04-12 08:04:29,054-[agedb_30][310000]Accuracy-Flip: 0.98617+-0.00592 Training: 2022-04-12 08:04:29,054-[agedb_30][310000]Accuracy-Highest: 0.98650 Training: 2022-04-12 08:04:32,119-Speed 72.99 samples/sec Loss 0.1146 LearningRate 0.0005 Epoch: 18 Global Step: 310010 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:04:35,174-Speed 3352.53 samples/sec Loss 0.1122 LearningRate 0.0005 Epoch: 18 Global Step: 310020 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:04:38,268-Speed 3311.19 samples/sec Loss 0.1271 LearningRate 0.0005 Epoch: 18 Global Step: 310030 Fp16 Grad Scale: 262144 Required: 3 hours Training: 2022-04-12 08:04:41,310-Speed 3366.82 samples/sec Loss 0.1201 LearningRate 0.0005 Epoch: 18 Global Step: 310040 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:04:44,367-Speed 3349.74 samples/sec Loss 0.1312 LearningRate 0.0005 Epoch: 18 Global Step: 310050 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:04:47,423-Speed 3351.78 samples/sec Loss 0.1195 LearningRate 0.0005 Epoch: 18 Global Step: 310060 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:04:50,495-Speed 3334.03 samples/sec Loss 0.1317 LearningRate 0.0005 Epoch: 18 Global Step: 310070 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:04:53,556-Speed 3346.37 samples/sec Loss 0.1325 LearningRate 0.0005 Epoch: 18 Global Step: 310080 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:04:56,640-Speed 3321.38 samples/sec Loss 0.1381 LearningRate 0.0005 Epoch: 18 Global Step: 310090 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:04:59,704-Speed 3342.77 samples/sec Loss 0.1353 LearningRate 0.0005 Epoch: 18 Global Step: 310100 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:05:02,772-Speed 3337.67 samples/sec Loss 0.1482 LearningRate 0.0005 Epoch: 18 Global Step: 310110 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:05:05,833-Speed 3346.16 samples/sec Loss 0.1361 LearningRate 0.0005 Epoch: 18 Global Step: 310120 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:05:08,923-Speed 3315.01 samples/sec Loss 0.1220 LearningRate 0.0005 Epoch: 18 Global Step: 310130 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:05:11,985-Speed 3345.49 samples/sec Loss 0.1177 LearningRate 0.0005 Epoch: 18 Global Step: 310140 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:05:15,049-Speed 3342.04 samples/sec Loss 0.1217 LearningRate 0.0005 Epoch: 18 Global Step: 310150 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:05:18,127-Speed 3328.08 samples/sec Loss 0.1219 LearningRate 0.0005 Epoch: 18 Global Step: 310160 Fp16 Grad Scale: 131072 Required: 3 hours Training: 2022-04-12 08:05:21,188-Speed 3346.06 samples/sec Loss 0.1211 LearningRate 0.0005 Epoch: 18 Global Step: 310170 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:05:24,268-Speed 3325.61 samples/sec Loss 0.1055 LearningRate 0.0005 Epoch: 18 Global Step: 310180 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:05:27,361-Speed 3311.28 samples/sec Loss 0.1262 LearningRate 0.0005 Epoch: 18 Global Step: 310190 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:05:30,436-Speed 3330.79 samples/sec Loss 0.1227 LearningRate 0.0005 Epoch: 18 Global Step: 310200 Fp16 Grad Scale: 65536 Required: 3 hours Training: 2022-04-12 08:05:33,508-Speed 3334.17 samples/sec Loss 0.1245 LearningRate 0.0005 Epoch: 18 Global Step: 310210 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:05:36,576-Speed 3338.46 samples/sec Loss 0.1236 LearningRate 0.0005 Epoch: 18 Global Step: 310220 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:05:39,704-Speed 3273.60 samples/sec Loss 0.1264 LearningRate 0.0005 Epoch: 18 Global Step: 310230 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:05:42,802-Speed 3306.80 samples/sec Loss 0.1250 LearningRate 0.0005 Epoch: 18 Global Step: 310240 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:05:45,885-Speed 3322.35 samples/sec Loss 0.1291 LearningRate 0.0005 Epoch: 18 Global Step: 310250 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:05:49,023-Speed 3263.89 samples/sec Loss 0.1142 LearningRate 0.0005 Epoch: 18 Global Step: 310260 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:05:52,097-Speed 3331.56 samples/sec Loss 0.1233 LearningRate 0.0005 Epoch: 18 Global Step: 310270 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:05:55,231-Speed 3268.18 samples/sec Loss 0.1416 LearningRate 0.0005 Epoch: 18 Global Step: 310280 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:05:58,340-Speed 3294.74 samples/sec Loss 0.1165 LearningRate 0.0005 Epoch: 18 Global Step: 310290 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:01,442-Speed 3302.12 samples/sec Loss 0.1295 LearningRate 0.0005 Epoch: 18 Global Step: 310300 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:04,674-Speed 3168.88 samples/sec Loss 0.1169 LearningRate 0.0005 Epoch: 18 Global Step: 310310 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:07,880-Speed 3196.15 samples/sec Loss 0.1076 LearningRate 0.0005 Epoch: 18 Global Step: 310320 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:10,956-Speed 3328.87 samples/sec Loss 0.1161 LearningRate 0.0005 Epoch: 18 Global Step: 310330 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:14,057-Speed 3303.28 samples/sec Loss 0.1164 LearningRate 0.0005 Epoch: 18 Global Step: 310340 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:17,234-Speed 3223.82 samples/sec Loss 0.1202 LearningRate 0.0005 Epoch: 18 Global Step: 310350 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:20,382-Speed 3254.27 samples/sec Loss 0.1164 LearningRate 0.0005 Epoch: 18 Global Step: 310360 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:23,485-Speed 3300.06 samples/sec Loss 0.1142 LearningRate 0.0005 Epoch: 18 Global Step: 310370 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:06:26,557-Speed 3334.50 samples/sec Loss 0.1198 LearningRate 0.0005 Epoch: 18 Global Step: 310380 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:06:29,702-Speed 3256.66 samples/sec Loss 0.1344 LearningRate 0.0005 Epoch: 18 Global Step: 310390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:32,816-Speed 3288.79 samples/sec Loss 0.1307 LearningRate 0.0005 Epoch: 18 Global Step: 310400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:35,905-Speed 3316.30 samples/sec Loss 0.1204 LearningRate 0.0005 Epoch: 18 Global Step: 310410 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:39,129-Speed 3176.41 samples/sec Loss 0.1293 LearningRate 0.0005 Epoch: 18 Global Step: 310420 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:42,231-Speed 3301.90 samples/sec Loss 0.1232 LearningRate 0.0005 Epoch: 18 Global Step: 310430 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:45,312-Speed 3324.79 samples/sec Loss 0.1110 LearningRate 0.0005 Epoch: 18 Global Step: 310440 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:48,537-Speed 3176.11 samples/sec Loss 0.1274 LearningRate 0.0005 Epoch: 18 Global Step: 310450 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:51,598-Speed 3345.87 samples/sec Loss 0.1227 LearningRate 0.0005 Epoch: 18 Global Step: 310460 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:54,658-Speed 3347.32 samples/sec Loss 0.1237 LearningRate 0.0005 Epoch: 18 Global Step: 310470 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:06:57,724-Speed 3340.60 samples/sec Loss 0.1339 LearningRate 0.0005 Epoch: 18 Global Step: 310480 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:00,823-Speed 3304.44 samples/sec Loss 0.1215 LearningRate 0.0005 Epoch: 18 Global Step: 310490 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:03,933-Speed 3293.48 samples/sec Loss 0.1227 LearningRate 0.0005 Epoch: 18 Global Step: 310500 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:06,990-Speed 3350.96 samples/sec Loss 0.1215 LearningRate 0.0005 Epoch: 18 Global Step: 310510 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:10,078-Speed 3316.13 samples/sec Loss 0.1281 LearningRate 0.0005 Epoch: 18 Global Step: 310520 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:13,153-Speed 3331.55 samples/sec Loss 0.1229 LearningRate 0.0005 Epoch: 18 Global Step: 310530 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:16,320-Speed 3233.78 samples/sec Loss 0.1316 LearningRate 0.0005 Epoch: 18 Global Step: 310540 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:19,480-Speed 3241.98 samples/sec Loss 0.1299 LearningRate 0.0005 Epoch: 18 Global Step: 310550 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:22,574-Speed 3309.36 samples/sec Loss 0.1374 LearningRate 0.0005 Epoch: 18 Global Step: 310560 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:25,657-Speed 3323.39 samples/sec Loss 0.1261 LearningRate 0.0005 Epoch: 18 Global Step: 310570 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:28,720-Speed 3343.69 samples/sec Loss 0.1300 LearningRate 0.0005 Epoch: 18 Global Step: 310580 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:31,786-Speed 3340.41 samples/sec Loss 0.1267 LearningRate 0.0005 Epoch: 18 Global Step: 310590 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:34,945-Speed 3242.42 samples/sec Loss 0.1267 LearningRate 0.0005 Epoch: 18 Global Step: 310600 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:07:38,012-Speed 3339.70 samples/sec Loss 0.1201 LearningRate 0.0005 Epoch: 18 Global Step: 310610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:41,199-Speed 3213.97 samples/sec Loss 0.1203 LearningRate 0.0005 Epoch: 18 Global Step: 310620 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:44,314-Speed 3288.41 samples/sec Loss 0.1288 LearningRate 0.0005 Epoch: 18 Global Step: 310630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:47,392-Speed 3327.37 samples/sec Loss 0.1204 LearningRate 0.0005 Epoch: 18 Global Step: 310640 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:50,462-Speed 3336.88 samples/sec Loss 0.1177 LearningRate 0.0005 Epoch: 18 Global Step: 310650 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:53,633-Speed 3229.50 samples/sec Loss 0.1238 LearningRate 0.0005 Epoch: 18 Global Step: 310660 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:56,761-Speed 3274.83 samples/sec Loss 0.1261 LearningRate 0.0005 Epoch: 18 Global Step: 310670 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:07:59,827-Speed 3339.99 samples/sec Loss 0.1244 LearningRate 0.0005 Epoch: 18 Global Step: 310680 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:02,901-Speed 3332.34 samples/sec Loss 0.1370 LearningRate 0.0005 Epoch: 18 Global Step: 310690 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:06,096-Speed 3205.23 samples/sec Loss 0.1227 LearningRate 0.0005 Epoch: 18 Global Step: 310700 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:09,162-Speed 3341.60 samples/sec Loss 0.1218 LearningRate 0.0005 Epoch: 18 Global Step: 310710 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:08:12,217-Speed 3352.18 samples/sec Loss 0.1171 LearningRate 0.0005 Epoch: 18 Global Step: 310720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:15,283-Speed 3341.10 samples/sec Loss 0.1275 LearningRate 0.0005 Epoch: 18 Global Step: 310730 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:18,345-Speed 3344.52 samples/sec Loss 0.1262 LearningRate 0.0005 Epoch: 18 Global Step: 310740 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:21,416-Speed 3334.61 samples/sec Loss 0.1319 LearningRate 0.0005 Epoch: 18 Global Step: 310750 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:24,493-Speed 3328.74 samples/sec Loss 0.1162 LearningRate 0.0005 Epoch: 18 Global Step: 310760 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:27,595-Speed 3301.77 samples/sec Loss 0.1176 LearningRate 0.0005 Epoch: 18 Global Step: 310770 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:30,687-Speed 3312.64 samples/sec Loss 0.1287 LearningRate 0.0005 Epoch: 18 Global Step: 310780 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:33,791-Speed 3300.11 samples/sec Loss 0.1304 LearningRate 0.0005 Epoch: 18 Global Step: 310790 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:36,877-Speed 3318.69 samples/sec Loss 0.1242 LearningRate 0.0005 Epoch: 18 Global Step: 310800 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:08:39,943-Speed 3341.01 samples/sec Loss 0.1306 LearningRate 0.0005 Epoch: 18 Global Step: 310810 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:08:43,011-Speed 3338.35 samples/sec Loss 0.1326 LearningRate 0.0005 Epoch: 18 Global Step: 310820 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:08:46,112-Speed 3303.32 samples/sec Loss 0.1311 LearningRate 0.0005 Epoch: 18 Global Step: 310830 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:08:49,217-Speed 3297.79 samples/sec Loss 0.1254 LearningRate 0.0005 Epoch: 18 Global Step: 310840 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:08:52,330-Speed 3290.94 samples/sec Loss 0.1302 LearningRate 0.0005 Epoch: 18 Global Step: 310850 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:08:55,435-Speed 3298.48 samples/sec Loss 0.1255 LearningRate 0.0005 Epoch: 18 Global Step: 310860 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:08:58,511-Speed 3329.62 samples/sec Loss 0.1135 LearningRate 0.0005 Epoch: 18 Global Step: 310870 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:09:01,583-Speed 3333.37 samples/sec Loss 0.1218 LearningRate 0.0005 Epoch: 18 Global Step: 310880 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:09:04,754-Speed 3230.52 samples/sec Loss 0.1221 LearningRate 0.0005 Epoch: 18 Global Step: 310890 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:09:07,833-Speed 3326.54 samples/sec Loss 0.1140 LearningRate 0.0005 Epoch: 18 Global Step: 310900 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:09:10,907-Speed 3332.65 samples/sec Loss 0.1188 LearningRate 0.0005 Epoch: 18 Global Step: 310910 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:13,989-Speed 3322.82 samples/sec Loss 0.1276 LearningRate 0.0005 Epoch: 18 Global Step: 310920 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:17,056-Speed 3338.96 samples/sec Loss 0.1300 LearningRate 0.0005 Epoch: 18 Global Step: 310930 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:20,133-Speed 3328.77 samples/sec Loss 0.1279 LearningRate 0.0005 Epoch: 18 Global Step: 310940 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:23,211-Speed 3328.44 samples/sec Loss 0.1222 LearningRate 0.0005 Epoch: 18 Global Step: 310950 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:26,305-Speed 3309.49 samples/sec Loss 0.1297 LearningRate 0.0005 Epoch: 18 Global Step: 310960 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:29,369-Speed 3342.84 samples/sec Loss 0.1162 LearningRate 0.0005 Epoch: 18 Global Step: 310970 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:32,439-Speed 3336.39 samples/sec Loss 0.1232 LearningRate 0.0005 Epoch: 18 Global Step: 310980 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:35,622-Speed 3218.32 samples/sec Loss 0.1203 LearningRate 0.0005 Epoch: 18 Global Step: 310990 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:38,743-Speed 3281.41 samples/sec Loss 0.1183 LearningRate 0.0005 Epoch: 18 Global Step: 311000 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:41,825-Speed 3323.45 samples/sec Loss 0.1285 LearningRate 0.0005 Epoch: 18 Global Step: 311010 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:09:44,902-Speed 3328.80 samples/sec Loss 0.1226 LearningRate 0.0005 Epoch: 18 Global Step: 311020 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:09:48,029-Speed 3275.19 samples/sec Loss 0.1215 LearningRate 0.0005 Epoch: 18 Global Step: 311030 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:09:51,140-Speed 3291.75 samples/sec Loss 0.1273 LearningRate 0.0005 Epoch: 18 Global Step: 311040 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:54,260-Speed 3283.43 samples/sec Loss 0.1315 LearningRate 0.0005 Epoch: 18 Global Step: 311050 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:09:57,368-Speed 3294.80 samples/sec Loss 0.1350 LearningRate 0.0005 Epoch: 18 Global Step: 311060 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:00,468-Speed 3304.85 samples/sec Loss 0.1275 LearningRate 0.0005 Epoch: 18 Global Step: 311070 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:03,555-Speed 3317.20 samples/sec Loss 0.1187 LearningRate 0.0005 Epoch: 18 Global Step: 311080 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:06,651-Speed 3308.44 samples/sec Loss 0.1247 LearningRate 0.0005 Epoch: 18 Global Step: 311090 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:09,719-Speed 3338.56 samples/sec Loss 0.1273 LearningRate 0.0005 Epoch: 18 Global Step: 311100 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:12,789-Speed 3336.66 samples/sec Loss 0.1269 LearningRate 0.0005 Epoch: 18 Global Step: 311110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:15,896-Speed 3296.24 samples/sec Loss 0.1295 LearningRate 0.0005 Epoch: 18 Global Step: 311120 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:18,968-Speed 3334.25 samples/sec Loss 0.1319 LearningRate 0.0005 Epoch: 18 Global Step: 311130 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:22,031-Speed 3343.82 samples/sec Loss 0.1375 LearningRate 0.0005 Epoch: 18 Global Step: 311140 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:25,093-Speed 3344.48 samples/sec Loss 0.1295 LearningRate 0.0005 Epoch: 18 Global Step: 311150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:28,166-Speed 3333.40 samples/sec Loss 0.1188 LearningRate 0.0005 Epoch: 18 Global Step: 311160 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:31,274-Speed 3296.06 samples/sec Loss 0.1203 LearningRate 0.0005 Epoch: 18 Global Step: 311170 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:34,352-Speed 3326.93 samples/sec Loss 0.1241 LearningRate 0.0005 Epoch: 18 Global Step: 311180 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:37,450-Speed 3305.99 samples/sec Loss 0.1273 LearningRate 0.0005 Epoch: 18 Global Step: 311190 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:40,536-Speed 3319.50 samples/sec Loss 0.1165 LearningRate 0.0005 Epoch: 18 Global Step: 311200 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:10:43,605-Speed 3337.28 samples/sec Loss 0.1292 LearningRate 0.0005 Epoch: 18 Global Step: 311210 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:10:46,689-Speed 3321.30 samples/sec Loss 0.1238 LearningRate 0.0005 Epoch: 18 Global Step: 311220 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:10:49,765-Speed 3328.74 samples/sec Loss 0.1215 LearningRate 0.0005 Epoch: 18 Global Step: 311230 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:10:52,914-Speed 3253.94 samples/sec Loss 0.1200 LearningRate 0.0005 Epoch: 18 Global Step: 311240 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:10:56,044-Speed 3271.69 samples/sec Loss 0.1305 LearningRate 0.0005 Epoch: 18 Global Step: 311250 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:10:59,117-Speed 3333.75 samples/sec Loss 0.1181 LearningRate 0.0005 Epoch: 18 Global Step: 311260 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:11:02,195-Speed 3327.09 samples/sec Loss 0.1230 LearningRate 0.0005 Epoch: 18 Global Step: 311270 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:11:05,338-Speed 3258.64 samples/sec Loss 0.1146 LearningRate 0.0005 Epoch: 18 Global Step: 311280 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:11:08,415-Speed 3328.13 samples/sec Loss 0.1177 LearningRate 0.0005 Epoch: 18 Global Step: 311290 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:11:11,503-Speed 3316.75 samples/sec Loss 0.1206 LearningRate 0.0005 Epoch: 18 Global Step: 311300 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:11:14,618-Speed 3288.81 samples/sec Loss 0.1172 LearningRate 0.0005 Epoch: 18 Global Step: 311310 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:17,693-Speed 3330.01 samples/sec Loss 0.1032 LearningRate 0.0005 Epoch: 18 Global Step: 311320 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:20,763-Speed 3337.38 samples/sec Loss 0.1168 LearningRate 0.0005 Epoch: 18 Global Step: 311330 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:23,928-Speed 3236.52 samples/sec Loss 0.1170 LearningRate 0.0005 Epoch: 18 Global Step: 311340 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:27,008-Speed 3324.50 samples/sec Loss 0.1229 LearningRate 0.0005 Epoch: 18 Global Step: 311350 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:30,077-Speed 3337.46 samples/sec Loss 0.1277 LearningRate 0.0005 Epoch: 18 Global Step: 311360 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:33,156-Speed 3327.15 samples/sec Loss 0.1178 LearningRate 0.0005 Epoch: 18 Global Step: 311370 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:36,242-Speed 3318.36 samples/sec Loss 0.1195 LearningRate 0.0005 Epoch: 18 Global Step: 311380 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:39,322-Speed 3325.96 samples/sec Loss 0.1309 LearningRate 0.0005 Epoch: 18 Global Step: 311390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:42,400-Speed 3326.78 samples/sec Loss 0.1397 LearningRate 0.0005 Epoch: 18 Global Step: 311400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:45,525-Speed 3278.44 samples/sec Loss 0.1262 LearningRate 0.0005 Epoch: 18 Global Step: 311410 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:11:48,603-Speed 3327.57 samples/sec Loss 0.1325 LearningRate 0.0005 Epoch: 18 Global Step: 311420 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:11:51,668-Speed 3340.97 samples/sec Loss 0.1231 LearningRate 0.0004 Epoch: 18 Global Step: 311430 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:54,737-Speed 3337.91 samples/sec Loss 0.1201 LearningRate 0.0004 Epoch: 18 Global Step: 311440 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:11:57,810-Speed 3332.89 samples/sec Loss 0.1265 LearningRate 0.0004 Epoch: 18 Global Step: 311450 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:00,879-Speed 3336.94 samples/sec Loss 0.1283 LearningRate 0.0004 Epoch: 18 Global Step: 311460 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:03,962-Speed 3321.85 samples/sec Loss 0.1247 LearningRate 0.0004 Epoch: 18 Global Step: 311470 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:07,040-Speed 3327.99 samples/sec Loss 0.1206 LearningRate 0.0004 Epoch: 18 Global Step: 311480 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:10,119-Speed 3327.18 samples/sec Loss 0.1229 LearningRate 0.0004 Epoch: 18 Global Step: 311490 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:13,221-Speed 3302.12 samples/sec Loss 0.1188 LearningRate 0.0004 Epoch: 18 Global Step: 311500 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:16,337-Speed 3286.34 samples/sec Loss 0.1284 LearningRate 0.0004 Epoch: 18 Global Step: 311510 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:19,414-Speed 3329.18 samples/sec Loss 0.1168 LearningRate 0.0004 Epoch: 18 Global Step: 311520 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:22,493-Speed 3326.87 samples/sec Loss 0.1208 LearningRate 0.0004 Epoch: 18 Global Step: 311530 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:12:25,561-Speed 3337.90 samples/sec Loss 0.1288 LearningRate 0.0004 Epoch: 18 Global Step: 311540 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:28,752-Speed 3209.29 samples/sec Loss 0.1278 LearningRate 0.0004 Epoch: 18 Global Step: 311550 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:31,857-Speed 3298.87 samples/sec Loss 0.1371 LearningRate 0.0004 Epoch: 18 Global Step: 311560 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:35,009-Speed 3249.54 samples/sec Loss 0.1375 LearningRate 0.0004 Epoch: 18 Global Step: 311570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:38,113-Speed 3299.80 samples/sec Loss 0.1299 LearningRate 0.0004 Epoch: 18 Global Step: 311580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:41,181-Speed 3338.86 samples/sec Loss 0.1224 LearningRate 0.0004 Epoch: 18 Global Step: 311590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:44,254-Speed 3333.10 samples/sec Loss 0.1122 LearningRate 0.0004 Epoch: 18 Global Step: 311600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:47,331-Speed 3328.46 samples/sec Loss 0.1111 LearningRate 0.0004 Epoch: 18 Global Step: 311610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:50,395-Speed 3343.17 samples/sec Loss 0.1321 LearningRate 0.0004 Epoch: 18 Global Step: 311620 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:53,488-Speed 3311.53 samples/sec Loss 0.1283 LearningRate 0.0004 Epoch: 18 Global Step: 311630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:12:56,579-Speed 3313.42 samples/sec Loss 0.1221 LearningRate 0.0004 Epoch: 18 Global Step: 311640 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:12:59,700-Speed 3280.99 samples/sec Loss 0.1089 LearningRate 0.0004 Epoch: 18 Global Step: 311650 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:13:02,799-Speed 3305.53 samples/sec Loss 0.1198 LearningRate 0.0004 Epoch: 18 Global Step: 311660 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:13:05,908-Speed 3294.68 samples/sec Loss 0.1230 LearningRate 0.0004 Epoch: 18 Global Step: 311670 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:13:08,971-Speed 3344.46 samples/sec Loss 0.1213 LearningRate 0.0004 Epoch: 18 Global Step: 311680 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:12,041-Speed 3335.46 samples/sec Loss 0.1269 LearningRate 0.0004 Epoch: 18 Global Step: 311690 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:15,106-Speed 3341.88 samples/sec Loss 0.1262 LearningRate 0.0004 Epoch: 18 Global Step: 311700 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:18,226-Speed 3282.84 samples/sec Loss 0.1176 LearningRate 0.0004 Epoch: 18 Global Step: 311710 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:21,303-Speed 3328.48 samples/sec Loss 0.1191 LearningRate 0.0004 Epoch: 18 Global Step: 311720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:24,366-Speed 3344.19 samples/sec Loss 0.1204 LearningRate 0.0004 Epoch: 18 Global Step: 311730 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:27,570-Speed 3196.57 samples/sec Loss 0.1168 LearningRate 0.0004 Epoch: 18 Global Step: 311740 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:30,710-Speed 3262.23 samples/sec Loss 0.1415 LearningRate 0.0004 Epoch: 18 Global Step: 311750 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:33,847-Speed 3264.81 samples/sec Loss 0.1309 LearningRate 0.0004 Epoch: 18 Global Step: 311760 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:36,913-Speed 3340.26 samples/sec Loss 0.1198 LearningRate 0.0004 Epoch: 18 Global Step: 311770 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:40,000-Speed 3318.29 samples/sec Loss 0.1181 LearningRate 0.0004 Epoch: 18 Global Step: 311780 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:13:43,084-Speed 3321.27 samples/sec Loss 0.1156 LearningRate 0.0004 Epoch: 18 Global Step: 311790 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:13:46,140-Speed 3351.31 samples/sec Loss 0.1349 LearningRate 0.0004 Epoch: 18 Global Step: 311800 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:49,206-Speed 3341.01 samples/sec Loss 0.1137 LearningRate 0.0004 Epoch: 18 Global Step: 311810 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:52,274-Speed 3338.41 samples/sec Loss 0.1393 LearningRate 0.0004 Epoch: 18 Global Step: 311820 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:55,348-Speed 3331.80 samples/sec Loss 0.1271 LearningRate 0.0004 Epoch: 18 Global Step: 311830 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:13:58,438-Speed 3314.76 samples/sec Loss 0.1129 LearningRate 0.0004 Epoch: 18 Global Step: 311840 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:01,520-Speed 3323.17 samples/sec Loss 0.1200 LearningRate 0.0004 Epoch: 18 Global Step: 311850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:04,594-Speed 3331.94 samples/sec Loss 0.1238 LearningRate 0.0004 Epoch: 18 Global Step: 311860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:07,689-Speed 3310.01 samples/sec Loss 0.1178 LearningRate 0.0004 Epoch: 18 Global Step: 311870 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:10,763-Speed 3331.69 samples/sec Loss 0.1177 LearningRate 0.0004 Epoch: 18 Global Step: 311880 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:13,829-Speed 3340.11 samples/sec Loss 0.1247 LearningRate 0.0004 Epoch: 18 Global Step: 311890 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:16,906-Speed 3329.07 samples/sec Loss 0.1169 LearningRate 0.0004 Epoch: 18 Global Step: 311900 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:14:19,978-Speed 3333.73 samples/sec Loss 0.1230 LearningRate 0.0004 Epoch: 18 Global Step: 311910 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:23,056-Speed 3327.73 samples/sec Loss 0.1286 LearningRate 0.0004 Epoch: 18 Global Step: 311920 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:26,136-Speed 3325.04 samples/sec Loss 0.1184 LearningRate 0.0004 Epoch: 18 Global Step: 311930 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:29,219-Speed 3322.17 samples/sec Loss 0.1241 LearningRate 0.0004 Epoch: 18 Global Step: 311940 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:32,308-Speed 3316.11 samples/sec Loss 0.1241 LearningRate 0.0004 Epoch: 18 Global Step: 311950 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:35,374-Speed 3341.29 samples/sec Loss 0.1290 LearningRate 0.0004 Epoch: 18 Global Step: 311960 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:14:38,436-Speed 3343.99 samples/sec Loss 0.1276 LearningRate 0.0004 Epoch: 18 Global Step: 311970 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:14:41,501-Speed 3341.53 samples/sec Loss 0.1192 LearningRate 0.0004 Epoch: 18 Global Step: 311980 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:14:44,570-Speed 3337.64 samples/sec Loss 0.1150 LearningRate 0.0004 Epoch: 18 Global Step: 311990 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:14:47,639-Speed 3337.64 samples/sec Loss 0.1200 LearningRate 0.0004 Epoch: 18 Global Step: 312000 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:15:31,203-[lfw][312000]XNorm: 20.808169 Training: 2022-04-12 08:15:31,204-[lfw][312000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 08:15:31,204-[lfw][312000]Accuracy-Highest: 0.99817 Training: 2022-04-12 08:16:21,853-[cfp_fp][312000]XNorm: 22.615881 Training: 2022-04-12 08:16:21,853-[cfp_fp][312000]Accuracy-Flip: 0.99171+-0.00382 Training: 2022-04-12 08:16:21,854-[cfp_fp][312000]Accuracy-Highest: 0.99200 Training: 2022-04-12 08:17:05,602-[agedb_30][312000]XNorm: 22.862102 Training: 2022-04-12 08:17:05,603-[agedb_30][312000]Accuracy-Flip: 0.98633+-0.00562 Training: 2022-04-12 08:17:05,603-[agedb_30][312000]Accuracy-Highest: 0.98650 Training: 2022-04-12 08:17:08,673-Speed 72.61 samples/sec Loss 0.1255 LearningRate 0.0004 Epoch: 18 Global Step: 312010 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:17:11,765-Speed 3312.90 samples/sec Loss 0.1355 LearningRate 0.0004 Epoch: 18 Global Step: 312020 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:17:14,823-Speed 3349.21 samples/sec Loss 0.1204 LearningRate 0.0004 Epoch: 18 Global Step: 312030 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:17:17,913-Speed 3314.97 samples/sec Loss 0.1212 LearningRate 0.0004 Epoch: 18 Global Step: 312040 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:17:20,973-Speed 3346.63 samples/sec Loss 0.1296 LearningRate 0.0004 Epoch: 18 Global Step: 312050 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:17:24,055-Speed 3323.77 samples/sec Loss 0.1234 LearningRate 0.0004 Epoch: 18 Global Step: 312060 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:17:27,259-Speed 3196.69 samples/sec Loss 0.1192 LearningRate 0.0004 Epoch: 18 Global Step: 312070 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:30,394-Speed 3267.26 samples/sec Loss 0.1222 LearningRate 0.0004 Epoch: 18 Global Step: 312080 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:33,457-Speed 3343.40 samples/sec Loss 0.1299 LearningRate 0.0004 Epoch: 18 Global Step: 312090 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:36,522-Speed 3341.55 samples/sec Loss 0.1239 LearningRate 0.0004 Epoch: 18 Global Step: 312100 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:39,633-Speed 3292.48 samples/sec Loss 0.1233 LearningRate 0.0004 Epoch: 18 Global Step: 312110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:42,706-Speed 3333.30 samples/sec Loss 0.1180 LearningRate 0.0004 Epoch: 18 Global Step: 312120 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:45,862-Speed 3245.49 samples/sec Loss 0.1158 LearningRate 0.0004 Epoch: 18 Global Step: 312130 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:48,960-Speed 3305.53 samples/sec Loss 0.1147 LearningRate 0.0004 Epoch: 18 Global Step: 312140 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:52,056-Speed 3308.58 samples/sec Loss 0.1080 LearningRate 0.0004 Epoch: 18 Global Step: 312150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:55,124-Speed 3338.71 samples/sec Loss 0.1329 LearningRate 0.0004 Epoch: 18 Global Step: 312160 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:17:58,183-Speed 3348.44 samples/sec Loss 0.1201 LearningRate 0.0004 Epoch: 18 Global Step: 312170 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:01,259-Speed 3329.26 samples/sec Loss 0.1212 LearningRate 0.0004 Epoch: 18 Global Step: 312180 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:04,322-Speed 3343.89 samples/sec Loss 0.1232 LearningRate 0.0004 Epoch: 18 Global Step: 312190 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:07,392-Speed 3336.65 samples/sec Loss 0.1325 LearningRate 0.0004 Epoch: 18 Global Step: 312200 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:10,540-Speed 3253.57 samples/sec Loss 0.1211 LearningRate 0.0004 Epoch: 18 Global Step: 312210 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:13,673-Speed 3268.83 samples/sec Loss 0.1313 LearningRate 0.0004 Epoch: 18 Global Step: 312220 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:16,819-Speed 3255.31 samples/sec Loss 0.1314 LearningRate 0.0004 Epoch: 18 Global Step: 312230 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:19,942-Speed 3280.61 samples/sec Loss 0.1187 LearningRate 0.0004 Epoch: 18 Global Step: 312240 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:23,092-Speed 3251.03 samples/sec Loss 0.1174 LearningRate 0.0004 Epoch: 18 Global Step: 312250 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:26,160-Speed 3338.37 samples/sec Loss 0.1184 LearningRate 0.0004 Epoch: 18 Global Step: 312260 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:29,225-Speed 3341.97 samples/sec Loss 0.1214 LearningRate 0.0004 Epoch: 18 Global Step: 312270 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:18:32,358-Speed 3269.28 samples/sec Loss 0.1254 LearningRate 0.0004 Epoch: 18 Global Step: 312280 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:35,498-Speed 3261.39 samples/sec Loss 0.1098 LearningRate 0.0004 Epoch: 18 Global Step: 312290 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:38,756-Speed 3144.45 samples/sec Loss 0.1199 LearningRate 0.0004 Epoch: 18 Global Step: 312300 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:41,832-Speed 3329.36 samples/sec Loss 0.1215 LearningRate 0.0004 Epoch: 18 Global Step: 312310 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:44,898-Speed 3340.83 samples/sec Loss 0.1258 LearningRate 0.0004 Epoch: 18 Global Step: 312320 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:47,967-Speed 3338.19 samples/sec Loss 0.1159 LearningRate 0.0004 Epoch: 18 Global Step: 312330 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:18:51,020-Speed 3354.35 samples/sec Loss 0.1363 LearningRate 0.0004 Epoch: 18 Global Step: 312340 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:18:54,117-Speed 3306.61 samples/sec Loss 0.1259 LearningRate 0.0004 Epoch: 18 Global Step: 312350 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:18:57,333-Speed 3184.79 samples/sec Loss 0.1273 LearningRate 0.0004 Epoch: 18 Global Step: 312360 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:00,437-Speed 3300.46 samples/sec Loss 0.1274 LearningRate 0.0004 Epoch: 18 Global Step: 312370 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:03,571-Speed 3268.24 samples/sec Loss 0.1218 LearningRate 0.0004 Epoch: 18 Global Step: 312380 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:06,649-Speed 3327.56 samples/sec Loss 0.1177 LearningRate 0.0004 Epoch: 18 Global Step: 312390 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:09,711-Speed 3344.42 samples/sec Loss 0.1268 LearningRate 0.0004 Epoch: 18 Global Step: 312400 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:12,780-Speed 3337.79 samples/sec Loss 0.1177 LearningRate 0.0004 Epoch: 18 Global Step: 312410 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:15,879-Speed 3304.93 samples/sec Loss 0.1263 LearningRate 0.0004 Epoch: 18 Global Step: 312420 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:18,942-Speed 3344.73 samples/sec Loss 0.1208 LearningRate 0.0004 Epoch: 18 Global Step: 312430 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:22,004-Speed 3344.29 samples/sec Loss 0.1228 LearningRate 0.0004 Epoch: 18 Global Step: 312440 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:19:25,076-Speed 3334.18 samples/sec Loss 0.1305 LearningRate 0.0004 Epoch: 18 Global Step: 312450 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:19:28,175-Speed 3304.83 samples/sec Loss 0.1182 LearningRate 0.0004 Epoch: 18 Global Step: 312460 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:19:31,241-Speed 3340.74 samples/sec Loss 0.1287 LearningRate 0.0004 Epoch: 18 Global Step: 312470 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:19:34,316-Speed 3331.06 samples/sec Loss 0.1315 LearningRate 0.0004 Epoch: 18 Global Step: 312480 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:37,424-Speed 3295.22 samples/sec Loss 0.1222 LearningRate 0.0004 Epoch: 18 Global Step: 312490 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:40,574-Speed 3251.03 samples/sec Loss 0.1212 LearningRate 0.0004 Epoch: 18 Global Step: 312500 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:43,639-Speed 3342.88 samples/sec Loss 0.1228 LearningRate 0.0004 Epoch: 18 Global Step: 312510 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:46,776-Speed 3264.88 samples/sec Loss 0.1240 LearningRate 0.0004 Epoch: 18 Global Step: 312520 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:49,887-Speed 3291.56 samples/sec Loss 0.1159 LearningRate 0.0004 Epoch: 18 Global Step: 312530 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:52,971-Speed 3320.97 samples/sec Loss 0.1296 LearningRate 0.0004 Epoch: 18 Global Step: 312540 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:56,047-Speed 3329.99 samples/sec Loss 0.1294 LearningRate 0.0004 Epoch: 18 Global Step: 312550 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:19:59,135-Speed 3328.26 samples/sec Loss 0.1201 LearningRate 0.0004 Epoch: 18 Global Step: 312560 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:20:02,243-Speed 3295.73 samples/sec Loss 0.1230 LearningRate 0.0004 Epoch: 18 Global Step: 312570 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:20:05,315-Speed 3333.48 samples/sec Loss 0.1244 LearningRate 0.0004 Epoch: 18 Global Step: 312580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:08,398-Speed 3323.11 samples/sec Loss 0.1228 LearningRate 0.0004 Epoch: 18 Global Step: 312590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:11,520-Speed 3279.80 samples/sec Loss 0.1218 LearningRate 0.0004 Epoch: 18 Global Step: 312600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:14,701-Speed 3220.73 samples/sec Loss 0.1230 LearningRate 0.0004 Epoch: 18 Global Step: 312610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:17,872-Speed 3229.08 samples/sec Loss 0.1121 LearningRate 0.0004 Epoch: 18 Global Step: 312620 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:20,993-Speed 3282.13 samples/sec Loss 0.1266 LearningRate 0.0004 Epoch: 18 Global Step: 312630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:24,076-Speed 3321.77 samples/sec Loss 0.1187 LearningRate 0.0004 Epoch: 18 Global Step: 312640 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:27,139-Speed 3344.18 samples/sec Loss 0.1114 LearningRate 0.0004 Epoch: 18 Global Step: 312650 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:30,253-Speed 3289.38 samples/sec Loss 0.1261 LearningRate 0.0004 Epoch: 18 Global Step: 312660 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:33,317-Speed 3343.49 samples/sec Loss 0.1131 LearningRate 0.0004 Epoch: 18 Global Step: 312670 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:36,394-Speed 3328.65 samples/sec Loss 0.1222 LearningRate 0.0004 Epoch: 18 Global Step: 312680 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:39,461-Speed 3338.91 samples/sec Loss 0.1246 LearningRate 0.0004 Epoch: 18 Global Step: 312690 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:42,531-Speed 3336.97 samples/sec Loss 0.1164 LearningRate 0.0004 Epoch: 18 Global Step: 312700 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:45,635-Speed 3299.33 samples/sec Loss 0.1312 LearningRate 0.0004 Epoch: 18 Global Step: 312710 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:48,724-Speed 3316.55 samples/sec Loss 0.1314 LearningRate 0.0004 Epoch: 18 Global Step: 312720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:51,819-Speed 3308.73 samples/sec Loss 0.1233 LearningRate 0.0004 Epoch: 18 Global Step: 312730 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:54,890-Speed 3334.74 samples/sec Loss 0.1220 LearningRate 0.0004 Epoch: 18 Global Step: 312740 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:20:58,047-Speed 3244.46 samples/sec Loss 0.1263 LearningRate 0.0004 Epoch: 18 Global Step: 312750 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:01,122-Speed 3331.78 samples/sec Loss 0.1281 LearningRate 0.0004 Epoch: 18 Global Step: 312760 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:04,203-Speed 3324.47 samples/sec Loss 0.1189 LearningRate 0.0004 Epoch: 18 Global Step: 312770 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:07,258-Speed 3351.66 samples/sec Loss 0.1244 LearningRate 0.0004 Epoch: 18 Global Step: 312780 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:10,324-Speed 3340.63 samples/sec Loss 0.1303 LearningRate 0.0004 Epoch: 18 Global Step: 312790 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:13,392-Speed 3338.48 samples/sec Loss 0.1171 LearningRate 0.0004 Epoch: 18 Global Step: 312800 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:16,499-Speed 3297.34 samples/sec Loss 0.1332 LearningRate 0.0004 Epoch: 18 Global Step: 312810 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:19,598-Speed 3305.27 samples/sec Loss 0.1320 LearningRate 0.0004 Epoch: 18 Global Step: 312820 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:22,705-Speed 3295.56 samples/sec Loss 0.1315 LearningRate 0.0004 Epoch: 18 Global Step: 312830 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:25,816-Speed 3293.81 samples/sec Loss 0.1111 LearningRate 0.0004 Epoch: 18 Global Step: 312840 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:28,997-Speed 3219.64 samples/sec Loss 0.1206 LearningRate 0.0004 Epoch: 18 Global Step: 312850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:32,068-Speed 3335.36 samples/sec Loss 0.1166 LearningRate 0.0004 Epoch: 18 Global Step: 312860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:35,136-Speed 3338.55 samples/sec Loss 0.1216 LearningRate 0.0004 Epoch: 18 Global Step: 312870 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:38,200-Speed 3342.50 samples/sec Loss 0.1184 LearningRate 0.0004 Epoch: 18 Global Step: 312880 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:21:41,271-Speed 3335.39 samples/sec Loss 0.1166 LearningRate 0.0004 Epoch: 18 Global Step: 312890 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:21:44,325-Speed 3352.74 samples/sec Loss 0.1231 LearningRate 0.0004 Epoch: 18 Global Step: 312900 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:47,415-Speed 3314.74 samples/sec Loss 0.1239 LearningRate 0.0004 Epoch: 18 Global Step: 312910 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:50,482-Speed 3340.25 samples/sec Loss 0.1270 LearningRate 0.0004 Epoch: 18 Global Step: 312920 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:53,555-Speed 3332.68 samples/sec Loss 0.1275 LearningRate 0.0004 Epoch: 18 Global Step: 312930 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:56,686-Speed 3272.14 samples/sec Loss 0.1260 LearningRate 0.0004 Epoch: 18 Global Step: 312940 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:21:59,891-Speed 3194.88 samples/sec Loss 0.1261 LearningRate 0.0004 Epoch: 18 Global Step: 312950 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:02,987-Speed 3308.87 samples/sec Loss 0.1218 LearningRate 0.0004 Epoch: 18 Global Step: 312960 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:06,057-Speed 3336.25 samples/sec Loss 0.1326 LearningRate 0.0004 Epoch: 18 Global Step: 312970 