INFO:root:Namespace(batch_norm=False, batch_size=32, data_dir='~/.mxnet/datasets/imagenet', dtype='float32', last_gamma=False, log_interval=50, logging_dir='logs', lr=0.01, lr_decay=0.1, lr_decay_epoch='50,80', lr_decay_period=0, lr_mode='step', mode='hybrid', model='vgg16', momentum=0.9, num_epochs=100, num_gpus=8, num_workers=64, rec_train='/media/ramdisk/rec/train.rec', rec_train_idx='/media/ramdisk/rec/train.idx', rec_val='/media/ramdisk/rec/val.rec', rec_val_idx='/media/ramdisk/rec/val.idx', save_dir='params_vgg16', save_frequency=10, use_pretrained=False, use_rec=True, use_se=False, warmup_epochs=0, warmup_lr=0.0, wd=0.0001)
[03:52:45] src/io/iter_image_recordio_2.cc:170: ImageRecordIOParser2: /media/ramdisk/rec/train.rec, use 31 threads for decoding..
[03:52:48] src/io/iter_image_recordio_2.cc:170: ImageRecordIOParser2: /media/ramdisk/rec/val.rec, use 31 threads for decoding..
[03:53:14] src/kvstore/././comm.h:690: only 32 out of 56 GPU pairs are enabled direct access. It may affect the performance. You can set MXNET_ENABLE_GPU_P2P=0 to turn it off
[03:53:14] src/kvstore/././comm.h:699: .vvvv...
[03:53:14] src/kvstore/././comm.h:699: v.vv.v..
[03:53:14] src/kvstore/././comm.h:699: vv.v..v.
[03:53:14] src/kvstore/././comm.h:699: vvv....v
[03:53:14] src/kvstore/././comm.h:699: v....vvv
[03:53:14] src/kvstore/././comm.h:699: .v..v.vv
[03:53:14] src/kvstore/././comm.h:699: ..v.vv.v
[03:53:14] src/kvstore/././comm.h:699: ...vvvv.
[03:53:16] src/operator/nn/./cudnn/./cudnn_algoreg-inl.h:107: Running performance tests to find the best convolution algorithm, this can take a while... (setting env variable MXNET_CUDNN_AUTOTUNE_DEFAULT to 0 to disable)
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INFO:root:[Epoch 0] training: err-top1=0.995451
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INFO:root:[Epoch 0] validation: err-top1=0.973713 err-top5=0.906549
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INFO:root:[Epoch 1] training: err-top1=0.943258
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INFO:root:[Epoch 1] validation: err-top1=0.851643 err-top5=0.648357
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INFO:root:[Epoch 2] training: err-top1=0.858014
INFO:root:[Epoch 2] speed: 808 samples/sec	time cost: 1600.503881
INFO:root:[Epoch 2] validation: err-top1=0.749579 err-top5=0.490565
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INFO:root:[Epoch 3] training: err-top1=0.784316
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INFO:root:[Epoch 3] validation: err-top1=0.665737 err-top5=0.392638
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INFO:root:[Epoch 4] training: err-top1=0.726224
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INFO:root:[Epoch 4] validation: err-top1=0.603806 err-top5=0.330909
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INFO:root:[Epoch 5] training: err-top1=0.681689
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INFO:root:[Epoch 5] validation: err-top1=0.563902 err-top5=0.293109
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INFO:root:[Epoch 6] training: err-top1=0.647587
INFO:root:[Epoch 6] speed: 808 samples/sec	time cost: 1600.266432
INFO:root:[Epoch 6] validation: err-top1=0.524215 err-top5=0.260643
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INFO:root:[Epoch 7] training: err-top1=0.620379
INFO:root:[Epoch 7] speed: 808 samples/sec	time cost: 1600.386950
INFO:root:[Epoch 7] validation: err-top1=0.510717 err-top5=0.246254
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INFO:root:[Epoch 8] training: err-top1=0.598724
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INFO:root:[Epoch 8] validation: err-top1=0.484115 err-top5=0.226883
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INFO:root:[Epoch 9] training: err-top1=0.580063
INFO:root:[Epoch 9] speed: 808 samples/sec	time cost: 1600.688531
INFO:root:[Epoch 9] validation: err-top1=0.464485 err-top5=0.213807
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INFO:root:[Epoch 10] training: err-top1=0.564292
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INFO:root:[Epoch 10] validation: err-top1=0.458353 err-top5=0.204167