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:09,162-Speed 3297.86 samples/sec Loss 0.1219 LearningRate 0.0004 Epoch: 18 Global Step: 312980 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:12,235-Speed 3333.81 samples/sec Loss 0.1259 LearningRate 0.0004 Epoch: 18 Global Step: 312990 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:15,386-Speed 3250.12 samples/sec Loss 0.1301 LearningRate 0.0004 Epoch: 18 Global Step: 313000 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:22:18,460-Speed 3332.01 samples/sec Loss 0.1220 LearningRate 0.0004 Epoch: 18 Global Step: 313010 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:22:21,515-Speed 3352.54 samples/sec Loss 0.1232 LearningRate 0.0004 Epoch: 18 Global Step: 313020 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:24,592-Speed 3328.53 samples/sec Loss 0.1235 LearningRate 0.0004 Epoch: 18 Global Step: 313030 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:27,657-Speed 3342.53 samples/sec Loss 0.1264 LearningRate 0.0004 Epoch: 18 Global Step: 313040 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:30,741-Speed 3320.49 samples/sec Loss 0.1246 LearningRate 0.0004 Epoch: 18 Global Step: 313050 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:33,806-Speed 3342.10 samples/sec Loss 0.1201 LearningRate 0.0004 Epoch: 18 Global Step: 313060 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:36,879-Speed 3333.05 samples/sec Loss 0.1108 LearningRate 0.0004 Epoch: 18 Global Step: 313070 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:39,953-Speed 3331.46 samples/sec Loss 0.1220 LearningRate 0.0004 Epoch: 18 Global Step: 313080 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:43,034-Speed 3324.66 samples/sec Loss 0.1292 LearningRate 0.0004 Epoch: 18 Global Step: 313090 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:46,128-Speed 3310.43 samples/sec Loss 0.1252 LearningRate 0.0004 Epoch: 18 Global Step: 313100 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:49,231-Speed 3300.92 samples/sec Loss 0.1179 LearningRate 0.0004 Epoch: 18 Global Step: 313110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:52,307-Speed 3330.12 samples/sec Loss 0.1383 LearningRate 0.0004 Epoch: 18 Global Step: 313120 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:55,467-Speed 3240.24 samples/sec Loss 0.1166 LearningRate 0.0004 Epoch: 18 Global Step: 313130 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:22:58,567-Speed 3304.26 samples/sec Loss 0.1105 LearningRate 0.0004 Epoch: 18 Global Step: 313140 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:01,660-Speed 3311.91 samples/sec Loss 0.1259 LearningRate 0.0004 Epoch: 18 Global Step: 313150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:04,802-Speed 3259.38 samples/sec Loss 0.1248 LearningRate 0.0004 Epoch: 18 Global Step: 313160 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:08,011-Speed 3191.90 samples/sec Loss 0.1140 LearningRate 0.0004 Epoch: 18 Global Step: 313170 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:11,086-Speed 3330.48 samples/sec Loss 0.1131 LearningRate 0.0004 Epoch: 18 Global Step: 313180 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:14,158-Speed 3334.21 samples/sec Loss 0.1199 LearningRate 0.0004 Epoch: 18 Global Step: 313190 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:17,313-Speed 3246.29 samples/sec Loss 0.1219 LearningRate 0.0004 Epoch: 18 Global Step: 313200 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:20,412-Speed 3305.20 samples/sec Loss 0.1132 LearningRate 0.0004 Epoch: 18 Global Step: 313210 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:23,571-Speed 3242.14 samples/sec Loss 0.1197 LearningRate 0.0004 Epoch: 18 Global Step: 313220 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:23:26,659-Speed 3317.36 samples/sec Loss 0.1259 LearningRate 0.0004 Epoch: 18 Global Step: 313230 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:23:29,851-Speed 3208.69 samples/sec Loss 0.1234 LearningRate 0.0004 Epoch: 18 Global Step: 313240 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:23:33,023-Speed 3229.08 samples/sec Loss 0.1328 LearningRate 0.0004 Epoch: 18 Global Step: 313250 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:36,235-Speed 3188.69 samples/sec Loss 0.1286 LearningRate 0.0004 Epoch: 18 Global Step: 313260 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:39,411-Speed 3225.10 samples/sec Loss 0.1112 LearningRate 0.0004 Epoch: 18 Global Step: 313270 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:42,479-Speed 3338.14 samples/sec Loss 0.1273 LearningRate 0.0004 Epoch: 18 Global Step: 313280 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:23:45,544-Speed 3341.95 samples/sec Loss 0.1271 LearningRate 0.0004 Epoch: 18 Global Step: 313290 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:23:48,649-Speed 3298.71 samples/sec Loss 0.1236 LearningRate 0.0004 Epoch: 18 Global Step: 313300 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:23:51,722-Speed 3332.47 samples/sec Loss 0.1302 LearningRate 0.0004 Epoch: 18 Global Step: 313310 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:23:54,791-Speed 3337.63 samples/sec Loss 0.1164 LearningRate 0.0004 Epoch: 18 Global Step: 313320 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:23:57,963-Speed 3228.67 samples/sec Loss 0.1199 LearningRate 0.0004 Epoch: 18 Global Step: 313330 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:24:01,058-Speed 3309.40 samples/sec Loss 0.1302 LearningRate 0.0004 Epoch: 18 Global Step: 313340 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:24:04,142-Speed 3321.64 samples/sec Loss 0.1249 LearningRate 0.0004 Epoch: 18 Global Step: 313350 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:24:07,213-Speed 3335.19 samples/sec Loss 0.1295 LearningRate 0.0004 Epoch: 18 Global Step: 313360 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:24:10,289-Speed 3329.68 samples/sec Loss 0.1172 LearningRate 0.0004 Epoch: 18 Global Step: 313370 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:24:13,390-Speed 3303.35 samples/sec Loss 0.1222 LearningRate 0.0004 Epoch: 18 Global Step: 313380 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:24:16,462-Speed 3333.61 samples/sec Loss 0.1187 LearningRate 0.0004 Epoch: 18 Global Step: 313390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:19,541-Speed 3326.12 samples/sec Loss 0.1177 LearningRate 0.0004 Epoch: 18 Global Step: 313400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:22,608-Speed 3339.83 samples/sec Loss 0.1282 LearningRate 0.0004 Epoch: 18 Global Step: 313410 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:25,678-Speed 3336.21 samples/sec Loss 0.1245 LearningRate 0.0004 Epoch: 18 Global Step: 313420 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:28,764-Speed 3319.63 samples/sec Loss 0.1140 LearningRate 0.0004 Epoch: 18 Global Step: 313430 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:31,834-Speed 3335.83 samples/sec Loss 0.1166 LearningRate 0.0004 Epoch: 18 Global Step: 313440 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:34,897-Speed 3343.88 samples/sec Loss 0.1275 LearningRate 0.0004 Epoch: 18 Global Step: 313450 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:37,970-Speed 3333.67 samples/sec Loss 0.1233 LearningRate 0.0004 Epoch: 18 Global Step: 313460 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:41,037-Speed 3339.13 samples/sec Loss 0.1233 LearningRate 0.0004 Epoch: 18 Global Step: 313470 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:44,158-Speed 3281.95 samples/sec Loss 0.1222 LearningRate 0.0004 Epoch: 18 Global Step: 313480 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:47,239-Speed 3323.87 samples/sec Loss 0.1204 LearningRate 0.0004 Epoch: 18 Global Step: 313490 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:24:50,317-Speed 3327.66 samples/sec Loss 0.1180 LearningRate 0.0004 Epoch: 18 Global Step: 313500 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:53,387-Speed 3336.91 samples/sec Loss 0.1180 LearningRate 0.0004 Epoch: 18 Global Step: 313510 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:56,463-Speed 3329.16 samples/sec Loss 0.1160 LearningRate 0.0004 Epoch: 18 Global Step: 313520 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:24:59,538-Speed 3331.62 samples/sec Loss 0.1166 LearningRate 0.0004 Epoch: 18 Global Step: 313530 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:25:02,622-Speed 3320.48 samples/sec Loss 0.1259 LearningRate 0.0004 Epoch: 18 Global Step: 313540 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:25:05,690-Speed 3338.21 samples/sec Loss 0.1164 LearningRate 0.0004 Epoch: 18 Global Step: 313550 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:25:08,758-Speed 3339.10 samples/sec Loss 0.1352 LearningRate 0.0004 Epoch: 18 Global Step: 313560 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:25:11,946-Speed 3212.17 samples/sec Loss 0.1261 LearningRate 0.0004 Epoch: 18 Global Step: 313570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:25:15,075-Speed 3273.73 samples/sec Loss 0.1313 LearningRate 0.0004 Epoch: 18 Global Step: 313580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:25:18,193-Speed 3285.16 samples/sec Loss 0.1380 LearningRate 0.0004 Epoch: 18 Global Step: 313590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:25:21,365-Speed 3228.44 samples/sec Loss 0.1202 LearningRate 0.0004 Epoch: 18 Global Step: 313600 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:24,461-Speed 3308.67 samples/sec Loss 0.1263 LearningRate 0.0004 Epoch: 18 Global Step: 313610 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:27,570-Speed 3294.31 samples/sec Loss 0.1179 LearningRate 0.0004 Epoch: 18 Global Step: 313620 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:30,661-Speed 3313.54 samples/sec Loss 0.1334 LearningRate 0.0004 Epoch: 18 Global Step: 313630 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:33,749-Speed 3317.30 samples/sec Loss 0.1292 LearningRate 0.0004 Epoch: 18 Global Step: 313640 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:36,838-Speed 3315.40 samples/sec Loss 0.1150 LearningRate 0.0004 Epoch: 18 Global Step: 313650 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:39,939-Speed 3302.53 samples/sec Loss 0.1308 LearningRate 0.0004 Epoch: 18 Global Step: 313660 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:43,010-Speed 3335.03 samples/sec Loss 0.1245 LearningRate 0.0004 Epoch: 18 Global Step: 313670 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:46,106-Speed 3308.35 samples/sec Loss 0.1275 LearningRate 0.0004 Epoch: 18 Global Step: 313680 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:49,189-Speed 3322.43 samples/sec Loss 0.1149 LearningRate 0.0004 Epoch: 18 Global Step: 313690 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:52,258-Speed 3337.76 samples/sec Loss 0.1231 LearningRate 0.0004 Epoch: 18 Global Step: 313700 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:55,332-Speed 3332.06 samples/sec Loss 0.1188 LearningRate 0.0004 Epoch: 18 Global Step: 313710 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:25:58,432-Speed 3303.82 samples/sec Loss 0.1300 LearningRate 0.0004 Epoch: 18 Global Step: 313720 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:01,552-Speed 3282.36 samples/sec Loss 0.1157 LearningRate 0.0004 Epoch: 18 Global Step: 313730 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:04,684-Speed 3270.72 samples/sec Loss 0.1197 LearningRate 0.0004 Epoch: 18 Global Step: 313740 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:07,795-Speed 3292.06 samples/sec Loss 0.1242 LearningRate 0.0004 Epoch: 18 Global Step: 313750 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:10,864-Speed 3337.78 samples/sec Loss 0.1228 LearningRate 0.0004 Epoch: 18 Global Step: 313760 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:13,960-Speed 3308.12 samples/sec Loss 0.1226 LearningRate 0.0004 Epoch: 18 Global Step: 313770 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:17,109-Speed 3251.91 samples/sec Loss 0.1241 LearningRate 0.0004 Epoch: 18 Global Step: 313780 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:20,194-Speed 3321.36 samples/sec Loss 0.1173 LearningRate 0.0004 Epoch: 18 Global Step: 313790 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:26:23,341-Speed 3253.99 samples/sec Loss 0.1153 LearningRate 0.0004 Epoch: 18 Global Step: 313800 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:26,435-Speed 3310.53 samples/sec Loss 0.1285 LearningRate 0.0004 Epoch: 18 Global Step: 313810 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:29,534-Speed 3304.83 samples/sec Loss 0.1213 LearningRate 0.0004 Epoch: 18 Global Step: 313820 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:32,597-Speed 3343.72 samples/sec Loss 0.1231 LearningRate 0.0004 Epoch: 18 Global Step: 313830 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:35,685-Speed 3317.71 samples/sec Loss 0.1348 LearningRate 0.0004 Epoch: 18 Global Step: 313840 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:38,750-Speed 3341.72 samples/sec Loss 0.1151 LearningRate 0.0004 Epoch: 18 Global Step: 313850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:41,840-Speed 3314.63 samples/sec Loss 0.1357 LearningRate 0.0004 Epoch: 18 Global Step: 313860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:44,903-Speed 3342.75 samples/sec Loss 0.1210 LearningRate 0.0004 Epoch: 18 Global Step: 313870 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:47,987-Speed 3322.01 samples/sec Loss 0.1273 LearningRate 0.0004 Epoch: 18 Global Step: 313880 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:51,077-Speed 3315.18 samples/sec Loss 0.1272 LearningRate 0.0004 Epoch: 18 Global Step: 313890 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:26:54,258-Speed 3219.21 samples/sec Loss 0.1187 LearningRate 0.0004 Epoch: 18 Global Step: 313900 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:26:57,432-Speed 3227.43 samples/sec Loss 0.1259 LearningRate 0.0004 Epoch: 18 Global Step: 313910 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:27:00,643-Speed 3189.42 samples/sec Loss 0.1173 LearningRate 0.0004 Epoch: 18 Global Step: 313920 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:27:03,781-Speed 3263.54 samples/sec Loss 0.1135 LearningRate 0.0004 Epoch: 18 Global Step: 313930 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:27:06,842-Speed 3346.96 samples/sec Loss 0.1355 LearningRate 0.0004 Epoch: 18 Global Step: 313940 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:27:09,911-Speed 3337.21 samples/sec Loss 0.1141 LearningRate 0.0004 Epoch: 18 Global Step: 313950 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:27:12,997-Speed 3319.01 samples/sec Loss 0.1283 LearningRate 0.0004 Epoch: 18 Global Step: 313960 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:27:16,071-Speed 3332.71 samples/sec Loss 0.1161 LearningRate 0.0004 Epoch: 18 Global Step: 313970 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:27:19,135-Speed 3342.11 samples/sec Loss 0.1257 LearningRate 0.0004 Epoch: 18 Global Step: 313980 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:27:22,215-Speed 3326.14 samples/sec Loss 0.1312 LearningRate 0.0004 Epoch: 18 Global Step: 313990 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:27:25,289-Speed 3332.07 samples/sec Loss 0.1275 LearningRate 0.0004 Epoch: 18 Global Step: 314000 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:28:09,470-[lfw][314000]XNorm: 20.510956 Training: 2022-04-12 08:28:09,471-[lfw][314000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 08:28:09,471-[lfw][314000]Accuracy-Highest: 0.99817 Training: 2022-04-12 08:29:00,618-[cfp_fp][314000]XNorm: 22.500072 Training: 2022-04-12 08:29:00,619-[cfp_fp][314000]Accuracy-Flip: 0.99171+-0.00355 Training: 2022-04-12 08:29:00,619-[cfp_fp][314000]Accuracy-Highest: 0.99200 Training: 2022-04-12 08:29:44,690-[agedb_30][314000]XNorm: 22.635913 Training: 2022-04-12 08:29:44,691-[agedb_30][314000]Accuracy-Flip: 0.98500+-0.00645 Training: 2022-04-12 08:29:44,691-[agedb_30][314000]Accuracy-Highest: 0.98650 Training: 2022-04-12 08:29:47,761-Speed 71.87 samples/sec Loss 0.1225 LearningRate 0.0004 Epoch: 18 Global Step: 314010 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:29:50,822-Speed 3346.15 samples/sec Loss 0.1187 LearningRate 0.0004 Epoch: 18 Global Step: 314020 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:29:53,875-Speed 3354.41 samples/sec Loss 0.1231 LearningRate 0.0004 Epoch: 18 Global Step: 314030 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:29:56,935-Speed 3347.27 samples/sec Loss 0.1212 LearningRate 0.0004 Epoch: 18 Global Step: 314040 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:29:59,995-Speed 3347.10 samples/sec Loss 0.1251 LearningRate 0.0004 Epoch: 18 Global Step: 314050 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:30:03,110-Speed 3288.02 samples/sec Loss 0.1338 LearningRate 0.0004 Epoch: 18 Global Step: 314060 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:30:06,173-Speed 3343.32 samples/sec Loss 0.1286 LearningRate 0.0004 Epoch: 18 Global Step: 314070 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:09,297-Speed 3279.32 samples/sec Loss 0.1324 LearningRate 0.0003 Epoch: 18 Global Step: 314080 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:12,442-Speed 3256.01 samples/sec Loss 0.1168 LearningRate 0.0003 Epoch: 18 Global Step: 314090 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:15,604-Speed 3240.19 samples/sec Loss 0.1211 LearningRate 0.0003 Epoch: 18 Global Step: 314100 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:18,664-Speed 3346.76 samples/sec Loss 0.1149 LearningRate 0.0003 Epoch: 18 Global Step: 314110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:21,723-Speed 3347.73 samples/sec Loss 0.1295 LearningRate 0.0003 Epoch: 18 Global Step: 314120 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:24,783-Speed 3347.16 samples/sec Loss 0.1293 LearningRate 0.0003 Epoch: 18 Global Step: 314130 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:27,923-Speed 3262.37 samples/sec Loss 0.1285 LearningRate 0.0003 Epoch: 18 Global Step: 314140 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:31,044-Speed 3281.64 samples/sec Loss 0.1317 LearningRate 0.0003 Epoch: 18 Global Step: 314150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:30:34,170-Speed 3276.65 samples/sec Loss 0.1536 LearningRate 0.0003 Epoch: 18 Global Step: 314160 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:37,248-Speed 3327.44 samples/sec Loss 0.1280 LearningRate 0.0003 Epoch: 18 Global Step: 314170 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:40,318-Speed 3336.18 samples/sec Loss 0.1187 LearningRate 0.0003 Epoch: 18 Global Step: 314180 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:43,407-Speed 3316.35 samples/sec Loss 0.1271 LearningRate 0.0003 Epoch: 18 Global Step: 314190 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:46,472-Speed 3341.43 samples/sec Loss 0.1155 LearningRate 0.0003 Epoch: 18 Global Step: 314200 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:49,542-Speed 3336.49 samples/sec Loss 0.1329 LearningRate 0.0003 Epoch: 18 Global Step: 314210 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:52,610-Speed 3337.95 samples/sec Loss 0.1427 LearningRate 0.0003 Epoch: 18 Global Step: 314220 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:55,678-Speed 3338.02 samples/sec Loss 0.1231 LearningRate 0.0003 Epoch: 18 Global Step: 314230 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:30:58,746-Speed 3338.52 samples/sec Loss 0.1218 LearningRate 0.0003 Epoch: 18 Global Step: 314240 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:01,846-Speed 3304.01 samples/sec Loss 0.1180 LearningRate 0.0003 Epoch: 18 Global Step: 314250 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:04,930-Speed 3321.45 samples/sec Loss 0.1292 LearningRate 0.0003 Epoch: 18 Global Step: 314260 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:31:08,005-Speed 3331.67 samples/sec Loss 0.1216 LearningRate 0.0003 Epoch: 18 Global Step: 314270 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:31:11,082-Speed 3328.60 samples/sec Loss 0.1177 LearningRate 0.0003 Epoch: 18 Global Step: 314280 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:31:14,150-Speed 3337.84 samples/sec Loss 0.1215 LearningRate 0.0003 Epoch: 18 Global Step: 314290 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:31:17,217-Speed 3339.67 samples/sec Loss 0.1203 LearningRate 0.0003 Epoch: 18 Global Step: 314300 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:31:20,377-Speed 3240.96 samples/sec Loss 0.1198 LearningRate 0.0003 Epoch: 18 Global Step: 314310 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:31:23,437-Speed 3347.58 samples/sec Loss 0.1267 LearningRate 0.0003 Epoch: 18 Global Step: 314320 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:26,519-Speed 3322.66 samples/sec Loss 0.1245 LearningRate 0.0003 Epoch: 18 Global Step: 314330 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:29,616-Speed 3307.40 samples/sec Loss 0.1334 LearningRate 0.0003 Epoch: 18 Global Step: 314340 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:32,733-Speed 3286.78 samples/sec Loss 0.1259 LearningRate 0.0003 Epoch: 18 Global Step: 314350 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:35,842-Speed 3294.71 samples/sec Loss 0.1321 LearningRate 0.0003 Epoch: 18 Global Step: 314360 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:38,974-Speed 3269.65 samples/sec Loss 0.1169 LearningRate 0.0003 Epoch: 18 Global Step: 314370 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:42,124-Speed 3251.61 samples/sec Loss 0.1163 LearningRate 0.0003 Epoch: 18 Global Step: 314380 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:45,243-Speed 3283.68 samples/sec Loss 0.1221 LearningRate 0.0003 Epoch: 18 Global Step: 314390 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:48,340-Speed 3307.12 samples/sec Loss 0.1169 LearningRate 0.0003 Epoch: 18 Global Step: 314400 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:51,463-Speed 3280.31 samples/sec Loss 0.1254 LearningRate 0.0003 Epoch: 18 Global Step: 314410 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:31:54,587-Speed 3278.15 samples/sec Loss 0.1258 LearningRate 0.0003 Epoch: 18 Global Step: 314420 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:31:57,721-Speed 3268.88 samples/sec Loss 0.1228 LearningRate 0.0003 Epoch: 18 Global Step: 314430 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:00,962-Speed 3159.69 samples/sec Loss 0.1226 LearningRate 0.0003 Epoch: 18 Global Step: 314440 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:04,099-Speed 3265.63 samples/sec Loss 0.1257 LearningRate 0.0003 Epoch: 18 Global Step: 314450 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:07,216-Speed 3284.93 samples/sec Loss 0.1164 LearningRate 0.0003 Epoch: 18 Global Step: 314460 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:10,285-Speed 3337.59 samples/sec Loss 0.1195 LearningRate 0.0003 Epoch: 18 Global Step: 314470 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:13,372-Speed 3317.72 samples/sec Loss 0.1270 LearningRate 0.0003 Epoch: 18 Global Step: 314480 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:16,440-Speed 3338.47 samples/sec Loss 0.1295 LearningRate 0.0003 Epoch: 18 Global Step: 314490 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:19,508-Speed 3338.18 samples/sec Loss 0.1245 LearningRate 0.0003 Epoch: 18 Global Step: 314500 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:22,593-Speed 3320.96 samples/sec Loss 0.1280 LearningRate 0.0003 Epoch: 18 Global Step: 314510 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:25,666-Speed 3333.24 samples/sec Loss 0.1248 LearningRate 0.0003 Epoch: 18 Global Step: 314520 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:32:28,764-Speed 3306.07 samples/sec Loss 0.1214 LearningRate 0.0003 Epoch: 18 Global Step: 314530 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:32:31,920-Speed 3245.30 samples/sec Loss 0.1288 LearningRate 0.0003 Epoch: 18 Global Step: 314540 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:32:35,038-Speed 3285.63 samples/sec Loss 0.1248 LearningRate 0.0003 Epoch: 18 Global Step: 314550 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:38,147-Speed 3293.81 samples/sec Loss 0.1324 LearningRate 0.0003 Epoch: 18 Global Step: 314560 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:41,234-Speed 3318.37 samples/sec Loss 0.1322 LearningRate 0.0003 Epoch: 18 Global Step: 314570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:44,404-Speed 3230.41 samples/sec Loss 0.1237 LearningRate 0.0003 Epoch: 18 Global Step: 314580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:47,523-Speed 3284.68 samples/sec Loss 0.1188 LearningRate 0.0003 Epoch: 18 Global Step: 314590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:50,593-Speed 3335.66 samples/sec Loss 0.1290 LearningRate 0.0003 Epoch: 18 Global Step: 314600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:53,659-Speed 3341.31 samples/sec Loss 0.1074 LearningRate 0.0003 Epoch: 18 Global Step: 314610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:56,743-Speed 3320.34 samples/sec Loss 0.1216 LearningRate 0.0003 Epoch: 18 Global Step: 314620 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:32:59,858-Speed 3288.61 samples/sec Loss 0.1127 LearningRate 0.0003 Epoch: 18 Global Step: 314630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:02,999-Speed 3260.95 samples/sec Loss 0.1256 LearningRate 0.0003 Epoch: 18 Global Step: 314640 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:06,120-Speed 3281.37 samples/sec Loss 0.1141 LearningRate 0.0003 Epoch: 18 Global Step: 314650 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:33:09,253-Speed 3268.82 samples/sec Loss 0.1181 LearningRate 0.0003 Epoch: 18 Global Step: 314660 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:33:12,350-Speed 3307.42 samples/sec Loss 0.1259 LearningRate 0.0003 Epoch: 18 Global Step: 314670 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:15,448-Speed 3306.16 samples/sec Loss 0.1254 LearningRate 0.0003 Epoch: 18 Global Step: 314680 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:18,518-Speed 3336.30 samples/sec Loss 0.1343 LearningRate 0.0003 Epoch: 18 Global Step: 314690 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:21,741-Speed 3178.22 samples/sec Loss 0.1091 LearningRate 0.0003 Epoch: 18 Global Step: 314700 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:24,825-Speed 3320.90 samples/sec Loss 0.1253 LearningRate 0.0003 Epoch: 18 Global Step: 314710 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:27,910-Speed 3320.75 samples/sec Loss 0.1350 LearningRate 0.0003 Epoch: 18 Global Step: 314720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:30,988-Speed 3326.76 samples/sec Loss 0.1253 LearningRate 0.0003 Epoch: 18 Global Step: 314730 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:34,049-Speed 3346.85 samples/sec Loss 0.1273 LearningRate 0.0003 Epoch: 18 Global Step: 314740 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:33:37,111-Speed 3344.06 samples/sec Loss 0.1221 LearningRate 0.0003 Epoch: 18 Global Step: 314750 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:33:40,186-Speed 3331.82 samples/sec Loss 0.1172 LearningRate 0.0003 Epoch: 18 Global Step: 314760 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:33:43,249-Speed 3343.44 samples/sec Loss 0.1248 LearningRate 0.0003 Epoch: 18 Global Step: 314770 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:33:46,335-Speed 3319.43 samples/sec Loss 0.1256 LearningRate 0.0003 Epoch: 18 Global Step: 314780 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:33:49,415-Speed 3324.57 samples/sec Loss 0.1162 LearningRate 0.0003 Epoch: 18 Global Step: 314790 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:33:52,498-Speed 3322.32 samples/sec Loss 0.1294 LearningRate 0.0003 Epoch: 18 Global Step: 314800 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:33:55,637-Speed 3263.74 samples/sec Loss 0.1281 LearningRate 0.0003 Epoch: 18 Global Step: 314810 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:33:58,753-Speed 3286.21 samples/sec Loss 0.1354 LearningRate 0.0003 Epoch: 18 Global Step: 314820 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:01,918-Speed 3236.02 samples/sec Loss 0.1220 LearningRate 0.0003 Epoch: 18 Global Step: 314830 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:04,997-Speed 3326.74 samples/sec Loss 0.1226 LearningRate 0.0003 Epoch: 18 Global Step: 314840 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:08,102-Speed 3299.14 samples/sec Loss 0.1231 LearningRate 0.0003 Epoch: 18 Global Step: 314850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:34:11,193-Speed 3313.57 samples/sec Loss 0.1349 LearningRate 0.0003 Epoch: 18 Global Step: 314860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:34:14,278-Speed 3320.29 samples/sec Loss 0.1267 LearningRate 0.0003 Epoch: 18 Global Step: 314870 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:34:17,396-Speed 3285.50 samples/sec Loss 0.1300 LearningRate 0.0003 Epoch: 18 Global Step: 314880 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:20,495-Speed 3304.16 samples/sec Loss 0.1274 LearningRate 0.0003 Epoch: 18 Global Step: 314890 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:23,673-Speed 3222.70 samples/sec Loss 0.1108 LearningRate 0.0003 Epoch: 18 Global Step: 314900 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:26,808-Speed 3267.60 samples/sec Loss 0.1270 LearningRate 0.0003 Epoch: 18 Global Step: 314910 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:29,929-Speed 3281.23 samples/sec Loss 0.1112 LearningRate 0.0003 Epoch: 18 Global Step: 314920 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:32,999-Speed 3336.18 samples/sec Loss 0.1310 LearningRate 0.0003 Epoch: 18 Global Step: 314930 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:36,121-Speed 3281.02 samples/sec Loss 0.1330 LearningRate 0.0003 Epoch: 18 Global Step: 314940 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:39,211-Speed 3314.88 samples/sec Loss 0.1310 LearningRate 0.0003 Epoch: 18 Global Step: 314950 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:42,396-Speed 3216.33 samples/sec Loss 0.1148 LearningRate 0.0003 Epoch: 18 Global Step: 314960 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:45,526-Speed 3271.91 samples/sec Loss 0.1267 LearningRate 0.0003 Epoch: 18 Global Step: 314970 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:34:48,600-Speed 3332.08 samples/sec Loss 0.1294 LearningRate 0.0003 Epoch: 18 Global Step: 314980 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:34:51,690-Speed 3314.23 samples/sec Loss 0.1165 LearningRate 0.0003 Epoch: 18 Global Step: 314990 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:34:54,766-Speed 3329.51 samples/sec Loss 0.1223 LearningRate 0.0003 Epoch: 18 Global Step: 315000 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:34:57,859-Speed 3312.09 samples/sec Loss 0.1178 LearningRate 0.0003 Epoch: 18 Global Step: 315010 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:00,933-Speed 3331.77 samples/sec Loss 0.1204 LearningRate 0.0003 Epoch: 18 Global Step: 315020 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:04,036-Speed 3301.31 samples/sec Loss 0.1230 LearningRate 0.0003 Epoch: 18 Global Step: 315030 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:07,109-Speed 3333.00 samples/sec Loss 0.1283 LearningRate 0.0003 Epoch: 18 Global Step: 315040 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:10,182-Speed 3332.90 samples/sec Loss 0.1255 LearningRate 0.0003 Epoch: 18 Global Step: 315050 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:13,265-Speed 3322.33 samples/sec Loss 0.1298 LearningRate 0.0003 Epoch: 18 Global Step: 315060 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:16,334-Speed 3336.69 samples/sec Loss 0.1234 LearningRate 0.0003 Epoch: 18 Global Step: 315070 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:19,408-Speed 3332.01 samples/sec Loss 0.1212 LearningRate 0.0003 Epoch: 18 Global Step: 315080 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:35:22,459-Speed 3356.67 samples/sec Loss 0.1239 LearningRate 0.0003 Epoch: 18 Global Step: 315090 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:25,528-Speed 3338.18 samples/sec Loss 0.1235 LearningRate 0.0003 Epoch: 18 Global Step: 315100 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:28,610-Speed 3323.46 samples/sec Loss 0.1313 LearningRate 0.0003 Epoch: 18 Global Step: 315110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:35:31,661-Speed 3356.51 samples/sec Loss 0.1262 LearningRate 0.0003 Epoch: 18 Global Step: 315120 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:34,729-Speed 3342.60 samples/sec Loss 0.1254 LearningRate 0.0003 Epoch: 18 Global Step: 315130 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:37,815-Speed 3318.38 samples/sec Loss 0.1219 LearningRate 0.0003 Epoch: 18 Global Step: 315140 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:40,922-Speed 3296.38 samples/sec Loss 0.1143 LearningRate 0.0003 Epoch: 18 Global Step: 315150 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:43,989-Speed 3339.71 samples/sec Loss 0.1199 LearningRate 0.0003 Epoch: 18 Global Step: 315160 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:47,056-Speed 3339.91 samples/sec Loss 0.1289 LearningRate 0.0003 Epoch: 18 Global Step: 315170 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:50,221-Speed 3236.21 samples/sec Loss 0.1250 LearningRate 0.0003 Epoch: 18 Global Step: 315180 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:53,417-Speed 3204.66 samples/sec Loss 0.1246 LearningRate 0.0003 Epoch: 18 Global Step: 315190 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:56,486-Speed 3337.22 samples/sec Loss 0.1259 LearningRate 0.0003 Epoch: 18 Global Step: 315200 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:35:59,572-Speed 3319.05 samples/sec Loss 0.1234 LearningRate 0.0003 Epoch: 18 Global Step: 315210 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:02,649-Speed 3329.35 samples/sec Loss 0.1199 LearningRate 0.0003 Epoch: 18 Global Step: 315220 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:05,707-Speed 3349.21 samples/sec Loss 0.1226 LearningRate 0.0003 Epoch: 18 Global Step: 315230 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:08,832-Speed 3276.81 samples/sec Loss 0.1238 LearningRate 0.0003 Epoch: 18 Global Step: 315240 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:11,907-Speed 3331.46 samples/sec Loss 0.1273 LearningRate 0.0003 Epoch: 18 Global Step: 315250 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:14,975-Speed 3338.56 samples/sec Loss 0.1305 LearningRate 0.0003 Epoch: 18 Global Step: 315260 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:18,046-Speed 3334.13 samples/sec Loss 0.1188 LearningRate 0.0003 Epoch: 18 Global Step: 315270 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:21,118-Speed 3335.12 samples/sec Loss 0.1246 LearningRate 0.0003 Epoch: 18 Global Step: 315280 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:24,197-Speed 3325.90 samples/sec Loss 0.1316 LearningRate 0.0003 Epoch: 18 Global Step: 315290 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:27,265-Speed 3339.35 samples/sec Loss 0.1357 LearningRate 0.0003 Epoch: 18 Global Step: 315300 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:30,346-Speed 3323.48 samples/sec Loss 0.1338 LearningRate 0.0003 Epoch: 18 Global Step: 315310 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:33,416-Speed 3336.73 samples/sec Loss 0.1220 LearningRate 0.0003 Epoch: 18 Global Step: 315320 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:36:36,485-Speed 3337.34 samples/sec Loss 0.1194 LearningRate 0.0003 Epoch: 18 Global Step: 315330 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:39,573-Speed 3316.07 samples/sec Loss 0.1132 LearningRate 0.0003 Epoch: 18 Global Step: 315340 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:42,649-Speed 3330.06 samples/sec Loss 0.1352 LearningRate 0.0003 Epoch: 18 Global Step: 315350 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:45,731-Speed 3323.99 samples/sec Loss 0.1219 LearningRate 0.0003 Epoch: 18 Global Step: 315360 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:48,796-Speed 3341.37 samples/sec Loss 0.1259 LearningRate 0.0003 Epoch: 18 Global Step: 315370 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:51,865-Speed 3337.23 samples/sec Loss 0.1148 LearningRate 0.0003 Epoch: 18 Global Step: 315380 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:54,972-Speed 3297.16 samples/sec Loss 0.1218 LearningRate 0.0003 Epoch: 18 Global Step: 315390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:36:58,039-Speed 3339.50 samples/sec Loss 0.1367 LearningRate 0.0003 Epoch: 18 Global Step: 315400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:01,106-Speed 3338.98 samples/sec Loss 0.1223 LearningRate 0.0003 Epoch: 18 Global Step: 315410 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:04,169-Speed 3344.30 samples/sec Loss 0.1131 LearningRate 0.0003 Epoch: 18 Global Step: 315420 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:07,235-Speed 3340.21 samples/sec Loss 0.1305 LearningRate 0.0003 Epoch: 18 Global Step: 315430 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:10,293-Speed 3349.49 samples/sec Loss 0.1209 LearningRate 0.0003 Epoch: 18 Global Step: 315440 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:13,375-Speed 3323.04 samples/sec Loss 0.1335 LearningRate 0.0003 Epoch: 18 Global Step: 315450 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:16,481-Speed 3298.51 samples/sec Loss 0.1247 LearningRate 0.0003 Epoch: 18 Global Step: 315460 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:19,575-Speed 3309.54 samples/sec Loss 0.1208 LearningRate 0.0003 Epoch: 18 Global Step: 315470 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:22,656-Speed 3324.79 samples/sec Loss 0.1141 LearningRate 0.0003 Epoch: 18 Global Step: 315480 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:25,739-Speed 3322.01 samples/sec Loss 0.1333 LearningRate 0.0003 Epoch: 18 Global Step: 315490 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:28,802-Speed 3344.25 samples/sec Loss 0.1225 LearningRate 0.0003 Epoch: 18 Global Step: 315500 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:31,867-Speed 3341.56 samples/sec Loss 0.1182 LearningRate 0.0003 Epoch: 18 Global Step: 315510 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:34,975-Speed 3294.90 samples/sec Loss 0.1247 LearningRate 0.0003 Epoch: 18 Global Step: 315520 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:38,053-Speed 3327.81 samples/sec Loss 0.1132 LearningRate 0.0003 Epoch: 18 Global Step: 315530 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:37:41,165-Speed 3291.35 samples/sec Loss 0.1347 LearningRate 0.0003 Epoch: 18 Global Step: 315540 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:44,234-Speed 3337.47 samples/sec Loss 0.1274 LearningRate 0.0003 Epoch: 18 Global Step: 315550 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:47,380-Speed 3256.02 samples/sec Loss 0.1230 LearningRate 0.0003 Epoch: 18 Global Step: 315560 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:50,609-Speed 3171.26 samples/sec Loss 0.1262 LearningRate 0.0003 Epoch: 18 Global Step: 315570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:53,762-Speed 3249.13 samples/sec Loss 0.1204 LearningRate 0.0003 Epoch: 18 Global Step: 315580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:37:56,935-Speed 3227.60 samples/sec Loss 0.1279 LearningRate 0.0003 Epoch: 18 Global Step: 315590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:00,062-Speed 3274.96 samples/sec Loss 0.1307 LearningRate 0.0003 Epoch: 18 Global Step: 315600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:03,159-Speed 3307.58 samples/sec Loss 0.1023 LearningRate 0.0003 Epoch: 18 Global Step: 315610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:06,251-Speed 3312.41 samples/sec Loss 0.1221 LearningRate 0.0003 Epoch: 18 Global Step: 315620 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:09,366-Speed 3289.28 samples/sec Loss 0.1292 LearningRate 0.0003 Epoch: 18 Global Step: 315630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:12,466-Speed 3303.19 samples/sec Loss 0.1322 LearningRate 0.0003 Epoch: 18 Global Step: 315640 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:38:15,572-Speed 3297.83 samples/sec Loss 0.1203 LearningRate 0.0003 Epoch: 18 Global Step: 315650 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:38:18,689-Speed 3285.87 samples/sec Loss 0.1215 LearningRate 0.0003 Epoch: 18 Global Step: 315660 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:38:21,744-Speed 3352.70 samples/sec Loss 0.1273 LearningRate 0.0003 Epoch: 18 Global Step: 315670 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:24,820-Speed 3330.17 samples/sec Loss 0.1171 LearningRate 0.0003 Epoch: 18 Global Step: 315680 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:27,889-Speed 3336.54 samples/sec Loss 0.1238 LearningRate 0.0003 Epoch: 18 Global Step: 315690 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:30,973-Speed 3321.03 samples/sec Loss 0.1259 LearningRate 0.0003 Epoch: 18 Global Step: 315700 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:34,119-Speed 3256.13 samples/sec Loss 0.1207 LearningRate 0.0003 Epoch: 18 Global Step: 315710 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:37,188-Speed 3337.77 samples/sec Loss 0.1242 LearningRate 0.0003 Epoch: 18 Global Step: 315720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:40,274-Speed 3319.46 samples/sec Loss 0.1192 LearningRate 0.0003 Epoch: 18 Global Step: 315730 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:43,339-Speed 3341.78 samples/sec Loss 0.1212 LearningRate 0.0003 Epoch: 18 Global Step: 315740 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:46,420-Speed 3323.67 samples/sec Loss 0.1166 LearningRate 0.0003 Epoch: 18 Global Step: 315750 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:49,542-Speed 3280.80 samples/sec Loss 0.1307 LearningRate 0.0003 Epoch: 18 Global Step: 315760 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:52,610-Speed 3337.90 samples/sec Loss 0.1159 LearningRate 0.0003 Epoch: 18 Global Step: 315770 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:38:55,692-Speed 3324.29 samples/sec Loss 0.1251 LearningRate 0.0003 Epoch: 18 Global Step: 315780 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:38:58,763-Speed 3334.26 samples/sec Loss 0.1309 LearningRate 0.0003 Epoch: 18 Global Step: 315790 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:01,856-Speed 3312.53 samples/sec Loss 0.1200 LearningRate 0.0003 Epoch: 18 Global Step: 315800 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:04,927-Speed 3334.18 samples/sec Loss 0.1213 LearningRate 0.0003 Epoch: 18 Global Step: 315810 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:07,993-Speed 3341.75 samples/sec Loss 0.1290 LearningRate 0.0003 Epoch: 18 Global Step: 315820 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:11,072-Speed 3326.05 samples/sec Loss 0.1239 LearningRate 0.0003 Epoch: 18 Global Step: 315830 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:14,141-Speed 3337.74 samples/sec Loss 0.1263 LearningRate 0.0003 Epoch: 18 Global Step: 315840 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:17,246-Speed 3298.66 samples/sec Loss 0.1067 LearningRate 0.0003 Epoch: 18 Global Step: 315850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:20,382-Speed 3266.08 samples/sec Loss 0.1279 LearningRate 0.0003 Epoch: 18 Global Step: 315860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:23,456-Speed 3331.06 samples/sec Loss 0.1233 LearningRate 0.0003 Epoch: 18 Global Step: 315870 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:26,513-Speed 3351.29 samples/sec Loss 0.1213 LearningRate 0.0003 Epoch: 18 Global Step: 315880 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:29,663-Speed 3251.59 samples/sec Loss 0.1276 LearningRate 0.0003 Epoch: 18 Global Step: 315890 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:39:32,726-Speed 3344.04 samples/sec Loss 0.1178 LearningRate 0.0003 Epoch: 18 Global Step: 315900 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:35,824-Speed 3305.80 samples/sec Loss 0.1223 LearningRate 0.0003 Epoch: 18 Global Step: 315910 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:38,956-Speed 3270.39 samples/sec Loss 0.1206 LearningRate 0.0003 Epoch: 18 Global Step: 315920 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:42,062-Speed 3297.53 samples/sec Loss 0.1227 LearningRate 0.0003 Epoch: 18 Global Step: 315930 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:45,134-Speed 3333.97 samples/sec Loss 0.1222 LearningRate 0.0003 Epoch: 18 Global Step: 315940 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:48,209-Speed 3330.82 samples/sec Loss 0.1100 LearningRate 0.0003 Epoch: 18 Global Step: 315950 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:51,287-Speed 3327.65 samples/sec Loss 0.1280 LearningRate 0.0003 Epoch: 18 Global Step: 315960 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:54,441-Speed 3247.15 samples/sec Loss 0.1185 LearningRate 0.0003 Epoch: 18 Global Step: 315970 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:39:57,539-Speed 3306.21 samples/sec Loss 0.1195 LearningRate 0.0003 Epoch: 18 Global Step: 315980 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:40:00,643-Speed 3300.03 samples/sec Loss 0.1215 LearningRate 0.0003 Epoch: 18 Global Step: 315990 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:40:03,709-Speed 3340.97 samples/sec Loss 0.1262 LearningRate 0.0003 Epoch: 18 Global Step: 316000 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:40:47,524-[lfw][316000]XNorm: 20.722701 Training: 2022-04-12 08:40:47,525-[lfw][316000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 08:40:47,525-[lfw][316000]Accuracy-Highest: 0.99817 Training: 2022-04-12 08:41:38,617-[cfp_fp][316000]XNorm: 22.582108 Training: 2022-04-12 08:41:38,617-[cfp_fp][316000]Accuracy-Flip: 0.99157+-0.00370 Training: 2022-04-12 08:41:38,618-[cfp_fp][316000]Accuracy-Highest: 0.99200 Training: 2022-04-12 08:42:22,395-[agedb_30][316000]XNorm: 22.778612 Training: 2022-04-12 08:42:22,395-[agedb_30][316000]Accuracy-Flip: 0.98650+-0.00565 Training: 2022-04-12 08:42:22,396-[agedb_30][316000]Accuracy-Highest: 0.98650 Training: 2022-04-12 08:42:25,465-Speed 72.24 samples/sec Loss 0.1300 LearningRate 0.0003 Epoch: 18 Global Step: 316010 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:28,552-Speed 3318.01 samples/sec Loss 0.1143 LearningRate 0.0003 Epoch: 18 Global Step: 316020 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:31,627-Speed 3331.66 samples/sec Loss 0.1182 LearningRate 0.0003 Epoch: 18 Global Step: 316030 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:34,686-Speed 3347.90 samples/sec Loss 0.1125 LearningRate 0.0003 Epoch: 18 Global Step: 316040 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:37,743-Speed 3349.86 samples/sec Loss 0.1272 LearningRate 0.0003 Epoch: 18 Global Step: 316050 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:40,798-Speed 3353.12 samples/sec Loss 0.1259 LearningRate 0.0003 Epoch: 18 Global Step: 316060 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:43,909-Speed 3292.45 samples/sec Loss 0.1337 LearningRate 0.0003 Epoch: 18 Global Step: 316070 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:47,002-Speed 3310.86 samples/sec Loss 0.1244 LearningRate 0.0003 Epoch: 18 Global Step: 316080 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:50,095-Speed 3312.27 samples/sec Loss 0.1281 LearningRate 0.0003 Epoch: 18 Global Step: 316090 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:53,158-Speed 3343.65 samples/sec Loss 0.1301 LearningRate 0.0003 Epoch: 18 Global Step: 316100 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:42:56,238-Speed 3325.57 samples/sec Loss 0.1230 LearningRate 0.0003 Epoch: 18 Global Step: 316110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:42:59,343-Speed 3298.14 samples/sec Loss 0.1168 LearningRate 0.0003 Epoch: 18 Global Step: 316120 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:02,408-Speed 3341.94 samples/sec Loss 0.1142 LearningRate 0.0003 Epoch: 18 Global Step: 316130 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:05,479-Speed 3335.55 samples/sec Loss 0.1161 LearningRate 0.0003 Epoch: 18 Global Step: 316140 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:08,551-Speed 3333.92 samples/sec Loss 0.1263 LearningRate 0.0003 Epoch: 18 Global Step: 316150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:11,652-Speed 3302.79 samples/sec Loss 0.1214 LearningRate 0.0003 Epoch: 18 Global Step: 316160 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:14,755-Speed 3300.26 samples/sec Loss 0.1256 LearningRate 0.0003 Epoch: 18 Global Step: 316170 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:17,925-Speed 3232.12 samples/sec Loss 0.1321 LearningRate 0.0003 Epoch: 18 Global Step: 316180 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:20,983-Speed 3348.84 samples/sec Loss 0.1249 LearningRate 0.0003 Epoch: 18 Global Step: 316190 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:24,140-Speed 3244.01 samples/sec Loss 0.1319 LearningRate 0.0003 Epoch: 18 Global Step: 316200 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:27,282-Speed 3259.78 samples/sec Loss 0.1241 LearningRate 0.0003 Epoch: 18 Global Step: 316210 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:30,366-Speed 3321.22 samples/sec Loss 0.1164 LearningRate 0.0003 Epoch: 18 Global Step: 316220 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:33,474-Speed 3295.02 samples/sec Loss 0.1171 LearningRate 0.0003 Epoch: 18 Global Step: 316230 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:36,542-Speed 3339.00 samples/sec Loss 0.1253 LearningRate 0.0003 Epoch: 18 Global Step: 316240 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:39,669-Speed 3275.10 samples/sec Loss 0.1106 LearningRate 0.0003 Epoch: 18 Global Step: 316250 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:42,835-Speed 3235.10 samples/sec Loss 0.1285 LearningRate 0.0003 Epoch: 18 Global Step: 316260 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:45,908-Speed 3333.05 samples/sec Loss 0.1276 LearningRate 0.0003 Epoch: 18 Global Step: 316270 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:48,996-Speed 3316.81 samples/sec Loss 0.1221 LearningRate 0.0003 Epoch: 18 Global Step: 316280 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:52,102-Speed 3298.42 samples/sec Loss 0.1223 LearningRate 0.0003 Epoch: 18 Global Step: 316290 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:55,228-Speed 3275.41 samples/sec Loss 0.1162 LearningRate 0.0003 Epoch: 18 Global Step: 316300 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:43:58,321-Speed 3311.57 samples/sec Loss 0.1160 LearningRate 0.0003 Epoch: 18 Global Step: 316310 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:44:01,406-Speed 3320.37 samples/sec Loss 0.1196 LearningRate 0.0003 Epoch: 18 Global Step: 316320 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:04,492-Speed 3318.96 samples/sec Loss 0.1220 LearningRate 0.0003 Epoch: 18 Global Step: 316330 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:07,554-Speed 3345.09 samples/sec Loss 0.1249 LearningRate 0.0003 Epoch: 18 Global Step: 316340 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:10,648-Speed 3311.13 samples/sec Loss 0.1227 LearningRate 0.0003 Epoch: 18 Global Step: 316350 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:13,721-Speed 3332.57 samples/sec Loss 0.1187 LearningRate 0.0003 Epoch: 18 Global Step: 316360 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:16,882-Speed 3240.51 samples/sec Loss 0.1370 LearningRate 0.0003 Epoch: 18 Global Step: 316370 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:20,113-Speed 3169.29 samples/sec Loss 0.1223 LearningRate 0.0003 Epoch: 18 Global Step: 316380 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:23,192-Speed 3326.57 samples/sec Loss 0.1178 LearningRate 0.0003 Epoch: 18 Global Step: 316390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:26,271-Speed 3326.13 samples/sec Loss 0.1406 LearningRate 0.0003 Epoch: 18 Global Step: 316400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:29,353-Speed 3324.34 samples/sec Loss 0.1171 LearningRate 0.0003 Epoch: 18 Global Step: 316410 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:44:32,424-Speed 3334.49 samples/sec Loss 0.1254 LearningRate 0.0003 Epoch: 18 Global Step: 316420 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:35,551-Speed 3276.14 samples/sec Loss 0.1191 LearningRate 0.0003 Epoch: 18 Global Step: 316430 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:38,609-Speed 3348.84 samples/sec Loss 0.1210 LearningRate 0.0003 Epoch: 18 Global Step: 316440 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:41,671-Speed 3345.79 samples/sec Loss 0.1230 LearningRate 0.0003 Epoch: 18 Global Step: 316450 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:44,734-Speed 3342.91 samples/sec Loss 0.1100 LearningRate 0.0003 Epoch: 18 Global Step: 316460 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:47,913-Speed 3222.60 samples/sec Loss 0.1141 LearningRate 0.0003 Epoch: 18 Global Step: 316470 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:51,037-Speed 3277.82 samples/sec Loss 0.1172 LearningRate 0.0003 Epoch: 18 Global Step: 316480 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:54,108-Speed 3335.46 samples/sec Loss 0.1264 LearningRate 0.0003 Epoch: 18 Global Step: 316490 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:44:57,279-Speed 3229.99 samples/sec Loss 0.1200 LearningRate 0.0003 Epoch: 18 Global Step: 316500 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:45:00,417-Speed 3264.10 samples/sec Loss 0.1257 LearningRate 0.0003 Epoch: 18 Global Step: 316510 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:45:03,488-Speed 3335.04 samples/sec Loss 0.1269 LearningRate 0.0003 Epoch: 18 Global Step: 316520 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:06,554-Speed 3340.90 samples/sec Loss 0.1167 LearningRate 0.0003 Epoch: 18 Global Step: 316530 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:09,617-Speed 3344.10 samples/sec Loss 0.1189 LearningRate 0.0003 Epoch: 18 Global Step: 316540 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:12,679-Speed 3344.29 samples/sec Loss 0.1353 LearningRate 0.0003 Epoch: 18 Global Step: 316550 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:15,792-Speed 3290.51 samples/sec Loss 0.1165 LearningRate 0.0003 Epoch: 18 Global Step: 316560 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:18,912-Speed 3283.07 samples/sec Loss 0.1404 LearningRate 0.0003 Epoch: 18 Global Step: 316570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:22,023-Speed 3291.58 samples/sec Loss 0.1307 LearningRate 0.0003 Epoch: 18 Global Step: 316580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:25,092-Speed 3336.93 samples/sec Loss 0.1257 LearningRate 0.0003 Epoch: 18 Global Step: 316590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:28,166-Speed 3332.19 samples/sec Loss 0.1204 LearningRate 0.0003 Epoch: 18 Global Step: 316600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:31,258-Speed 3313.53 samples/sec Loss 0.1311 LearningRate 0.0003 Epoch: 18 Global Step: 316610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:34,324-Speed 3340.49 samples/sec Loss 0.1298 LearningRate 0.0003 Epoch: 18 Global Step: 316620 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:45:37,374-Speed 3357.42 samples/sec Loss 0.1349 LearningRate 0.0003 Epoch: 18 Global Step: 316630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:40,531-Speed 3244.90 samples/sec Loss 0.1293 LearningRate 0.0003 Epoch: 18 Global Step: 316640 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:43,635-Speed 3299.59 samples/sec Loss 0.1262 LearningRate 0.0003 Epoch: 18 Global Step: 316650 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:46,762-Speed 3274.90 samples/sec Loss 0.1231 LearningRate 0.0003 Epoch: 18 Global Step: 316660 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:49,827-Speed 3342.01 samples/sec Loss 0.1176 LearningRate 0.0003 Epoch: 18 Global Step: 316670 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:52,900-Speed 3333.18 samples/sec Loss 0.1175 LearningRate 0.0003 Epoch: 18 Global Step: 316680 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:55,967-Speed 3339.21 samples/sec Loss 0.1195 LearningRate 0.0003 Epoch: 18 Global Step: 316690 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:45:59,032-Speed 3341.97 samples/sec Loss 0.1236 LearningRate 0.0003 Epoch: 18 Global Step: 316700 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:02,104-Speed 3333.87 samples/sec Loss 0.1173 LearningRate 0.0003 Epoch: 18 Global Step: 316710 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:05,169-Speed 3342.15 samples/sec Loss 0.1205 LearningRate 0.0003 Epoch: 18 Global Step: 316720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:08,245-Speed 3329.88 samples/sec Loss 0.1256 LearningRate 0.0003 Epoch: 18 Global Step: 316730 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:46:11,326-Speed 3323.44 samples/sec Loss 0.1181 LearningRate 0.0003 Epoch: 18 Global Step: 316740 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:46:14,423-Speed 3307.34 samples/sec Loss 0.1055 LearningRate 0.0003 Epoch: 18 Global Step: 316750 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:17,653-Speed 3171.06 samples/sec Loss 0.1197 LearningRate 0.0003 Epoch: 18 Global Step: 316760 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:20,797-Speed 3258.32 samples/sec Loss 0.1246 LearningRate 0.0003 Epoch: 18 Global Step: 316770 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:23,972-Speed 3226.12 samples/sec Loss 0.1296 LearningRate 0.0003 Epoch: 18 Global Step: 316780 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:27,051-Speed 3326.42 samples/sec Loss 0.1260 LearningRate 0.0003 Epoch: 18 Global Step: 316790 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:30,116-Speed 3341.13 samples/sec Loss 0.1200 LearningRate 0.0003 Epoch: 18 Global Step: 316800 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:33,189-Speed 3333.11 samples/sec Loss 0.1189 LearningRate 0.0003 Epoch: 18 Global Step: 316810 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:36,256-Speed 3339.95 samples/sec Loss 0.1273 LearningRate 0.0003 Epoch: 18 Global Step: 316820 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:39,316-Speed 3346.97 samples/sec Loss 0.1116 LearningRate 0.0003 Epoch: 18 Global Step: 316830 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:42,386-Speed 3335.89 samples/sec Loss 0.1238 LearningRate 0.0003 Epoch: 18 Global Step: 316840 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:45,488-Speed 3301.88 samples/sec Loss 0.1211 LearningRate 0.0003 Epoch: 18 Global Step: 316850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:48,580-Speed 3313.28 samples/sec Loss 0.1213 LearningRate 0.0003 Epoch: 18 Global Step: 316860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:51,669-Speed 3315.17 samples/sec Loss 0.1287 LearningRate 0.0003 Epoch: 18 Global Step: 316870 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:54,753-Speed 3320.69 samples/sec Loss 0.1290 LearningRate 0.0003 Epoch: 18 Global Step: 316880 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:46:57,818-Speed 3342.61 samples/sec Loss 0.1336 LearningRate 0.0003 Epoch: 18 Global Step: 316890 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:00,892-Speed 3331.44 samples/sec Loss 0.1249 LearningRate 0.0003 Epoch: 18 Global Step: 316900 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:03,959-Speed 3339.96 samples/sec Loss 0.1256 LearningRate 0.0003 Epoch: 18 Global Step: 316910 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:07,038-Speed 3325.67 samples/sec Loss 0.1237 LearningRate 0.0003 Epoch: 18 Global Step: 316920 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:10,105-Speed 3340.04 samples/sec Loss 0.1289 LearningRate 0.0003 Epoch: 18 Global Step: 316930 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:13,176-Speed 3335.34 samples/sec Loss 0.1199 LearningRate 0.0003 Epoch: 18 Global Step: 316940 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:16,258-Speed 3323.48 samples/sec Loss 0.1108 LearningRate 0.0003 Epoch: 18 Global Step: 316950 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:47:19,305-Speed 3360.90 samples/sec Loss 0.1360 LearningRate 0.0003 Epoch: 18 Global Step: 316960 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:22,388-Speed 3322.87 samples/sec Loss 0.1087 LearningRate 0.0003 Epoch: 18 Global Step: 316970 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:25,450-Speed 3344.47 samples/sec Loss 0.1175 LearningRate 0.0003 Epoch: 18 Global Step: 316980 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:28,521-Speed 3335.48 samples/sec Loss 0.1229 LearningRate 0.0003 Epoch: 18 Global Step: 316990 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:31,653-Speed 3269.90 samples/sec Loss 0.1135 LearningRate 0.0003 Epoch: 18 Global Step: 317000 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:34,801-Speed 3253.80 samples/sec Loss 0.1208 LearningRate 0.0003 Epoch: 18 Global Step: 317010 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:37,876-Speed 3330.95 samples/sec Loss 0.1268 LearningRate 0.0003 Epoch: 18 Global Step: 317020 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:40,943-Speed 3338.68 samples/sec Loss 0.1184 LearningRate 0.0003 Epoch: 18 Global Step: 317030 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:44,027-Speed 3322.01 samples/sec Loss 0.1294 LearningRate 0.0003 Epoch: 18 Global Step: 317040 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:47:47,092-Speed 3341.49 samples/sec Loss 0.1257 LearningRate 0.0003 Epoch: 18 Global Step: 317050 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:47:50,164-Speed 3334.20 samples/sec Loss 0.1223 LearningRate 0.0003 Epoch: 18 Global Step: 317060 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:47:53,283-Speed 3284.28 samples/sec Loss 0.1236 LearningRate 0.0003 Epoch: 18 Global Step: 317070 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:47:56,349-Speed 3340.45 samples/sec Loss 0.1266 LearningRate 0.0003 Epoch: 18 Global Step: 317080 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:47:59,418-Speed 3336.82 samples/sec Loss 0.1301 LearningRate 0.0003 Epoch: 18 Global Step: 317090 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:48:02,585-Speed 3234.41 samples/sec Loss 0.1224 LearningRate 0.0003 Epoch: 18 Global Step: 317100 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:48:05,682-Speed 3307.24 samples/sec Loss 0.1211 LearningRate 0.0003 Epoch: 18 Global Step: 317110 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:48:09,003-Speed 3083.58 samples/sec Loss 0.1170 LearningRate 0.0003 Epoch: 18 Global Step: 317120 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:48:47,598-Speed 265.33 samples/sec Loss 0.1116 LearningRate 0.0002 Epoch: 19 Global Step: 317130 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:48:50,888-Speed 3113.78 samples/sec Loss 0.1068 LearningRate 0.0002 Epoch: 19 Global Step: 317140 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:48:54,347-Speed 2961.00 samples/sec Loss 0.1154 LearningRate 0.0002 Epoch: 19 Global Step: 317150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:48:57,436-Speed 3316.06 samples/sec Loss 0.1148 LearningRate 0.0002 Epoch: 19 Global Step: 317160 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:00,503-Speed 3339.59 samples/sec Loss 0.1078 LearningRate 0.0002 Epoch: 19 Global Step: 317170 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:03,577-Speed 3331.52 samples/sec Loss 0.1025 LearningRate 0.0002 Epoch: 19 Global Step: 317180 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:06,676-Speed 3304.96 samples/sec Loss 0.1065 LearningRate 0.0002 Epoch: 19 Global Step: 317190 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:09,787-Speed 3292.40 samples/sec Loss 0.1047 LearningRate 0.0002 Epoch: 19 Global Step: 317200 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:12,923-Speed 3266.38 samples/sec Loss 0.1034 LearningRate 0.0002 Epoch: 19 Global Step: 317210 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:16,013-Speed 3314.28 samples/sec Loss 0.1030 LearningRate 0.0002 Epoch: 19 Global Step: 317220 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:19,101-Speed 3317.33 samples/sec Loss 0.1042 LearningRate 0.0002 Epoch: 19 Global Step: 317230 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:22,233-Speed 3269.91 samples/sec Loss 0.0975 LearningRate 0.0002 Epoch: 19 Global Step: 317240 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:25,347-Speed 3289.66 samples/sec Loss 0.1065 LearningRate 0.0002 Epoch: 19 Global Step: 317250 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:49:28,596-Speed 3152.05 samples/sec Loss 0.1084 LearningRate 0.0002 Epoch: 19 Global Step: 317260 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:31,693-Speed 3307.06 samples/sec Loss 0.1022 LearningRate 0.0002 Epoch: 19 Global Step: 317270 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:34,836-Speed 3258.64 samples/sec Loss 0.1041 LearningRate 0.0002 Epoch: 19 Global Step: 317280 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:37,936-Speed 3304.45 samples/sec Loss 0.1050 LearningRate 0.0002 Epoch: 19 Global Step: 317290 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:41,043-Speed 3295.74 samples/sec Loss 0.1044 LearningRate 0.0002 Epoch: 19 Global Step: 317300 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:44,122-Speed 3327.17 samples/sec Loss 0.0976 LearningRate 0.0002 Epoch: 19 Global Step: 317310 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:47,198-Speed 3329.95 samples/sec Loss 0.1014 LearningRate 0.0002 Epoch: 19 Global Step: 317320 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:50,362-Speed 3236.92 samples/sec Loss 0.1084 LearningRate 0.0002 Epoch: 19 Global Step: 317330 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:53,459-Speed 3306.98 samples/sec Loss 0.1031 LearningRate 0.0002 Epoch: 19 Global Step: 317340 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:56,531-Speed 3334.68 samples/sec Loss 0.1058 LearningRate 0.0002 Epoch: 19 Global Step: 317350 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:49:59,599-Speed 3338.28 samples/sec Loss 0.1045 LearningRate 0.0002 Epoch: 19 Global Step: 317360 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:50:03,071-Speed 2949.51 samples/sec Loss 0.1018 LearningRate 0.0002 Epoch: 19 Global Step: 317370 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:50:06,426-Speed 3053.37 samples/sec Loss 0.1010 LearningRate 0.0002 Epoch: 19 Global Step: 317380 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:50:09,937-Speed 2916.45 samples/sec Loss 0.1108 LearningRate 0.0002 Epoch: 19 Global Step: 317390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:50:14,578-Speed 2207.05 samples/sec Loss 0.1144 LearningRate 0.0002 Epoch: 19 Global Step: 317400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:50:18,470-Speed 2631.59 samples/sec Loss 0.1088 LearningRate 0.0002 Epoch: 19 Global Step: 317410 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:23,429-Speed 2065.23 samples/sec Loss 0.1146 LearningRate 0.0002 Epoch: 19 Global Step: 317420 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:26,498-Speed 3337.83 samples/sec Loss 0.1030 LearningRate 0.0002 Epoch: 19 Global Step: 317430 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:29,573-Speed 3330.00 samples/sec Loss 0.1093 LearningRate 0.0002 Epoch: 19 Global Step: 317440 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:32,632-Speed 3348.61 samples/sec Loss 0.1015 LearningRate 0.0002 Epoch: 19 Global Step: 317450 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:35,726-Speed 3310.08 samples/sec Loss 0.1046 LearningRate 0.0002 Epoch: 19 Global Step: 317460 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:38,804-Speed 3328.34 samples/sec Loss 0.1076 LearningRate 0.0002 Epoch: 19 Global Step: 317470 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:41,933-Speed 3272.59 samples/sec Loss 0.1046 LearningRate 0.0002 Epoch: 19 Global Step: 317480 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:44,990-Speed 3351.16 samples/sec Loss 0.0936 LearningRate 0.0002 Epoch: 19 Global Step: 317490 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:48,058-Speed 3338.01 samples/sec Loss 0.0958 LearningRate 0.0002 Epoch: 19 Global Step: 317500 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:50:51,159-Speed 3303.64 samples/sec Loss 0.1075 LearningRate 0.0002 Epoch: 19 Global Step: 317510 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:50:54,272-Speed 3290.12 samples/sec Loss 0.1133 LearningRate 0.0002 Epoch: 19 Global Step: 317520 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:50:57,447-Speed 3226.12 samples/sec Loss 0.1065 LearningRate 0.0002 Epoch: 19 Global Step: 317530 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:00,563-Speed 3285.89 samples/sec Loss 0.1066 LearningRate 0.0002 Epoch: 19 Global Step: 317540 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:03,632-Speed 3337.78 samples/sec Loss 0.1028 LearningRate 0.0002 Epoch: 19 Global Step: 317550 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:06,710-Speed 3328.12 samples/sec Loss 0.0998 LearningRate 0.0002 Epoch: 19 Global Step: 317560 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:09,788-Speed 3327.63 samples/sec Loss 0.1155 LearningRate 0.0002 Epoch: 19 Global Step: 317570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:12,911-Speed 3279.21 samples/sec Loss 0.1116 LearningRate 0.0002 Epoch: 19 Global Step: 317580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:15,989-Speed 3328.25 samples/sec Loss 0.1064 LearningRate 0.0002 Epoch: 19 Global Step: 317590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:19,076-Speed 3317.19 samples/sec Loss 0.1026 LearningRate 0.0002 Epoch: 19 Global Step: 317600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:22,160-Speed 3321.53 samples/sec Loss 0.1113 LearningRate 0.0002 Epoch: 19 Global Step: 317610 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:51:25,231-Speed 3334.87 samples/sec Loss 0.1003 LearningRate 0.0002 Epoch: 19 Global Step: 317620 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:51:28,300-Speed 3337.49 samples/sec Loss 0.1122 LearningRate 0.0002 Epoch: 19 Global Step: 317630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:31,370-Speed 3336.61 samples/sec Loss 0.1068 LearningRate 0.0002 Epoch: 19 Global Step: 317640 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:34,439-Speed 3338.02 samples/sec Loss 0.1023 LearningRate 0.0002 Epoch: 19 Global Step: 317650 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:37,540-Speed 3302.40 samples/sec Loss 0.1086 LearningRate 0.0002 Epoch: 19 Global Step: 317660 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:40,671-Speed 3271.71 samples/sec Loss 0.0998 LearningRate 0.0002 Epoch: 19 Global Step: 317670 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:43,760-Speed 3315.96 samples/sec Loss 0.0948 LearningRate 0.0002 Epoch: 19 Global Step: 317680 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:46,822-Speed 3344.58 samples/sec Loss 0.1001 LearningRate 0.0002 Epoch: 19 Global Step: 317690 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:49,988-Speed 3234.99 samples/sec Loss 0.0953 LearningRate 0.0002 Epoch: 19 Global Step: 317700 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:53,054-Speed 3340.73 samples/sec Loss 0.1056 LearningRate 0.0002 Epoch: 19 Global Step: 317710 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:56,135-Speed 3324.32 samples/sec Loss 0.0961 LearningRate 0.0002 Epoch: 19 Global Step: 317720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:51:59,198-Speed 3344.24 samples/sec Loss 0.1023 LearningRate 0.0002 Epoch: 19 Global Step: 317730 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:52:02,259-Speed 3346.38 samples/sec Loss 0.1031 LearningRate 0.0002 Epoch: 19 Global Step: 317740 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:05,385-Speed 3276.48 samples/sec Loss 0.1034 LearningRate 0.0002 Epoch: 19 Global Step: 317750 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:08,459-Speed 3331.13 samples/sec Loss 0.1102 LearningRate 0.0002 Epoch: 19 Global Step: 317760 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:11,589-Speed 3272.53 samples/sec Loss 0.1100 LearningRate 0.0002 Epoch: 19 Global Step: 317770 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:14,666-Speed 3328.42 samples/sec Loss 0.0979 LearningRate 0.0002 Epoch: 19 Global Step: 317780 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:17,743-Speed 3329.21 samples/sec Loss 0.1067 LearningRate 0.0002 Epoch: 19 Global Step: 317790 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:20,828-Speed 3319.54 samples/sec Loss 0.1061 LearningRate 0.0002 Epoch: 19 Global Step: 317800 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:23,925-Speed 3307.28 samples/sec Loss 0.1120 LearningRate 0.0002 Epoch: 19 Global Step: 317810 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:27,054-Speed 3274.09 samples/sec Loss 0.1115 LearningRate 0.0002 Epoch: 19 Global Step: 317820 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:30,121-Speed 3339.43 samples/sec Loss 0.1064 LearningRate 0.0002 Epoch: 19 Global Step: 317830 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:33,187-Speed 3340.73 samples/sec Loss 0.1060 LearningRate 0.0002 Epoch: 19 Global Step: 317840 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:52:36,248-Speed 3345.65 samples/sec Loss 0.0983 LearningRate 0.0002 Epoch: 19 Global Step: 317850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:39,316-Speed 3337.83 samples/sec Loss 0.1073 LearningRate 0.0002 Epoch: 19 Global Step: 317860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:42,390-Speed 3332.89 samples/sec Loss 0.1054 LearningRate 0.0002 Epoch: 19 Global Step: 317870 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:45,531-Speed 3260.77 samples/sec Loss 0.1042 LearningRate 0.0002 Epoch: 19 Global Step: 317880 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:48,617-Speed 3318.61 samples/sec Loss 0.0997 LearningRate 0.0002 Epoch: 19 Global Step: 317890 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:51,767-Speed 3250.92 samples/sec Loss 0.0977 LearningRate 0.0002 Epoch: 19 Global Step: 317900 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:54,890-Speed 3280.92 samples/sec Loss 0.1019 LearningRate 0.0002 Epoch: 19 Global Step: 317910 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:52:57,994-Speed 3299.12 samples/sec Loss 0.1011 LearningRate 0.0002 Epoch: 19 Global Step: 317920 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:53:01,080-Speed 3319.90 samples/sec Loss 0.0997 LearningRate 0.0002 Epoch: 19 Global Step: 317930 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:53:04,214-Speed 3267.53 samples/sec Loss 0.1048 LearningRate 0.0002 Epoch: 19 Global Step: 317940 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:53:07,328-Speed 3289.44 samples/sec Loss 0.0973 LearningRate 0.0002 Epoch: 19 Global Step: 317950 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:53:10,481-Speed 3248.60 samples/sec Loss 0.0955 LearningRate 0.0002 Epoch: 19 Global Step: 317960 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:53:13,537-Speed 3350.91 samples/sec Loss 0.1045 LearningRate 0.0002 Epoch: 19 Global Step: 317970 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:53:16,675-Speed 3264.33 samples/sec Loss 0.1036 LearningRate 0.0002 Epoch: 19 Global Step: 317980 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:53:19,782-Speed 3296.97 samples/sec Loss 0.1043 LearningRate 0.0002 Epoch: 19 Global Step: 317990 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:53:22,862-Speed 3325.53 samples/sec Loss 0.1158 LearningRate 0.0002 Epoch: 19 Global Step: 318000 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:54:06,964-[lfw][318000]XNorm: 20.634739 Training: 2022-04-12 08:54:06,965-[lfw][318000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 08:54:06,965-[lfw][318000]Accuracy-Highest: 0.99817 Training: 2022-04-12 08:54:58,016-[cfp_fp][318000]XNorm: 22.552284 Training: 2022-04-12 08:54:58,017-[cfp_fp][318000]Accuracy-Flip: 0.99157+-0.00370 Training: 2022-04-12 08:54:58,017-[cfp_fp][318000]Accuracy-Highest: 0.99200 Training: 2022-04-12 08:55:41,796-[agedb_30][318000]XNorm: 22.757094 Training: 2022-04-12 08:55:41,797-[agedb_30][318000]Accuracy-Flip: 0.98633+-0.00557 Training: 2022-04-12 08:55:41,797-[agedb_30][318000]Accuracy-Highest: 0.98650 Training: 2022-04-12 08:55:44,868-Speed 72.11 samples/sec Loss 0.1105 LearningRate 0.0002 Epoch: 19 Global Step: 318010 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:55:47,946-Speed 3327.82 samples/sec Loss 0.1078 LearningRate 0.0002 Epoch: 19 Global Step: 318020 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:55:51,077-Speed 3271.15 samples/sec Loss 0.0962 LearningRate 0.0002 Epoch: 19 Global Step: 318030 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:55:54,272-Speed 3206.04 samples/sec Loss 0.1039 LearningRate 0.0002 Epoch: 19 Global Step: 318040 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:55:57,479-Speed 3193.03 samples/sec Loss 0.1155 LearningRate 0.0002 Epoch: 19 Global Step: 318050 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:00,570-Speed 3314.12 samples/sec Loss 0.1013 LearningRate 0.0002 Epoch: 19 Global Step: 318060 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:03,632-Speed 3345.04 samples/sec Loss 0.1007 LearningRate 0.0002 Epoch: 19 Global Step: 318070 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:56:06,741-Speed 3294.33 samples/sec Loss 0.1014 LearningRate 0.0002 Epoch: 19 Global Step: 318080 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:09,802-Speed 3345.91 samples/sec Loss 0.1003 LearningRate 0.0002 Epoch: 19 Global Step: 318090 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:12,896-Speed 3311.32 samples/sec Loss 0.1091 LearningRate 0.0002 Epoch: 19 Global Step: 318100 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:16,149-Speed 3147.85 samples/sec Loss 0.0987 LearningRate 0.0002 Epoch: 19 Global Step: 318110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:19,281-Speed 3270.31 samples/sec Loss 0.1057 LearningRate 0.0002 Epoch: 19 Global Step: 318120 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:22,346-Speed 3341.33 samples/sec Loss 0.1022 LearningRate 0.0002 Epoch: 19 Global Step: 318130 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:25,418-Speed 3334.83 samples/sec Loss 0.1131 LearningRate 0.0002 Epoch: 19 Global Step: 318140 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:28,506-Speed 3316.59 samples/sec Loss 0.1055 LearningRate 0.0002 Epoch: 19 Global Step: 318150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:31,595-Speed 3315.54 samples/sec Loss 0.1000 LearningRate 0.0002 Epoch: 19 Global Step: 318160 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:34,673-Speed 3327.58 samples/sec Loss 0.1009 LearningRate 0.0002 Epoch: 19 Global Step: 318170 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:37,732-Speed 3348.62 samples/sec Loss 0.1032 LearningRate 0.0002 Epoch: 19 Global Step: 318180 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:40,840-Speed 3295.99 samples/sec Loss 0.0985 LearningRate 0.0002 Epoch: 19 Global Step: 318190 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:43,919-Speed 3325.87 samples/sec Loss 0.1006 LearningRate 0.0002 Epoch: 19 Global Step: 318200 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:46,980-Speed 3346.32 samples/sec Loss 0.1084 LearningRate 0.0002 Epoch: 19 Global Step: 318210 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:50,049-Speed 3337.39 samples/sec Loss 0.0969 LearningRate 0.0002 Epoch: 19 Global Step: 318220 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:53,115-Speed 3340.33 samples/sec Loss 0.1092 LearningRate 0.0002 Epoch: 19 Global Step: 318230 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:56:56,189-Speed 3331.87 samples/sec Loss 0.0965 LearningRate 0.0002 Epoch: 19 Global Step: 318240 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:56:59,279-Speed 3315.26 samples/sec Loss 0.1054 LearningRate 0.0002 Epoch: 19 Global Step: 318250 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:02,351-Speed 3333.35 samples/sec Loss 0.0980 LearningRate 0.0002 Epoch: 19 Global Step: 318260 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:05,496-Speed 3256.98 samples/sec Loss 0.0996 LearningRate 0.0002 Epoch: 19 Global Step: 318270 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:08,586-Speed 3316.04 samples/sec Loss 0.1063 LearningRate 0.0002 Epoch: 19 Global Step: 318280 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:11,744-Speed 3242.76 samples/sec Loss 0.0932 LearningRate 0.0002 Epoch: 19 Global Step: 318290 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:14,885-Speed 3260.18 samples/sec Loss 0.0974 LearningRate 0.0002 Epoch: 19 Global Step: 318300 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:18,042-Speed 3244.84 samples/sec Loss 0.0985 LearningRate 0.0002 Epoch: 19 Global Step: 318310 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:21,154-Speed 3290.88 samples/sec Loss 0.1054 LearningRate 0.0002 Epoch: 19 Global Step: 318320 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:24,234-Speed 3325.68 samples/sec Loss 0.0973 LearningRate 0.0002 Epoch: 19 Global Step: 318330 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:57:27,392-Speed 3243.88 samples/sec Loss 0.0989 LearningRate 0.0002 Epoch: 19 Global Step: 318340 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:30,491-Speed 3304.52 samples/sec Loss 0.1125 LearningRate 0.0002 Epoch: 19 Global Step: 318350 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:33,554-Speed 3344.36 samples/sec Loss 0.1018 LearningRate 0.0002 Epoch: 19 Global Step: 318360 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:36,615-Speed 3345.87 samples/sec Loss 0.1077 LearningRate 0.0002 Epoch: 19 Global Step: 318370 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:39,683-Speed 3338.77 samples/sec Loss 0.1112 LearningRate 0.0002 Epoch: 19 Global Step: 318380 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:42,784-Speed 3303.02 samples/sec Loss 0.1012 LearningRate 0.0002 Epoch: 19 Global Step: 318390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:45,891-Speed 3296.21 samples/sec Loss 0.0933 LearningRate 0.0002 Epoch: 19 Global Step: 318400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:49,038-Speed 3254.44 samples/sec Loss 0.1152 LearningRate 0.0002 Epoch: 19 Global Step: 318410 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:52,144-Speed 3297.38 samples/sec Loss 0.0958 LearningRate 0.0002 Epoch: 19 Global Step: 318420 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:55,258-Speed 3289.94 samples/sec Loss 0.0972 LearningRate 0.0002 Epoch: 19 Global Step: 318430 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:57:58,331-Speed 3333.01 samples/sec Loss 0.1074 LearningRate 0.0002 Epoch: 19 Global Step: 318440 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:58:01,398-Speed 3339.63 samples/sec Loss 0.1069 LearningRate 0.0002 Epoch: 19 Global Step: 318450 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:04,465-Speed 3339.70 samples/sec Loss 0.1063 LearningRate 0.0002 Epoch: 19 Global Step: 318460 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:07,523-Speed 3349.16 samples/sec Loss 0.0998 LearningRate 0.0002 Epoch: 19 Global Step: 318470 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:10,599-Speed 3329.42 samples/sec Loss 0.1018 LearningRate 0.0002 Epoch: 19 Global Step: 318480 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:13,658-Speed 3348.65 samples/sec Loss 0.1053 LearningRate 0.0002 Epoch: 19 Global Step: 318490 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:16,712-Speed 3353.08 samples/sec Loss 0.1018 LearningRate 0.0002 Epoch: 19 Global Step: 318500 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:19,774-Speed 3345.09 samples/sec Loss 0.1192 LearningRate 0.0002 Epoch: 19 Global Step: 318510 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:22,849-Speed 3330.45 samples/sec Loss 0.1139 LearningRate 0.0002 Epoch: 19 Global Step: 318520 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:25,926-Speed 3329.60 samples/sec Loss 0.1024 LearningRate 0.0002 Epoch: 19 Global Step: 318530 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:28,985-Speed 3348.84 samples/sec Loss 0.1057 LearningRate 0.0002 Epoch: 19 Global Step: 318540 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:32,042-Speed 3349.41 samples/sec Loss 0.1074 LearningRate 0.0002 Epoch: 19 Global Step: 318550 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 08:58:35,091-Speed 3359.37 samples/sec Loss 0.1085 LearningRate 0.0002 Epoch: 19 Global Step: 318560 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:38,164-Speed 3333.69 samples/sec Loss 0.0889 LearningRate 0.0002 Epoch: 19 Global Step: 318570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:41,226-Speed 3345.00 samples/sec Loss 0.0975 LearningRate 0.0002 Epoch: 19 Global Step: 318580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:44,303-Speed 3328.57 samples/sec Loss 0.0937 LearningRate 0.0002 Epoch: 19 Global Step: 318590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:47,413-Speed 3292.94 samples/sec Loss 0.1027 LearningRate 0.0002 Epoch: 19 Global Step: 318600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:50,507-Speed 3309.81 samples/sec Loss 0.1054 LearningRate 0.0002 Epoch: 19 Global Step: 318610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:58:53,550-Speed 3366.64 samples/sec Loss 0.1063 LearningRate 0.0002 Epoch: 19 Global Step: 318620 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:58:56,623-Speed 3332.81 samples/sec Loss 0.1096 LearningRate 0.0002 Epoch: 19 Global Step: 318630 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:58:59,688-Speed 3341.94 samples/sec Loss 0.1048 LearningRate 0.0002 Epoch: 19 Global Step: 318640 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:02,766-Speed 3328.18 samples/sec Loss 0.1017 LearningRate 0.0002 Epoch: 19 Global Step: 318650 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:05,822-Speed 3350.77 samples/sec Loss 0.1117 LearningRate 0.0002 Epoch: 19 Global Step: 318660 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:08,883-Speed 3346.47 samples/sec Loss 0.0978 LearningRate 0.0002 Epoch: 19 Global Step: 318670 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:11,944-Speed 3346.29 samples/sec Loss 0.1102 LearningRate 0.0002 Epoch: 19 Global Step: 318680 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:15,038-Speed 3309.49 samples/sec Loss 0.0983 LearningRate 0.0002 Epoch: 19 Global Step: 318690 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:18,106-Speed 3339.09 samples/sec Loss 0.1055 LearningRate 0.0002 Epoch: 19 Global Step: 318700 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:21,184-Speed 3327.60 samples/sec Loss 0.1073 LearningRate 0.0002 Epoch: 19 Global Step: 318710 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:24,243-Speed 3347.95 samples/sec Loss 0.1086 LearningRate 0.0002 Epoch: 19 Global Step: 318720 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 08:59:27,332-Speed 3315.99 samples/sec Loss 0.1033 LearningRate 0.0002 Epoch: 19 Global Step: 318730 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:30,488-Speed 3245.22 samples/sec Loss 0.1146 LearningRate 0.0002 Epoch: 19 Global Step: 318740 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:33,666-Speed 3223.14 samples/sec Loss 0.0912 LearningRate 0.0002 Epoch: 19 Global Step: 318750 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:36,727-Speed 3346.01 samples/sec Loss 0.0974 LearningRate 0.0002 Epoch: 19 Global Step: 318760 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:39,795-Speed 3338.63 samples/sec Loss 0.1102 LearningRate 0.0002 Epoch: 19 Global Step: 318770 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:42,857-Speed 3345.07 samples/sec Loss 0.1067 LearningRate 0.0002 Epoch: 19 Global Step: 318780 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:45,928-Speed 3334.89 samples/sec Loss 0.1101 LearningRate 0.0002 Epoch: 19 Global Step: 318790 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:48,989-Speed 3346.24 samples/sec Loss 0.1013 LearningRate 0.0002 Epoch: 19 Global Step: 318800 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:52,120-Speed 3270.85 samples/sec Loss 0.1048 LearningRate 0.0002 Epoch: 19 Global Step: 318810 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:55,187-Speed 3339.91 samples/sec Loss 0.1126 LearningRate 0.0002 Epoch: 19 Global Step: 318820 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 08:59:58,246-Speed 3347.97 samples/sec Loss 0.1049 LearningRate 0.0002 Epoch: 19 Global Step: 318830 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:01,310-Speed 3343.81 samples/sec Loss 0.1024 LearningRate 0.0002 Epoch: 19 Global Step: 318840 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:04,384-Speed 3331.14 samples/sec Loss 0.1019 LearningRate 0.0002 Epoch: 19 Global Step: 318850 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:07,487-Speed 3301.19 samples/sec Loss 0.1052 LearningRate 0.0002 Epoch: 19 Global Step: 318860 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:10,533-Speed 3362.62 samples/sec Loss 0.1124 LearningRate 0.0002 Epoch: 19 Global Step: 318870 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:13,607-Speed 3332.11 samples/sec Loss 0.1026 LearningRate 0.0002 Epoch: 19 Global Step: 318880 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:16,666-Speed 3348.49 samples/sec Loss 0.1171 LearningRate 0.0002 Epoch: 19 Global Step: 318890 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:19,765-Speed 3304.57 samples/sec Loss 0.1062 LearningRate 