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INFO:root:[Epoch 11] training: err-top1=0.551926
INFO:root:[Epoch 11] speed: 808 samples/sec	time cost: 1599.232258
INFO:root:[Epoch 11] validation: err-top1=0.438502 err-top5=0.192528
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INFO:root:[Epoch 12] training: err-top1=0.539951
INFO:root:[Epoch 12] speed: 808 samples/sec	time cost: 1601.032160
INFO:root:[Epoch 12] validation: err-top1=0.433155 err-top5=0.188058
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INFO:root:[Epoch 13] training: err-top1=0.529662
INFO:root:[Epoch 13] speed: 807 samples/sec	time cost: 1601.144414
INFO:root:[Epoch 13] validation: err-top1=0.421334 err-top5=0.182131
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INFO:root:[Epoch 14] training: err-top1=0.520582
INFO:root:[Epoch 14] speed: 807 samples/sec	time cost: 1601.119945
INFO:root:[Epoch 14] validation: err-top1=0.411118 err-top5=0.175881
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INFO:root:[Epoch 15] training: err-top1=0.512493
INFO:root:[Epoch 15] speed: 807 samples/sec	time cost: 1601.223029
INFO:root:[Epoch 15] validation: err-top1=0.409335 err-top5=0.171254
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INFO:root:[Epoch 16] training: err-top1=0.505730
INFO:root:[Epoch 16] speed: 807 samples/sec	time cost: 1602.319176
INFO:root:[Epoch 16] validation: err-top1=0.406429 err-top5=0.172632
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INFO:root:[Epoch 17] training: err-top1=0.499485
INFO:root:[Epoch 17] speed: 807 samples/sec	time cost: 1601.731026
INFO:root:[Epoch 17] validation: err-top1=0.394671 err-top5=0.163522
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INFO:root:[Epoch 18] training: err-top1=0.493754
INFO:root:[Epoch 18] speed: 808 samples/sec	time cost: 1600.500439
INFO:root:[Epoch 18] validation: err-top1=0.392969 err-top5=0.160337
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INFO:root:[Epoch 19] training: err-top1=0.488451
INFO:root:[Epoch 19] speed: 807 samples/sec	time cost: 1601.702313
INFO:root:[Epoch 19] validation: err-top1=0.389330 err-top5=0.158123
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INFO:root:[Epoch 20] training: err-top1=0.483515
INFO:root:[Epoch 20] speed: 807 samples/sec	time cost: 1601.020900
INFO:root:[Epoch 20] validation: err-top1=0.386018 err-top5=0.154708
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INFO:root:[Epoch 21] training: err-top1=0.479343
INFO:root:[Epoch 21] speed: 808 samples/sec	time cost: 1600.233826
INFO:root:[Epoch 21] validation: err-top1=0.382833 err-top5=0.152825
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INFO:root:[Epoch 22] training: err-top1=0.476022
INFO:root:[Epoch 22] speed: 808 samples/sec	time cost: 1599.916754
INFO:root:[Epoch 22] validation: err-top1=0.380680 err-top5=0.151108
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INFO:root:[Epoch 23] training: err-top1=0.471020
INFO:root:[Epoch 23] speed: 808 samples/sec	time cost: 1600.348747
INFO:root:[Epoch 23] validation: err-top1=0.367368 err-top5=0.142668
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INFO:root:[Epoch 24] training: err-top1=0.468389
INFO:root:[Epoch 24] speed: 807 samples/sec	time cost: 1600.969258
INFO:root:[Epoch 24] validation: err-top1=0.369271 err-top5=0.144832
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INFO:root:[Epoch 25] training: err-top1=0.465069
INFO:root:[Epoch 25] speed: 807 samples/sec	time cost: 1601.857183
INFO:root:[Epoch 25] validation: err-top1=0.371114 err-top5=0.145408
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INFO:root:[Epoch 26] training: err-top1=0.462000
INFO:root:[Epoch 26] speed: 807 samples/sec	time cost: 1601.795630
INFO:root:[Epoch 26] validation: err-top1=0.368229 err-top5=0.144832
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INFO:root:[Epoch 27] training: err-top1=0.459253
INFO:root:[Epoch 27] speed: 807 samples/sec	time cost: 1601.782058
INFO:root:[Epoch 27] validation: err-top1=0.364203 err-top5=0.142608
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INFO:root:[Epoch 28] training: err-top1=0.455614
INFO:root:[Epoch 28] speed: 808 samples/sec	time cost: 1599.803027
INFO:root:[Epoch 28] validation: err-top1=0.367925 err-top5=0.143495