0.0002 Epoch: 19 Global Step: 318900 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:22,827-Speed 3344.67 samples/sec Loss 0.0970 LearningRate 0.0002 Epoch: 19 Global Step: 318910 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:25,887-Speed 3346.98 samples/sec Loss 0.1129 LearningRate 0.0002 Epoch: 19 Global Step: 318920 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:28,947-Speed 3347.75 samples/sec Loss 0.1077 LearningRate 0.0002 Epoch: 19 Global Step: 318930 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:32,018-Speed 3334.87 samples/sec Loss 0.1006 LearningRate 0.0002 Epoch: 19 Global Step: 318940 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:35,074-Speed 3352.12 samples/sec Loss 0.1083 LearningRate 0.0002 Epoch: 19 Global Step: 318950 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:38,190-Speed 3286.13 samples/sec Loss 0.0927 LearningRate 0.0002 Epoch: 19 Global Step: 318960 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:00:41,353-Speed 3239.00 samples/sec Loss 0.1176 LearningRate 0.0002 Epoch: 19 Global Step: 318970 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:44,411-Speed 3349.20 samples/sec Loss 0.0943 LearningRate 0.0002 Epoch: 19 Global Step: 318980 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:47,472-Speed 3346.70 samples/sec Loss 0.1067 LearningRate 0.0002 Epoch: 19 Global Step: 318990 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:50,528-Speed 3351.01 samples/sec Loss 0.1085 LearningRate 0.0002 Epoch: 19 Global Step: 319000 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:53,585-Speed 3350.52 samples/sec Loss 0.1137 LearningRate 0.0002 Epoch: 19 Global Step: 319010 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:56,641-Speed 3351.03 samples/sec Loss 0.1048 LearningRate 0.0002 Epoch: 19 Global Step: 319020 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:00:59,711-Speed 3336.39 samples/sec Loss 0.1170 LearningRate 0.0002 Epoch: 19 Global Step: 319030 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:02,774-Speed 3343.87 samples/sec Loss 0.0998 LearningRate 0.0002 Epoch: 19 Global Step: 319040 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:05,829-Speed 3352.44 samples/sec Loss 0.1031 LearningRate 0.0002 Epoch: 19 Global Step: 319050 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:08,901-Speed 3334.42 samples/sec Loss 0.1142 LearningRate 0.0002 Epoch: 19 Global Step: 319060 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:12,110-Speed 3191.41 samples/sec Loss 0.1022 LearningRate 0.0002 Epoch: 19 Global Step: 319070 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:01:15,195-Speed 3320.73 samples/sec Loss 0.1069 LearningRate 0.0002 Epoch: 19 Global Step: 319080 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:01:18,274-Speed 3326.72 samples/sec Loss 0.1065 LearningRate 0.0002 Epoch: 19 Global Step: 319090 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:01:21,344-Speed 3336.25 samples/sec Loss 0.1087 LearningRate 0.0002 Epoch: 19 Global Step: 319100 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:24,406-Speed 3344.45 samples/sec Loss 0.0999 LearningRate 0.0002 Epoch: 19 Global Step: 319110 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:27,530-Speed 3278.90 samples/sec Loss 0.0997 LearningRate 0.0002 Epoch: 19 Global Step: 319120 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:30,616-Speed 3318.81 samples/sec Loss 0.1009 LearningRate 0.0002 Epoch: 19 Global Step: 319130 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:33,684-Speed 3338.02 samples/sec Loss 0.1060 LearningRate 0.0002 Epoch: 19 Global Step: 319140 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:36,823-Speed 3263.61 samples/sec Loss 0.1078 LearningRate 0.0002 Epoch: 19 Global Step: 319150 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:39,891-Speed 3338.42 samples/sec Loss 0.0995 LearningRate 0.0002 Epoch: 19 Global Step: 319160 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:42,963-Speed 3334.51 samples/sec Loss 0.1082 LearningRate 0.0002 Epoch: 19 Global Step: 319170 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:46,025-Speed 3344.00 samples/sec Loss 0.1132 LearningRate 0.0002 Epoch: 19 Global Step: 319180 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:49,090-Speed 3342.06 samples/sec Loss 0.1073 LearningRate 0.0002 Epoch: 19 Global Step: 319190 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:52,169-Speed 3326.33 samples/sec Loss 0.0948 LearningRate 0.0002 Epoch: 19 Global Step: 319200 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:55,252-Speed 3322.32 samples/sec Loss 0.1081 LearningRate 0.0002 Epoch: 19 Global Step: 319210 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:01:58,410-Speed 3243.61 samples/sec Loss 0.1080 LearningRate 0.0002 Epoch: 19 Global Step: 319220 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:01,685-Speed 3127.04 samples/sec Loss 0.1091 LearningRate 0.0002 Epoch: 19 Global Step: 319230 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:04,758-Speed 3333.67 samples/sec Loss 0.1049 LearningRate 0.0002 Epoch: 19 Global Step: 319240 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:07,829-Speed 3335.22 samples/sec Loss 0.1012 LearningRate 0.0002 Epoch: 19 Global Step: 319250 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:10,895-Speed 3340.69 samples/sec Loss 0.1074 LearningRate 0.0002 Epoch: 19 Global Step: 319260 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:13,988-Speed 3310.58 samples/sec Loss 0.0997 LearningRate 0.0002 Epoch: 19 Global Step: 319270 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:17,052-Speed 3343.02 samples/sec Loss 0.0959 LearningRate 0.0002 Epoch: 19 Global Step: 319280 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:20,110-Speed 3349.39 samples/sec Loss 0.1100 LearningRate 0.0002 Epoch: 19 Global Step: 319290 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:23,181-Speed 3335.38 samples/sec Loss 0.1065 LearningRate 0.0002 Epoch: 19 Global Step: 319300 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:02:26,230-Speed 3359.04 samples/sec Loss 0.1076 LearningRate 0.0002 Epoch: 19 Global Step: 319310 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:29,303-Speed 3332.96 samples/sec Loss 0.1120 LearningRate 0.0002 Epoch: 19 Global Step: 319320 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:32,384-Speed 3325.19 samples/sec Loss 0.1067 LearningRate 0.0002 Epoch: 19 Global Step: 319330 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:35,446-Speed 3344.39 samples/sec Loss 0.1188 LearningRate 0.0002 Epoch: 19 Global Step: 319340 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:38,506-Speed 3347.89 samples/sec Loss 0.1016 LearningRate 0.0002 Epoch: 19 Global Step: 319350 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:41,653-Speed 3254.08 samples/sec Loss 0.1081 LearningRate 0.0002 Epoch: 19 Global Step: 319360 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:44,808-Speed 3246.28 samples/sec Loss 0.1070 LearningRate 0.0002 Epoch: 19 Global Step: 319370 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:47,884-Speed 3330.00 samples/sec Loss 0.1074 LearningRate 0.0002 Epoch: 19 Global Step: 319380 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:50,950-Speed 3340.74 samples/sec Loss 0.1095 LearningRate 0.0002 Epoch: 19 Global Step: 319390 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:54,021-Speed 3334.30 samples/sec Loss 0.0942 LearningRate 0.0002 Epoch: 19 Global Step: 319400 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:02:57,124-Speed 3301.29 samples/sec Loss 0.0981 LearningRate 0.0002 Epoch: 19 Global Step: 319410 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:03:00,297-Speed 3228.80 samples/sec Loss 0.1019 LearningRate 0.0002 Epoch: 19 Global Step: 319420 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:03:03,529-Speed 3168.79 samples/sec Loss 0.0970 LearningRate 0.0002 Epoch: 19 Global Step: 319430 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:03:06,635-Speed 3297.86 samples/sec Loss 0.0949 LearningRate 0.0002 Epoch: 19 Global Step: 319440 Fp16 Grad Scale: 262144 Required: 2 hours Training: 2022-04-12 09:03:09,689-Speed 3354.13 samples/sec Loss 0.1103 LearningRate 0.0002 Epoch: 19 Global Step: 319450 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:03:12,787-Speed 3305.56 samples/sec Loss 0.0927 LearningRate 0.0002 Epoch: 19 Global Step: 319460 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:03:15,904-Speed 3286.37 samples/sec Loss 0.0995 LearningRate 0.0002 Epoch: 19 Global Step: 319470 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:18,977-Speed 3333.47 samples/sec Loss 0.1198 LearningRate 0.0002 Epoch: 19 Global Step: 319480 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:22,042-Speed 3340.72 samples/sec Loss 0.1019 LearningRate 0.0002 Epoch: 19 Global Step: 319490 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:25,112-Speed 3336.83 samples/sec Loss 0.1155 LearningRate 0.0002 Epoch: 19 Global Step: 319500 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:28,181-Speed 3337.01 samples/sec Loss 0.1000 LearningRate 0.0002 Epoch: 19 Global Step: 319510 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:31,270-Speed 3316.45 samples/sec Loss 0.1055 LearningRate 0.0002 Epoch: 19 Global Step: 319520 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:34,407-Speed 3264.65 samples/sec Loss 0.0957 LearningRate 0.0002 Epoch: 19 Global Step: 319530 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:37,481-Speed 3332.58 samples/sec Loss 0.1103 LearningRate 0.0002 Epoch: 19 Global Step: 319540 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:40,540-Speed 3348.04 samples/sec Loss 0.1046 LearningRate 0.0002 Epoch: 19 Global Step: 319550 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:43,607-Speed 3338.94 samples/sec Loss 0.1082 LearningRate 0.0002 Epoch: 19 Global Step: 319560 Fp16 Grad Scale: 65536 Required: 2 hours Training: 2022-04-12 09:03:46,698-Speed 3313.89 samples/sec Loss 0.0938 LearningRate 0.0002 Epoch: 19 Global Step: 319570 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:03:49,761-Speed 3344.49 samples/sec Loss 0.1042 LearningRate 0.0002 Epoch: 19 Global Step: 319580 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:03:52,857-Speed 3308.28 samples/sec Loss 0.0925 LearningRate 0.0002 Epoch: 19 Global Step: 319590 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:03:55,972-Speed 3287.56 samples/sec Loss 0.1019 LearningRate 0.0002 Epoch: 19 Global Step: 319600 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:03:59,052-Speed 3325.40 samples/sec Loss 0.0963 LearningRate 0.0002 Epoch: 19 Global Step: 319610 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:04:02,148-Speed 3307.90 samples/sec Loss 0.1010 LearningRate 0.0002 Epoch: 19 Global Step: 319620 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:04:05,210-Speed 3345.39 samples/sec Loss 0.0999 LearningRate 0.0002 Epoch: 19 Global Step: 319630 Fp16 Grad Scale: 131072 Required: 2 hours Training: 2022-04-12 09:04:08,280-Speed 3336.09 samples/sec Loss 0.0998 LearningRate 0.0002 Epoch: 19 Global Step: 319640 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:11,340-Speed 3346.92 samples/sec Loss 0.1082 LearningRate 0.0002 Epoch: 19 Global Step: 319650 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:14,407-Speed 3339.75 samples/sec Loss 0.1116 LearningRate 0.0002 Epoch: 19 Global Step: 319660 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:17,466-Speed 3349.25 samples/sec Loss 0.1162 LearningRate 0.0002 Epoch: 19 Global Step: 319670 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:04:20,650-Speed 3216.27 samples/sec Loss 0.0970 LearningRate 0.0002 Epoch: 19 Global Step: 319680 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:04:23,723-Speed 3333.17 samples/sec Loss 0.1070 LearningRate 0.0002 Epoch: 19 Global Step: 319690 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:26,782-Speed 3348.17 samples/sec Loss 0.1021 LearningRate 0.0002 Epoch: 19 Global Step: 319700 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:29,849-Speed 3339.07 samples/sec Loss 0.1018 LearningRate 0.0002 Epoch: 19 Global Step: 319710 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:32,921-Speed 3334.37 samples/sec Loss 0.1122 LearningRate 0.0002 Epoch: 19 Global Step: 319720 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:35,995-Speed 3331.63 samples/sec Loss 0.1029 LearningRate 0.0002 Epoch: 19 Global Step: 319730 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:39,065-Speed 3336.48 samples/sec Loss 0.1127 LearningRate 0.0002 Epoch: 19 Global Step: 319740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:42,123-Speed 3349.61 samples/sec Loss 0.0945 LearningRate 0.0002 Epoch: 19 Global Step: 319750 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:45,261-Speed 3264.75 samples/sec Loss 0.0983 LearningRate 0.0002 Epoch: 19 Global Step: 319760 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:48,397-Speed 3265.41 samples/sec Loss 0.1021 LearningRate 0.0002 Epoch: 19 Global Step: 319770 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:51,557-Speed 3241.41 samples/sec Loss 0.1003 LearningRate 0.0002 Epoch: 19 Global Step: 319780 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:04:54,624-Speed 3339.84 samples/sec Loss 0.1024 LearningRate 0.0002 Epoch: 19 Global Step: 319790 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:04:57,696-Speed 3333.90 samples/sec Loss 0.1098 LearningRate 0.0002 Epoch: 19 Global Step: 319800 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:05:00,796-Speed 3303.02 samples/sec Loss 0.0960 LearningRate 0.0002 Epoch: 19 Global Step: 319810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:03,884-Speed 3317.85 samples/sec Loss 0.1055 LearningRate 0.0002 Epoch: 19 Global Step: 319820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:06,989-Speed 3298.05 samples/sec Loss 0.1182 LearningRate 0.0002 Epoch: 19 Global Step: 319830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:10,061-Speed 3334.17 samples/sec Loss 0.1008 LearningRate 0.0002 Epoch: 19 Global Step: 319840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:13,245-Speed 3217.77 samples/sec Loss 0.0991 LearningRate 0.0002 Epoch: 19 Global Step: 319850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:16,351-Speed 3296.99 samples/sec Loss 0.1107 LearningRate 0.0002 Epoch: 19 Global Step: 319860 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:19,602-Speed 3150.12 samples/sec Loss 0.1001 LearningRate 0.0002 Epoch: 19 Global Step: 319870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:22,817-Speed 3185.69 samples/sec Loss 0.1060 LearningRate 0.0002 Epoch: 19 Global Step: 319880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:26,002-Speed 3216.02 samples/sec Loss 0.0992 LearningRate 0.0002 Epoch: 19 Global Step: 319890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:29,117-Speed 3288.01 samples/sec Loss 0.0938 LearningRate 0.0002 Epoch: 19 Global Step: 319900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:32,192-Speed 3330.99 samples/sec Loss 0.1082 LearningRate 0.0002 Epoch: 19 Global Step: 319910 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:35,268-Speed 3330.18 samples/sec Loss 0.1036 LearningRate 0.0002 Epoch: 19 Global Step: 319920 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:38,342-Speed 3332.25 samples/sec Loss 0.0961 LearningRate 0.0002 Epoch: 19 Global Step: 319930 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:41,477-Speed 3267.55 samples/sec Loss 0.1022 LearningRate 0.0002 Epoch: 19 Global Step: 319940 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:44,537-Speed 3346.49 samples/sec Loss 0.1043 LearningRate 0.0002 Epoch: 19 Global Step: 319950 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:05:47,594-Speed 3351.10 samples/sec Loss 0.1175 LearningRate 0.0002 Epoch: 19 Global Step: 319960 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:05:50,666-Speed 3333.71 samples/sec Loss 0.1129 LearningRate 0.0002 Epoch: 19 Global Step: 319970 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:05:53,758-Speed 3312.21 samples/sec Loss 0.1061 LearningRate 0.0002 Epoch: 19 Global Step: 319980 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:05:56,831-Speed 3332.80 samples/sec Loss 0.1026 LearningRate 0.0002 Epoch: 19 Global Step: 319990 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:05:59,904-Speed 3333.54 samples/sec Loss 0.1044 LearningRate 0.0002 Epoch: 19 Global Step: 320000 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:06:43,760-[lfw][320000]XNorm: 20.726945 Training: 2022-04-12 09:06:43,760-[lfw][320000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 09:06:43,761-[lfw][320000]Accuracy-Highest: 0.99817 Training: 2022-04-12 09:07:34,591-[cfp_fp][320000]XNorm: 22.576026 Training: 2022-04-12 09:07:34,592-[cfp_fp][320000]Accuracy-Flip: 0.99129+-0.00347 Training: 2022-04-12 09:07:34,592-[cfp_fp][320000]Accuracy-Highest: 0.99200 Training: 2022-04-12 09:08:18,031-[agedb_30][320000]XNorm: 22.776800 Training: 2022-04-12 09:08:18,031-[agedb_30][320000]Accuracy-Flip: 0.98467+-0.00670 Training: 2022-04-12 09:08:18,032-[agedb_30][320000]Accuracy-Highest: 0.98650 Training: 2022-04-12 09:08:21,094-Speed 72.53 samples/sec Loss 0.1043 LearningRate 0.0002 Epoch: 19 Global Step: 320010 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:08:24,163-Speed 3337.27 samples/sec Loss 0.0976 LearningRate 0.0002 Epoch: 19 Global Step: 320020 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:08:27,291-Speed 3274.85 samples/sec Loss 0.1045 LearningRate 0.0002 Epoch: 19 Global Step: 320030 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:08:30,359-Speed 3338.25 samples/sec Loss 0.0987 LearningRate 0.0002 Epoch: 19 Global Step: 320040 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:08:33,417-Speed 3348.86 samples/sec Loss 0.0986 LearningRate 0.0002 Epoch: 19 Global Step: 320050 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:08:36,518-Speed 3303.84 samples/sec Loss 0.1042 LearningRate 0.0002 Epoch: 19 Global Step: 320060 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:08:39,582-Speed 3342.57 samples/sec Loss 0.1091 LearningRate 0.0002 Epoch: 19 Global Step: 320070 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:08:42,732-Speed 3251.67 samples/sec Loss 0.1106 LearningRate 0.0002 Epoch: 19 Global Step: 320080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:08:45,866-Speed 3267.87 samples/sec Loss 0.1103 LearningRate 0.0002 Epoch: 19 Global Step: 320090 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:08:48,950-Speed 3321.07 samples/sec Loss 0.0962 LearningRate 0.0002 Epoch: 19 Global Step: 320100 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:08:52,011-Speed 3345.53 samples/sec Loss 0.0979 LearningRate 0.0002 Epoch: 19 Global Step: 320110 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:08:55,073-Speed 3345.90 samples/sec Loss 0.1025 LearningRate 0.0002 Epoch: 19 Global Step: 320120 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:08:58,136-Speed 3343.33 samples/sec Loss 0.1100 LearningRate 0.0002 Epoch: 19 Global Step: 320130 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:01,194-Speed 3349.46 samples/sec Loss 0.0944 LearningRate 0.0002 Epoch: 19 Global Step: 320140 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:04,271-Speed 3328.75 samples/sec Loss 0.1028 LearningRate 0.0002 Epoch: 19 Global Step: 320150 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:07,342-Speed 3335.63 samples/sec Loss 0.1202 LearningRate 0.0002 Epoch: 19 Global Step: 320160 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:09:10,407-Speed 3340.82 samples/sec Loss 0.1138 LearningRate 0.0002 Epoch: 19 Global Step: 320170 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:09:13,576-Speed 3232.40 samples/sec Loss 0.1142 LearningRate 0.0002 Epoch: 19 Global Step: 320180 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:09:16,654-Speed 3327.75 samples/sec Loss 0.1100 LearningRate 0.0002 Epoch: 19 Global Step: 320190 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:19,726-Speed 3334.41 samples/sec Loss 0.1117 LearningRate 0.0002 Epoch: 19 Global Step: 320200 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:22,832-Speed 3297.53 samples/sec Loss 0.1080 LearningRate 0.0002 Epoch: 19 Global Step: 320210 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:25,892-Speed 3347.62 samples/sec Loss 0.1023 LearningRate 0.0002 Epoch: 19 Global Step: 320220 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:28,950-Speed 3349.28 samples/sec Loss 0.1253 LearningRate 0.0002 Epoch: 19 Global Step: 320230 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:32,072-Speed 3280.76 samples/sec Loss 0.1130 LearningRate 0.0002 Epoch: 19 Global Step: 320240 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:35,142-Speed 3335.32 samples/sec Loss 0.1034 LearningRate 0.0002 Epoch: 19 Global Step: 320250 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:38,201-Speed 3348.88 samples/sec Loss 0.1060 LearningRate 0.0002 Epoch: 19 Global Step: 320260 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:41,271-Speed 3335.46 samples/sec Loss 0.1136 LearningRate 0.0002 Epoch: 19 Global Step: 320270 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:44,348-Speed 3328.84 samples/sec Loss 0.1055 LearningRate 0.0002 Epoch: 19 Global Step: 320280 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:47,424-Speed 3329.56 samples/sec Loss 0.1073 LearningRate 0.0002 Epoch: 19 Global Step: 320290 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:09:50,516-Speed 3313.34 samples/sec Loss 0.1055 LearningRate 0.0002 Epoch: 19 Global Step: 320300 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:09:53,574-Speed 3349.16 samples/sec Loss 0.1017 LearningRate 0.0002 Epoch: 19 Global Step: 320310 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:09:56,632-Speed 3349.14 samples/sec Loss 0.1010 LearningRate 0.0002 Epoch: 19 Global Step: 320320 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:09:59,693-Speed 3346.91 samples/sec Loss 0.0918 LearningRate 0.0002 Epoch: 19 Global Step: 320330 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:02,748-Speed 3351.83 samples/sec Loss 0.1011 LearningRate 0.0002 Epoch: 19 Global Step: 320340 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:05,809-Speed 3346.17 samples/sec Loss 0.1014 LearningRate 0.0002 Epoch: 19 Global Step: 320350 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:08,867-Speed 3349.72 samples/sec Loss 0.1127 LearningRate 0.0002 Epoch: 19 Global Step: 320360 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:11,922-Speed 3351.83 samples/sec Loss 0.0951 LearningRate 0.0002 Epoch: 19 Global Step: 320370 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:14,981-Speed 3348.47 samples/sec Loss 0.0947 LearningRate 0.0002 Epoch: 19 Global Step: 320380 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:18,103-Speed 3280.40 samples/sec Loss 0.1112 LearningRate 0.0002 Epoch: 19 Global Step: 320390 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:21,188-Speed 3320.09 samples/sec Loss 0.0995 LearningRate 0.0002 Epoch: 19 Global Step: 320400 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:10:24,278-Speed 3315.48 samples/sec Loss 0.1022 LearningRate 0.0002 Epoch: 19 Global Step: 320410 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:27,378-Speed 3304.03 samples/sec Loss 0.1016 LearningRate 0.0002 Epoch: 19 Global Step: 320420 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:30,563-Speed 3215.84 samples/sec Loss 0.1020 LearningRate 0.0002 Epoch: 19 Global Step: 320430 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:33,686-Speed 3279.67 samples/sec Loss 0.1015 LearningRate 0.0002 Epoch: 19 Global Step: 320440 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:36,839-Speed 3248.11 samples/sec Loss 0.0964 LearningRate 0.0002 Epoch: 19 Global Step: 320450 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:39,895-Speed 3351.65 samples/sec Loss 0.1047 LearningRate 0.0002 Epoch: 19 Global Step: 320460 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:42,950-Speed 3352.80 samples/sec Loss 0.1015 LearningRate 0.0002 Epoch: 19 Global Step: 320470 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:46,018-Speed 3337.59 samples/sec Loss 0.0987 LearningRate 0.0002 Epoch: 19 Global Step: 320480 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:49,169-Speed 3251.58 samples/sec Loss 0.1089 LearningRate 0.0002 Epoch: 19 Global Step: 320490 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:52,267-Speed 3306.17 samples/sec Loss 0.1057 LearningRate 0.0002 Epoch: 19 Global Step: 320500 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:10:55,343-Speed 3329.08 samples/sec Loss 0.1033 LearningRate 0.0002 Epoch: 19 Global Step: 320510 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:10:58,405-Speed 3344.79 samples/sec Loss 0.0965 LearningRate 0.0002 Epoch: 19 Global Step: 320520 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:11:01,463-Speed 3349.82 samples/sec Loss 0.1084 LearningRate 0.0002 Epoch: 19 Global Step: 320530 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:11:04,585-Speed 3280.34 samples/sec Loss 0.0982 LearningRate 0.0002 Epoch: 19 Global Step: 320540 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:11:07,679-Speed 3310.51 samples/sec Loss 0.0976 LearningRate 0.0002 Epoch: 19 Global Step: 320550 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:11:10,723-Speed 3364.66 samples/sec Loss 0.1024 LearningRate 0.0002 Epoch: 19 Global Step: 320560 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:13,778-Speed 3353.14 samples/sec Loss 0.0959 LearningRate 0.0002 Epoch: 19 Global Step: 320570 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:16,874-Speed 3308.49 samples/sec Loss 0.0955 LearningRate 0.0002 Epoch: 19 Global Step: 320580 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:19,959-Speed 3319.70 samples/sec Loss 0.1045 LearningRate 0.0002 Epoch: 19 Global Step: 320590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:23,033-Speed 3331.55 samples/sec Loss 0.1049 LearningRate 0.0002 Epoch: 19 Global Step: 320600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:26,139-Speed 3297.75 samples/sec Loss 0.1057 LearningRate 0.0002 Epoch: 19 Global Step: 320610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:29,199-Speed 3347.60 samples/sec Loss 0.1010 LearningRate 0.0002 Epoch: 19 Global Step: 320620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:32,274-Speed 3330.73 samples/sec Loss 0.1000 LearningRate 0.0002 Epoch: 19 Global Step: 320630 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:35,348-Speed 3331.79 samples/sec Loss 0.1087 LearningRate 0.0002 Epoch: 19 Global Step: 320640 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:38,418-Speed 3336.67 samples/sec Loss 0.1051 LearningRate 0.0002 Epoch: 19 Global Step: 320650 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:41,478-Speed 3347.20 samples/sec Loss 0.1064 LearningRate 0.0002 Epoch: 19 Global Step: 320660 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:11:44,533-Speed 3353.10 samples/sec Loss 0.1054 LearningRate 0.0002 Epoch: 19 Global Step: 320670 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:11:47,577-Speed 3364.37 samples/sec Loss 0.1039 LearningRate 0.0002 Epoch: 19 Global Step: 320680 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:50,670-Speed 3311.33 samples/sec Loss 0.0995 LearningRate 0.0002 Epoch: 19 Global Step: 320690 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:53,728-Speed 3349.79 samples/sec Loss 0.1024 LearningRate 0.0002 Epoch: 19 Global Step: 320700 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:56,793-Speed 3341.42 samples/sec Loss 0.1009 LearningRate 0.0002 Epoch: 19 Global Step: 320710 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:11:59,871-Speed 3327.87 samples/sec Loss 0.0988 LearningRate 0.0002 Epoch: 19 Global Step: 320720 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:02,927-Speed 3351.08 samples/sec Loss 0.1073 LearningRate 0.0002 Epoch: 19 Global Step: 320730 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:05,991-Speed 3342.44 samples/sec Loss 0.0987 LearningRate 0.0002 Epoch: 19 Global Step: 320740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:09,049-Speed 3349.74 samples/sec Loss 0.1041 LearningRate 0.0002 Epoch: 19 Global Step: 320750 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:12,108-Speed 3347.98 samples/sec Loss 0.0965 LearningRate 0.0002 Epoch: 19 Global Step: 320760 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:15,192-Speed 3321.85 samples/sec Loss 0.0997 LearningRate 0.0002 Epoch: 19 Global Step: 320770 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:18,264-Speed 3334.26 samples/sec Loss 0.1088 LearningRate 0.0002 Epoch: 19 Global Step: 320780 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:12:21,319-Speed 3352.67 samples/sec Loss 0.0962 LearningRate 0.0002 Epoch: 19 Global Step: 320790 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:12:24,393-Speed 3331.35 samples/sec Loss 0.1049 LearningRate 0.0002 Epoch: 19 Global Step: 320800 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:12:27,439-Speed 3362.47 samples/sec Loss 0.1025 LearningRate 0.0002 Epoch: 19 Global Step: 320810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:30,519-Speed 3325.65 samples/sec Loss 0.1054 LearningRate 0.0002 Epoch: 19 Global Step: 320820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:33,591-Speed 3334.12 samples/sec Loss 0.1048 LearningRate 0.0002 Epoch: 19 Global Step: 320830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:36,764-Speed 3227.95 samples/sec Loss 0.1033 LearningRate 0.0002 Epoch: 19 Global Step: 320840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:39,856-Speed 3312.42 samples/sec Loss 0.0995 LearningRate 0.0002 Epoch: 19 Global Step: 320850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:42,949-Speed 3312.13 samples/sec Loss 0.1161 LearningRate 0.0002 Epoch: 19 Global Step: 320860 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:46,013-Speed 3342.71 samples/sec Loss 0.1010 LearningRate 0.0002 Epoch: 19 Global Step: 320870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:49,074-Speed 3345.38 samples/sec Loss 0.1029 LearningRate 0.0002 Epoch: 19 Global Step: 320880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:52,128-Speed 3353.75 samples/sec Loss 0.1009 LearningRate 0.0002 Epoch: 19 Global Step: 320890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:55,188-Speed 3347.20 samples/sec Loss 0.1045 LearningRate 0.0001 Epoch: 19 Global Step: 320900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:12:58,244-Speed 3351.38 samples/sec Loss 0.1034 LearningRate 0.0001 Epoch: 19 Global Step: 320910 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:13:01,296-Speed 3356.44 samples/sec Loss 0.1104 LearningRate 0.0001 Epoch: 19 Global Step: 320920 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:04,359-Speed 3343.70 samples/sec Loss 0.1063 LearningRate 0.0001 Epoch: 19 Global Step: 320930 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:07,421-Speed 3345.18 samples/sec Loss 0.1047 LearningRate 0.0001 Epoch: 19 Global Step: 320940 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:10,641-Speed 3181.54 samples/sec Loss 0.0989 LearningRate 0.0001 Epoch: 19 Global Step: 320950 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:13,704-Speed 3343.77 samples/sec Loss 0.1080 LearningRate 0.0001 Epoch: 19 Global Step: 320960 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:16,763-Speed 3348.02 samples/sec Loss 0.1072 LearningRate 0.0001 Epoch: 19 Global Step: 320970 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:19,867-Speed 3299.15 samples/sec Loss 0.1111 LearningRate 0.0001 Epoch: 19 Global Step: 320980 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:22,943-Speed 3330.44 samples/sec Loss 0.1001 LearningRate 0.0001 Epoch: 19 Global Step: 320990 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:26,020-Speed 3328.22 samples/sec Loss 0.1017 LearningRate 0.0001 Epoch: 19 Global Step: 321000 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:29,084-Speed 3342.66 samples/sec Loss 0.1067 LearningRate 0.0001 Epoch: 19 Global Step: 321010 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:32,174-Speed 3314.18 samples/sec Loss 0.1109 LearningRate 0.0001 Epoch: 19 Global Step: 321020 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:13:35,229-Speed 3353.92 samples/sec Loss 0.0980 LearningRate 0.0001 Epoch: 19 Global Step: 321030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:38,300-Speed 3335.10 samples/sec Loss 0.0992 LearningRate 0.0001 Epoch: 19 Global Step: 321040 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:41,353-Speed 3355.37 samples/sec Loss 0.0980 LearningRate 0.0001 Epoch: 19 Global Step: 321050 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:44,408-Speed 3352.61 samples/sec Loss 0.1095 LearningRate 0.0001 Epoch: 19 Global Step: 321060 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:47,463-Speed 3352.21 samples/sec Loss 0.1157 LearningRate 0.0001 Epoch: 19 Global Step: 321070 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:50,526-Speed 3343.61 samples/sec Loss 0.1034 LearningRate 0.0001 Epoch: 19 Global Step: 321080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:53,593-Speed 3339.74 samples/sec Loss 0.1039 LearningRate 0.0001 Epoch: 19 Global Step: 321090 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:56,711-Speed 3284.93 samples/sec Loss 0.1105 LearningRate 0.0001 Epoch: 19 Global Step: 321100 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:13:59,775-Speed 3342.19 samples/sec Loss 0.1062 LearningRate 0.0001 Epoch: 19 Global Step: 321110 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:02,857-Speed 3323.79 samples/sec Loss 0.1013 LearningRate 0.0001 Epoch: 19 Global Step: 321120 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:05,957-Speed 3304.09 samples/sec Loss 0.1063 LearningRate 0.0001 Epoch: 19 Global Step: 321130 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:14:09,026-Speed 3338.15 samples/sec Loss 0.0985 LearningRate 0.0001 Epoch: 19 Global Step: 321140 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:14:12,095-Speed 3336.71 samples/sec Loss 0.1015 LearningRate 0.0001 Epoch: 19 Global Step: 321150 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:14:15,154-Speed 3348.53 samples/sec Loss 0.1067 LearningRate 0.0001 Epoch: 19 Global Step: 321160 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:14:18,207-Speed 3354.27 samples/sec Loss 0.1165 LearningRate 0.0001 Epoch: 19 Global Step: 321170 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:21,274-Speed 3340.24 samples/sec Loss 0.0996 LearningRate 0.0001 Epoch: 19 Global Step: 321180 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:24,395-Speed 3281.97 samples/sec Loss 0.1002 LearningRate 0.0001 Epoch: 19 Global Step: 321190 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:27,521-Speed 3275.65 samples/sec Loss 0.1066 LearningRate 0.0001 Epoch: 19 Global Step: 321200 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:30,627-Speed 3298.39 samples/sec Loss 0.1026 LearningRate 0.0001 Epoch: 19 Global Step: 321210 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:33,683-Speed 3350.86 samples/sec Loss 0.1072 LearningRate 0.0001 Epoch: 19 Global Step: 321220 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:36,745-Speed 3345.41 samples/sec Loss 0.1115 LearningRate 0.0001 Epoch: 19 Global Step: 321230 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:14:39,813-Speed 3338.32 samples/sec Loss 0.1021 LearningRate 0.0001 Epoch: 19 Global Step: 321240 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:14:42,877-Speed 3345.10 samples/sec Loss 0.1022 LearningRate 0.0001 Epoch: 19 Global Step: 321250 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:14:45,963-Speed 3318.37 samples/sec Loss 0.1122 LearningRate 0.0001 Epoch: 19 Global Step: 321260 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:14:49,021-Speed 3350.23 samples/sec Loss 0.1054 LearningRate 0.0001 Epoch: 19 Global Step: 321270 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:14:52,090-Speed 3336.67 samples/sec Loss 0.1087 LearningRate 0.0001 Epoch: 19 Global Step: 321280 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:14:55,173-Speed 3322.27 samples/sec Loss 0.1092 LearningRate 0.0001 Epoch: 19 Global Step: 321290 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:14:58,251-Speed 3327.86 samples/sec Loss 0.1047 LearningRate 0.0001 Epoch: 19 Global Step: 321300 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:01,354-Speed 3301.09 samples/sec Loss 0.1045 LearningRate 0.0001 Epoch: 19 Global Step: 321310 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:04,449-Speed 3309.49 samples/sec Loss 0.0971 LearningRate 0.0001 Epoch: 19 Global Step: 321320 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:07,578-Speed 3273.05 samples/sec Loss 0.0988 LearningRate 0.0001 Epoch: 19 Global Step: 321330 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:10,662-Speed 3320.74 samples/sec Loss 0.0994 LearningRate 0.0001 Epoch: 19 Global Step: 321340 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:13,748-Speed 3319.65 samples/sec Loss 0.1053 LearningRate 0.0001 Epoch: 19 Global Step: 321350 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:16,804-Speed 3350.89 samples/sec Loss 0.1053 LearningRate 0.0001 Epoch: 19 Global Step: 321360 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:19,884-Speed 3325.41 samples/sec Loss 0.1151 LearningRate 0.0001 Epoch: 19 Global Step: 321370 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:22,976-Speed 3312.76 samples/sec Loss 0.0884 LearningRate 0.0001 Epoch: 19 Global Step: 321380 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:26,057-Speed 3324.62 samples/sec Loss 0.1054 LearningRate 0.0001 Epoch: 19 Global Step: 321390 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:29,116-Speed 3348.74 samples/sec Loss 0.1067 LearningRate 0.0001 Epoch: 19 Global Step: 321400 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:32,239-Speed 3279.70 samples/sec Loss 0.0955 LearningRate 0.0001 Epoch: 19 Global Step: 321410 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:35,409-Speed 3230.82 samples/sec Loss 0.1023 LearningRate 0.0001 Epoch: 19 Global Step: 321420 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:15:38,460-Speed 3356.73 samples/sec Loss 0.1018 LearningRate 0.0001 Epoch: 19 Global Step: 321430 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:41,524-Speed 3343.41 samples/sec Loss 0.1101 LearningRate 0.0001 Epoch: 19 Global Step: 321440 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:44,590-Speed 3339.83 samples/sec Loss 0.1096 LearningRate 0.0001 Epoch: 19 Global Step: 321450 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:47,678-Speed 3317.14 samples/sec Loss 0.1138 LearningRate 0.0001 Epoch: 19 Global Step: 321460 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:50,771-Speed 3311.56 samples/sec Loss 0.1013 LearningRate 0.0001 Epoch: 19 Global Step: 321470 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:53,831-Speed 3347.16 samples/sec Loss 0.0972 LearningRate 0.0001 Epoch: 19 Global Step: 321480 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:56,939-Speed 3295.95 samples/sec Loss 0.1053 LearningRate 0.0001 Epoch: 19 Global Step: 321490 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:15:59,998-Speed 3347.50 samples/sec Loss 0.1071 LearningRate 0.0001 Epoch: 19 Global Step: 321500 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:16:03,062-Speed 3343.33 samples/sec Loss 0.1027 LearningRate 0.0001 Epoch: 19 Global Step: 321510 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:16:06,217-Speed 3245.85 samples/sec Loss 0.0903 LearningRate 0.0001 Epoch: 19 Global Step: 321520 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:16:09,350-Speed 3268.91 samples/sec Loss 0.1047 LearningRate 0.0001 Epoch: 19 Global Step: 321530 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:12,419-Speed 3337.95 samples/sec Loss 0.1084 LearningRate 0.0001 Epoch: 19 Global Step: 321540 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:15,476-Speed 3350.05 samples/sec Loss 0.0981 LearningRate 0.0001 Epoch: 19 Global Step: 321550 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:18,536-Speed 3348.11 samples/sec Loss 0.1061 LearningRate 0.0001 Epoch: 19 Global Step: 321560 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:21,614-Speed 3326.96 samples/sec Loss 0.1073 LearningRate 0.0001 Epoch: 19 Global Step: 321570 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:24,673-Speed 3348.77 samples/sec Loss 0.1010 LearningRate 0.0001 Epoch: 19 Global Step: 321580 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:27,788-Speed 3287.72 samples/sec Loss 0.1116 LearningRate 0.0001 Epoch: 19 Global Step: 321590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:30,851-Speed 3344.13 samples/sec Loss 0.1126 LearningRate 0.0001 Epoch: 19 Global Step: 321600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:33,923-Speed 3333.79 samples/sec Loss 0.1112 LearningRate 0.0001 Epoch: 19 Global Step: 321610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:36,999-Speed 3329.99 samples/sec Loss 0.1057 LearningRate 0.0001 Epoch: 19 Global Step: 321620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:40,071-Speed 3333.38 samples/sec Loss 0.1004 LearningRate 0.0001 Epoch: 19 Global Step: 321630 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:43,182-Speed 3292.84 samples/sec Loss 0.0989 LearningRate 0.0001 Epoch: 19 Global Step: 321640 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:46,246-Speed 3343.56 samples/sec Loss 0.1013 LearningRate 0.0001 Epoch: 19 Global Step: 321650 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:49,317-Speed 3335.29 samples/sec Loss 0.1080 LearningRate 0.0001 Epoch: 19 Global Step: 321660 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:52,376-Speed 3347.80 samples/sec Loss 0.0942 LearningRate 0.0001 Epoch: 19 Global Step: 321670 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:55,438-Speed 3344.93 samples/sec Loss 0.1071 LearningRate 0.0001 Epoch: 19 Global Step: 321680 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:16:58,512-Speed 3331.71 samples/sec Loss 0.1067 LearningRate 0.0001 Epoch: 19 Global Step: 321690 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:17:01,579-Speed 3339.32 samples/sec Loss 0.0993 LearningRate 0.0001 Epoch: 19 Global Step: 321700 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:17:04,672-Speed 3311.03 samples/sec Loss 0.0908 LearningRate 0.0001 Epoch: 19 Global Step: 321710 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:17:07,723-Speed 3356.92 samples/sec Loss 0.1068 LearningRate 0.0001 Epoch: 19 Global Step: 321720 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:10,793-Speed 3336.83 samples/sec Loss 0.1017 LearningRate 0.0001 Epoch: 19 Global Step: 321730 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:13,859-Speed 3341.29 samples/sec Loss 0.0992 LearningRate 0.0001 Epoch: 19 Global Step: 321740 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:16,930-Speed 3335.64 samples/sec Loss 0.1028 LearningRate 0.0001 Epoch: 19 Global Step: 321750 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:20,007-Speed 3328.49 samples/sec Loss 0.1108 LearningRate 0.0001 Epoch: 19 Global Step: 321760 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:23,180-Speed 3227.04 samples/sec Loss 0.0971 LearningRate 0.0001 Epoch: 19 Global Step: 321770 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:26,317-Speed 3265.10 samples/sec Loss 0.1074 LearningRate 0.0001 Epoch: 19 Global Step: 321780 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:29,438-Speed 3281.92 samples/sec Loss 0.1046 LearningRate 0.0001 Epoch: 19 Global Step: 321790 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:32,548-Speed 3293.56 samples/sec Loss 0.1043 LearningRate 0.0001 Epoch: 19 Global Step: 321800 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:35,625-Speed 3327.94 samples/sec Loss 0.0956 LearningRate 0.0001 Epoch: 19 Global Step: 321810 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:39,485-Speed 2653.72 samples/sec Loss 0.0987 LearningRate 0.0001 Epoch: 19 Global Step: 321820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:17:42,547-Speed 3344.36 samples/sec Loss 0.1018 LearningRate 0.0001 Epoch: 19 Global Step: 321830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:17:45,633-Speed 3320.03 samples/sec Loss 0.1031 LearningRate 0.0001 Epoch: 19 Global Step: 321840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:17:48,698-Speed 3340.81 samples/sec Loss 0.1073 LearningRate 0.0001 Epoch: 19 Global Step: 321850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:17:51,765-Speed 3340.46 samples/sec Loss 0.1046 LearningRate 0.0001 Epoch: 19 Global Step: 321860 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:54,833-Speed 3338.44 samples/sec Loss 0.1004 LearningRate 0.0001 Epoch: 19 Global Step: 321870 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:17:57,962-Speed 3273.22 samples/sec Loss 0.1028 LearningRate 0.0001 Epoch: 19 Global Step: 321880 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:01,046-Speed 3321.06 samples/sec Loss 0.1122 LearningRate 0.0001 Epoch: 19 Global Step: 321890 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:04,138-Speed 3312.06 samples/sec Loss 0.1077 LearningRate 0.0001 Epoch: 19 Global Step: 321900 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:07,225-Speed 3318.05 samples/sec Loss 0.1061 LearningRate 0.0001 Epoch: 19 Global Step: 321910 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:10,364-Speed 3262.53 samples/sec Loss 0.1079 LearningRate 0.0001 Epoch: 19 Global Step: 321920 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:13,456-Speed 3312.97 samples/sec Loss 0.0926 LearningRate 0.0001 Epoch: 19 Global Step: 321930 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:16,555-Speed 3305.33 samples/sec Loss 0.1005 LearningRate 0.0001 Epoch: 19 Global Step: 321940 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:19,619-Speed 3342.28 samples/sec Loss 0.1039 LearningRate 0.0001 Epoch: 19 Global Step: 321950 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:18:22,807-Speed 3212.97 samples/sec Loss 0.1001 LearningRate 0.0001 Epoch: 19 Global Step: 321960 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:18:25,871-Speed 3343.08 samples/sec Loss 0.1040 LearningRate 0.0001 Epoch: 19 Global Step: 321970 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:18:28,952-Speed 3324.51 samples/sec Loss 0.1014 LearningRate 0.0001 Epoch: 19 Global Step: 321980 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:18:32,029-Speed 3327.91 samples/sec Loss 0.1068 LearningRate 0.0001 Epoch: 19 Global Step: 321990 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:18:35,116-Speed 3317.63 samples/sec Loss 0.1001 LearningRate 0.0001 Epoch: 19 Global Step: 322000 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:19:18,554-[lfw][322000]XNorm: 20.678382 Training: 2022-04-12 09:19:18,554-[lfw][322000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 09:19:18,555-[lfw][322000]Accuracy-Highest: 0.99817 Training: 2022-04-12 09:20:09,300-[cfp_fp][322000]XNorm: 22.553855 Training: 2022-04-12 09:20:09,300-[cfp_fp][322000]Accuracy-Flip: 0.99186+-0.00356 Training: 2022-04-12 09:20:09,301-[cfp_fp][322000]Accuracy-Highest: 0.99200 Training: 2022-04-12 09:20:52,709-[agedb_30][322000]XNorm: 22.799332 Training: 2022-04-12 09:20:52,709-[agedb_30][322000]Accuracy-Flip: 0.98650+-0.00565 Training: 2022-04-12 09:20:52,710-[agedb_30][322000]Accuracy-Highest: 0.98650 Training: 2022-04-12 09:20:55,779-Speed 72.80 samples/sec Loss 0.1039 LearningRate 0.0001 Epoch: 19 Global Step: 322010 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:20:58,941-Speed 3238.71 samples/sec Loss 0.1092 LearningRate 0.0001 Epoch: 19 Global Step: 322020 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:02,000-Speed 3348.73 samples/sec Loss 0.0996 LearningRate 0.0001 Epoch: 19 Global Step: 322030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:05,050-Speed 3357.69 samples/sec Loss 0.1031 LearningRate 0.0001 Epoch: 19 Global Step: 322040 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:08,101-Speed 3356.71 samples/sec Loss 0.1061 LearningRate 0.0001 Epoch: 19 Global Step: 322050 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:11,155-Speed 3353.89 samples/sec Loss 0.1099 LearningRate 0.0001 Epoch: 19 Global Step: 322060 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:14,237-Speed 3324.09 samples/sec Loss 0.0988 LearningRate 0.0001 Epoch: 19 Global Step: 322070 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:17,296-Speed 3348.01 samples/sec Loss 0.1144 LearningRate 0.0001 Epoch: 19 Global Step: 322080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:20,389-Speed 3311.23 samples/sec Loss 0.0995 LearningRate 0.0001 Epoch: 19 Global Step: 322090 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:23,443-Speed 3353.72 samples/sec Loss 0.0934 LearningRate 0.0001 Epoch: 19 Global Step: 322100 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:26,499-Speed 3351.72 samples/sec Loss 0.0947 LearningRate 0.0001 Epoch: 19 Global Step: 322110 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:29,555-Speed 3351.10 samples/sec Loss 0.1039 LearningRate 0.0001 Epoch: 19 Global Step: 322120 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:32,646-Speed 3313.56 samples/sec Loss 0.0976 LearningRate 0.0001 Epoch: 19 Global Step: 322130 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:35,764-Speed 3284.82 samples/sec Loss 0.1025 LearningRate 0.0001 Epoch: 19 Global Step: 322140 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:38,949-Speed 3216.23 samples/sec Loss 0.0954 LearningRate 0.0001 Epoch: 19 Global Step: 322150 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:42,224-Speed 3127.32 samples/sec Loss 0.0984 LearningRate 0.0001 Epoch: 19 Global Step: 322160 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:21:45,352-Speed 3274.69 samples/sec Loss 0.1057 LearningRate 0.0001 Epoch: 19 Global Step: 322170 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:48,420-Speed 3338.46 samples/sec Loss 0.1031 LearningRate 0.0001 Epoch: 19 Global Step: 322180 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:21:51,473-Speed 3354.99 samples/sec Loss 0.1013 LearningRate 0.0001 Epoch: 19 Global Step: 322190 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:21:54,604-Speed 3271.07 samples/sec Loss 0.1016 LearningRate 0.0001 Epoch: 19 Global Step: 322200 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:21:57,715-Speed 3292.40 samples/sec Loss 0.0974 LearningRate 0.0001 Epoch: 19 Global Step: 322210 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:00,802-Speed 3317.92 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 322220 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:03,900-Speed 3306.48 samples/sec Loss 0.1160 LearningRate 0.0001 Epoch: 19 Global Step: 322230 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:06,985-Speed 3320.00 samples/sec Loss 0.1097 LearningRate 0.0001 Epoch: 19 Global Step: 322240 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:10,149-Speed 3237.08 samples/sec Loss 0.1094 LearningRate 0.0001 Epoch: 19 Global Step: 322250 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:13,213-Speed 3342.90 samples/sec Loss 0.1116 LearningRate 0.0001 Epoch: 19 Global Step: 322260 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:16,280-Speed 3339.51 samples/sec Loss 0.1062 LearningRate 0.0001 Epoch: 19 Global Step: 322270 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:19,385-Speed 3298.22 samples/sec Loss 0.1101 LearningRate 0.0001 Epoch: 19 Global Step: 322280 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:22:22,527-Speed 3260.60 samples/sec Loss 0.1034 LearningRate 0.0001 Epoch: 19 Global Step: 322290 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:25,588-Speed 3345.38 samples/sec Loss 0.1132 LearningRate 0.0001 Epoch: 19 Global Step: 322300 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:28,701-Speed 3289.89 samples/sec Loss 0.1030 LearningRate 0.0001 Epoch: 19 Global Step: 322310 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:31,771-Speed 3336.58 samples/sec Loss 0.1097 LearningRate 0.0001 Epoch: 19 Global Step: 322320 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:34,854-Speed 3323.02 samples/sec Loss 0.1005 LearningRate 0.0001 Epoch: 19 Global Step: 322330 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:37,946-Speed 3312.36 samples/sec Loss 0.1018 LearningRate 0.0001 Epoch: 19 Global Step: 322340 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:41,014-Speed 3338.35 samples/sec Loss 0.1073 LearningRate 0.0001 Epoch: 19 Global Step: 322350 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:44,102-Speed 3316.62 samples/sec Loss 0.0949 LearningRate 0.0001 Epoch: 19 Global Step: 322360 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:47,170-Speed 3338.21 samples/sec Loss 0.1037 LearningRate 0.0001 Epoch: 19 Global Step: 322370 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:50,251-Speed 3324.53 samples/sec Loss 0.1092 LearningRate 0.0001 Epoch: 19 Global Step: 322380 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:22:53,316-Speed 3341.26 samples/sec Loss 0.1000 LearningRate 0.0001 Epoch: 19 Global Step: 322390 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:22:56,370-Speed 3353.56 samples/sec Loss 0.1032 LearningRate 0.0001 Epoch: 19 Global Step: 322400 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:22:59,436-Speed 3341.99 samples/sec Loss 0.1042 LearningRate 0.0001 Epoch: 19 Global Step: 322410 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:02,499-Speed 3343.31 samples/sec Loss 0.1047 LearningRate 0.0001 Epoch: 19 Global Step: 322420 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:05,571-Speed 3334.29 samples/sec Loss 0.1063 LearningRate 0.0001 Epoch: 19 Global Step: 322430 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:08,615-Speed 3364.31 samples/sec Loss 0.1187 LearningRate 0.0001 Epoch: 19 Global Step: 322440 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:11,674-Speed 3348.78 samples/sec Loss 0.1033 LearningRate 0.0001 Epoch: 19 Global Step: 322450 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:14,735-Speed 3345.25 samples/sec Loss 0.0997 LearningRate 0.0001 Epoch: 19 Global Step: 322460 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:17,812-Speed 3329.52 samples/sec Loss 0.1158 LearningRate 0.0001 Epoch: 19 Global Step: 322470 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:20,875-Speed 3343.19 samples/sec Loss 0.0944 LearningRate 0.0001 Epoch: 19 Global Step: 322480 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:23,960-Speed 3320.55 samples/sec Loss 0.1116 LearningRate 0.0001 Epoch: 19 Global Step: 322490 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:27,024-Speed 3342.17 samples/sec Loss 0.1003 LearningRate 0.0001 Epoch: 19 Global Step: 322500 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:30,100-Speed 3330.22 samples/sec Loss 0.1051 LearningRate 0.0001 Epoch: 19 Global Step: 322510 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:33,162-Speed 3345.30 samples/sec Loss 0.1015 LearningRate 0.0001 Epoch: 19 Global Step: 322520 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:36,226-Speed 3343.01 samples/sec Loss 0.1011 LearningRate 0.0001 Epoch: 19 Global Step: 322530 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:23:39,291-Speed 3341.62 samples/sec Loss 0.1068 LearningRate 0.0001 Epoch: 19 Global Step: 322540 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:42,358-Speed 3338.71 samples/sec Loss 0.1126 LearningRate 0.0001 Epoch: 19 Global Step: 322550 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:45,505-Speed 3255.03 samples/sec Loss 0.0980 LearningRate 0.0001 Epoch: 19 Global Step: 322560 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:48,643-Speed 3263.66 samples/sec Loss 0.1054 LearningRate 0.0001 Epoch: 19 Global Step: 322570 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:51,803-Speed 3241.87 samples/sec Loss 0.1050 LearningRate 0.0001 Epoch: 19 Global Step: 322580 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:55,014-Speed 3189.85 samples/sec Loss 0.1124 LearningRate 0.0001 Epoch: 19 Global Step: 322590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:23:58,094-Speed 3325.02 samples/sec Loss 0.1083 LearningRate 0.0001 Epoch: 19 Global Step: 322600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:01,321-Speed 3173.81 samples/sec Loss 0.1045 LearningRate 0.0001 Epoch: 19 Global Step: 322610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:04,388-Speed 3340.08 samples/sec Loss 0.0989 LearningRate 0.0001 Epoch: 19 Global Step: 322620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:07,450-Speed 3345.37 samples/sec Loss 0.1121 LearningRate 0.0001 Epoch: 19 Global Step: 322630 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:10,555-Speed 3297.61 samples/sec Loss 0.1131 LearningRate 0.0001 Epoch: 19 Global Step: 322640 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:24:13,623-Speed 3338.65 samples/sec Loss 0.1103 LearningRate 0.0001 Epoch: 19 Global Step: 322650 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:16,686-Speed 3344.10 samples/sec Loss 0.0990 LearningRate 0.0001 Epoch: 19 Global Step: 322660 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:19,759-Speed 3332.60 samples/sec Loss 0.1131 LearningRate 0.0001 Epoch: 19 Global Step: 322670 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:22,831-Speed 3334.75 samples/sec Loss 0.1086 LearningRate 0.0001 Epoch: 19 Global Step: 322680 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:25,945-Speed 3289.59 samples/sec Loss 0.1018 LearningRate 0.0001 Epoch: 19 Global Step: 322690 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:29,127-Speed 3218.41 samples/sec Loss 0.1108 LearningRate 0.0001 Epoch: 19 Global Step: 322700 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:32,193-Speed 3340.51 samples/sec Loss 0.1089 LearningRate 0.0001 Epoch: 19 Global Step: 322710 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:35,254-Speed 3346.29 samples/sec Loss 0.1051 LearningRate 0.0001 Epoch: 19 Global Step: 322720 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:38,318-Speed 3342.72 samples/sec Loss 0.1023 LearningRate 0.0001 Epoch: 19 Global Step: 322730 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:41,387-Speed 3337.29 samples/sec Loss 0.1049 LearningRate 0.0001 Epoch: 19 Global Step: 322740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:44,463-Speed 3329.81 samples/sec Loss 0.1126 LearningRate 0.0001 Epoch: 19 Global Step: 322750 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:24:47,535-Speed 3333.17 samples/sec Loss 0.1120 LearningRate 0.0001 Epoch: 19 Global Step: 322760 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:50,613-Speed 3328.41 samples/sec Loss 0.1211 LearningRate 0.0001 Epoch: 19 Global Step: 322770 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:53,739-Speed 3276.98 samples/sec Loss 0.1033 LearningRate 0.0001 Epoch: 19 Global Step: 322780 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:56,814-Speed 3330.91 samples/sec Loss 0.1050 LearningRate 0.0001 Epoch: 19 Global Step: 322790 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:24:59,878-Speed 3342.26 samples/sec Loss 0.0991 LearningRate 0.0001 Epoch: 19 Global Step: 322800 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:02,946-Speed 3338.47 samples/sec Loss 0.0927 LearningRate 0.0001 Epoch: 19 Global Step: 322810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:06,028-Speed 3323.12 samples/sec Loss 0.1004 LearningRate 0.0001 Epoch: 19 Global Step: 322820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:09,110-Speed 3323.60 samples/sec Loss 0.1003 LearningRate 0.0001 Epoch: 19 Global Step: 322830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:12,196-Speed 3318.75 samples/sec Loss 0.1100 LearningRate 0.0001 Epoch: 19 Global Step: 322840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:15,271-Speed 3331.36 samples/sec Loss 0.1028 LearningRate 0.0001 Epoch: 19 Global Step: 322850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:18,362-Speed 3313.34 samples/sec Loss 0.0975 LearningRate 0.0001 Epoch: 19 Global Step: 322860 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:25:21,434-Speed 3334.30 samples/sec Loss 0.1104 LearningRate 0.0001 Epoch: 19 Global Step: 322870 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:25:24,529-Speed 3309.95 samples/sec Loss 0.1123 LearningRate 0.0001 Epoch: 19 Global Step: 322880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:27,605-Speed 3328.54 samples/sec Loss 0.0994 LearningRate 0.0001 Epoch: 19 Global Step: 322890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:30,684-Speed 3326.91 samples/sec Loss 0.0984 LearningRate 0.0001 Epoch: 19 Global Step: 322900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:33,770-Speed 3318.71 samples/sec Loss 0.0966 LearningRate 0.0001 Epoch: 19 Global Step: 322910 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:36,868-Speed 3306.58 samples/sec Loss 0.0985 LearningRate 0.0001 Epoch: 19 Global Step: 322920 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:40,013-Speed 3256.77 samples/sec Loss 0.0923 LearningRate 0.0001 Epoch: 19 Global Step: 322930 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:43,095-Speed 3322.97 samples/sec Loss 0.1080 LearningRate 0.0001 Epoch: 19 Global Step: 322940 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:46,184-Speed 3316.38 samples/sec Loss 0.1094 LearningRate 0.0001 Epoch: 19 Global Step: 322950 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:49,330-Speed 3255.96 samples/sec Loss 0.1039 LearningRate 0.0001 Epoch: 19 Global Step: 322960 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:52,479-Speed 3252.59 samples/sec Loss 0.1010 LearningRate 0.0001 Epoch: 19 Global Step: 322970 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:25:55,592-Speed 3289.68 samples/sec Loss 0.1067 LearningRate 0.0001 Epoch: 19 Global Step: 322980 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:25:58,654-Speed 3345.24 samples/sec Loss 0.0989 LearningRate 0.0001 Epoch: 19 Global Step: 322990 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:01,719-Speed 3341.41 samples/sec Loss 0.1148 LearningRate 0.0001 Epoch: 19 Global Step: 323000 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:04,794-Speed 3330.79 samples/sec Loss 0.1044 LearningRate 0.0001 Epoch: 19 Global Step: 323010 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:07,890-Speed 3308.40 samples/sec Loss 0.0936 LearningRate 0.0001 Epoch: 19 Global Step: 323020 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:10,969-Speed 3326.38 samples/sec Loss 0.1075 LearningRate 0.0001 Epoch: 19 Global Step: 323030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:14,087-Speed 3284.98 samples/sec Loss 0.0995 LearningRate 0.0001 Epoch: 19 Global Step: 323040 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:17,161-Speed 3331.93 samples/sec Loss 0.1025 LearningRate 0.0001 Epoch: 19 Global Step: 323050 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:20,226-Speed 3342.17 samples/sec Loss 0.1016 LearningRate 0.0001 Epoch: 19 Global Step: 323060 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:23,298-Speed 3334.36 samples/sec Loss 0.0973 LearningRate 0.0001 Epoch: 19 Global Step: 323070 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:26,366-Speed 3338.51 samples/sec Loss 0.1028 LearningRate 0.0001 Epoch: 19 Global Step: 323080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:29,503-Speed 3264.42 samples/sec Loss 0.1120 LearningRate 0.0001 Epoch: 19 Global Step: 323090 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:32,633-Speed 3272.07 samples/sec Loss 0.1048 LearningRate 0.0001 Epoch: 19 Global Step: 323100 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:35,726-Speed 3311.98 samples/sec Loss 0.1140 LearningRate 0.0001 Epoch: 19 Global Step: 323110 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:38,815-Speed 3315.08 samples/sec Loss 0.1089 LearningRate 0.0001 Epoch: 19 Global Step: 323120 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:41,880-Speed 3342.04 samples/sec Loss 0.1106 LearningRate 0.0001 Epoch: 19 Global Step: 323130 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:44,979-Speed 3305.63 samples/sec Loss 0.1022 LearningRate 0.0001 Epoch: 19 Global Step: 323140 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:48,051-Speed 3333.42 samples/sec Loss 0.1127 LearningRate 0.0001 Epoch: 19 Global Step: 323150 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:51,114-Speed 3344.26 samples/sec Loss 0.1082 LearningRate 0.0001 Epoch: 19 Global Step: 323160 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:54,189-Speed 3330.38 samples/sec Loss 0.0971 LearningRate 0.0001 Epoch: 19 Global Step: 323170 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:26:57,254-Speed 3341.95 samples/sec Loss 0.1105 LearningRate 0.0001 Epoch: 19 Global Step: 323180 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:00,316-Speed 3344.68 samples/sec Loss 0.1106 LearningRate 0.0001 Epoch: 19 Global Step: 323190 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:03,465-Speed 3252.86 samples/sec Loss 0.0963 LearningRate 0.0001 Epoch: 19 Global Step: 323200 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:06,665-Speed 3200.58 samples/sec Loss 0.1080 LearningRate 0.0001 Epoch: 19 Global Step: 323210 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:09,771-Speed 3297.53 samples/sec Loss 0.1037 LearningRate 0.0001 Epoch: 19 Global Step: 323220 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:12,845-Speed 3332.37 samples/sec Loss 0.1027 LearningRate 0.0001 Epoch: 19 Global Step: 323230 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:15,910-Speed 3341.61 samples/sec Loss 0.1113 LearningRate 0.0001 Epoch: 19 Global Step: 323240 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:19,027-Speed 3286.33 samples/sec Loss 0.1105 LearningRate 0.0001 Epoch: 19 Global Step: 323250 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:22,095-Speed 3338.39 samples/sec Loss 0.1055 LearningRate 0.0001 Epoch: 19 Global Step: 323260 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:25,163-Speed 3338.54 samples/sec Loss 0.0985 LearningRate 0.0001 Epoch: 19 Global Step: 323270 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:28,234-Speed 3334.30 samples/sec Loss 0.0979 LearningRate 0.0001 Epoch: 19 Global Step: 323280 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:31,299-Speed 3342.33 samples/sec Loss 0.1044 LearningRate 0.0001 Epoch: 19 Global Step: 323290 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:27:34,383-Speed 3320.36 samples/sec Loss 0.1136 LearningRate 0.0001 Epoch: 19 Global Step: 323300 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:27:37,448-Speed 3342.87 samples/sec Loss 0.1024 LearningRate 0.0001 Epoch: 19 Global Step: 323310 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:40,525-Speed 3328.50 samples/sec Loss 0.1094 LearningRate 0.0001 Epoch: 19 Global Step: 323320 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:43,588-Speed 3343.84 samples/sec Loss 0.1027 LearningRate 0.0001 Epoch: 19 Global Step: 323330 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:46,664-Speed 3328.90 samples/sec Loss 0.0998 LearningRate 0.0001 Epoch: 19 Global Step: 323340 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:49,738-Speed 3331.93 samples/sec Loss 0.1068 LearningRate 0.0001 Epoch: 19 Global Step: 323350 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:52,813-Speed 3331.55 samples/sec Loss 0.1060 LearningRate 0.0001 Epoch: 19 Global Step: 323360 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:55,879-Speed 3340.66 samples/sec Loss 0.1099 LearningRate 0.0001 Epoch: 19 Global Step: 323370 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:27:58,977-Speed 3305.42 samples/sec Loss 0.1036 LearningRate 0.0001 Epoch: 19 Global Step: 323380 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:02,045-Speed 3338.85 samples/sec Loss 0.0999 LearningRate 0.0001 Epoch: 19 Global Step: 323390 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:05,121-Speed 3329.59 samples/sec Loss 0.0960 LearningRate 0.0001 Epoch: 19 Global Step: 323400 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:08,189-Speed 3338.30 samples/sec Loss 0.0973 LearningRate 0.0001 Epoch: 19 Global Step: 323410 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:28:11,242-Speed 3355.82 samples/sec Loss 0.1005 LearningRate 0.0001 Epoch: 19 Global Step: 323420 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:14,308-Speed 3340.54 samples/sec Loss 0.1030 LearningRate 0.0001 Epoch: 19 Global Step: 323430 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:17,382-Speed 3331.70 samples/sec Loss 0.0985 LearningRate 0.0001 Epoch: 19 Global Step: 323440 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:20,448-Speed 3340.01 samples/sec Loss 0.0993 LearningRate 0.0001 Epoch: 19 Global Step: 323450 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:23,522-Speed 3331.73 samples/sec Loss 0.1078 LearningRate 0.0001 Epoch: 19 Global Step: 323460 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:26,587-Speed 3342.72 samples/sec Loss 0.1063 LearningRate 0.0001 Epoch: 19 Global Step: 323470 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:29,652-Speed 3341.67 samples/sec Loss 0.1040 LearningRate 0.0001 Epoch: 19 Global Step: 323480 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:28:32,706-Speed 3353.83 samples/sec Loss 0.1106 LearningRate 0.0001 Epoch: 19 Global Step: 323490 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:35,771-Speed 3342.38 samples/sec Loss 0.1016 LearningRate 0.0001 Epoch: 19 Global Step: 323500 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:38,869-Speed 3306.16 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 323510 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:41,969-Speed 3303.80 samples/sec Loss 0.0988 LearningRate 0.0001 Epoch: 19 Global Step: 323520 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:45,128-Speed 3241.86 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 323530 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:48,198-Speed 3336.07 samples/sec Loss 0.0990 LearningRate 0.0001 Epoch: 19 Global Step: 323540 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:51,289-Speed 3313.43 samples/sec Loss 0.1093 LearningRate 0.0001 Epoch: 19 Global Step: 323550 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:54,352-Speed 3344.90 samples/sec Loss 0.0995 LearningRate 0.0001 Epoch: 19 Global Step: 323560 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:28:57,424-Speed 3333.80 samples/sec Loss 0.1069 LearningRate 0.0001 Epoch: 19 Global Step: 323570 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:00,489-Speed 3341.26 samples/sec Loss 0.1070 LearningRate 0.0001 Epoch: 19 Global Step: 323580 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:03,557-Speed 3338.78 samples/sec Loss 0.0932 LearningRate 0.0001 Epoch: 19 Global Step: 323590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:06,643-Speed 3319.14 samples/sec Loss 0.0950 LearningRate 0.0001 Epoch: 19 Global Step: 323600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:09,710-Speed 3339.07 samples/sec Loss 0.1059 LearningRate 0.0001 Epoch: 19 Global Step: 323610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:12,783-Speed 3333.04 samples/sec Loss 0.0997 LearningRate 0.0001 Epoch: 19 Global Step: 323620 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:15,845-Speed 3344.82 samples/sec Loss 0.1112 LearningRate 0.0001 Epoch: 19 Global Step: 323630 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:18,934-Speed 3316.11 samples/sec Loss 0.0999 LearningRate 0.0001 Epoch: 19 Global Step: 323640 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:21,998-Speed 3343.20 samples/sec Loss 0.1022 LearningRate 0.0001 Epoch: 19 Global Step: 323650 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:25,067-Speed 3337.77 samples/sec Loss 0.0957 LearningRate 0.0001 Epoch: 19 Global Step: 323660 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:28,130-Speed 3343.19 samples/sec Loss 0.1024 LearningRate 0.0001 Epoch: 19 Global Step: 323670 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:31,195-Speed 3342.00 samples/sec Loss 0.1071 LearningRate 0.0001 Epoch: 19 Global Step: 323680 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:34,284-Speed 3315.06 samples/sec Loss 0.1012 LearningRate 0.0001 Epoch: 19 Global Step: 323690 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:37,347-Speed 3344.33 samples/sec Loss 0.1047 LearningRate 0.0001 Epoch: 19 Global Step: 323700 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:40,427-Speed 3325.23 samples/sec Loss 0.0951 LearningRate 0.0001 Epoch: 19 Global Step: 323710 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:29:43,503-Speed 3330.38 samples/sec Loss 0.1150 LearningRate 0.0001 Epoch: 19 Global Step: 323720 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:46,567-Speed 3343.24 samples/sec Loss 0.1066 LearningRate 0.0001 Epoch: 19 Global Step: 323730 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:49,631-Speed 3342.24 samples/sec Loss 0.0984 LearningRate 0.0001 Epoch: 19 Global Step: 323740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:52,698-Speed 3340.59 samples/sec Loss 0.0954 LearningRate 0.0001 Epoch: 19 Global Step: 323750 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:55,782-Speed 3320.58 samples/sec Loss 0.0989 LearningRate 0.0001 Epoch: 19 Global Step: 323760 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:29:58,846-Speed 3342.04 samples/sec Loss 0.0954 LearningRate 0.0001 Epoch: 19 Global Step: 323770 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:01,941-Speed 3310.28 samples/sec Loss 0.1048 LearningRate 0.0001 Epoch: 19 Global Step: 323780 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:05,003-Speed 3344.36 samples/sec Loss 0.1094 LearningRate 0.0001 Epoch: 19 Global Step: 323790 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:08,201-Speed 3203.08 samples/sec Loss 0.1104 LearningRate 0.0001 Epoch: 19 Global Step: 323800 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:11,322-Speed 3281.35 samples/sec Loss 0.0938 LearningRate 0.0001 Epoch: 19 Global Step: 323810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:14,379-Speed 3350.80 samples/sec Loss 0.1098 LearningRate 0.0001 Epoch: 19 Global Step: 323820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:17,449-Speed 3336.52 samples/sec Loss 0.1097 LearningRate 0.0001 Epoch: 19 Global Step: 323830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:20,533-Speed 3320.84 samples/sec Loss 0.0979 LearningRate 0.0001 Epoch: 19 Global Step: 323840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:23,609-Speed 3329.59 samples/sec Loss 0.1013 LearningRate 0.0001 Epoch: 19 Global Step: 323850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:26,675-Speed 3341.23 samples/sec Loss 0.0997 LearningRate 0.0001 Epoch: 19 Global Step: 323860 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:29,760-Speed 3319.87 samples/sec Loss 0.1064 LearningRate 0.0001 Epoch: 19 Global Step: 323870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:32,833-Speed 3333.10 samples/sec Loss 0.0967 LearningRate 0.0001 Epoch: 19 Global Step: 323880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:35,907-Speed 3332.04 samples/sec Loss 0.1052 LearningRate 0.0001 Epoch: 19 Global Step: 323890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:38,999-Speed 3312.84 samples/sec Loss 0.0978 LearningRate 0.0001 Epoch: 19 Global Step: 323900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:42,096-Speed 3306.49 samples/sec Loss 0.1129 LearningRate 0.0001 Epoch: 19 Global Step: 323910 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:45,167-Speed 3336.01 samples/sec Loss 0.1005 LearningRate 0.0001 Epoch: 19 Global Step: 323920 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:30:48,253-Speed 3318.06 samples/sec Loss 0.1048 LearningRate 0.0001 Epoch: 19 Global Step: 323930 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:30:51,323-Speed 3336.92 samples/sec Loss 0.1089 LearningRate 0.0001 Epoch: 19 Global Step: 323940 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:30:54,401-Speed 3327.73 samples/sec Loss 0.0940 LearningRate 0.0001 Epoch: 19 Global Step: 323950 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:30:57,470-Speed 3337.48 samples/sec Loss 0.1000 LearningRate 0.0001 Epoch: 19 Global Step: 323960 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:31:00,558-Speed 3315.89 samples/sec Loss 0.0971 LearningRate 0.0001 Epoch: 19 Global Step: 323970 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:31:03,634-Speed 3330.19 samples/sec Loss 0.0933 LearningRate 0.0001 Epoch: 19 Global Step: 323980 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:31:06,714-Speed 3325.96 samples/sec Loss 0.1060 LearningRate 0.0001 Epoch: 19 Global Step: 323990 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:31:09,779-Speed 3341.66 samples/sec Loss 0.1064 LearningRate 0.0001 Epoch: 19 Global Step: 324000 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:31:53,369-[lfw][324000]XNorm: 20.725748 Training: 2022-04-12 09:31:53,369-[lfw][324000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 09:31:53,369-[lfw][324000]Accuracy-Highest: 0.99817 Training: 2022-04-12 09:32:43,980-[cfp_fp][324000]XNorm: 22.611323 Training: 2022-04-12 09:32:43,981-[cfp_fp][324000]Accuracy-Flip: 0.99143+-0.00361 Training: 2022-04-12 09:32:43,981-[cfp_fp][324000]Accuracy-Highest: 0.99200 Training: 2022-04-12 09:33:27,499-[agedb_30][324000]XNorm: 22.784648 Training: 2022-04-12 09:33:27,500-[agedb_30][324000]Accuracy-Flip: 0.98600+-0.00544 Training: 2022-04-12 09:33:27,500-[agedb_30][324000]Accuracy-Highest: 0.98650 Training: 2022-04-12 09:33:30,560-Speed 72.74 samples/sec Loss 0.1049 LearningRate 0.0001 Epoch: 19 Global Step: 324010 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:33:33,618-Speed 3349.61 samples/sec Loss 0.1036 LearningRate 0.0001 Epoch: 19 Global Step: 324020 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:33:36,669-Speed 3357.12 samples/sec Loss 0.0989 LearningRate 0.0001 Epoch: 19 Global Step: 324030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:33:39,731-Speed 3344.28 samples/sec Loss 0.1026 LearningRate 0.0001 Epoch: 19 Global Step: 324040 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:33:42,785-Speed 3354.17 samples/sec Loss 0.1016 LearningRate 0.0001 Epoch: 19 Global Step: 324050 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:33:45,840-Speed 3352.24 samples/sec Loss 0.1077 LearningRate 0.0001 Epoch: 19 Global Step: 324060 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:33:48,881-Speed 3368.02 samples/sec Loss 0.0990 LearningRate 0.0001 Epoch: 19 Global Step: 324070 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:33:51,944-Speed 3344.42 samples/sec Loss 0.1067 LearningRate 0.0001 Epoch: 19 Global Step: 324080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:33:54,999-Speed 3351.94 samples/sec Loss 0.1109 LearningRate 0.0001 Epoch: 19 Global Step: 324090 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:33:58,059-Speed 3347.09 samples/sec Loss 0.1061 LearningRate 0.0001 Epoch: 19 Global Step: 324100 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:01,132-Speed 3333.60 samples/sec Loss 0.1053 LearningRate 0.0001 Epoch: 19 Global Step: 324110 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:04,191-Speed 3348.20 samples/sec Loss 0.1101 LearningRate 0.0001 Epoch: 19 Global Step: 324120 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:07,254-Speed 3343.51 samples/sec Loss 0.1068 LearningRate 0.0001 Epoch: 19 Global Step: 324130 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:10,325-Speed 3335.80 samples/sec Loss 0.1025 LearningRate 0.0001 Epoch: 19 Global Step: 324140 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:13,388-Speed 3343.56 samples/sec Loss 0.0981 LearningRate 0.0001 Epoch: 19 Global Step: 324150 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:16,450-Speed 3344.93 samples/sec Loss 0.1107 LearningRate 0.0001 Epoch: 19 Global Step: 324160 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:19,561-Speed 3292.41 samples/sec Loss 0.1026 LearningRate 0.0001 Epoch: 19 Global Step: 324170 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:34:22,625-Speed 3342.94 samples/sec Loss 0.1027 LearningRate 0.0001 Epoch: 19 Global Step: 324180 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:25,696-Speed 3335.32 samples/sec Loss 0.1024 LearningRate 0.0001 Epoch: 19 Global Step: 324190 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:28,775-Speed 3326.20 samples/sec Loss 0.1119 LearningRate 0.0001 Epoch: 19 Global Step: 324200 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:31,903-Speed 3273.65 samples/sec Loss 0.1088 LearningRate 0.0001 Epoch: 19 Global Step: 324210 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:34,983-Speed 3325.55 samples/sec Loss 0.1096 LearningRate 0.0001 Epoch: 19 Global Step: 324220 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:38,070-Speed 3317.94 samples/sec Loss 0.1106 LearningRate 0.0001 Epoch: 19 Global Step: 324230 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:41,174-Speed 3299.61 samples/sec Loss 0.0948 LearningRate 0.0001 Epoch: 19 Global Step: 324240 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:44,330-Speed 3246.09 samples/sec Loss 0.0974 LearningRate 0.0001 Epoch: 19 Global Step: 324250 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:47,472-Speed 3259.42 samples/sec Loss 0.1027 LearningRate 0.0001 Epoch: 19 Global Step: 324260 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:50,623-Speed 3250.40 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 324270 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:34:53,696-Speed 3333.52 samples/sec Loss 0.0924 LearningRate 0.0001 Epoch: 19 Global Step: 324280 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:34:56,768-Speed 3333.28 samples/sec Loss 0.1000 LearningRate 0.0001 Epoch: 19 Global Step: 324290 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:34:59,858-Speed 3315.22 samples/sec Loss 0.1021 LearningRate 0.0001 Epoch: 19 Global Step: 324300 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:35:03,045-Speed 3213.65 samples/sec Loss 0.1002 LearningRate 0.0001 Epoch: 19 Global Step: 324310 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:06,114-Speed 3337.34 samples/sec Loss 0.1026 LearningRate 0.0001 Epoch: 19 Global Step: 324320 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:09,217-Speed 3300.10 samples/sec Loss 0.1024 LearningRate 0.0001 Epoch: 19 Global Step: 324330 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:12,291-Speed 3332.04 samples/sec Loss 0.1119 LearningRate 0.0001 Epoch: 19 Global Step: 324340 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:15,378-Speed 3318.45 samples/sec Loss 0.1088 LearningRate 0.0001 Epoch: 19 Global Step: 324350 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:18,464-Speed 3318.81 samples/sec Loss 0.1000 LearningRate 0.0001 Epoch: 19 Global Step: 324360 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:21,675-Speed 3190.24 samples/sec Loss 0.1040 LearningRate 0.0001 Epoch: 19 Global Step: 324370 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:24,809-Speed 3267.84 samples/sec Loss 0.1123 LearningRate 0.0001 Epoch: 19 Global Step: 324380 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:27,872-Speed 3344.29 samples/sec Loss 0.1030 LearningRate 0.0001 Epoch: 19 Global Step: 324390 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:30,935-Speed 3343.06 samples/sec Loss 0.0984 LearningRate 0.0001 Epoch: 19 Global Step: 324400 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:34,024-Speed 3316.64 samples/sec Loss 0.0970 LearningRate 0.0001 Epoch: 19 Global Step: 324410 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:35:37,075-Speed 3356.52 samples/sec Loss 0.1097 LearningRate 0.0001 Epoch: 19 Global Step: 324420 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:40,137-Speed 3345.11 samples/sec Loss 0.1156 LearningRate 0.0001 Epoch: 19 Global Step: 324430 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:43,212-Speed 3330.10 samples/sec Loss 0.1029 LearningRate 0.0001 Epoch: 19 Global Step: 324440 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:46,284-Speed 3335.18 samples/sec Loss 0.1040 LearningRate 0.0001 Epoch: 19 Global Step: 324450 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:49,377-Speed 3311.36 samples/sec Loss 0.1065 LearningRate 0.0001 Epoch: 19 Global Step: 324460 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:52,503-Speed 3276.42 samples/sec Loss 0.0993 LearningRate 0.0001 Epoch: 19 Global Step: 324470 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:55,573-Speed 3336.49 samples/sec Loss 0.1040 LearningRate 0.0001 Epoch: 19 Global Step: 324480 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:35:58,641-Speed 3337.93 samples/sec Loss 0.1091 LearningRate 0.0001 Epoch: 19 Global Step: 324490 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:01,724-Speed 3321.79 samples/sec Loss 0.1121 LearningRate 0.0001 Epoch: 19 Global Step: 324500 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:04,804-Speed 3325.96 samples/sec Loss 0.0988 LearningRate 0.0001 Epoch: 19 Global Step: 324510 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:07,875-Speed 3335.22 samples/sec Loss 0.1082 LearningRate 0.0001 Epoch: 19 Global Step: 324520 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:36:10,966-Speed 3313.69 samples/sec Loss 0.1000 LearningRate 0.0001 Epoch: 19 Global Step: 324530 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:36:14,042-Speed 3329.31 samples/sec Loss 0.1079 LearningRate 0.0001 Epoch: 19 Global Step: 324540 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:36:17,109-Speed 3340.28 samples/sec Loss 0.0987 LearningRate 0.0001 Epoch: 19 Global Step: 324550 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:20,236-Speed 3274.97 samples/sec Loss 0.0934 LearningRate 0.0001 Epoch: 19 Global Step: 324560 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:23,351-Speed 3288.01 samples/sec Loss 0.1061 LearningRate 0.0001 Epoch: 19 Global Step: 324570 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:26,459-Speed 3295.25 samples/sec Loss 0.1013 LearningRate 0.0001 Epoch: 19 Global Step: 324580 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:29,537-Speed 3328.13 samples/sec Loss 0.1131 LearningRate 0.0001 Epoch: 19 Global Step: 324590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:32,714-Speed 3223.94 samples/sec Loss 0.1014 LearningRate 0.0001 Epoch: 19 Global Step: 324600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:35,847-Speed 3268.58 samples/sec Loss 0.1117 LearningRate 0.0001 Epoch: 19 Global Step: 324610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:38,932-Speed 3320.55 samples/sec Loss 0.1066 LearningRate 0.0001 Epoch: 19 Global Step: 324620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:36:41,986-Speed 3354.01 samples/sec Loss 0.1083 LearningRate 0.0001 Epoch: 19 Global Step: 324630 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:36:45,107-Speed 3281.87 samples/sec Loss 0.1032 LearningRate 0.0001 Epoch: 19 Global Step: 324640 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:36:48,174-Speed 3338.40 samples/sec Loss 0.0976 LearningRate 0.0001 Epoch: 19 Global Step: 324650 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:36:51,239-Speed 3342.20 samples/sec Loss 0.1022 LearningRate 0.0001 Epoch: 19 Global Step: 324660 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:36:54,308-Speed 3337.14 samples/sec Loss 0.1056 LearningRate 0.0001 Epoch: 19 Global Step: 324670 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:36:57,428-Speed 3282.85 samples/sec Loss 0.0976 LearningRate 0.0001 Epoch: 19 Global Step: 324680 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:37:00,492-Speed 3342.60 samples/sec Loss 0.1088 LearningRate 0.0001 Epoch: 19 Global Step: 324690 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:37:03,594-Speed 3301.62 samples/sec Loss 0.1036 LearningRate 0.0001 Epoch: 19 Global Step: 324700 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:37:06,728-Speed 3268.75 samples/sec Loss 0.0958 LearningRate 0.0001 Epoch: 19 Global Step: 324710 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:37:09,807-Speed 3326.33 samples/sec Loss 0.1094 LearningRate 0.0001 Epoch: 19 Global Step: 324720 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:37:12,974-Speed 3234.45 samples/sec Loss 0.0956 LearningRate 0.0001 Epoch: 19 Global Step: 324730 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:16,067-Speed 3311.73 samples/sec Loss 0.1064 LearningRate 0.0001 Epoch: 19 Global Step: 324740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:19,161-Speed 3310.28 samples/sec Loss 0.0968 LearningRate 0.0001 Epoch: 19 Global Step: 324750 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:22,234-Speed 3332.74 samples/sec Loss 0.1053 LearningRate 0.0001 Epoch: 19 Global Step: 324760 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:25,308-Speed 3331.73 samples/sec Loss 0.1099 LearningRate 0.0001 Epoch: 19 Global Step: 324770 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:28,380-Speed 3334.23 samples/sec Loss 0.0936 LearningRate 0.0001 Epoch: 19 Global Step: 324780 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:31,510-Speed 3272.24 samples/sec Loss 0.0987 LearningRate 0.0001 Epoch: 19 Global Step: 324790 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:34,618-Speed 3295.15 samples/sec Loss 0.1081 LearningRate 0.0001 Epoch: 19 Global Step: 324800 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:37,701-Speed 3323.34 samples/sec Loss 0.1073 LearningRate 0.0001 Epoch: 19 Global Step: 324810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:40,814-Speed 3289.51 samples/sec Loss 0.1030 LearningRate 0.0001 Epoch: 19 Global Step: 324820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:43,942-Speed 3274.96 