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INFO:root:[Epoch 29] training: err-top1=0.453700
INFO:root:[Epoch 29] speed: 808 samples/sec	time cost: 1600.658494
INFO:root:[Epoch 29] validation: err-top1=0.360457 err-top5=0.140204
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INFO:root:[Epoch 30] training: err-top1=0.451948
INFO:root:[Epoch 30] speed: 807 samples/sec	time cost: 1602.018788
INFO:root:[Epoch 30] validation: err-top1=0.358874 err-top5=0.138622
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INFO:root:[Epoch 31] training: err-top1=0.449502
INFO:root:[Epoch 31] speed: 807 samples/sec	time cost: 1603.140095
INFO:root:[Epoch 31] validation: err-top1=0.358614 err-top5=0.135577
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INFO:root:[Epoch 32] training: err-top1=0.448016
INFO:root:[Epoch 32] speed: 807 samples/sec	time cost: 1602.914925
INFO:root:[Epoch 32] validation: err-top1=0.354054 err-top5=0.134168
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INFO:root:[Epoch 33] training: err-top1=0.445812
INFO:root:[Epoch 33] speed: 807 samples/sec	time cost: 1601.631762
INFO:root:[Epoch 33] validation: err-top1=0.354507 err-top5=0.135136
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INFO:root:[Epoch 34] training: err-top1=0.443957
INFO:root:[Epoch 34] speed: 807 samples/sec	time cost: 1601.784217
INFO:root:[Epoch 34] validation: err-top1=0.351763 err-top5=0.132672
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INFO:root:[Epoch 35] training: err-top1=0.441839
INFO:root:[Epoch 35] speed: 807 samples/sec	time cost: 1601.738728
INFO:root:[Epoch 35] validation: err-top1=0.352320 err-top5=0.133211
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INFO:root:[Epoch 36] training: err-top1=0.440544
INFO:root:[Epoch 36] speed: 808 samples/sec	time cost: 1601.184409
INFO:root:[Epoch 36] validation: err-top1=0.350561 err-top5=0.131270
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INFO:root:[Epoch 37] training: err-top1=0.439098
INFO:root:[Epoch 37] speed: 807 samples/sec	time cost: 1601.815763
INFO:root:[Epoch 37] validation: err-top1=0.351322 err-top5=0.131430
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INFO:root:[Epoch 38] training: err-top1=0.437893
INFO:root:[Epoch 38] speed: 807 samples/sec	time cost: 1601.634154
INFO:root:[Epoch 38] validation: err-top1=0.345603 err-top5=0.129125
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INFO:root:[Epoch 39] training: err-top1=0.435653
INFO:root:[Epoch 39] speed: 808 samples/sec	time cost: 1600.205772
INFO:root:[Epoch 39] validation: err-top1=0.343930 err-top5=0.128205
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INFO:root:[Epoch 40] training: err-top1=0.435061
INFO:root:[Epoch 40] speed: 808 samples/sec	time cost: 1600.421916
INFO:root:[Epoch 40] validation: err-top1=0.343450 err-top5=0.126522
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INFO:root:[Epoch 41] training: err-top1=0.433054
INFO:root:[Epoch 41] speed: 808 samples/sec	time cost: 1599.851638
INFO:root:[Epoch 41] validation: err-top1=0.343531 err-top5=0.129963
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INFO:root:[Epoch 42] training: err-top1=0.432510
INFO:root:[Epoch 42] speed: 808 samples/sec	time cost: 1600.606192
INFO:root:[Epoch 42] validation: err-top1=0.342167 err-top5=0.127183
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INFO:root:[Epoch 43] training: err-top1=0.431608
INFO:root:[Epoch 43] speed: 808 samples/sec	time cost: 1600.395269
INFO:root:[Epoch 43] validation: err-top1=0.346655 err-top5=0.128626
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INFO:root:[Epoch 44] training: err-top1=0.429358
INFO:root:[Epoch 44] speed: 806 samples/sec	time cost: 1603.711510
INFO:root:[Epoch 44] validation: err-top1=0.342754 err-top5=0.128288
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INFO:root:[Epoch 45] training: err-top1=0.429001
INFO:root:[Epoch 45] speed: 807 samples/sec	time cost: 1601.085377
INFO:root:[Epoch 45] validation: err-top1=0.344591 err-top5=0.127865
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INFO:root:[Epoch 46] training: err-top1=0.427199
INFO:root:[Epoch 46] speed: 807 samples/sec	time cost: 1601.777784