samples/sec Loss 0.1043 LearningRate 0.0001 Epoch: 19 Global Step: 324830 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:37:47,030-Speed 3316.93 samples/sec Loss 0.1046 LearningRate 0.0001 Epoch: 19 Global Step: 324840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:50,196-Speed 3234.51 samples/sec Loss 0.1050 LearningRate 0.0001 Epoch: 19 Global Step: 324850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:53,345-Speed 3252.71 samples/sec Loss 0.0931 LearningRate 0.0001 Epoch: 19 Global Step: 324860 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:56,415-Speed 3336.14 samples/sec Loss 0.0987 LearningRate 0.0001 Epoch: 19 Global Step: 324870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:37:59,532-Speed 3285.68 samples/sec Loss 0.0990 LearningRate 0.0001 Epoch: 19 Global Step: 324880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:02,634-Speed 3302.15 samples/sec Loss 0.0908 LearningRate 0.0001 Epoch: 19 Global Step: 324890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:05,709-Speed 3330.79 samples/sec Loss 0.1088 LearningRate 0.0001 Epoch: 19 Global Step: 324900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:08,827-Speed 3285.27 samples/sec Loss 0.1108 LearningRate 0.0001 Epoch: 19 Global Step: 324910 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:11,913-Speed 3318.88 samples/sec Loss 0.0980 LearningRate 0.0001 Epoch: 19 Global Step: 324920 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:14,983-Speed 3336.06 samples/sec Loss 0.1142 LearningRate 0.0001 Epoch: 19 Global Step: 324930 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:18,050-Speed 3340.15 samples/sec Loss 0.1159 LearningRate 0.0001 Epoch: 19 Global Step: 324940 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:21,160-Speed 3292.47 samples/sec Loss 0.1227 LearningRate 0.0001 Epoch: 19 Global Step: 324950 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:24,315-Speed 3246.81 samples/sec Loss 0.1043 LearningRate 0.0001 Epoch: 19 Global Step: 324960 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:27,422-Speed 3296.26 samples/sec Loss 0.1055 LearningRate 0.0001 Epoch: 19 Global Step: 324970 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:30,527-Speed 3298.99 samples/sec Loss 0.1015 LearningRate 0.0001 Epoch: 19 Global Step: 324980 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:33,608-Speed 3324.58 samples/sec Loss 0.1048 LearningRate 0.0001 Epoch: 19 Global Step: 324990 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:36,691-Speed 3322.18 samples/sec Loss 0.1126 LearningRate 0.0001 Epoch: 19 Global Step: 325000 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:39,768-Speed 3328.83 samples/sec Loss 0.0972 LearningRate 0.0001 Epoch: 19 Global Step: 325010 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:38:42,823-Speed 3352.00 samples/sec Loss 0.1028 LearningRate 0.0001 Epoch: 19 Global Step: 325020 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:45,890-Speed 3340.05 samples/sec Loss 0.0967 LearningRate 0.0001 Epoch: 19 Global Step: 325030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:38:48,972-Speed 3323.00 samples/sec Loss 0.1013 LearningRate 0.0001 Epoch: 19 Global Step: 325040 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:38:52,035-Speed 3343.42 samples/sec Loss 0.1050 LearningRate 0.0001 Epoch: 19 Global Step: 325050 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:38:55,148-Speed 3290.32 samples/sec Loss 0.1095 LearningRate 0.0001 Epoch: 19 Global Step: 325060 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:38:58,218-Speed 3336.50 samples/sec Loss 0.1068 LearningRate 0.0001 Epoch: 19 Global Step: 325070 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:39:01,290-Speed 3334.30 samples/sec Loss 0.1044 LearningRate 0.0001 Epoch: 19 Global Step: 325080 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:39:04,370-Speed 3325.46 samples/sec Loss 0.0957 LearningRate 0.0001 Epoch: 19 Global Step: 325090 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:39:07,469-Speed 3304.53 samples/sec Loss 0.0930 LearningRate 0.0001 Epoch: 19 Global Step: 325100 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:39:10,544-Speed 3331.34 samples/sec Loss 0.0992 LearningRate 0.0001 Epoch: 19 Global Step: 325110 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:39:13,616-Speed 3333.79 samples/sec Loss 0.1087 LearningRate 0.0001 Epoch: 19 Global Step: 325120 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:39:16,684-Speed 3338.74 samples/sec Loss 0.1163 LearningRate 0.0001 Epoch: 19 Global Step: 325130 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:39:19,746-Speed 3345.19 samples/sec Loss 0.1007 LearningRate 0.0001 Epoch: 19 Global Step: 325140 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:22,886-Speed 3260.93 samples/sec Loss 0.1135 LearningRate 0.0001 Epoch: 19 Global Step: 325150 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:25,966-Speed 3326.58 samples/sec Loss 0.1144 LearningRate 0.0001 Epoch: 19 Global Step: 325160 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:29,042-Speed 3329.50 samples/sec Loss 0.0961 LearningRate 0.0001 Epoch: 19 Global Step: 325170 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:32,116-Speed 3331.92 samples/sec Loss 0.1052 LearningRate 0.0001 Epoch: 19 Global Step: 325180 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:35,184-Speed 3338.74 samples/sec Loss 0.1111 LearningRate 0.0001 Epoch: 19 Global Step: 325190 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:38,267-Speed 3322.11 samples/sec Loss 0.1042 LearningRate 0.0001 Epoch: 19 Global Step: 325200 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:41,353-Speed 3318.12 samples/sec Loss 0.1018 LearningRate 0.0001 Epoch: 19 Global Step: 325210 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:44,504-Speed 3250.41 samples/sec Loss 0.1086 LearningRate 0.0001 Epoch: 19 Global Step: 325220 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:47,618-Speed 3289.31 samples/sec Loss 0.1053 LearningRate 0.0001 Epoch: 19 Global Step: 325230 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:50,695-Speed 3329.05 samples/sec Loss 0.1081 LearningRate 0.0001 Epoch: 19 Global Step: 325240 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:39:53,800-Speed 3298.66 samples/sec Loss 0.1031 LearningRate 0.0001 Epoch: 19 Global Step: 325250 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:39:57,014-Speed 3187.28 samples/sec Loss 0.1007 LearningRate 0.0001 Epoch: 19 Global Step: 325260 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:00,149-Speed 3266.86 samples/sec Loss 0.1087 LearningRate 0.0001 Epoch: 19 Global Step: 325270 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:03,232-Speed 3322.42 samples/sec Loss 0.1004 LearningRate 0.0001 Epoch: 19 Global Step: 325280 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:06,302-Speed 3335.25 samples/sec Loss 0.1031 LearningRate 0.0001 Epoch: 19 Global Step: 325290 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:09,456-Speed 3247.56 samples/sec Loss 0.1032 LearningRate 0.0001 Epoch: 19 Global Step: 325300 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:12,597-Speed 3260.65 samples/sec Loss 0.1056 LearningRate 0.0001 Epoch: 19 Global Step: 325310 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:15,682-Speed 3320.69 samples/sec Loss 0.1069 LearningRate 0.0001 Epoch: 19 Global Step: 325320 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:18,768-Speed 3319.42 samples/sec Loss 0.1110 LearningRate 0.0001 Epoch: 19 Global Step: 325330 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:21,821-Speed 3354.39 samples/sec Loss 0.1096 LearningRate 0.0001 Epoch: 19 Global Step: 325340 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:24,891-Speed 3335.89 samples/sec Loss 0.1014 LearningRate 0.0001 Epoch: 19 Global Step: 325350 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:27,962-Speed 3335.01 samples/sec Loss 0.1101 LearningRate 0.0001 Epoch: 19 Global Step: 325360 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:31,045-Speed 3322.45 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 325370 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:34,124-Speed 3326.17 samples/sec Loss 0.1089 LearningRate 0.0001 Epoch: 19 Global Step: 325380 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:37,194-Speed 3336.09 samples/sec Loss 0.1061 LearningRate 0.0001 Epoch: 19 Global Step: 325390 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:40,270-Speed 3330.45 samples/sec Loss 0.1030 LearningRate 0.0001 Epoch: 19 Global Step: 325400 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:43,349-Speed 3326.29 samples/sec Loss 0.1081 LearningRate 0.0001 Epoch: 19 Global Step: 325410 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:46,419-Speed 3336.94 samples/sec Loss 0.0987 LearningRate 0.0001 Epoch: 19 Global Step: 325420 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:49,491-Speed 3334.07 samples/sec Loss 0.1078 LearningRate 0.0001 Epoch: 19 Global Step: 325430 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:40:52,629-Speed 3263.54 samples/sec Loss 0.1051 LearningRate 0.0001 Epoch: 19 Global Step: 325440 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:55,705-Speed 3329.58 samples/sec Loss 0.0986 LearningRate 0.0001 Epoch: 19 Global Step: 325450 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:40:58,769-Speed 3342.92 samples/sec Loss 0.1150 LearningRate 0.0001 Epoch: 19 Global Step: 325460 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:01,868-Speed 3304.80 samples/sec Loss 0.0961 LearningRate 0.0001 Epoch: 19 Global Step: 325470 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:04,938-Speed 3336.03 samples/sec Loss 0.1070 LearningRate 0.0001 Epoch: 19 Global Step: 325480 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:08,004-Speed 3340.56 samples/sec Loss 0.0953 LearningRate 0.0001 Epoch: 19 Global Step: 325490 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:11,080-Speed 3330.41 samples/sec Loss 0.1140 LearningRate 0.0001 Epoch: 19 Global Step: 325500 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:14,184-Speed 3299.58 samples/sec Loss 0.1047 LearningRate 0.0001 Epoch: 19 Global Step: 325510 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:17,334-Speed 3251.23 samples/sec Loss 0.1061 LearningRate 0.0001 Epoch: 19 Global Step: 325520 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:20,462-Speed 3274.58 samples/sec Loss 0.0951 LearningRate 0.0001 Epoch: 19 Global Step: 325530 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:23,520-Speed 3349.84 samples/sec Loss 0.1096 LearningRate 0.0001 Epoch: 19 Global Step: 325540 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:26,593-Speed 3332.80 samples/sec Loss 0.0991 LearningRate 0.0001 Epoch: 19 Global Step: 325550 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:29,698-Speed 3298.97 samples/sec Loss 0.1010 LearningRate 0.0001 Epoch: 19 Global Step: 325560 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:32,761-Speed 3343.65 samples/sec Loss 0.1151 LearningRate 0.0001 Epoch: 19 Global Step: 325570 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:35,839-Speed 3327.21 samples/sec Loss 0.1074 LearningRate 0.0001 Epoch: 19 Global Step: 325580 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:38,913-Speed 3332.07 samples/sec Loss 0.1137 LearningRate 0.0001 Epoch: 19 Global Step: 325590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:41,976-Speed 3344.43 samples/sec Loss 0.0961 LearningRate 0.0001 Epoch: 19 Global Step: 325600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:45,119-Speed 3258.33 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 325610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:48,223-Speed 3300.22 samples/sec Loss 0.1111 LearningRate 0.0001 Epoch: 19 Global Step: 325620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:51,292-Speed 3337.20 samples/sec Loss 0.1074 LearningRate 0.0001 Epoch: 19 Global Step: 325630 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:41:54,358-Speed 3339.84 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 325640 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:41:57,435-Speed 3329.24 samples/sec Loss 0.1051 LearningRate 0.0001 Epoch: 19 Global Step: 325650 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:42:00,491-Speed 3351.07 samples/sec Loss 0.1098 LearningRate 0.0001 Epoch: 19 Global Step: 325660 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:03,567-Speed 3330.28 samples/sec Loss 0.1053 LearningRate 0.0001 Epoch: 19 Global Step: 325670 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:06,630-Speed 3344.30 samples/sec Loss 0.1048 LearningRate 0.0001 Epoch: 19 Global Step: 325680 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:09,711-Speed 3324.07 samples/sec Loss 0.1032 LearningRate 0.0001 Epoch: 19 Global Step: 325690 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:12,785-Speed 3332.15 samples/sec Loss 0.0982 LearningRate 0.0001 Epoch: 19 Global Step: 325700 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:15,853-Speed 3338.55 samples/sec Loss 0.1007 LearningRate 0.0001 Epoch: 19 Global Step: 325710 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:18,921-Speed 3338.12 samples/sec Loss 0.0984 LearningRate 0.0001 Epoch: 19 Global Step: 325720 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:22,008-Speed 3318.36 samples/sec Loss 0.1062 LearningRate 0.0001 Epoch: 19 Global Step: 325730 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:25,080-Speed 3333.86 samples/sec Loss 0.1095 LearningRate 0.0001 Epoch: 19 Global Step: 325740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:28,151-Speed 3335.29 samples/sec Loss 0.1129 LearningRate 0.0001 Epoch: 19 Global Step: 325750 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:31,250-Speed 3305.14 samples/sec Loss 0.1021 LearningRate 0.0001 Epoch: 19 Global Step: 325760 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:42:34,463-Speed 3187.22 samples/sec Loss 0.0923 LearningRate 0.0001 Epoch: 19 Global Step: 325770 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:42:37,599-Speed 3266.10 samples/sec Loss 0.1010 LearningRate 0.0001 Epoch: 19 Global Step: 325780 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:42:40,654-Speed 3352.95 samples/sec Loss 0.1145 LearningRate 0.0001 Epoch: 19 Global Step: 325790 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:43,723-Speed 3336.74 samples/sec Loss 0.1050 LearningRate 0.0001 Epoch: 19 Global Step: 325800 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:46,788-Speed 3342.37 samples/sec Loss 0.1016 LearningRate 0.0001 Epoch: 19 Global Step: 325810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:49,855-Speed 3338.79 samples/sec Loss 0.1022 LearningRate 0.0001 Epoch: 19 Global Step: 325820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:52,925-Speed 3336.99 samples/sec Loss 0.1028 LearningRate 0.0001 Epoch: 19 Global Step: 325830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:56,012-Speed 3318.37 samples/sec Loss 0.1051 LearningRate 0.0001 Epoch: 19 Global Step: 325840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:42:59,079-Speed 3339.04 samples/sec Loss 0.1137 LearningRate 0.0001 Epoch: 19 Global Step: 325850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:02,149-Speed 3335.97 samples/sec Loss 0.1045 LearningRate 0.0001 Epoch: 19 Global Step: 325860 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:05,217-Speed 3339.01 samples/sec Loss 0.1092 LearningRate 0.0001 Epoch: 19 Global Step: 325870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:08,283-Speed 3340.16 samples/sec Loss 0.0974 LearningRate 0.0001 Epoch: 19 Global Step: 325880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:11,353-Speed 3336.51 samples/sec Loss 0.1049 LearningRate 0.0001 Epoch: 19 Global Step: 325890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:14,518-Speed 3236.33 samples/sec Loss 0.0939 LearningRate 0.0001 Epoch: 19 Global Step: 325900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:17,644-Speed 3276.26 samples/sec Loss 0.1000 LearningRate 0.0001 Epoch: 19 Global Step: 325910 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:20,728-Speed 3320.98 samples/sec Loss 0.0976 LearningRate 0.0001 Epoch: 19 Global Step: 325920 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:23,801-Speed 3332.98 samples/sec Loss 0.1168 LearningRate 0.0001 Epoch: 19 Global Step: 325930 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:43:26,856-Speed 3353.29 samples/sec Loss 0.0963 LearningRate 0.0001 Epoch: 19 Global Step: 325940 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:43:29,976-Speed 3282.04 samples/sec Loss 0.1044 LearningRate 0.0001 Epoch: 19 Global Step: 325950 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:43:33,165-Speed 3211.86 samples/sec Loss 0.0986 LearningRate 0.0001 Epoch: 19 Global Step: 325960 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:43:36,234-Speed 3336.96 samples/sec Loss 0.1010 LearningRate 0.0001 Epoch: 19 Global Step: 325970 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:43:39,303-Speed 3338.18 samples/sec Loss 0.1060 LearningRate 0.0001 Epoch: 19 Global Step: 325980 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:43:42,368-Speed 3341.61 samples/sec Loss 0.0958 LearningRate 0.0001 Epoch: 19 Global Step: 325990 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:43:45,435-Speed 3339.41 samples/sec Loss 0.1036 LearningRate 0.0001 Epoch: 19 Global Step: 326000 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:44:29,394-[lfw][326000]XNorm: 20.776914 Training: 2022-04-12 09:44:29,396-[lfw][326000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 09:44:29,396-[lfw][326000]Accuracy-Highest: 0.99817 Training: 2022-04-12 09:45:20,448-[cfp_fp][326000]XNorm: 22.677527 Training: 2022-04-12 09:45:20,449-[cfp_fp][326000]Accuracy-Flip: 0.99143+-0.00361 Training: 2022-04-12 09:45:20,449-[cfp_fp][326000]Accuracy-Highest: 0.99200 Training: 2022-04-12 09:46:04,339-[agedb_30][326000]XNorm: 22.861861 Training: 2022-04-12 09:46:04,340-[agedb_30][326000]Accuracy-Flip: 0.98633+-0.00572 Training: 2022-04-12 09:46:04,340-[agedb_30][326000]Accuracy-Highest: 0.98650 Training: 2022-04-12 09:46:07,399-Speed 72.13 samples/sec Loss 0.1075 LearningRate 0.0001 Epoch: 19 Global Step: 326010 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:46:10,480-Speed 3323.87 samples/sec Loss 0.1093 LearningRate 0.0001 Epoch: 19 Global Step: 326020 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:46:13,547-Speed 3339.45 samples/sec Loss 0.1024 LearningRate 0.0001 Epoch: 19 Global Step: 326030 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:46:16,618-Speed 3335.64 samples/sec Loss 0.1078 LearningRate 0.0001 Epoch: 19 Global Step: 326040 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:19,671-Speed 3354.40 samples/sec Loss 0.1166 LearningRate 0.0001 Epoch: 19 Global Step: 326050 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:22,762-Speed 3313.46 samples/sec Loss 0.0982 LearningRate 0.0001 Epoch: 19 Global Step: 326060 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:25,826-Speed 3343.37 samples/sec Loss 0.1100 LearningRate 0.0001 Epoch: 19 Global Step: 326070 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:28,883-Speed 3350.35 samples/sec Loss 0.1008 LearningRate 0.0001 Epoch: 19 Global Step: 326080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:31,939-Speed 3351.17 samples/sec Loss 0.1117 LearningRate 0.0001 Epoch: 19 Global Step: 326090 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:35,141-Speed 3198.55 samples/sec Loss 0.0986 LearningRate 0.0001 Epoch: 19 Global Step: 326100 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:38,284-Speed 3258.37 samples/sec Loss 0.1006 LearningRate 0.0001 Epoch: 19 Global Step: 326110 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:41,366-Speed 3324.19 samples/sec Loss 0.1110 LearningRate 0.0001 Epoch: 19 Global Step: 326120 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:44,428-Speed 3345.21 samples/sec Loss 0.1004 LearningRate 0.0001 Epoch: 19 Global Step: 326130 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:47,488-Speed 3346.66 samples/sec Loss 0.1128 LearningRate 0.0001 Epoch: 19 Global Step: 326140 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:46:50,537-Speed 3359.65 samples/sec Loss 0.0959 LearningRate 0.0001 Epoch: 19 Global Step: 326150 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:53,626-Speed 3315.10 samples/sec Loss 0.1139 LearningRate 0.0001 Epoch: 19 Global Step: 326160 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:56,698-Speed 3334.90 samples/sec Loss 0.1001 LearningRate 0.0001 Epoch: 19 Global Step: 326170 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:46:59,790-Speed 3312.61 samples/sec Loss 0.1055 LearningRate 0.0001 Epoch: 19 Global Step: 326180 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:02,916-Speed 3276.29 samples/sec Loss 0.0882 LearningRate 0.0001 Epoch: 19 Global Step: 326190 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:06,124-Speed 3192.28 samples/sec Loss 0.1077 LearningRate 0.0001 Epoch: 19 Global Step: 326200 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:09,189-Speed 3341.91 samples/sec Loss 0.1096 LearningRate 0.0001 Epoch: 19 Global Step: 326210 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:12,285-Speed 3309.09 samples/sec Loss 0.1056 LearningRate 0.0001 Epoch: 19 Global Step: 326220 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:15,481-Speed 3204.81 samples/sec Loss 0.1103 LearningRate 0.0001 Epoch: 19 Global Step: 326230 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:18,566-Speed 3320.03 samples/sec Loss 0.1055 LearningRate 0.0001 Epoch: 19 Global Step: 326240 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:21,649-Speed 3321.56 samples/sec Loss 0.1027 LearningRate 0.0001 Epoch: 19 Global Step: 326250 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:24,784-Speed 3266.79 samples/sec Loss 0.1090 LearningRate 0.0001 Epoch: 19 Global Step: 326260 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:27,860-Speed 3330.04 samples/sec Loss 0.1089 LearningRate 0.0001 Epoch: 19 Global Step: 326270 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:30,939-Speed 3326.91 samples/sec Loss 0.0959 LearningRate 0.0001 Epoch: 19 Global Step: 326280 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:34,001-Speed 3344.09 samples/sec Loss 0.1115 LearningRate 0.0001 Epoch: 19 Global Step: 326290 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:37,069-Speed 3339.31 samples/sec Loss 0.1015 LearningRate 0.0001 Epoch: 19 Global Step: 326300 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:40,152-Speed 3322.00 samples/sec Loss 0.1052 LearningRate 0.0001 Epoch: 19 Global Step: 326310 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:43,220-Speed 3338.96 samples/sec Loss 0.1127 LearningRate 0.0001 Epoch: 19 Global Step: 326320 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:46,322-Speed 3301.71 samples/sec Loss 0.1100 LearningRate 0.0001 Epoch: 19 Global Step: 326330 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:49,391-Speed 3337.23 samples/sec Loss 0.1161 LearningRate 0.0001 Epoch: 19 Global Step: 326340 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:52,469-Speed 3327.22 samples/sec Loss 0.1011 LearningRate 0.0001 Epoch: 19 Global Step: 326350 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:55,534-Speed 3341.65 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 326360 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:47:58,605-Speed 3335.01 samples/sec Loss 0.1135 LearningRate 0.0000 Epoch: 19 Global Step: 326370 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:01,674-Speed 3337.35 samples/sec Loss 0.1046 LearningRate 0.0000 Epoch: 19 Global Step: 326380 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:04,764-Speed 3315.32 samples/sec Loss 0.0966 LearningRate 0.0000 Epoch: 19 Global Step: 326390 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:07,969-Speed 3196.36 samples/sec Loss 0.1081 LearningRate 0.0000 Epoch: 19 Global Step: 326400 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:11,117-Speed 3253.34 samples/sec Loss 0.1068 LearningRate 0.0000 Epoch: 19 Global Step: 326410 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:14,260-Speed 3259.08 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 326420 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:17,335-Speed 3330.21 samples/sec Loss 0.0940 LearningRate 0.0000 Epoch: 19 Global Step: 326430 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:20,458-Speed 3280.12 samples/sec Loss 0.1106 LearningRate 0.0000 Epoch: 19 Global Step: 326440 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:23,538-Speed 3324.52 samples/sec Loss 0.1062 LearningRate 0.0000 Epoch: 19 Global Step: 326450 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:26,642-Speed 3299.61 samples/sec Loss 0.0961 LearningRate 0.0000 Epoch: 19 Global Step: 326460 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:29,765-Speed 3279.78 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 326470 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:32,829-Speed 3343.02 samples/sec Loss 0.0966 LearningRate 0.0000 Epoch: 19 Global Step: 326480 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:35,921-Speed 3313.09 samples/sec Loss 0.1016 LearningRate 0.0000 Epoch: 19 Global Step: 326490 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:39,085-Speed 3236.50 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 326500 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:42,288-Speed 3198.55 samples/sec Loss 0.0996 LearningRate 0.0000 Epoch: 19 Global Step: 326510 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:48:45,374-Speed 3318.40 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 326520 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:48:48,523-Speed 3253.26 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 326530 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:48:51,608-Speed 3319.14 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 326540 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:48:54,713-Speed 3298.96 samples/sec Loss 0.1050 LearningRate 0.0000 Epoch: 19 Global Step: 326550 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:48:57,815-Speed 3302.16 samples/sec Loss 0.1047 LearningRate 0.0000 Epoch: 19 Global Step: 326560 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:49:00,899-Speed 3324.03 samples/sec Loss 0.1052 LearningRate 0.0000 Epoch: 19 Global Step: 326570 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:49:03,963-Speed 3341.80 samples/sec Loss 0.0976 LearningRate 0.0000 Epoch: 19 Global Step: 326580 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:49:07,045-Speed 3323.35 samples/sec Loss 0.1122 LearningRate 0.0000 Epoch: 19 Global Step: 326590 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:49:10,103-Speed 3349.05 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 326600 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:49:13,219-Speed 3287.84 samples/sec Loss 0.1053 LearningRate 0.0000 Epoch: 19 Global Step: 326610 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:49:16,282-Speed 3342.86 samples/sec Loss 0.0949 LearningRate 0.0000 Epoch: 19 Global Step: 326620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:19,350-Speed 3338.73 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 326630 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:22,423-Speed 3333.57 samples/sec Loss 0.1016 LearningRate 0.0000 Epoch: 19 Global Step: 326640 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:25,498-Speed 3330.19 samples/sec Loss 0.1079 LearningRate 0.0000 Epoch: 19 Global Step: 326650 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:28,563-Speed 3342.07 samples/sec Loss 0.1079 LearningRate 0.0000 Epoch: 19 Global Step: 326660 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:31,665-Speed 3303.12 samples/sec Loss 0.1140 LearningRate 0.0000 Epoch: 19 Global Step: 326670 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:34,817-Speed 3249.01 samples/sec Loss 0.1086 LearningRate 0.0000 Epoch: 19 Global Step: 326680 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:37,951-Speed 3267.83 samples/sec Loss 0.1029 LearningRate 0.0000 Epoch: 19 Global Step: 326690 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:41,130-Speed 3222.16 samples/sec Loss 0.0971 LearningRate 0.0000 Epoch: 19 Global Step: 326700 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:44,232-Speed 3302.35 samples/sec Loss 0.0987 LearningRate 0.0000 Epoch: 19 Global Step: 326710 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:47,301-Speed 3338.04 samples/sec Loss 0.0970 LearningRate 0.0000 Epoch: 19 Global Step: 326720 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:49:50,388-Speed 3317.45 samples/sec Loss 0.0986 LearningRate 0.0000 Epoch: 19 Global Step: 326730 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:49:53,441-Speed 3354.39 samples/sec Loss 0.1023 LearningRate 0.0000 Epoch: 19 Global Step: 326740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:56,510-Speed 3338.21 samples/sec Loss 0.1081 LearningRate 0.0000 Epoch: 19 Global Step: 326750 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:49:59,563-Speed 3355.01 samples/sec Loss 0.1012 LearningRate 0.0000 Epoch: 19 Global Step: 326760 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:02,634-Speed 3334.81 samples/sec Loss 0.0994 LearningRate 0.0000 Epoch: 19 Global Step: 326770 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:05,701-Speed 3339.71 samples/sec Loss 0.1079 LearningRate 0.0000 Epoch: 19 Global Step: 326780 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:08,767-Speed 3340.45 samples/sec Loss 0.1143 LearningRate 0.0000 Epoch: 19 Global Step: 326790 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:11,836-Speed 3337.30 samples/sec Loss 0.0972 LearningRate 0.0000 Epoch: 19 Global Step: 326800 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:14,913-Speed 3328.42 samples/sec Loss 0.0997 LearningRate 0.0000 Epoch: 19 Global Step: 326810 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:17,990-Speed 3329.87 samples/sec Loss 0.0997 LearningRate 0.0000 Epoch: 19 Global Step: 326820 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:21,063-Speed 3332.61 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 326830 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:24,128-Speed 3341.60 samples/sec Loss 0.1074 LearningRate 0.0000 Epoch: 19 Global Step: 326840 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:27,195-Speed 3339.65 samples/sec Loss 0.0935 LearningRate 0.0000 Epoch: 19 Global Step: 326850 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:50:30,265-Speed 3335.99 samples/sec Loss 0.1113 LearningRate 0.0000 Epoch: 19 Global Step: 326860 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:33,374-Speed 3294.00 samples/sec Loss 0.1012 LearningRate 0.0000 Epoch: 19 Global Step: 326870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:36,442-Speed 3339.48 samples/sec Loss 0.1080 LearningRate 0.0000 Epoch: 19 Global Step: 326880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:39,518-Speed 3329.14 samples/sec Loss 0.1079 LearningRate 0.0000 Epoch: 19 Global Step: 326890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:42,649-Speed 3271.28 samples/sec Loss 0.1059 LearningRate 0.0000 Epoch: 19 Global Step: 326900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:45,732-Speed 3322.57 samples/sec Loss 0.0991 LearningRate 0.0000 Epoch: 19 Global Step: 326910 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:48,805-Speed 3332.99 samples/sec Loss 0.1038 LearningRate 0.0000 Epoch: 19 Global Step: 326920 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:51,894-Speed 3315.68 samples/sec Loss 0.0955 LearningRate 0.0000 Epoch: 19 Global Step: 326930 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:54,987-Speed 3311.73 samples/sec Loss 0.1173 LearningRate 0.0000 Epoch: 19 Global Step: 326940 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:50:58,050-Speed 3344.27 samples/sec Loss 0.1105 LearningRate 0.0000 Epoch: 19 Global Step: 326950 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:01,127-Speed 3327.68 samples/sec Loss 0.1058 LearningRate 0.0000 Epoch: 19 Global Step: 326960 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:51:04,212-Speed 3319.95 samples/sec Loss 0.1034 LearningRate 0.0000 Epoch: 19 Global Step: 326970 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:51:07,324-Speed 3291.21 samples/sec Loss 0.0976 LearningRate 0.0000 Epoch: 19 Global Step: 326980 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:51:10,471-Speed 3255.46 samples/sec Loss 0.1107 LearningRate 0.0000 Epoch: 19 Global Step: 326990 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:13,617-Speed 3255.77 samples/sec Loss 0.1123 LearningRate 0.0000 Epoch: 19 Global Step: 327000 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:16,733-Speed 3286.47 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 327010 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:19,840-Speed 3297.02 samples/sec Loss 0.1106 LearningRate 0.0000 Epoch: 19 Global Step: 327020 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:22,965-Speed 3277.69 samples/sec Loss 0.1053 LearningRate 0.0000 Epoch: 19 Global Step: 327030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:26,030-Speed 3341.14 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 327040 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:29,177-Speed 3254.56 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 327050 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:32,245-Speed 3338.86 samples/sec Loss 0.0991 LearningRate 0.0000 Epoch: 19 Global Step: 327060 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:35,304-Speed 3347.76 samples/sec Loss 0.1079 LearningRate 0.0000 Epoch: 19 Global Step: 327070 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:38,378-Speed 3332.15 samples/sec Loss 0.0971 LearningRate 0.0000 Epoch: 19 Global Step: 327080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:41,472-Speed 3311.63 samples/sec Loss 0.1041 LearningRate 0.0000 Epoch: 19 Global Step: 327090 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:51:44,581-Speed 3294.56 samples/sec Loss 0.0944 LearningRate 0.0000 Epoch: 19 Global Step: 327100 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:47,643-Speed 3344.65 samples/sec Loss 0.1137 LearningRate 0.0000 Epoch: 19 Global Step: 327110 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:50,711-Speed 3337.70 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 327120 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:53,790-Speed 3326.98 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 327130 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:56,869-Speed 3326.81 samples/sec Loss 0.1099 LearningRate 0.0000 Epoch: 19 Global Step: 327140 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:51:59,951-Speed 3322.57 samples/sec Loss 0.1048 LearningRate 0.0000 Epoch: 19 Global Step: 327150 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:03,029-Speed 3328.28 samples/sec Loss 0.1155 LearningRate 0.0000 Epoch: 19 Global Step: 327160 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:06,089-Speed 3346.71 samples/sec Loss 0.1152 LearningRate 0.0000 Epoch: 19 Global Step: 327170 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:09,195-Speed 3297.82 samples/sec Loss 0.1083 LearningRate 0.0000 Epoch: 19 Global Step: 327180 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:12,265-Speed 3336.90 samples/sec Loss 0.1021 LearningRate 0.0000 Epoch: 19 Global Step: 327190 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:15,404-Speed 3262.49 samples/sec Loss 0.1200 LearningRate 0.0000 Epoch: 19 Global Step: 327200 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:52:18,468-Speed 3342.96 samples/sec Loss 0.1062 LearningRate 0.0000 Epoch: 19 Global Step: 327210 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:52:21,577-Speed 3294.19 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 327220 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:52:24,730-Speed 3248.77 samples/sec Loss 0.1006 LearningRate 0.0000 Epoch: 19 Global Step: 327230 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:27,874-Speed 3258.10 samples/sec Loss 0.1102 LearningRate 0.0000 Epoch: 19 Global Step: 327240 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:31,040-Speed 3234.29 samples/sec Loss 0.1150 LearningRate 0.0000 Epoch: 19 Global Step: 327250 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:34,109-Speed 3338.39 samples/sec Loss 0.0973 LearningRate 0.0000 Epoch: 19 Global Step: 327260 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:37,352-Speed 3157.61 samples/sec Loss 0.1063 LearningRate 0.0000 Epoch: 19 Global Step: 327270 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:40,416-Speed 3343.59 samples/sec Loss 0.0962 LearningRate 0.0000 Epoch: 19 Global Step: 327280 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:43,522-Speed 3297.64 samples/sec Loss 0.1007 LearningRate 0.0000 Epoch: 19 Global Step: 327290 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:46,605-Speed 3321.87 samples/sec Loss 0.1175 LearningRate 0.0000 Epoch: 19 Global Step: 327300 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:49,746-Speed 3260.84 samples/sec Loss 0.1000 LearningRate 0.0000 Epoch: 19 Global Step: 327310 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:52,980-Speed 3166.89 samples/sec Loss 0.1071 LearningRate 0.0000 Epoch: 19 Global Step: 327320 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:52:56,051-Speed 3335.12 samples/sec Loss 0.1099 LearningRate 0.0000 Epoch: 19 Global Step: 327330 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:52:59,112-Speed 3346.02 samples/sec Loss 0.1019 LearningRate 0.0000 Epoch: 19 Global Step: 327340 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:02,210-Speed 3306.17 samples/sec Loss 0.0951 LearningRate 0.0000 Epoch: 19 Global Step: 327350 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:05,282-Speed 3334.44 samples/sec Loss 0.1031 LearningRate 0.0000 Epoch: 19 Global Step: 327360 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:08,511-Speed 3172.34 samples/sec Loss 0.0977 LearningRate 0.0000 Epoch: 19 Global Step: 327370 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:11,700-Speed 3211.34 samples/sec Loss 0.1141 LearningRate 0.0000 Epoch: 19 Global Step: 327380 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:14,802-Speed 3301.77 samples/sec Loss 0.1006 LearningRate 0.0000 Epoch: 19 Global Step: 327390 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:17,934-Speed 3270.67 samples/sec Loss 0.1108 LearningRate 0.0000 Epoch: 19 Global Step: 327400 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:21,088-Speed 3246.38 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 327410 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:24,184-Speed 3309.02 samples/sec Loss 0.1009 LearningRate 0.0000 Epoch: 19 Global Step: 327420 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:27,271-Speed 3317.67 samples/sec Loss 0.1065 LearningRate 0.0000 Epoch: 19 Global Step: 327430 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:30,333-Speed 3344.98 samples/sec Loss 0.0942 LearningRate 0.0000 Epoch: 19 Global Step: 327440 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:33,490-Speed 3245.02 samples/sec Loss 0.1130 LearningRate 0.0000 Epoch: 19 Global Step: 327450 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:53:36,642-Speed 3248.94 samples/sec Loss 0.1101 LearningRate 0.0000 Epoch: 19 Global Step: 327460 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:39,901-Speed 3142.69 samples/sec Loss 0.0981 LearningRate 0.0000 Epoch: 19 Global Step: 327470 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:42,967-Speed 3341.00 samples/sec Loss 0.1050 LearningRate 0.0000 Epoch: 19 Global Step: 327480 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:46,054-Speed 3317.23 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 327490 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:49,133-Speed 3326.75 samples/sec Loss 0.0990 LearningRate 0.0000 Epoch: 19 Global Step: 327500 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:52,224-Speed 3314.01 samples/sec Loss 0.1097 LearningRate 0.0000 Epoch: 19 Global Step: 327510 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:55,305-Speed 3324.22 samples/sec Loss 0.1032 LearningRate 0.0000 Epoch: 19 Global Step: 327520 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:53:58,391-Speed 3319.64 samples/sec Loss 0.1094 LearningRate 0.0000 Epoch: 19 Global Step: 327530 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:01,498-Speed 3296.49 samples/sec Loss 0.1040 LearningRate 0.0000 Epoch: 19 Global Step: 327540 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:04,587-Speed 3315.11 samples/sec Loss 0.1162 LearningRate 0.0000 Epoch: 19 Global Step: 327550 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:07,690-Speed 3300.92 samples/sec Loss 0.1037 LearningRate 0.0000 Epoch: 19 Global Step: 327560 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:54:10,832-Speed 3259.58 samples/sec Loss 0.1065 LearningRate 0.0000 Epoch: 19 Global Step: 327570 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:54:13,989-Speed 3244.18 samples/sec Loss 0.0973 LearningRate 0.0000 Epoch: 19 Global Step: 327580 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:17,074-Speed 3320.16 samples/sec Loss 0.1013 LearningRate 0.0000 Epoch: 19 Global Step: 327590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:20,162-Speed 3316.79 samples/sec Loss 0.1067 LearningRate 0.0000 Epoch: 19 Global Step: 327600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:23,244-Speed 3324.14 samples/sec Loss 0.0997 LearningRate 0.0000 Epoch: 19 Global Step: 327610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:26,322-Speed 3327.39 samples/sec Loss 0.1108 LearningRate 0.0000 Epoch: 19 Global Step: 327620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:29,404-Speed 3323.83 samples/sec Loss 0.1033 LearningRate 0.0000 Epoch: 19 Global Step: 327630 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:32,468-Speed 3342.51 samples/sec Loss 0.1025 LearningRate 0.0000 Epoch: 19 Global Step: 327640 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:35,542-Speed 3331.43 samples/sec Loss 0.0935 LearningRate 0.0000 Epoch: 19 Global Step: 327650 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:54:38,596-Speed 3353.28 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 327660 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:54:41,665-Speed 3338.42 samples/sec Loss 0.1058 LearningRate 0.0000 Epoch: 19 Global Step: 327670 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:54:44,741-Speed 3328.95 samples/sec Loss 0.0969 LearningRate 0.0000 Epoch: 19 Global Step: 327680 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:54:47,819-Speed 3327.31 samples/sec Loss 0.0975 LearningRate 0.0000 Epoch: 19 Global Step: 327690 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:54:50,901-Speed 3323.51 samples/sec Loss 0.1005 LearningRate 0.0000 Epoch: 19 Global Step: 327700 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:54:53,972-Speed 3335.30 samples/sec Loss 0.1095 LearningRate 0.0000 Epoch: 19 Global Step: 327710 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:54:57,082-Speed 3294.29 samples/sec Loss 0.0983 LearningRate 0.0000 Epoch: 19 Global Step: 327720 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:55:00,158-Speed 3329.60 samples/sec Loss 0.0936 LearningRate 0.0000 Epoch: 19 Global Step: 327730 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:55:03,226-Speed 3337.66 samples/sec Loss 0.1084 LearningRate 0.0000 Epoch: 19 Global Step: 327740 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:55:06,295-Speed 3337.70 samples/sec Loss 0.1171 LearningRate 0.0000 Epoch: 19 Global Step: 327750 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:55:09,365-Speed 3336.01 samples/sec Loss 0.0996 LearningRate 0.0000 Epoch: 19 Global Step: 327760 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:12,561-Speed 3204.33 samples/sec Loss 0.1135 LearningRate 0.0000 Epoch: 19 Global Step: 327770 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:15,639-Speed 3328.18 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 327780 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:18,735-Speed 3308.99 samples/sec Loss 0.1201 LearningRate 0.0000 Epoch: 19 Global Step: 327790 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:21,831-Speed 3308.00 samples/sec Loss 0.1006 LearningRate 0.0000 Epoch: 19 Global Step: 327800 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:24,958-Speed 3275.21 samples/sec Loss 0.1126 LearningRate 0.0000 Epoch: 19 Global Step: 327810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:28,043-Speed 3320.48 samples/sec Loss 0.1088 LearningRate 0.0000 Epoch: 19 Global Step: 327820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:31,111-Speed 3337.72 samples/sec Loss 0.1100 LearningRate 0.0000 Epoch: 19 Global Step: 327830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:34,197-Speed 3319.44 samples/sec Loss 0.1065 LearningRate 0.0000 Epoch: 19 Global Step: 327840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:37,297-Speed 3303.31 samples/sec Loss 0.1091 LearningRate 0.0000 Epoch: 19 Global Step: 327850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:40,500-Speed 3198.23 samples/sec Loss 0.1023 LearningRate 0.0000 Epoch: 19 Global Step: 327860 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:55:43,572-Speed 3334.76 samples/sec Loss 0.0933 LearningRate 0.0000 Epoch: 19 Global Step: 327870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:46,650-Speed 3327.43 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 327880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:49,721-Speed 3334.65 samples/sec Loss 0.1126 LearningRate 0.0000 Epoch: 19 Global Step: 327890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:52,810-Speed 3316.31 samples/sec Loss 0.1006 LearningRate 0.0000 Epoch: 19 Global Step: 327900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:55,994-Speed 3216.11 samples/sec Loss 0.1007 LearningRate 0.0000 Epoch: 19 Global Step: 327910 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:55:59,079-Speed 3320.44 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 327920 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:56:02,182-Speed 3300.41 samples/sec Loss 0.1000 LearningRate 0.0000 Epoch: 19 Global Step: 327930 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:56:05,277-Speed 3309.49 samples/sec Loss 0.1073 LearningRate 0.0000 Epoch: 19 Global Step: 327940 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:56:08,372-Speed 3309.80 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 327950 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:56:11,442-Speed 3336.68 samples/sec Loss 0.0946 LearningRate 0.0000 Epoch: 19 Global Step: 327960 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:56:14,546-Speed 3299.36 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 327970 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 09:56:17,607-Speed 3346.46 samples/sec Loss 0.1092 LearningRate 0.0000 Epoch: 19 Global Step: 327980 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:56:20,702-Speed 3308.49 samples/sec Loss 0.1105 LearningRate 0.0000 Epoch: 19 Global Step: 327990 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:56:23,801-Speed 3305.03 samples/sec Loss 0.1157 LearningRate 0.0000 Epoch: 19 Global Step: 328000 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:57:07,538-[lfw][328000]XNorm: 20.898565 Training: 2022-04-12 09:57:07,538-[lfw][328000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 09:57:07,539-[lfw][328000]Accuracy-Highest: 0.99817 Training: 2022-04-12 09:57:58,286-[cfp_fp][328000]XNorm: 22.769441 Training: 2022-04-12 09:57:58,286-[cfp_fp][328000]Accuracy-Flip: 0.99143+-0.00361 Training: 2022-04-12 09:57:58,287-[cfp_fp][328000]Accuracy-Highest: 0.99200 Training: 2022-04-12 09:58:42,000-[agedb_30][328000]XNorm: 22.953820 Training: 2022-04-12 09:58:42,001-[agedb_30][328000]Accuracy-Flip: 0.98567+-0.00655 Training: 2022-04-12 09:58:42,001-[agedb_30][328000]Accuracy-Highest: 0.98650 Training: 2022-04-12 09:58:45,081-Speed 72.48 samples/sec Loss 0.1061 LearningRate 0.0000 Epoch: 19 Global Step: 328010 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:58:48,143-Speed 3345.48 samples/sec Loss 0.1115 LearningRate 0.0000 Epoch: 19 Global Step: 328020 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:58:51,272-Speed 3273.49 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 328030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:58:54,319-Speed 3360.98 samples/sec Loss 0.1060 LearningRate 0.0000 Epoch: 19 Global Step: 328040 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:58:57,401-Speed 3323.33 samples/sec Loss 0.1089 LearningRate 0.0000 Epoch: 19 Global Step: 328050 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:00,501-Speed 3303.27 samples/sec Loss 0.1155 LearningRate 0.0000 Epoch: 19 Global Step: 328060 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:03,589-Speed 3317.64 samples/sec Loss 0.1123 LearningRate 0.0000 Epoch: 19 Global Step: 328070 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:06,657-Speed 3338.48 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 328080 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:09,754-Speed 3306.86 samples/sec Loss 0.1140 LearningRate 0.0000 Epoch: 19 Global Step: 328090 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:12,828-Speed 3331.83 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 328100 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:16,050-Speed 3178.78 samples/sec Loss 0.1026 LearningRate 0.0000 Epoch: 19 Global Step: 328110 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:19,160-Speed 3293.79 samples/sec Loss 0.0961 LearningRate 0.0000 Epoch: 19 Global Step: 328120 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:22,223-Speed 3343.31 samples/sec Loss 0.1165 LearningRate 0.0000 Epoch: 19 Global Step: 328130 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:25,300-Speed 3329.52 samples/sec Loss 0.1097 LearningRate 0.0000 Epoch: 19 Global Step: 328140 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:28,370-Speed 3335.56 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 328150 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:31,437-Speed 3339.47 samples/sec Loss 0.1034 LearningRate 0.0000 Epoch: 19 Global Step: 328160 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:34,499-Speed 3345.71 samples/sec Loss 0.0986 LearningRate 0.0000 Epoch: 19 Global Step: 328170 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:37,558-Speed 3348.37 samples/sec Loss 0.1006 LearningRate 0.0000 Epoch: 19 Global Step: 328180 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:40,633-Speed 3330.44 samples/sec Loss 0.1082 LearningRate 0.0000 Epoch: 19 Global Step: 328190 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:43,734-Speed 3302.95 samples/sec Loss 0.0969 LearningRate 0.0000 Epoch: 19 Global Step: 328200 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:46,905-Speed 3230.11 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 328210 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:49,976-Speed 3334.87 samples/sec Loss 0.0992 LearningRate 0.0000 Epoch: 19 Global Step: 328220 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:53,048-Speed 3334.13 samples/sec Loss 0.0932 LearningRate 0.0000 Epoch: 19 Global Step: 328230 Fp16 Grad Scale: 65536 Required: 1 hours Training: 2022-04-12 09:59:56,124-Speed 3329.72 samples/sec Loss 0.0959 LearningRate 0.0000 Epoch: 19 Global Step: 328240 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 09:59:59,204-Speed 3326.30 samples/sec Loss 0.1026 LearningRate 0.0000 Epoch: 19 Global Step: 328250 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:02,297-Speed 3311.21 samples/sec Loss 0.0977 LearningRate 0.0000 Epoch: 19 Global Step: 328260 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:05,368-Speed 3334.91 samples/sec Loss 0.1082 LearningRate 0.0000 Epoch: 19 Global Step: 328270 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:08,438-Speed 3335.90 samples/sec Loss 0.1064 LearningRate 0.0000 Epoch: 19 Global Step: 328280 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:11,542-Speed 3300.18 samples/sec Loss 0.1041 LearningRate 0.0000 Epoch: 19 Global Step: 328290 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:14,764-Speed 3178.87 samples/sec Loss 0.0968 LearningRate 0.0000 Epoch: 19 Global Step: 328300 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:17,894-Speed 3271.64 samples/sec Loss 0.1013 LearningRate 0.0000 Epoch: 19 Global Step: 328310 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:20,975-Speed 3325.13 samples/sec Loss 0.1004 LearningRate 0.0000 Epoch: 19 Global Step: 328320 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:24,062-Speed 3317.90 samples/sec Loss 0.1061 LearningRate 0.0000 Epoch: 19 Global Step: 328330 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:27,133-Speed 3334.70 samples/sec Loss 0.1064 LearningRate 0.0000 Epoch: 19 Global Step: 328340 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:00:30,202-Speed 3337.73 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 328350 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:33,309-Speed 3296.16 samples/sec Loss 0.0975 LearningRate 0.0000 Epoch: 19 Global Step: 328360 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:36,385-Speed 3330.04 samples/sec Loss 0.1069 LearningRate 0.0000 Epoch: 19 Global Step: 328370 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:39,468-Speed 3322.26 samples/sec Loss 0.1029 LearningRate 0.0000 Epoch: 19 Global Step: 328380 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:42,551-Speed 3321.95 samples/sec Loss 0.1146 LearningRate 0.0000 Epoch: 19 Global Step: 328390 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:45,649-Speed 3306.57 samples/sec Loss 0.1112 LearningRate 0.0000 Epoch: 19 Global Step: 328400 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:48,718-Speed 3337.23 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 328410 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:51,824-Speed 3297.73 samples/sec Loss 0.0954 LearningRate 0.0000 Epoch: 19 Global Step: 328420 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:54,887-Speed 3344.12 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 328430 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:00:57,974-Speed 3317.69 samples/sec Loss 0.1062 LearningRate 0.0000 Epoch: 19 Global Step: 328440 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:01,037-Speed 3343.38 samples/sec Loss 0.1010 LearningRate 0.0000 Epoch: 19 Global Step: 328450 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:01:04,102-Speed 3342.30 samples/sec Loss 0.0909 LearningRate 0.0000 Epoch: 19 Global Step: 328460 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:01:07,155-Speed 3354.13 samples/sec Loss 0.0986 LearningRate 0.0000 Epoch: 19 Global Step: 328470 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:10,226-Speed 3335.46 samples/sec Loss 0.0945 LearningRate 0.0000 Epoch: 19 Global Step: 328480 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:13,290-Speed 3343.04 samples/sec Loss 0.0958 LearningRate 0.0000 Epoch: 19 Global Step: 328490 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:16,459-Speed 3231.50 samples/sec Loss 0.0986 LearningRate 0.0000 Epoch: 19 Global Step: 328500 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:19,680-Speed 3180.89 samples/sec Loss 0.1011 LearningRate 0.0000 Epoch: 19 Global Step: 328510 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:22,750-Speed 3335.50 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 328520 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:25,877-Speed 3275.55 samples/sec Loss 0.1065 LearningRate 0.0000 Epoch: 19 Global Step: 328530 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:28,944-Speed 3339.30 samples/sec Loss 0.0985 LearningRate 0.0000 Epoch: 19 Global Step: 328540 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:32,013-Speed 3337.17 samples/sec Loss 0.1075 LearningRate 0.0000 Epoch: 19 Global Step: 328550 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:35,087-Speed 3332.25 samples/sec Loss 0.1033 LearningRate 0.0000 Epoch: 19 Global Step: 328560 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:38,151-Speed 3342.63 samples/sec Loss 0.1176 LearningRate 0.0000 Epoch: 19 Global Step: 328570 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:01:41,287-Speed 3266.37 samples/sec Loss 0.1009 LearningRate 0.0000 Epoch: 19 Global Step: 328580 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:01:44,359-Speed 3333.91 samples/sec Loss 0.1089 LearningRate 0.0000 Epoch: 19 Global Step: 328590 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:47,476-Speed 3285.93 samples/sec Loss 0.1012 LearningRate 0.0000 Epoch: 19 Global Step: 328600 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:50,545-Speed 3337.99 samples/sec Loss 0.0980 LearningRate 0.0000 Epoch: 19 Global Step: 328610 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:53,608-Speed 3343.16 samples/sec Loss 0.0980 LearningRate 0.0000 Epoch: 19 Global Step: 328620 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:56,671-Speed 3344.26 samples/sec Loss 0.1029 LearningRate 0.0000 Epoch: 19 Global Step: 328630 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:01:59,771-Speed 3304.01 samples/sec Loss 0.1046 LearningRate 0.0000 Epoch: 19 Global Step: 328640 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:02,874-Speed 3300.15 samples/sec Loss 0.1048 LearningRate 0.0000 Epoch: 19 Global Step: 328650 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:05,949-Speed 3331.63 samples/sec Loss 0.0953 LearningRate 0.0000 Epoch: 19 Global Step: 328660 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:09,011-Speed 3344.09 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 328670 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:12,107-Speed 3308.65 samples/sec Loss 0.0998 LearningRate 0.0000 Epoch: 19 Global Step: 328680 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:15,180-Speed 3333.73 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 328690 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:02:18,240-Speed 3346.72 samples/sec Loss 0.1134 LearningRate 0.0000 Epoch: 19 Global Step: 328700 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:21,300-Speed 3347.83 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 328710 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:24,379-Speed 3325.73 samples/sec Loss 0.1175 LearningRate 0.0000 Epoch: 19 Global Step: 328720 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:27,454-Speed 3330.78 samples/sec Loss 0.1112 LearningRate 0.0000 Epoch: 19 Global Step: 328730 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:30,531-Speed 3328.54 samples/sec Loss 0.1097 LearningRate 0.0000 Epoch: 19 Global Step: 328740 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:33,639-Speed 3296.10 samples/sec Loss 0.0988 LearningRate 0.0000 Epoch: 19 Global Step: 328750 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:36,800-Speed 3239.86 samples/sec Loss 0.0971 LearningRate 0.0000 Epoch: 19 Global Step: 328760 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:39,923-Speed 3280.01 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 328770 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:43,022-Speed 3304.88 samples/sec Loss 0.1049 LearningRate 0.0000 Epoch: 19 Global Step: 328780 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:46,087-Speed 3341.93 samples/sec Loss 0.1118 LearningRate 0.0000 Epoch: 19 Global Step: 328790 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:49,151-Speed 3342.73 samples/sec Loss 0.1068 LearningRate 0.0000 Epoch: 19 Global Step: 328800 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:02:52,230-Speed 3326.88 samples/sec Loss 0.1002 LearningRate 0.0000 Epoch: 19 Global Step: 328810 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:55,308-Speed 3327.76 samples/sec Loss 0.1154 LearningRate 0.0000 Epoch: 19 Global Step: 328820 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:02:58,379-Speed 3335.12 samples/sec Loss 0.1041 LearningRate 0.0000 Epoch: 19 Global Step: 328830 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:01,474-Speed 3309.17 samples/sec Loss 0.0921 LearningRate 0.0000 Epoch: 19 Global Step: 328840 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:04,554-Speed 3325.00 samples/sec Loss 0.1089 LearningRate 0.0000 Epoch: 19 Global Step: 328850 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:07,749-Speed 3205.89 samples/sec Loss 0.0972 LearningRate 0.0000 Epoch: 19 Global Step: 328860 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:10,822-Speed 3332.82 samples/sec Loss 0.1135 LearningRate 0.0000 Epoch: 19 Global Step: 328870 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:13,911-Speed 3316.73 samples/sec Loss 0.1091 LearningRate 0.0000 Epoch: 19 Global Step: 328880 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:17,061-Speed 3250.48 samples/sec Loss 0.1096 LearningRate 0.0000 Epoch: 19 Global Step: 328890 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:20,164-Speed 3301.54 samples/sec Loss 0.1068 LearningRate 0.0000 Epoch: 19 Global Step: 328900 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:23,243-Speed 3326.14 samples/sec Loss 0.1030 LearningRate 0.0000 Epoch: 19 Global Step: 328910 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:03:26,367-Speed 3278.48 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 328920 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:03:29,450-Speed 3321.81 samples/sec Loss 0.0975 LearningRate 0.0000 Epoch: 19 Global Step: 328930 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:03:32,535-Speed 3321.21 samples/sec Loss 0.1082 LearningRate 0.0000 Epoch: 19 Global Step: 328940 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:03:35,614-Speed 3326.58 samples/sec Loss 0.1033 LearningRate 0.0000 Epoch: 19 Global Step: 328950 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:03:38,670-Speed 3351.71 samples/sec Loss 0.1164 LearningRate 0.0000 Epoch: 19 Global Step: 328960 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:41,734-Speed 3342.89 samples/sec Loss 0.1061 LearningRate 0.0000 Epoch: 19 Global Step: 328970 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:44,813-Speed 3325.79 samples/sec Loss 0.1165 LearningRate 0.0000 Epoch: 19 Global Step: 328980 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:47,907-Speed 3311.00 samples/sec Loss 0.0943 LearningRate 0.0000 Epoch: 19 Global Step: 328990 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:50,979-Speed 3333.43 samples/sec Loss 0.0999 LearningRate 0.0000 Epoch: 19 Global Step: 329000 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:54,089-Speed 3292.82 samples/sec Loss 0.1014 LearningRate 0.0000 Epoch: 19 Global Step: 329010 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:03:57,162-Speed 3333.35 samples/sec Loss 0.1157 LearningRate 0.0000 Epoch: 19 Global Step: 329020 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:04:00,302-Speed 3261.98 samples/sec Loss 0.1028 LearningRate 0.0000 Epoch: 19 Global Step: 329030 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:04:03,397-Speed 3309.39 samples/sec Loss 0.0995 LearningRate 0.0000 Epoch: 19 Global Step: 329040 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:04:06,509-Speed 3291.71 samples/sec Loss 0.0983 LearningRate 0.0000 Epoch: 19 Global Step: 329050 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:04:09,602-Speed 3311.67 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 329060 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:04:12,701-Speed 3304.54 samples/sec Loss 0.1055 LearningRate 0.0000 Epoch: 19 Global Step: 329070 Fp16 Grad Scale: 262144 Required: 1 hours Training: 2022-04-12 10:04:15,759-Speed 3349.84 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 329080 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:04:18,937-Speed 3222.31 samples/sec Loss 0.1128 LearningRate 0.0000 Epoch: 19 Global Step: 329090 Fp16 Grad Scale: 131072 Required: 1 hours Training: 2022-04-12 10:04:22,046-Speed 3294.48 samples/sec Loss 0.1000 LearningRate 0.0000 Epoch: 19 Global Step: 329100 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:25,132-Speed 3318.45 samples/sec Loss 0.1117 LearningRate 0.0000 Epoch: 19 Global Step: 329110 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:28,204-Speed 3334.48 samples/sec Loss 0.0958 LearningRate 0.0000 Epoch: 19 Global Step: 329120 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:31,270-Speed 3341.68 samples/sec Loss 0.1109 LearningRate 0.0000 Epoch: 19 Global Step: 329130 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:34,334-Speed 3341.83 samples/sec Loss 0.0974 LearningRate 0.0000 Epoch: 19 Global Step: 329140 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:37,408-Speed 3332.31 samples/sec Loss 0.1037 LearningRate 0.0000 Epoch: 19 Global Step: 329150 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:40,472-Speed 3342.46 samples/sec Loss 0.1086 LearningRate 0.0000 Epoch: 19 Global Step: 329160 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:43,540-Speed 3338.36 samples/sec Loss 0.1081 LearningRate 0.0000 Epoch: 19 Global Step: 329170 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:04:46,607-Speed 3340.00 samples/sec Loss 0.1160 LearningRate 0.0000 Epoch: 19 Global Step: 329180 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:04:49,750-Speed 3259.21 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 329190 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:04:52,854-Speed 3299.36 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 329200 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:04:55,926-Speed 3334.09 samples/sec Loss 0.0954 LearningRate 0.0000 Epoch: 19 Global Step: 329210 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:04:58,997-Speed 3335.74 samples/sec Loss 0.1135 LearningRate 0.0000 Epoch: 19 Global Step: 329220 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:05:02,079-Speed 3322.87 samples/sec Loss 0.1137 LearningRate 0.0000 Epoch: 19 Global Step: 329230 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:05,198-Speed 3284.41 samples/sec Loss 0.1112 LearningRate 0.0000 Epoch: 19 Global Step: 329240 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:08,261-Speed 3342.82 samples/sec Loss 0.0933 LearningRate 0.0000 Epoch: 19 Global Step: 329250 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:11,407-Speed 3256.23 samples/sec Loss 0.1053 LearningRate 0.0000 Epoch: 19 Global Step: 329260 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:14,524-Speed 3285.27 samples/sec Loss 0.1108 LearningRate 0.0000 Epoch: 19 Global Step: 329270 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:17,642-Speed 3285.58 samples/sec Loss 0.1013 LearningRate 0.0000 Epoch: 19 Global Step: 329280 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:20,714-Speed 3333.69 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 329290 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:23,796-Speed 3323.23 samples/sec Loss 0.1016 LearningRate 0.0000 Epoch: 19 Global Step: 329300 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:26,865-Speed 3337.95 samples/sec Loss 0.1108 LearningRate 0.0000 Epoch: 19 Global Step: 329310 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:30,036-Speed 3229.69 samples/sec Loss 0.1056 LearningRate 0.0000 Epoch: 19 Global Step: 329320 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:33,106-Speed 3336.50 samples/sec Loss 0.1032 LearningRate 0.0000 Epoch: 19 Global Step: 329330 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:05:36,163-Speed 3351.00 samples/sec Loss 0.1040 LearningRate 0.0000 Epoch: 19 Global Step: 329340 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:39,276-Speed 3290.16 samples/sec Loss 0.0929 LearningRate 0.0000 Epoch: 19 Global Step: 329350 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:42,358-Speed 3322.20 samples/sec Loss 0.1030 LearningRate 0.0000 Epoch: 19 Global Step: 329360 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:45,469-Speed 3292.48 samples/sec Loss 0.1108 LearningRate 0.0000 Epoch: 19 Global Step: 329370 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:48,590-Speed 3282.19 samples/sec Loss 0.1070 LearningRate 0.0000 Epoch: 19 Global Step: 329380 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:51,696-Speed 3297.55 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 329390 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:54,773-Speed 3328.71 samples/sec Loss 0.1101 LearningRate 0.0000 Epoch: 19 Global Step: 329400 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:05:57,844-Speed 3335.31 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 329410 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:00,912-Speed 3337.86 samples/sec Loss 0.1074 LearningRate 0.0000 Epoch: 19 Global Step: 329420 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:03,979-Speed 3339.75 samples/sec Loss 0.1135 LearningRate 0.0000 Epoch: 19 Global Step: 329430 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:07,115-Speed 3266.65 samples/sec Loss 0.1083 LearningRate 0.0000 Epoch: 19 Global Step: 329440 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:10,192-Speed 3328.13 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 329450 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:13,291-Speed 3304.80 samples/sec Loss 0.1074 LearningRate 0.0000 Epoch: 19 Global Step: 329460 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:16,369-Speed 3328.05 samples/sec Loss 0.1111 LearningRate 0.0000 Epoch: 19 Global Step: 329470 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:19,450-Speed 3323.92 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 329480 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:22,526-Speed 3330.57 samples/sec Loss 0.1011 LearningRate 0.0000 Epoch: 19 Global Step: 329490 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:25,738-Speed 3188.96 samples/sec Loss 0.1089 LearningRate 0.0000 Epoch: 19 Global Step: 329500 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:28,822-Speed 3321.23 samples/sec Loss 0.1094 LearningRate 0.0000 Epoch: 19 Global Step: 329510 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:32,041-Speed 3181.27 samples/sec Loss 0.1154 LearningRate 0.0000 Epoch: 19 Global Step: 329520 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:06:35,104-Speed 3343.87 samples/sec Loss 0.1064 LearningRate 0.0000 Epoch: 19 Global Step: 329530 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:38,191-Speed 3318.41 samples/sec Loss 0.1051 LearningRate 0.0000 Epoch: 19 Global Step: 329540 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:41,300-Speed 3293.53 samples/sec Loss 0.0953 LearningRate 0.0000 Epoch: 19 Global Step: 329550 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:44,375-Speed 3331.85 samples/sec Loss 0.1155 LearningRate 0.0000 Epoch: 19 Global Step: 329560 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:47,439-Speed 3342.87 samples/sec Loss 0.0959 LearningRate 0.0000 Epoch: 19 Global Step: 329570 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:50,598-Speed 3242.04 samples/sec Loss 0.1039 LearningRate 0.0000 Epoch: 19 Global Step: 329580 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:53,826-Speed 3172.77 samples/sec Loss 0.1154 LearningRate 0.0000 Epoch: 19 Global Step: 329590 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:06:56,934-Speed 3295.69 samples/sec Loss 0.1083 LearningRate 0.0000 Epoch: 19 Global Step: 329600 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:00,030-Speed 3307.61 samples/sec Loss 0.0939 LearningRate 0.0000 Epoch: 19 Global Step: 329610 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:03,114-Speed 3321.48 samples/sec Loss 0.1077 LearningRate 0.0000 Epoch: 19 Global Step: 329620 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:06,194-Speed 3325.99 samples/sec Loss 0.0996 LearningRate 0.0000 Epoch: 19 Global Step: 329630 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:07:09,255-Speed 3345.96 samples/sec Loss 0.0970 LearningRate 0.0000 Epoch: 19 Global Step: 329640 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:12,329-Speed 3331.81 samples/sec Loss 0.1112 LearningRate 0.0000 Epoch: 19 Global Step: 329650 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:15,392-Speed 3343.85 samples/sec Loss 0.1023 LearningRate 0.0000 Epoch: 19 Global Step: 329660 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:18,471-Speed 3326.86 samples/sec Loss 0.1029 LearningRate 0.0000 Epoch: 19 Global Step: 329670 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:21,542-Speed 3334.98 samples/sec Loss 0.1072 LearningRate 0.0000 Epoch: 19 Global Step: 329680 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:24,642-Speed 3304.24 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 329690 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:27,715-Speed 3332.84 samples/sec Loss 0.0963 LearningRate 0.0000 Epoch: 19 Global Step: 329700 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:30,786-Speed 3335.47 samples/sec Loss 0.0958 LearningRate 0.0000 Epoch: 19 Global Step: 329710 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:33,859-Speed 3332.10 samples/sec Loss 0.1116 LearningRate 0.0000 Epoch: 19 Global Step: 329720 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:36,944-Speed 3321.28 samples/sec Loss 0.1100 LearningRate 0.0000 Epoch: 19 Global Step: 329730 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:40,013-Speed 3337.41 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 329740 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:07:43,085-Speed 3333.95 samples/sec Loss 0.1030 LearningRate 0.0000 Epoch: 19 Global Step: 329750 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:46,162-Speed 3328.51 samples/sec Loss 0.1075 LearningRate 0.0000 Epoch: 19 Global Step: 329760 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:49,225-Speed 3343.34 samples/sec Loss 0.1046 LearningRate 0.0000 Epoch: 19 Global Step: 329770 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:52,335-Speed 3293.64 samples/sec Loss 0.0970 LearningRate 0.0000 Epoch: 19 Global Step: 329780 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:55,436-Speed 3302.48 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 329790 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:07:58,503-Speed 3340.01 samples/sec Loss 0.1069 LearningRate 0.0000 Epoch: 19 Global Step: 329800 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:01,583-Speed 3325.18 samples/sec Loss 0.1002 LearningRate 0.0000 Epoch: 19 Global Step: 329810 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:04,691-Speed 3296.08 samples/sec Loss 0.1100 LearningRate 0.0000 Epoch: 19 Global Step: 329820 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:07,764-Speed 3333.02 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 329830 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:10,861-Speed 3307.31 samples/sec Loss 0.1059 LearningRate 0.0000 Epoch: 19 Global Step: 329840 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:14,012-Speed 3250.01 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 329850 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:08:17,161-Speed 3252.63 samples/sec Loss 0.1048 LearningRate 0.0000 Epoch: 19 Global Step: 329860 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:08:20,355-Speed 3207.20 samples/sec Loss 0.1178 LearningRate 0.0000 Epoch: 19 Global Step: 329870 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:23,435-Speed 3325.55 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 329880 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:26,517-Speed 3322.73 samples/sec Loss 0.0970 LearningRate 0.0000 Epoch: 19 Global Step: 329890 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:29,617-Speed 3304.68 samples/sec Loss 0.1150 LearningRate 0.0000 Epoch: 19 Global Step: 329900 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:32,706-Speed 3315.65 samples/sec Loss 0.1154 LearningRate 0.0000 Epoch: 19 Global Step: 329910 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:35,773-Speed 3339.28 samples/sec Loss 0.0907 LearningRate 0.0000 Epoch: 19 Global Step: 329920 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:38,842-Speed 3337.57 samples/sec Loss 0.0960 LearningRate 0.0000 Epoch: 19 Global Step: 329930 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:41,918-Speed 3329.24 samples/sec Loss 0.1026 LearningRate 0.0000 Epoch: 19 Global Step: 329940 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:44,996-Speed 3327.39 samples/sec Loss 0.1030 LearningRate 0.0000 Epoch: 19 Global Step: 329950 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:48,067-Speed 3336.21 samples/sec Loss 0.1033 LearningRate 0.0000 Epoch: 19 Global Step: 329960 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:51,174-Speed 3296.15 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 329970 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:08:54,231-Speed 3350.53 samples/sec Loss 0.1128 LearningRate 0.0000 Epoch: 19 Global Step: 329980 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:08:57,422-Speed 3209.06 samples/sec Loss 0.0935 LearningRate 0.0000 Epoch: 19 Global Step: 329990 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:09:00,495-Speed 3333.53 samples/sec Loss 0.1111 LearningRate 0.0000 Epoch: 19 Global Step: 330000 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:09:44,827-[lfw][330000]XNorm: 20.755443 Training: 2022-04-12 10:09:44,827-[lfw][330000]Accuracy-Flip: 0.99800+-0.00221 Training: 2022-04-12 10:09:44,828-[lfw][330000]Accuracy-Highest: 0.99817 Training: 2022-04-12 10:10:36,432-[cfp_fp][330000]XNorm: 22.637739 Training: 2022-04-12 10:10:36,433-[cfp_fp][330000]Accuracy-Flip: 0.99143+-0.00361 Training: 2022-04-12 10:10:36,433-[cfp_fp][330000]Accuracy-Highest: 0.99200 Training: 2022-04-12 10:11:20,926-[agedb_30][330000]XNorm: 22.813890 Training: 2022-04-12 10:11:20,927-[agedb_30][330000]Accuracy-Flip: 0.98583+-0.00616 Training: 2022-04-12 10:11:20,927-[agedb_30][330000]Accuracy-Highest: 0.98650 Training: 2022-04-12 10:11:23,996-Speed 71.36 samples/sec Loss 0.0965 LearningRate 0.0000 Epoch: 19 Global Step: 330010 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:27,085-Speed 3314.96 samples/sec Loss 0.0986 LearningRate 0.0000 Epoch: 19 Global Step: 330020 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:30,141-Speed 3351.60 samples/sec Loss 0.1084 LearningRate 0.0000 Epoch: 19 Global Step: 330030 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:33,205-Speed 3343.14 samples/sec Loss 0.0977 LearningRate 0.0000 Epoch: 19 Global Step: 330040 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:36,264-Speed 3347.36 samples/sec Loss 0.1160 LearningRate 0.0000 Epoch: 19 Global Step: 330050 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:39,371-Speed 3296.86 samples/sec Loss 0.0951 LearningRate 0.0000 Epoch: 19 Global Step: 330060 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:42,445-Speed 3332.38 samples/sec Loss 0.1112 LearningRate 0.0000 Epoch: 19 Global Step: 330070 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:45,513-Speed 3337.96 samples/sec Loss 0.1002 LearningRate 0.0000 Epoch: 19 Global Step: 330080 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:11:48,658-Speed 3256.32 samples/sec Loss 0.0950 LearningRate 0.0000 Epoch: 19 Global Step: 330090 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:11:51,752-Speed 3311.35 samples/sec Loss 0.1019 LearningRate 0.0000 Epoch: 19 Global Step: 330100 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:11:54,865-Speed 3290.44 samples/sec Loss 0.1077 LearningRate 0.0000 Epoch: 19 Global Step: 330110 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:11:58,028-Speed 3237.63 samples/sec Loss 0.1145 LearningRate 0.0000 Epoch: 19 Global Step: 330120 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:01,178-Speed 3251.17 samples/sec Loss 0.1129 LearningRate 0.0000 Epoch: 19 Global Step: 330130 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:04,258-Speed 3326.32 samples/sec Loss 0.1078 LearningRate 0.0000 Epoch: 19 Global Step: 330140 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:07,468-Speed 3190.56 samples/sec Loss 0.1067 LearningRate 0.0000 Epoch: 19 Global Step: 330150 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:10,539-Speed 3335.14 samples/sec Loss 0.1118 LearningRate 0.0000 Epoch: 19 Global Step: 330160 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:13,590-Speed 3356.49 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 330170 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:16,666-Speed 3329.61 samples/sec Loss 0.0997 LearningRate 0.0000 Epoch: 19 Global Step: 330180 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:19,733-Speed 3340.49 samples/sec Loss 0.0985 LearningRate 0.0000 Epoch: 19 Global Step: 330190 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:22,797-Speed 3342.49 samples/sec Loss 0.1026 LearningRate 0.0000 Epoch: 19 Global Step: 330200 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:25,864-Speed 3339.42 samples/sec Loss 0.1044 LearningRate 0.0000 Epoch: 19 Global Step: 330210 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:28,962-Speed 3305.76 samples/sec Loss 0.0996 LearningRate 0.0000 Epoch: 19 Global Step: 330220 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:32,041-Speed 3327.30 samples/sec Loss 0.1016 LearningRate 0.0000 Epoch: 19 Global Step: 330230 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:35,132-Speed 3313.02 samples/sec Loss 0.1060 LearningRate 0.0000 Epoch: 19 Global Step: 330240 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:38,297-Speed 3236.42 samples/sec Loss 0.1101 LearningRate 0.0000 Epoch: 19 Global Step: 330250 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:41,374-Speed 3327.80 samples/sec Loss 0.1017 LearningRate 0.0000 Epoch: 19 Global Step: 330260 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:12:44,459-Speed 3320.34 samples/sec Loss 0.1011 LearningRate 0.0000 Epoch: 19 Global Step: 330270 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:47,571-Speed 3292.27 samples/sec Loss 0.0989 LearningRate 0.0000 Epoch: 19 Global Step: 330280 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:50,639-Speed 3337.85 samples/sec Loss 0.1014 LearningRate 0.0000 Epoch: 19 Global Step: 330290 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:53,723-Speed 3321.43 samples/sec Loss 0.1064 LearningRate 0.0000 Epoch: 19 Global Step: 330300 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:56,824-Speed 3302.39 samples/sec Loss 0.1074 LearningRate 0.0000 Epoch: 19 Global Step: 330310 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:12:59,913-Speed 3316.18 samples/sec Loss 0.1082 LearningRate 0.0000 Epoch: 19 Global Step: 330320 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:13:02,983-Speed 3336.17 samples/sec Loss 0.0962 LearningRate 0.0000 Epoch: 19 Global Step: 330330 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:13:06,056-Speed 3332.88 samples/sec Loss 0.1126 LearningRate 0.0000 Epoch: 19 Global Step: 330340 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:13:09,199-Speed 3259.09 samples/sec Loss 0.1123 LearningRate 0.0000 Epoch: 19 Global Step: 330350 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:13:12,298-Speed 3304.28 samples/sec Loss 0.1032 LearningRate 0.0000 Epoch: 19 Global Step: 330360 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:13:15,461-Speed 3239.12 samples/sec Loss 0.0998 LearningRate 0.0000 Epoch: 19 Global Step: 330370 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:13:18,528-Speed 3338.65 samples/sec Loss 0.0998 LearningRate 0.0000 Epoch: 19 Global Step: 330380 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:13:21,582-Speed 3353.85 samples/sec Loss 0.0973 LearningRate 0.0000 Epoch: 19 Global Step: 330390 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:13:24,635-Speed 3355.02 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 330400 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:27,719-Speed 3320.67 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 330410 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:30,815-Speed 3308.99 samples/sec Loss 0.0974 LearningRate 0.0000 Epoch: 19 Global Step: 330420 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:33,945-Speed 3272.13 samples/sec Loss 0.1114 LearningRate 0.0000 Epoch: 19 Global Step: 330430 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:37,036-Speed 3313.19 samples/sec Loss 0.1026 LearningRate 0.0000 Epoch: 19 Global Step: 330440 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:40,124-Speed 3317.56 samples/sec Loss 0.1164 LearningRate 0.0000 Epoch: 19 Global Step: 330450 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:43,242-Speed 3285.26 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 330460 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:46,332-Speed 3314.64 samples/sec Loss 0.0999 LearningRate 0.0000 Epoch: 19 Global Step: 330470 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:49,517-Speed 3215.47 samples/sec Loss 0.1000 LearningRate 0.0000 Epoch: 19 Global Step: 330480 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:52,590-Speed 3333.33 samples/sec Loss 0.1028 LearningRate 0.0000 Epoch: 19 Global Step: 330490 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:13:55,691-Speed 3301.85 samples/sec Loss 0.1040 LearningRate 0.0000 Epoch: 19 Global Step: 330500 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:13:58,776-Speed 3320.73 samples/sec Loss 0.1051 LearningRate 0.0000 Epoch: 19 Global Step: 330510 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:01,854-Speed 3326.85 samples/sec Loss 0.1086 LearningRate 0.0000 Epoch: 19 Global Step: 330520 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:04,963-Speed 3294.55 samples/sec Loss 0.0985 LearningRate 0.0000 Epoch: 19 Global Step: 330530 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:08,044-Speed 3324.60 samples/sec Loss 0.1036 LearningRate 0.0000 Epoch: 19 Global Step: 330540 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:11,118-Speed 3332.31 samples/sec Loss 0.1105 LearningRate 0.0000 Epoch: 19 Global Step: 330550 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:14,222-Speed 3299.86 samples/sec Loss 0.1055 LearningRate 0.0000 Epoch: 19 Global Step: 330560 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:17,312-Speed 3314.62 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 330570 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:20,392-Speed 3325.13 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 330580 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:23,467-Speed 3330.38 samples/sec Loss 0.0996 LearningRate 0.0000 Epoch: 19 Global Step: 330590 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:26,530-Speed 3344.06 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 330600 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:29,596-Speed 3340.35 samples/sec Loss 0.0991 LearningRate 0.0000 Epoch: 19 Global Step: 330610 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:32,664-Speed 3339.20 samples/sec Loss 0.0986 LearningRate 0.0000 Epoch: 19 Global Step: 330620 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:35,732-Speed 3338.70 samples/sec Loss 0.0954 LearningRate 0.0000 Epoch: 19 Global Step: 330630 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:38,814-Speed 3323.44 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 330640 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:41,889-Speed 3330.63 samples/sec Loss 0.1081 LearningRate 0.0000 Epoch: 19 Global Step: 330650 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:45,040-Speed 3249.98 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 330660 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:48,107-Speed 3339.58 samples/sec Loss 0.1061 LearningRate 0.0000 Epoch: 19 Global Step: 330670 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:51,213-Speed 3297.70 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 330680 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:54,376-Speed 3238.28 samples/sec Loss 0.1016 LearningRate 0.0000 Epoch: 19 Global Step: 330690 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:14:57,449-Speed 3332.28 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 330700 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:15:00,499-Speed 3358.88 samples/sec Loss 0.1010 LearningRate 0.0000 Epoch: 19 Global Step: 330710 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:03,572-Speed 3332.78 samples/sec Loss 0.1085 LearningRate 0.0000 Epoch: 19 Global Step: 330720 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:06,653-Speed 3324.12 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 330730 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:09,735-Speed 3323.93 samples/sec Loss 0.1031 LearningRate 0.0000 Epoch: 19 Global Step: 330740 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:12,809-Speed 3331.65 samples/sec Loss 0.1109 LearningRate 0.0000 Epoch: 19 Global Step: 330750 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:15,873-Speed 3342.89 samples/sec Loss 0.1014 LearningRate 0.0000 Epoch: 19 Global Step: 330760 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:18,936-Speed 3343.16 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 330770 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:22,013-Speed 3328.86 samples/sec Loss 0.0938 LearningRate 0.0000 Epoch: 19 Global Step: 330780 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:25,096-Speed 3322.81 samples/sec Loss 0.1063 LearningRate 0.0000 Epoch: 19 Global Step: 330790 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:28,185-Speed 3315.49 samples/sec Loss 0.1039 LearningRate 0.0000 Epoch: 19 Global Step: 330800 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:31,408-Speed 3178.46 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 330810 