INFO:root:[Epoch 46] validation: err-top1=0.336659 err-top5=0.124058
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INFO:root:[Epoch 47] training: err-top1=0.426741
INFO:root:[Epoch 47] speed: 808 samples/sec	time cost: 1600.937968
INFO:root:[Epoch 47] validation: err-top1=0.341907 err-top5=0.125641
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INFO:root:[Epoch 48] training: err-top1=0.425471
INFO:root:[Epoch 48] speed: 808 samples/sec	time cost: 1601.066469
INFO:root:[Epoch 48] validation: err-top1=0.340083 err-top5=0.127352
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INFO:root:[Epoch 49] training: err-top1=0.424380
INFO:root:[Epoch 49] speed: 808 samples/sec	time cost: 1600.032474
INFO:root:[Epoch 49] validation: err-top1=0.335617 err-top5=0.122736
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INFO:root:[Epoch 50] training: err-top1=0.373154
INFO:root:[Epoch 50] speed: 807 samples/sec	time cost: 1601.365594
INFO:root:[Epoch 50] validation: err-top1=0.297576 err-top5=0.104087
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INFO:root:[Epoch 51] training: err-top1=0.361150
INFO:root:[Epoch 51] speed: 807 samples/sec	time cost: 1601.663822
INFO:root:[Epoch 51] validation: err-top1=0.292451 err-top5=0.101164
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INFO:root:[Epoch 52] training: err-top1=0.355587
INFO:root:[Epoch 52] speed: 808 samples/sec	time cost: 1600.292067
INFO:root:[Epoch 52] validation: err-top1=0.291647 err-top5=0.099659
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INFO:root:[Epoch 53] training: err-top1=0.352952
INFO:root:[Epoch 53] speed: 807 samples/sec	time cost: 1601.430376
INFO:root:[Epoch 53] validation: err-top1=0.289583 err-top5=0.099179
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INFO:root:[Epoch 54] training: err-top1=0.349031
INFO:root:[Epoch 54] speed: 807 samples/sec	time cost: 1602.631270
INFO:root:[Epoch 54] validation: err-top1=0.286492 err-top5=0.098453
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INFO:root:[Epoch 55] training: err-top1=0.346173
INFO:root:[Epoch 55] speed: 807 samples/sec	time cost: 1602.248244
INFO:root:[Epoch 55] validation: err-top1=0.286398 err-top5=0.097576
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INFO:root:[Epoch 56] training: err-top1=0.344063
INFO:root:[Epoch 56] speed: 807 samples/sec	time cost: 1602.576560
INFO:root:[Epoch 56] validation: err-top1=0.286138 err-top5=0.096895
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INFO:root:[Epoch 57] training: err-top1=0.342263
INFO:root:[Epoch 57] speed: 807 samples/sec	time cost: 1602.620728
INFO:root:[Epoch 57] validation: err-top1=0.283642 err-top5=0.095863
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INFO:root:[Epoch 58] training: err-top1=0.340429
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INFO:root:[Epoch 58] validation: err-top1=0.283954 err-top5=0.096715
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INFO:root:[Epoch 59] training: err-top1=0.338851
INFO:root:[Epoch 59] speed: 807 samples/sec	time cost: 1602.389625
INFO:root:[Epoch 59] validation: err-top1=0.283954 err-top5=0.096214
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INFO:root:[Epoch 60] training: err-top1=0.337111
INFO:root:[Epoch 60] speed: 806 samples/sec	time cost: 1603.520824
INFO:root:[Epoch 60] validation: err-top1=0.282486 err-top5=0.095364
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INFO:root:[Epoch 61] training: err-top1=0.335016
INFO:root:[Epoch 61] speed: 807 samples/sec	time cost: 1601.332430
INFO:root:[Epoch 61] validation: err-top1=0.281170 err-top5=0.094651
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INFO:root:[Epoch 62] training: err-top1=0.334203
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INFO:root:[Epoch 62] validation: err-top1=0.279687 err-top5=0.094631
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INFO:root:[Epoch 63] training: err-top1=0.332863
INFO:root:[Epoch 63] speed: 807 samples/sec	time cost: 1602.785603
INFO:root:[Epoch 63] validation: err-top1=0.279587 err-top5=0.094431
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INFO:root:[Epoch 64] training: err-top1=0.331587