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:15:34,474-Speed 3339.82 samples/sec Loss 0.1081 LearningRate 0.0000 Epoch: 19 Global Step: 330820 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:37,571-Speed 3307.34 samples/sec Loss 0.1063 LearningRate 0.0000 Epoch: 19 Global Step: 330830 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:40,632-Speed 3346.79 samples/sec Loss 0.0923 LearningRate 0.0000 Epoch: 19 Global Step: 330840 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:43,703-Speed 3334.80 samples/sec Loss 0.1177 LearningRate 0.0000 Epoch: 19 Global Step: 330850 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:46,761-Speed 3349.51 samples/sec Loss 0.1003 LearningRate 0.0000 Epoch: 19 Global Step: 330860 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:49,847-Speed 3318.87 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 330870 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:52,917-Speed 3335.91 samples/sec Loss 0.1050 LearningRate 0.0000 Epoch: 19 Global Step: 330880 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:56,000-Speed 3322.47 samples/sec Loss 0.1100 LearningRate 0.0000 Epoch: 19 Global Step: 330890 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:15:59,091-Speed 3314.09 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 330900 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:16:02,173-Speed 3323.88 samples/sec Loss 0.1123 LearningRate 0.0000 Epoch: 19 Global Step: 330910 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:16:05,278-Speed 3298.23 samples/sec Loss 0.1051 LearningRate 0.0000 Epoch: 19 Global Step: 330920 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:16:08,343-Speed 3341.87 samples/sec Loss 0.1059 LearningRate 0.0000 Epoch: 19 Global Step: 330930 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:16:11,408-Speed 3341.50 samples/sec Loss 0.1046 LearningRate 0.0000 Epoch: 19 Global Step: 330940 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:16:14,478-Speed 3335.48 samples/sec Loss 0.1041 LearningRate 0.0000 Epoch: 19 Global Step: 330950 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:16:17,554-Speed 3329.73 samples/sec Loss 0.1063 LearningRate 0.0000 Epoch: 19 Global Step: 330960 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:16:20,733-Speed 3222.39 samples/sec Loss 0.0999 LearningRate 0.0000 Epoch: 19 Global Step: 330970 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:16:23,928-Speed 3205.49 samples/sec Loss 0.1155 LearningRate 0.0000 Epoch: 19 Global Step: 330980 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:27,163-Speed 3166.71 samples/sec Loss 0.1053 LearningRate 0.0000 Epoch: 19 Global Step: 330990 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:30,224-Speed 3345.60 samples/sec Loss 0.1141 LearningRate 0.0000 Epoch: 19 Global Step: 331000 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:33,286-Speed 3345.57 samples/sec Loss 0.1095 LearningRate 0.0000 Epoch: 19 Global Step: 331010 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:36,353-Speed 3338.81 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 331020 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:39,430-Speed 3328.82 samples/sec Loss 0.0993 LearningRate 0.0000 Epoch: 19 Global Step: 331030 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:42,496-Speed 3340.07 samples/sec Loss 0.1130 LearningRate 0.0000 Epoch: 19 Global Step: 331040 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:45,566-Speed 3336.68 samples/sec Loss 0.1080 LearningRate 0.0000 Epoch: 19 Global Step: 331050 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:48,632-Speed 3341.03 samples/sec Loss 0.0958 LearningRate 0.0000 Epoch: 19 Global Step: 331060 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:51,721-Speed 3316.11 samples/sec Loss 0.1080 LearningRate 0.0000 Epoch: 19 Global Step: 331070 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:16:54,789-Speed 3337.98 samples/sec Loss 0.1055 LearningRate 0.0000 Epoch: 19 Global Step: 331080 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:16:57,998-Speed 3191.93 samples/sec Loss 0.0991 LearningRate 0.0000 Epoch: 19 Global Step: 331090 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:01,177-Speed 3221.65 samples/sec Loss 0.1157 LearningRate 0.0000 Epoch: 19 Global Step: 331100 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:04,245-Speed 3337.96 samples/sec Loss 0.1089 LearningRate 0.0000 Epoch: 19 Global Step: 331110 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:07,329-Speed 3321.93 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 331120 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:10,392-Speed 3343.22 samples/sec Loss 0.0998 LearningRate 0.0000 Epoch: 19 Global Step: 331130 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:13,461-Speed 3337.44 samples/sec Loss 0.1139 LearningRate 0.0000 Epoch: 19 Global Step: 331140 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:16,524-Speed 3344.71 samples/sec Loss 0.0963 LearningRate 0.0000 Epoch: 19 Global Step: 331150 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:19,594-Speed 3336.02 samples/sec Loss 0.1109 LearningRate 0.0000 Epoch: 19 Global Step: 331160 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:22,739-Speed 3256.97 samples/sec Loss 0.1012 LearningRate 0.0000 Epoch: 19 Global Step: 331170 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:25,878-Speed 3262.16 samples/sec Loss 0.1013 LearningRate 0.0000 Epoch: 19 Global Step: 331180 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:17:28,937-Speed 3348.82 samples/sec Loss 0.1058 LearningRate 0.0000 Epoch: 19 Global Step: 331190 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:31,998-Speed 3345.43 samples/sec Loss 0.1100 LearningRate 0.0000 Epoch: 19 Global Step: 331200 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:35,069-Speed 3334.74 samples/sec Loss 0.1105 LearningRate 0.0000 Epoch: 19 Global Step: 331210 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:38,153-Speed 3321.63 samples/sec Loss 0.1075 LearningRate 0.0000 Epoch: 19 Global Step: 331220 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:41,214-Speed 3345.70 samples/sec Loss 0.0973 LearningRate 0.0000 Epoch: 19 Global Step: 331230 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:44,282-Speed 3338.98 samples/sec Loss 0.1100 LearningRate 0.0000 Epoch: 19 Global Step: 331240 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:47,348-Speed 3340.35 samples/sec Loss 0.1059 LearningRate 0.0000 Epoch: 19 Global Step: 331250 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:50,460-Speed 3291.18 samples/sec Loss 0.1062 LearningRate 0.0000 Epoch: 19 Global Step: 331260 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:53,525-Speed 3341.93 samples/sec Loss 0.1023 LearningRate 0.0000 Epoch: 19 Global Step: 331270 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:56,589-Speed 3342.45 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 331280 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:17:59,663-Speed 3331.86 samples/sec Loss 0.1037 LearningRate 0.0000 Epoch: 19 Global Step: 331290 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:02,788-Speed 3278.23 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 331300 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:05,892-Speed 3298.72 samples/sec Loss 0.1133 LearningRate 0.0000 Epoch: 19 Global Step: 331310 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:08,975-Speed 3322.72 samples/sec Loss 0.0998 LearningRate 0.0000 Epoch: 19 Global Step: 331320 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:12,101-Speed 3276.96 samples/sec Loss 0.1107 LearningRate 0.0000 Epoch: 19 Global Step: 331330 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:15,165-Speed 3343.00 samples/sec Loss 0.1044 LearningRate 0.0000 Epoch: 19 Global Step: 331340 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:18,231-Speed 3340.41 samples/sec Loss 0.1065 LearningRate 0.0000 Epoch: 19 Global Step: 331350 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:21,296-Speed 3341.42 samples/sec Loss 0.1045 LearningRate 0.0000 Epoch: 19 Global Step: 331360 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:24,513-Speed 3183.79 samples/sec Loss 0.1044 LearningRate 0.0000 Epoch: 19 Global Step: 331370 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:27,615-Speed 3302.05 samples/sec Loss 0.1108 LearningRate 0.0000 Epoch: 19 Global Step: 331380 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:30,687-Speed 3333.58 samples/sec Loss 0.0925 LearningRate 0.0000 Epoch: 19 Global Step: 331390 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:33,769-Speed 3322.96 samples/sec Loss 0.1077 LearningRate 0.0000 Epoch: 19 Global Step: 331400 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:36,945-Speed 3225.93 samples/sec Loss 0.1073 LearningRate 0.0000 Epoch: 19 Global Step: 331410 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:40,028-Speed 3322.57 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 331420 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:43,100-Speed 3333.36 samples/sec Loss 0.1038 LearningRate 0.0000 Epoch: 19 Global Step: 331430 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:46,167-Speed 3339.81 samples/sec Loss 0.1032 LearningRate 0.0000 Epoch: 19 Global Step: 331440 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:49,267-Speed 3303.67 samples/sec Loss 0.1028 LearningRate 0.0000 Epoch: 19 Global Step: 331450 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:52,334-Speed 3339.79 samples/sec Loss 0.1044 LearningRate 0.0000 Epoch: 19 Global Step: 331460 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:18:55,417-Speed 3322.30 samples/sec Loss 0.1035 LearningRate 0.0000 Epoch: 19 Global Step: 331470 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:18:58,505-Speed 3315.95 samples/sec Loss 0.1091 LearningRate 0.0000 Epoch: 19 Global Step: 331480 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:01,618-Speed 3291.40 samples/sec Loss 0.1034 LearningRate 0.0000 Epoch: 19 Global Step: 331490 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:04,693-Speed 3330.39 samples/sec Loss 0.1065 LearningRate 0.0000 Epoch: 19 Global Step: 331500 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:07,763-Speed 3335.89 samples/sec Loss 0.0943 LearningRate 0.0000 Epoch: 19 Global Step: 331510 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:10,909-Speed 3255.59 samples/sec Loss 0.0975 LearningRate 0.0000 Epoch: 19 Global Step: 331520 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:13,983-Speed 3331.81 samples/sec Loss 0.1007 LearningRate 0.0000 Epoch: 19 Global Step: 331530 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:17,078-Speed 3309.12 samples/sec Loss 0.0965 LearningRate 0.0000 Epoch: 19 Global Step: 331540 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:20,261-Speed 3218.52 samples/sec Loss 0.1087 LearningRate 0.0000 Epoch: 19 Global Step: 331550 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:23,387-Speed 3276.30 samples/sec Loss 0.1081 LearningRate 0.0000 Epoch: 19 Global Step: 331560 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:26,478-Speed 3313.67 samples/sec Loss 0.0957 LearningRate 0.0000 Epoch: 19 Global Step: 331570 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:19:29,565-Speed 3317.66 samples/sec Loss 0.1069 LearningRate 0.0000 Epoch: 19 Global Step: 331580 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:19:32,644-Speed 3326.91 samples/sec Loss 0.1025 LearningRate 0.0000 Epoch: 19 Global Step: 331590 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:19:35,705-Speed 3346.09 samples/sec Loss 0.1067 LearningRate 0.0000 Epoch: 19 Global Step: 331600 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:38,779-Speed 3331.52 samples/sec Loss 0.0965 LearningRate 0.0000 Epoch: 19 Global Step: 331610 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:41,854-Speed 3330.81 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 331620 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:44,939-Speed 3320.60 samples/sec Loss 0.1047 LearningRate 0.0000 Epoch: 19 Global Step: 331630 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:48,020-Speed 3324.02 samples/sec Loss 0.1019 LearningRate 0.0000 Epoch: 19 Global Step: 331640 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:51,244-Speed 3176.42 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 331650 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:54,362-Speed 3285.40 samples/sec Loss 0.1091 LearningRate 0.0000 Epoch: 19 Global Step: 331660 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:19:57,447-Speed 3320.37 samples/sec Loss 0.1082 LearningRate 0.0000 Epoch: 19 Global Step: 331670 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:00,540-Speed 3310.75 samples/sec Loss 0.1110 LearningRate 0.0000 Epoch: 19 Global Step: 331680 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:03,677-Speed 3265.20 samples/sec Loss 0.1090 LearningRate 0.0000 Epoch: 19 Global Step: 331690 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:06,776-Speed 3305.50 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 331700 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:09,985-Speed 3191.65 samples/sec Loss 0.1025 LearningRate 0.0000 Epoch: 19 Global Step: 331710 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:13,079-Speed 3309.65 samples/sec Loss 0.1096 LearningRate 0.0000 Epoch: 19 Global Step: 331720 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:16,214-Speed 3267.19 samples/sec Loss 0.0998 LearningRate 0.0000 Epoch: 19 Global Step: 331730 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:19,322-Speed 3295.77 samples/sec Loss 0.1088 LearningRate 0.0000 Epoch: 19 Global Step: 331740 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:22,425-Speed 3301.17 samples/sec Loss 0.0989 LearningRate 0.0000 Epoch: 19 Global Step: 331750 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:25,488-Speed 3344.15 samples/sec Loss 0.1148 LearningRate 0.0000 Epoch: 19 Global Step: 331760 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:28,562-Speed 3331.09 samples/sec Loss 0.1032 LearningRate 0.0000 Epoch: 19 Global Step: 331770 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:31,631-Speed 3338.10 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 331780 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:20:34,722-Speed 3312.93 samples/sec Loss 0.1062 LearningRate 0.0000 Epoch: 19 Global Step: 331790 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:37,790-Speed 3337.92 samples/sec Loss 0.1065 LearningRate 0.0000 Epoch: 19 Global Step: 331800 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:40,886-Speed 3308.29 samples/sec Loss 0.1058 LearningRate 0.0000 Epoch: 19 Global Step: 331810 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:43,976-Speed 3315.11 samples/sec Loss 0.1025 LearningRate 0.0000 Epoch: 19 Global Step: 331820 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:47,050-Speed 3332.26 samples/sec Loss 0.1037 LearningRate 0.0000 Epoch: 19 Global Step: 331830 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:50,148-Speed 3306.19 samples/sec Loss 0.1039 LearningRate 0.0000 Epoch: 19 Global Step: 331840 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:53,221-Speed 3333.11 samples/sec Loss 0.1056 LearningRate 0.0000 Epoch: 19 Global Step: 331850 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:56,293-Speed 3333.71 samples/sec Loss 0.1197 LearningRate 0.0000 Epoch: 19 Global Step: 331860 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:20:59,393-Speed 3303.33 samples/sec Loss 0.1033 LearningRate 0.0000 Epoch: 19 Global Step: 331870 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:21:02,486-Speed 3311.80 samples/sec Loss 0.1049 LearningRate 0.0000 Epoch: 19 Global Step: 331880 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:21:05,631-Speed 3257.20 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 331890 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:08,730-Speed 3304.22 samples/sec Loss 0.1055 LearningRate 0.0000 Epoch: 19 Global Step: 331900 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:11,798-Speed 3338.39 samples/sec Loss 0.1029 LearningRate 0.0000 Epoch: 19 Global Step: 331910 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:14,866-Speed 3339.57 samples/sec Loss 0.1060 LearningRate 0.0000 Epoch: 19 Global Step: 331920 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:17,969-Speed 3300.41 samples/sec Loss 0.1088 LearningRate 0.0000 Epoch: 19 Global Step: 331930 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:21,043-Speed 3331.70 samples/sec Loss 0.0989 LearningRate 0.0000 Epoch: 19 Global Step: 331940 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:24,119-Speed 3330.30 samples/sec Loss 0.0988 LearningRate 0.0000 Epoch: 19 Global Step: 331950 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:27,183-Speed 3342.49 samples/sec Loss 0.0957 LearningRate 0.0000 Epoch: 19 Global Step: 331960 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:21:30,234-Speed 3357.01 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 331970 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:21:33,308-Speed 3331.69 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 331980 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:21:36,395-Speed 3318.05 samples/sec Loss 0.0962 LearningRate 0.0000 Epoch: 19 Global Step: 331990 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:21:39,476-Speed 3323.76 samples/sec Loss 0.1030 LearningRate 0.0000 Epoch: 19 Global Step: 332000 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:22:23,409-[lfw][332000]XNorm: 20.656130 Training: 2022-04-12 10:22:23,409-[lfw][332000]Accuracy-Flip: 0.99783+-0.00259 Training: 2022-04-12 10:22:23,410-[lfw][332000]Accuracy-Highest: 0.99817 Training: 2022-04-12 10:23:14,012-[cfp_fp][332000]XNorm: 22.591580 Training: 2022-04-12 10:23:14,012-[cfp_fp][332000]Accuracy-Flip: 0.99100+-0.00394 Training: 2022-04-12 10:23:14,013-[cfp_fp][332000]Accuracy-Highest: 0.99200 Training: 2022-04-12 10:23:57,424-[agedb_30][332000]XNorm: 22.777670 Training: 2022-04-12 10:23:57,425-[agedb_30][332000]Accuracy-Flip: 0.98650+-0.00555 Training: 2022-04-12 10:23:57,425-[agedb_30][332000]Accuracy-Highest: 0.98650 Training: 2022-04-12 10:24:00,488-Speed 72.62 samples/sec Loss 0.0908 LearningRate 0.0000 Epoch: 19 Global Step: 332010 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:24:03,549-Speed 3345.10 samples/sec Loss 0.1115 LearningRate 0.0000 Epoch: 19 Global Step: 332020 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:24:06,625-Speed 3330.13 samples/sec Loss 0.1069 LearningRate 0.0000 Epoch: 19 Global Step: 332030 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:24:09,701-Speed 3329.82 samples/sec Loss 0.1014 LearningRate 0.0000 Epoch: 19 Global Step: 332040 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:24:12,761-Speed 3347.54 samples/sec Loss 0.0984 LearningRate 0.0000 Epoch: 19 Global Step: 332050 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:24:15,818-Speed 3349.74 samples/sec Loss 0.1074 LearningRate 0.0000 Epoch: 19 Global Step: 332060 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:24:18,889-Speed 3335.44 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 332070 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:21,958-Speed 3337.96 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 332080 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:25,039-Speed 3323.87 samples/sec Loss 0.1003 LearningRate 0.0000 Epoch: 19 Global Step: 332090 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:28,169-Speed 3272.54 samples/sec Loss 0.0978 LearningRate 0.0000 Epoch: 19 Global Step: 332100 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:31,282-Speed 3290.08 samples/sec Loss 0.0968 LearningRate 0.0000 Epoch: 19 Global Step: 332110 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:34,356-Speed 3331.77 samples/sec Loss 0.0925 LearningRate 0.0000 Epoch: 19 Global Step: 332120 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:37,435-Speed 3326.54 samples/sec Loss 0.1105 LearningRate 0.0000 Epoch: 19 Global Step: 332130 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:40,494-Speed 3348.28 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 332140 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:43,579-Speed 3320.14 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 332150 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:46,641-Speed 3344.29 samples/sec Loss 0.0981 LearningRate 0.0000 Epoch: 19 Global Step: 332160 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:49,704-Speed 3344.27 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 332170 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:52,797-Speed 3311.63 samples/sec Loss 0.0974 LearningRate 0.0000 Epoch: 19 Global Step: 332180 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:55,874-Speed 3328.32 samples/sec Loss 0.1037 LearningRate 0.0000 Epoch: 19 Global Step: 332190 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:24:58,966-Speed 3312.16 samples/sec Loss 0.1123 LearningRate 0.0000 Epoch: 19 Global Step: 332200 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:02,038-Speed 3334.30 samples/sec Loss 0.1123 LearningRate 0.0000 Epoch: 19 Global Step: 332210 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:05,107-Speed 3338.06 samples/sec Loss 0.1075 LearningRate 0.0000 Epoch: 19 Global Step: 332220 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:08,207-Speed 3304.39 samples/sec Loss 0.1098 LearningRate 0.0000 Epoch: 19 Global Step: 332230 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:11,268-Speed 3346.27 samples/sec Loss 0.1018 LearningRate 0.0000 Epoch: 19 Global Step: 332240 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:14,353-Speed 3319.26 samples/sec Loss 0.0948 LearningRate 0.0000 Epoch: 19 Global Step: 332250 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:17,418-Speed 3341.29 samples/sec Loss 0.1180 LearningRate 0.0000 Epoch: 19 Global Step: 332260 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:20,545-Speed 3275.15 samples/sec Loss 0.1043 LearningRate 0.0000 Epoch: 19 Global Step: 332270 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:25:23,635-Speed 3314.96 samples/sec Loss 0.1093 LearningRate 0.0000 Epoch: 19 Global Step: 332280 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:26,695-Speed 3347.16 samples/sec Loss 0.0971 LearningRate 0.0000 Epoch: 19 Global Step: 332290 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:29,783-Speed 3316.83 samples/sec Loss 0.1049 LearningRate 0.0000 Epoch: 19 Global Step: 332300 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:25:32,840-Speed 3350.57 samples/sec Loss 0.0949 LearningRate 0.0000 Epoch: 19 Global Step: 332310 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:35,904-Speed 3343.17 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 332320 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:38,984-Speed 3325.29 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 332330 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:42,049-Speed 3342.31 samples/sec Loss 0.1100 LearningRate 0.0000 Epoch: 19 Global Step: 332340 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:45,131-Speed 3323.05 samples/sec Loss 0.1096 LearningRate 0.0000 Epoch: 19 Global Step: 332350 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:48,220-Speed 3314.97 samples/sec Loss 0.0951 LearningRate 0.0000 Epoch: 19 Global Step: 332360 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:51,289-Speed 3337.66 samples/sec Loss 0.1034 LearningRate 0.0000 Epoch: 19 Global Step: 332370 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:54,372-Speed 3322.39 samples/sec Loss 0.1071 LearningRate 0.0000 Epoch: 19 Global Step: 332380 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:25:57,443-Speed 3334.88 samples/sec Loss 0.0967 LearningRate 0.0000 Epoch: 19 Global Step: 332390 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:26:00,527-Speed 3321.53 samples/sec Loss 0.1068 LearningRate 0.0000 Epoch: 19 Global Step: 332400 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:26:03,634-Speed 3296.15 samples/sec Loss 0.1089 LearningRate 0.0000 Epoch: 19 Global Step: 332410 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:06,785-Speed 3250.80 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 332420 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:09,850-Speed 3341.62 samples/sec Loss 0.0957 LearningRate 0.0000 Epoch: 19 Global Step: 332430 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:12,913-Speed 3343.44 samples/sec Loss 0.1206 LearningRate 0.0000 Epoch: 19 Global Step: 332440 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:15,985-Speed 3334.26 samples/sec Loss 0.1000 LearningRate 0.0000 Epoch: 19 Global Step: 332450 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:19,154-Speed 3232.48 samples/sec Loss 0.1153 LearningRate 0.0000 Epoch: 19 Global Step: 332460 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:22,379-Speed 3175.93 samples/sec Loss 0.0948 LearningRate 0.0000 Epoch: 19 Global Step: 332470 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:25,531-Speed 3249.71 samples/sec Loss 0.1039 LearningRate 0.0000 Epoch: 19 Global Step: 332480 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:28,591-Speed 3346.64 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 332490 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:31,719-Speed 3274.80 samples/sec Loss 0.0921 LearningRate 0.0000 Epoch: 19 Global Step: 332500 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:34,806-Speed 3318.13 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 332510 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:26:37,867-Speed 3345.49 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 332520 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:26:40,945-Speed 3327.91 samples/sec Loss 0.1021 LearningRate 0.0000 Epoch: 19 Global Step: 332530 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:26:43,998-Speed 3354.42 samples/sec Loss 0.0898 LearningRate 0.0000 Epoch: 19 Global Step: 332540 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:47,151-Speed 3248.55 samples/sec Loss 0.1006 LearningRate 0.0000 Epoch: 19 Global Step: 332550 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:50,347-Speed 3204.94 samples/sec Loss 0.0976 LearningRate 0.0000 Epoch: 19 Global Step: 332560 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:53,442-Speed 3309.49 samples/sec Loss 0.1008 LearningRate 0.0000 Epoch: 19 Global Step: 332570 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:56,534-Speed 3312.19 samples/sec Loss 0.0971 LearningRate 0.0000 Epoch: 19 Global Step: 332580 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:26:59,640-Speed 3298.14 samples/sec Loss 0.0978 LearningRate 0.0000 Epoch: 19 Global Step: 332590 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:02,708-Speed 3337.93 samples/sec Loss 0.1133 LearningRate 0.0000 Epoch: 19 Global Step: 332600 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:05,781-Speed 3333.17 samples/sec Loss 0.0945 LearningRate 0.0000 Epoch: 19 Global Step: 332610 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:08,863-Speed 3323.52 samples/sec Loss 0.1055 LearningRate 0.0000 Epoch: 19 Global Step: 332620 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:11,926-Speed 3343.18 samples/sec Loss 0.1076 LearningRate 0.0000 Epoch: 19 Global Step: 332630 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:14,994-Speed 3339.17 samples/sec Loss 0.0999 LearningRate 0.0000 Epoch: 19 Global Step: 332640 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:27:18,047-Speed 3354.90 samples/sec Loss 0.1024 LearningRate 0.0000 Epoch: 19 Global Step: 332650 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:21,182-Speed 3266.82 samples/sec Loss 0.1093 LearningRate 0.0000 Epoch: 19 Global Step: 332660 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:24,250-Speed 3338.81 samples/sec Loss 0.1066 LearningRate 0.0000 Epoch: 19 Global Step: 332670 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:27,347-Speed 3307.15 samples/sec Loss 0.1105 LearningRate 0.0000 Epoch: 19 Global Step: 332680 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:30,425-Speed 3326.71 samples/sec Loss 0.1114 LearningRate 0.0000 Epoch: 19 Global Step: 332690 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:33,499-Speed 3332.59 samples/sec Loss 0.1009 LearningRate 0.0000 Epoch: 19 Global Step: 332700 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:36,562-Speed 3343.60 samples/sec Loss 0.1064 LearningRate 0.0000 Epoch: 19 Global Step: 332710 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:39,663-Speed 3302.44 samples/sec Loss 0.1048 LearningRate 0.0000 Epoch: 19 Global Step: 332720 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:42,737-Speed 3332.90 samples/sec Loss 0.0910 LearningRate 0.0000 Epoch: 19 Global Step: 332730 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:45,821-Speed 3321.45 samples/sec Loss 0.1083 LearningRate 0.0000 Epoch: 19 Global Step: 332740 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:48,898-Speed 3328.39 samples/sec Loss 0.1058 LearningRate 0.0000 Epoch: 19 Global Step: 332750 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:27:51,955-Speed 3350.11 samples/sec Loss 0.1032 LearningRate 0.0000 Epoch: 19 Global Step: 332760 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:55,024-Speed 3337.26 samples/sec Loss 0.1115 LearningRate 0.0000 Epoch: 19 Global Step: 332770 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:27:58,079-Speed 3352.51 samples/sec Loss 0.1050 LearningRate 0.0000 Epoch: 19 Global Step: 332780 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:01,181-Speed 3302.50 samples/sec Loss 0.1054 LearningRate 0.0000 Epoch: 19 Global Step: 332790 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:04,242-Speed 3345.49 samples/sec Loss 0.1053 LearningRate 0.0000 Epoch: 19 Global Step: 332800 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:07,314-Speed 3334.59 samples/sec Loss 0.1043 LearningRate 0.0000 Epoch: 19 Global Step: 332810 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:10,384-Speed 3336.61 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 332820 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:13,487-Speed 3300.23 samples/sec Loss 0.0985 LearningRate 0.0000 Epoch: 19 Global Step: 332830 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:16,588-Speed 3303.22 samples/sec Loss 0.1013 LearningRate 0.0000 Epoch: 19 Global Step: 332840 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:19,654-Speed 3340.29 samples/sec Loss 0.1047 LearningRate 0.0000 Epoch: 19 Global Step: 332850 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:22,739-Speed 3320.74 samples/sec Loss 0.0982 LearningRate 0.0000 Epoch: 19 Global Step: 332860 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:25,808-Speed 3336.97 samples/sec Loss 0.1071 LearningRate 0.0000 Epoch: 19 Global Step: 332870 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:28,884-Speed 3329.14 samples/sec Loss 0.1002 LearningRate 0.0000 Epoch: 19 Global Step: 332880 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:28:32,009-Speed 3278.17 samples/sec Loss 0.0962 LearningRate 0.0000 Epoch: 19 Global Step: 332890 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:35,110-Speed 3303.04 samples/sec Loss 0.1075 LearningRate 0.0000 Epoch: 19 Global Step: 332900 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:38,217-Speed 3296.18 samples/sec Loss 0.1125 LearningRate 0.0000 Epoch: 19 Global Step: 332910 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:41,413-Speed 3204.81 samples/sec Loss 0.1064 LearningRate 0.0000 Epoch: 19 Global Step: 332920 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:44,489-Speed 3330.10 samples/sec Loss 0.0968 LearningRate 0.0000 Epoch: 19 Global Step: 332930 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:47,591-Speed 3301.70 samples/sec Loss 0.1106 LearningRate 0.0000 Epoch: 19 Global Step: 332940 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:50,695-Speed 3299.62 samples/sec Loss 0.1020 LearningRate 0.0000 Epoch: 19 Global Step: 332950 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:53,780-Speed 3319.53 samples/sec Loss 0.1055 LearningRate 0.0000 Epoch: 19 Global Step: 332960 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:56,850-Speed 3336.37 samples/sec Loss 0.0985 LearningRate 0.0000 Epoch: 19 Global Step: 332970 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:28:59,928-Speed 3327.33 samples/sec Loss 0.0987 LearningRate 0.0000 Epoch: 19 Global Step: 332980 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:03,000-Speed 3334.88 samples/sec Loss 0.1012 LearningRate 0.0000 Epoch: 19 Global Step: 332990 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:06,064-Speed 3343.06 samples/sec Loss 0.1133 LearningRate 0.0000 Epoch: 19 Global Step: 333000 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:09,138-Speed 3332.19 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 333010 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:12,215-Speed 3328.23 samples/sec Loss 0.0963 LearningRate 0.0000 Epoch: 19 Global Step: 333020 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:15,279-Speed 3342.68 samples/sec Loss 0.1002 LearningRate 0.0000 Epoch: 19 Global Step: 333030 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:18,350-Speed 3334.63 samples/sec Loss 0.1136 LearningRate 0.0000 Epoch: 19 Global Step: 333040 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:21,423-Speed 3332.86 samples/sec Loss 0.1140 LearningRate 0.0000 Epoch: 19 Global Step: 333050 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:24,502-Speed 3326.53 samples/sec Loss 0.1051 LearningRate 0.0000 Epoch: 19 Global Step: 333060 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:29:27,575-Speed 3333.06 samples/sec Loss 0.1031 LearningRate 0.0000 Epoch: 19 Global Step: 333070 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:30,651-Speed 3330.13 samples/sec Loss 0.1118 LearningRate 0.0000 Epoch: 19 Global Step: 333080 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:33,766-Speed 3288.11 samples/sec Loss 0.0994 LearningRate 0.0000 Epoch: 19 Global Step: 333090 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:36,837-Speed 3335.27 samples/sec Loss 0.1157 LearningRate 0.0000 Epoch: 19 Global Step: 333100 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:39,956-Speed 3284.02 samples/sec Loss 0.1055 LearningRate 0.0000 Epoch: 19 Global Step: 333110 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:43,039-Speed 3322.33 samples/sec Loss 0.0950 LearningRate 0.0000 Epoch: 19 Global Step: 333120 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:46,123-Speed 3320.51 samples/sec Loss 0.1059 LearningRate 0.0000 Epoch: 19 Global Step: 333130 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:49,205-Speed 3323.62 samples/sec Loss 0.1046 LearningRate 0.0000 Epoch: 19 Global Step: 333140 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:52,463-Speed 3143.31 samples/sec Loss 0.1022 LearningRate 0.0000 Epoch: 19 Global Step: 333150 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:55,542-Speed 3326.31 samples/sec Loss 0.1152 LearningRate 0.0000 Epoch: 19 Global Step: 333160 Fp16 Grad Scale: 65536 Required: 0 hours Training: 2022-04-12 10:29:58,619-Speed 3329.51 samples/sec Loss 0.1126 LearningRate 0.0000 Epoch: 19 Global Step: 333170 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:01,691-Speed 3333.51 samples/sec Loss 0.0982 LearningRate 0.0000 Epoch: 19 Global Step: 333180 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:04,767-Speed 3330.33 samples/sec Loss 0.1056 LearningRate 0.0000 Epoch: 19 Global Step: 333190 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:07,832-Speed 3341.29 samples/sec Loss 0.0988 LearningRate 0.0000 Epoch: 19 Global Step: 333200 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:10,918-Speed 3319.37 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 333210 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:13,984-Speed 3340.07 samples/sec Loss 0.1010 LearningRate 0.0000 Epoch: 19 Global Step: 333220 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:17,053-Speed 3337.33 samples/sec Loss 0.1103 LearningRate 0.0000 Epoch: 19 Global Step: 333230 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:20,126-Speed 3333.40 samples/sec Loss 0.1089 LearningRate 0.0000 Epoch: 19 Global Step: 333240 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:23,216-Speed 3314.69 samples/sec Loss 0.1057 LearningRate 0.0000 Epoch: 19 Global Step: 333250 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:26,279-Speed 3343.89 samples/sec Loss 0.1096 LearningRate 0.0000 Epoch: 19 Global Step: 333260 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:29,429-Speed 3251.33 samples/sec Loss 0.1013 LearningRate 0.0000 Epoch: 19 Global Step: 333270 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:30:32,537-Speed 3295.62 samples/sec Loss 0.1061 LearningRate 0.0000 Epoch: 19 Global Step: 333280 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:35,602-Speed 3341.70 samples/sec Loss 0.0974 LearningRate 0.0000 Epoch: 19 Global Step: 333290 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:38,667-Speed 3341.15 samples/sec Loss 0.1067 LearningRate 0.0000 Epoch: 19 Global Step: 333300 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:41,780-Speed 3291.01 samples/sec Loss 0.1030 LearningRate 0.0000 Epoch: 19 Global Step: 333310 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:44,954-Speed 3226.24 samples/sec Loss 0.1155 LearningRate 0.0000 Epoch: 19 Global Step: 333320 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:48,100-Speed 3256.45 samples/sec Loss 0.1085 LearningRate 0.0000 Epoch: 19 Global Step: 333330 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:51,307-Speed 3194.33 samples/sec Loss 0.1000 LearningRate 0.0000 Epoch: 19 Global Step: 333340 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:54,475-Speed 3235.11 samples/sec Loss 0.0968 LearningRate 0.0000 Epoch: 19 Global Step: 333350 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:30:57,753-Speed 3124.71 samples/sec Loss 0.1043 LearningRate 0.0000 Epoch: 19 Global Step: 333360 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:00,866-Speed 3289.68 samples/sec Loss 0.0960 LearningRate 0.0000 Epoch: 19 Global Step: 333370 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:03,935-Speed 3337.99 samples/sec Loss 0.1010 LearningRate 0.0000 Epoch: 19 Global Step: 333380 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:07,026-Speed 3313.39 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 333390 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:10,161-Speed 3266.68 samples/sec Loss 0.1072 LearningRate 0.0000 Epoch: 19 Global Step: 333400 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:13,307-Speed 3256.21 samples/sec Loss 0.1103 LearningRate 0.0000 Epoch: 19 Global Step: 333410 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:16,389-Speed 3322.80 samples/sec Loss 0.1014 LearningRate 0.0000 Epoch: 19 Global Step: 333420 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:19,456-Speed 3340.32 samples/sec Loss 0.1115 LearningRate 0.0000 Epoch: 19 Global Step: 333430 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:22,520-Speed 3342.59 samples/sec Loss 0.1019 LearningRate 0.0000 Epoch: 19 Global Step: 333440 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:25,589-Speed 3337.55 samples/sec Loss 0.0993 LearningRate 0.0000 Epoch: 19 Global Step: 333450 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:28,662-Speed 3332.42 samples/sec Loss 0.1036 LearningRate 0.0000 Epoch: 19 Global Step: 333460 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:31,734-Speed 3334.29 samples/sec Loss 0.1009 LearningRate 0.0000 Epoch: 19 Global Step: 333470 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:34,803-Speed 3337.12 samples/sec Loss 0.1037 LearningRate 0.0000 Epoch: 19 Global Step: 333480 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:37,910-Speed 3296.89 samples/sec Loss 0.0921 LearningRate 0.0000 Epoch: 19 Global Step: 333490 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:40,989-Speed 3326.04 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 333500 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:44,082-Speed 3311.84 samples/sec Loss 0.1023 LearningRate 0.0000 Epoch: 19 Global Step: 333510 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:47,149-Speed 3339.63 samples/sec Loss 0.1106 LearningRate 0.0000 Epoch: 19 Global Step: 333520 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:50,232-Speed 3321.76 samples/sec Loss 0.1141 LearningRate 0.0000 Epoch: 19 Global Step: 333530 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:53,300-Speed 3338.33 samples/sec Loss 0.1081 LearningRate 0.0000 Epoch: 19 Global Step: 333540 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:56,377-Speed 3328.64 samples/sec Loss 0.1042 LearningRate 0.0000 Epoch: 19 Global Step: 333550 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:31:59,440-Speed 3344.43 samples/sec Loss 0.1069 LearningRate 0.0000 Epoch: 19 Global Step: 333560 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:02,519-Speed 3326.70 samples/sec Loss 0.1101 LearningRate 0.0000 Epoch: 19 Global Step: 333570 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:05,604-Speed 3319.41 samples/sec Loss 0.1021 LearningRate 0.0000 Epoch: 19 Global Step: 333580 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:32:08,670-Speed 3341.09 samples/sec Loss 0.1103 LearningRate 0.0000 Epoch: 19 Global Step: 333590 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:11,741-Speed 3334.63 samples/sec Loss 0.1001 LearningRate 0.0000 Epoch: 19 Global Step: 333600 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:14,843-Speed 3302.58 samples/sec Loss 0.1084 LearningRate 0.0000 Epoch: 19 Global Step: 333610 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:17,918-Speed 3330.47 samples/sec Loss 0.1103 LearningRate 0.0000 Epoch: 19 Global Step: 333620 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:20,984-Speed 3340.80 samples/sec Loss 0.1112 LearningRate 0.0000 Epoch: 19 Global Step: 333630 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:24,113-Speed 3273.27 samples/sec Loss 0.1067 LearningRate 0.0000 Epoch: 19 Global Step: 333640 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:27,184-Speed 3335.22 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 333650 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:30,278-Speed 3310.24 samples/sec Loss 0.1009 LearningRate 0.0000 Epoch: 19 Global Step: 333660 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:33,400-Speed 3280.33 samples/sec Loss 0.1029 LearningRate 0.0000 Epoch: 19 Global Step: 333670 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:36,488-Speed 3317.27 samples/sec Loss 0.1018 LearningRate 0.0000 Epoch: 19 Global Step: 333680 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:39,555-Speed 3339.87 samples/sec Loss 0.1099 LearningRate 0.0000 Epoch: 19 Global Step: 333690 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:32:42,632-Speed 3328.87 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 333700 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:32:45,691-Speed 3347.94 samples/sec Loss 0.1124 LearningRate 0.0000 Epoch: 19 Global Step: 333710 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:48,873-Speed 3218.79 samples/sec Loss 0.1027 LearningRate 0.0000 Epoch: 19 Global Step: 333720 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:51,936-Speed 3343.50 samples/sec Loss 0.1108 LearningRate 0.0000 Epoch: 19 Global Step: 333730 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:55,004-Speed 3338.91 samples/sec Loss 0.0954 LearningRate 0.0000 Epoch: 19 Global Step: 333740 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:32:58,160-Speed 3245.10 samples/sec Loss 0.0955 LearningRate 0.0000 Epoch: 19 Global Step: 333750 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:33:01,313-Speed 3248.03 samples/sec Loss 0.0887 LearningRate 0.0000 Epoch: 19 Global Step: 333760 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:33:04,388-Speed 3332.03 samples/sec Loss 0.1106 LearningRate 0.0000 Epoch: 19 Global Step: 333770 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:33:07,488-Speed 3304.00 samples/sec Loss 0.1023 LearningRate 0.0000 Epoch: 19 Global Step: 333780 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:33:10,556-Speed 3338.62 samples/sec Loss 0.0962 LearningRate 0.0000 Epoch: 19 Global Step: 333790 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:33:13,634-Speed 3327.11 samples/sec Loss 0.1104 LearningRate 0.0000 Epoch: 19 Global Step: 333800 Fp16 Grad Scale: 131072 Required: 0 hours Training: 2022-04-12 10:33:16,976-Speed 3064.13 samples/sec Loss 0.1025 LearningRate 0.0000 Epoch: 19 Global Step: 333810 Fp16 Grad Scale: 262144 Required: 0 hours Training: 2022-04-12 10:33:20,028-Speed 3356.27 samples/sec Loss 0.1039 LearningRate 0.0000 Epoch: 19 Global Step: 333820 Fp16 Grad Scale: 131072 Required: -0 hours