INFO:root:[Epoch 64] speed: 807 samples/sec	time cost: 1602.741953
INFO:root:[Epoch 64] validation: err-top1=0.280513 err-top5=0.095085
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INFO:root:[Epoch 65] training: err-top1=0.329981
INFO:root:[Epoch 65] speed: 807 samples/sec	time cost: 1601.383043
INFO:root:[Epoch 65] validation: err-top1=0.278385 err-top5=0.094131
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INFO:root:[Epoch 66] training: err-top1=0.329392
INFO:root:[Epoch 66] speed: 807 samples/sec	time cost: 1602.475513
INFO:root:[Epoch 66] validation: err-top1=0.279067 err-top5=0.092388
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INFO:root:[Epoch 67] training: err-top1=0.328127
INFO:root:[Epoch 67] speed: 807 samples/sec	time cost: 1602.979631
INFO:root:[Epoch 67] validation: err-top1=0.279656 err-top5=0.093710
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INFO:root:[Epoch 68] training: err-top1=0.328006
INFO:root:[Epoch 68] speed: 807 samples/sec	time cost: 1601.551786
INFO:root:[Epoch 68] validation: err-top1=0.279467 err-top5=0.093670
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INFO:root:[Epoch 69] training: err-top1=0.325925
INFO:root:[Epoch 69] speed: 807 samples/sec	time cost: 1602.905605
INFO:root:[Epoch 69] validation: err-top1=0.278265 err-top5=0.093229
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INFO:root:[Epoch 70] training: err-top1=0.324946
INFO:root:[Epoch 70] speed: 807 samples/sec	time cost: 1601.596542
INFO:root:[Epoch 70] validation: err-top1=0.276826 err-top5=0.092574
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INFO:root:[Epoch 71] training: err-top1=0.324408
INFO:root:[Epoch 71] speed: 806 samples/sec	time cost: 1603.388486
INFO:root:[Epoch 71] validation: err-top1=0.276302 err-top5=0.092468
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INFO:root:[Epoch 72] training: err-top1=0.323966
INFO:root:[Epoch 72] speed: 806 samples/sec	time cost: 1603.674627
INFO:root:[Epoch 72] validation: err-top1=0.276222 err-top5=0.092348
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INFO:root:[Epoch 73] training: err-top1=0.322715
INFO:root:[Epoch 73] speed: 807 samples/sec	time cost: 1601.979154
INFO:root:[Epoch 73] validation: err-top1=0.277364 err-top5=0.092395
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INFO:root:[Epoch 74] training: err-top1=0.322024
INFO:root:[Epoch 74] speed: 807 samples/sec	time cost: 1602.437969
INFO:root:[Epoch 74] validation: err-top1=0.277163 err-top5=0.091567
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INFO:root:[Epoch 75] training: err-top1=0.320599
INFO:root:[Epoch 75] speed: 806 samples/sec	time cost: 1604.263387
INFO:root:[Epoch 75] validation: err-top1=0.275521 err-top5=0.091647
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INFO:root:[Epoch 76] training: err-top1=0.320439
INFO:root:[Epoch 76] speed: 806 samples/sec	time cost: 1603.248782
INFO:root:[Epoch 76] validation: err-top1=0.276048 err-top5=0.091757
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INFO:root:[Epoch 77] training: err-top1=0.319627
INFO:root:[Epoch 77] speed: 806 samples/sec	time cost: 1603.898390
INFO:root:[Epoch 77] validation: err-top1=0.275641 err-top5=0.091446
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INFO:root:[Epoch 78] training: err-top1=0.319028
INFO:root:[Epoch 78] speed: 807 samples/sec	time cost: 1602.575446
INFO:root:[Epoch 78] validation: err-top1=0.276522 err-top5=0.091567
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INFO:root:[Epoch 79] training: err-top1=0.318188
INFO:root:[Epoch 79] speed: 806 samples/sec	time cost: 1603.042194
INFO:root:[Epoch 79] validation: err-top1=0.275641 err-top5=0.090845
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INFO:root:[Epoch 80] training: err-top1=0.308529
INFO:root:[Epoch 80] speed: 806 samples/sec	time cost: 1603.485525
INFO:root:[Epoch 80] validation: err-top1=0.269990 err-top5=0.088987
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INFO:root:[Epoch 81] training: err-top1=0.306744
INFO:root:[Epoch 81] speed: 807 samples/sec	time cost: 1602.293250
INFO:root:[Epoch 81] validation: err-top1=0.269271 err-top5=0.088241
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INFO:root:[Epoch 82] training: err-top1=0.306545
INFO:root:[Epoch 82] speed: 807 samples/sec	time cost: 1602.716122
INFO:root:[Epoch 82] validation: err-top1=0.269712 err-top5=0.087720
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INFO:root:[Epoch 83] training: err-top1=0.305829
INFO:root:[Epoch 83] speed: 806 samples/sec	time cost: 1604.298979
INFO:root:[Epoch 83] validation: err-top1=0.269432 err-top5=0.088369
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INFO:root:[Epoch 84] training: err-top1=0.305321
INFO:root:[Epoch 84] speed: 807 samples/sec	time cost: 1602.002518
INFO:root:[Epoch 84] validation: err-top1=0.268910 err-top5=0.088181
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INFO:root:[Epoch 85] training: err-top1=0.304614
INFO:root:[Epoch 85] speed: 807 samples/sec	time cost: 1602.459766
INFO:root:[Epoch 85] validation: err-top1=0.269471 err-top5=0.087800
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INFO:root:[Epoch 86] training: err-top1=0.303683
INFO:root:[Epoch 86] speed: 806 samples/sec	time cost: 1603.549151
INFO:root:[Epoch 86] validation: err-top1=0.269192 err-top5=0.087632
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INFO:root:[Epoch 87] training: err-top1=0.305160
INFO:root:[Epoch 87] speed: 806 samples/sec	time cost: 1603.794537
INFO:root:[Epoch 87] validation: err-top1=0.269050 err-top5=0.087660
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INFO:root:[Epoch 88] training: err-top1=0.304335
INFO:root:[Epoch 88] speed: 806 samples/sec	time cost: 1603.019395
INFO:root:[Epoch 88] validation: err-top1=0.269331 err-top5=0.087700
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INFO:root:[Epoch 89] training: err-top1=0.305121
INFO:root:[Epoch 89] speed: 806 samples/sec	time cost: 1603.171907
INFO:root:[Epoch 89] validation: err-top1=0.268913 err-top5=0.088070
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INFO:root:[Epoch 90] training: err-top1=0.303945
INFO:root:[Epoch 90] speed: 808 samples/sec	time cost: 1600.622800
INFO:root:[Epoch 90] validation: err-top1=0.268009 err-top5=0.088141
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INFO:root:[Epoch 91] training: err-top1=0.303590
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INFO:root:[Epoch 91] validation: err-top1=0.268690 err-top5=0.087740
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INFO:root:[Epoch 92] training: err-top1=0.303385
INFO:root:[Epoch 92] speed: 807 samples/sec	time cost: 1602.281916
INFO:root:[Epoch 92] validation: err-top1=0.268176 err-top5=0.087572
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INFO:root:[Epoch 93] training: err-top1=0.303666
INFO:root:[Epoch 93] speed: 806 samples/sec	time cost: 1603.829719
INFO:root:[Epoch 93] validation: err-top1=0.268830 err-top5=0.087600
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INFO:root:[Epoch 94] training: err-top1=0.303130
INFO:root:[Epoch 94] speed: 806 samples/sec	time cost: 1603.346334
INFO:root:[Epoch 94] validation: err-top1=0.268229 err-top5=0.087079
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INFO:root:[Epoch 95] training: err-top1=0.302876
INFO:root:[Epoch 95] speed: 807 samples/sec	time cost: 1602.726414
INFO:root:[Epoch 95] validation: err-top1=0.268530 err-top5=0.087500
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INFO:root:[Epoch 96] training: err-top1=0.302945
INFO:root:[Epoch 96] speed: 807 samples/sec	time cost: 1602.769509
INFO:root:[Epoch 96] validation: err-top1=0.267777 err-top5=0.086954
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INFO:root:[Epoch 97] training: err-top1=0.302772
INFO:root:[Epoch 97] speed: 806 samples/sec	time cost: 1603.085596
INFO:root:[Epoch 97] validation: err-top1=0.268389 err-top5=0.087179
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INFO:root:[Epoch 98] training: err-top1=0.303134
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INFO:root:[Epoch 98] validation: err-top1=0.268049 err-top5=0.087079
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INFO:root:[Epoch 99] training: err-top1=0.302707
INFO:root:[Epoch 99] speed: 806 samples/sec	time cost: 1603.048680
INFO:root:[Epoch 99] validation: err-top1=0.268076 err-top5=0.087711